百晓学者学者目录

王建民

副教授、博士生导师、教授、讲师，清华大学

精选作品

期刊论文

2026

基于“双融合”与“双驱动”的“2+2”专业学位研究生大数据实践课程建设

高原，金涛，王建民

《计算机教育》

2026

AIDP:一种面向工业的数据上下文追溯技术

宋亮，王晨，王建民，刘晓天，张敏

《计算机集成制造系统》

2026

面向富信息时序预测的元数据变换器网络

董家祥，吴海旭，王雨轩，张力，王建民，龙明盛

《中国科学:信息科学》

2026

Retrieval-Augmented Generation with Covariate Time Series

Kenny Ye Liang, Zhongyi Pei, Huan Zhang, Yuhui Liu, Shaoxu Song, Jianmin Wang

ACM SIGKDD Conference on Knowledge Discovery and Data Mining (KDD)

DOI

2026

Aura: Universal Multi-dimensional Exogenous Integration for Aviation Time Series

Jiafeng Lin, Mengren Zheng, Simeng Ye, Yuxuan Wang, Huan Zhang, Yuhui Liu, Zhongyi Pei, Jianmin Wang

ACM SIGKDD Conference on Knowledge Discovery and Data Mining (KDD)

DOI

2026

Deep Time Series Models: A Comprehensive Survey and Benchmark

Yuxuan Wang, Haixu Wu, Jiaxiang Dong, Yong Hong Liu, Chen Wang, Mingsheng Long, Jianmin Wang

IEEE Transactions on Pattern Analysis and Machine Intelligence

DOI

2026

TimeAgent: A Training-Free LLM Agent for Time Series Foundation Models

Yuxuan Wang, Zhi Chen, Zhiyuan Shi, Yong Liu, Shiyu Wang, Zhou Ye, Jianmin Wang, Mingsheng Long

IEEE Transactions on Knowledge and Data Engineering

DOI

2026

Integrity-Preserving Repair of Cross-Dimensional Subsequence Misalignments in IIoT Multivariate Time Series Data

Xiaoou Ding, Hongbin Hu, Jiaxuan Su, Hongzhi Wang, Song Wang, Chen Wang, Jianmin Wang

IEEE Transactions on Industrial Informatics

DOI

2025

生成式设计：复杂装备设计智能化的新引擎

王建民，龙明盛，吴海旭

《计算》

2025

基于束搜索和改进成本函数的过程一致性检测技术

孙沛瑜，金涛，王建民

《计算机集成制造系统》

DOI

2025

TimesBERT: A BERT-Style Foundation Model for Time Series Understanding

Haoran Zhang, Yong Liu, Yunzhong Qiu, Haixuan Liu, Zhongyi Pei, Jianmin Wang, Mingsheng Long

ACM International Conference on Multimedia (ACM MM)

DOI

2025

CompilerDream: Learning a Compiler World Model for General Code Optimization

Chaoyi Deng, Jialong Wu, Ningya Feng, Jianmin Wang, Mingsheng Long

ACM SIGKDD Conference on Knowledge Discovery and Data Mining (KDD)

DOI

2025

Performance Evaluation of TimechoDB Using TPCx-IoT Benchmark

Xinhao Gu, Xinyu Tan, Jialin Qiao, Junzhi Peng, Steve Yurong Su, Pengcheng Zheng, Xiangdong Huang, Shaoxu Song, Jianmin Wang

Lecture notes in computer science

DOI

2025

Improving Time Series Data Compression in Apache IoTDB

Yuxin Tang, Feng Zhang, Jiawei Guan, Yuan Tian, Xiangdong Huang, Chen Wang, Jianmin Wang, Xiaoyong Du

Proceedings of the VLDB Endowment

DOI

2025

Apache IoTDB: A Time Series Database for Large Scale IoT Applications

Chen Wang, Jialin Qiao, Xiangdong Huang, Shaoxu Song, Haonan Hou, Tian Jiang, Lei Rui, Jianmin Wang, Jiaguang Sun

ACM Transactions on Database Systems

DOI

2025

Largest Triangle Sampling for Visualizing Time Series in Database

Lei Rui, Xiangdong Huang, Shaoxu Song, Chen Wang, Jianmin Wang, Zhao Cao

Proceedings of the ACM on Management of Data

DOI

2025

Migration-Free Elastic Storage of Time Series in Apache IoTDB

Rongzhao Chen, X. Hu, Xiangdong Huang, Chen Wang, Shaoxu Song, Jianmin Wang

Proceedings of the VLDB Endowment

DOI

2025

FlashBias: Fast Computation of Attention with Bias

Hong Ren Wu, Minghao Guo, Yuxin Ma, Yuanxu Sun, Jianmin Wang, Wojciech Matusik, Mingsheng Long

neural information processing systems

DOI

2024

基于谱残差方法的工业互联网时间序列异常检测

焦子南，陈年，金涛，王建民

《计算机集成制造系统》

DOI

2024

基于无监督学习的工业互联网时序数据事件检测

崔博文，卢北辰，金涛，王建民

《计算机集成制造系统》

DOI

2024

面向机器学习应用的可解释性需求分析框架

裴忠一，刘璘，王晨，王建民

《计算机研究与发展》

2024

工业物联网数据管理中的系统负载均衡最优化问题及其求解

张凌哲，朱妤晴，安彦哲，訾源，王建民

《中国科学:信息科学》

2024

BTTackler: A Diagnosis-based Framework for Efficient Deep Learning Hyperparameter Optimization

Zhongyi Pei, Zhiyao Cen, Yipeng Huang, Chen Wang, Lin Liu, Philip S. Yu, Mingsheng Long, Jianmin Wang

ACM SIGKDD Conference on Knowledge Discovery and Data Mining (KDD)

DOI

2024

Apache TsFile: An IoT-Native Time Series File Format

Xin Zhao, Jialin Qiao, Xiangdong Huang, Chen Wang, Shaoxu Song, Jianmin Wang

Proceedings of the VLDB Endowment

DOI

2024

On Reducing Space Amplification with Multi-Column Compaction in Apache IoTDB

Chenguang Fang, Zijie Chen, Shaoxu Song, Xiangdong Huang, Chen Wang, Jianmin Wang

Proceedings of the VLDB Endowment

DOI

2024

Distance-Based Outlier Query Optimization in Apache IoTDB

Yunxiang Su, Shaoxu Song, Xiangdong Huang, Chen Wang, Jianmin Wang

Proceedings of the VLDB Endowment

DOI

2024

Feature Analysis for Incomplete Time Series Classification

Lili Guo, Jianmin Wang, Yu Hua He, Lei Song, Xin Qin, Xu Cheng

International Conference on Frontiers of Artificial Intelligence and Machine Learning (FAIML)

DOI

2024

One Fits Many: Class Confusion Loss for Versatile Domain Adaptation

Ying Lian Jin, Zhangjie Cao, Ximei Wang, Jianmin Wang, Mingsheng Long

IEEE Transactions on Pattern Analysis and Machine Intelligence

DOI

2024

Time Series Representation for Visualization in Apache IoTDB

Lei Rui, Xiangdong Huang, Shaoxu Song, Yuyuan Kang, Chen Wang, Jianmin Wang

Proceedings of the ACM on Management of Data

DOI

2024

Determining Exact Quantiles with Randomized Summaries

Ziling Chen, Haoquan Guan, Shaoxu Song, Xiangdong Huang, Chen Wang, Jianmin Wang

Proceedings of the ACM on Management of Data

DOI

2024

Time series data encoding in Apache IoTDB: comparative analysis and recommendation

Tianrui Xia, Jinzhao Xiao, Yuxiang Huang, Changyu Hu, Shaoxu Song, Xiangdong Huang, Jianmin Wang

The VLDB Journal

DOI

2024

Multimodal Data Encoding and Compression in Apache IoTDB

Wendi He, Tianrui Xia, Shaoxu Song, Xiangdong Huang, Jianmin Wang

International Journal of Software and Informatics

DOI

2023

新一代信息技术环境下高端装备智能制造工程管理理论与方法

杨善林，王建民，侍乐媛，谭跃进，乔非

《管理世界》，Vol. 39, No. 1

下载原文

2023

面向内存表的可动态配置预写日志框架

朱海铭，黄向东，乔嘉林，王建民

《计算机科学与探索》

2023

Time-tired compaction: An elastic compaction scheme for LSM-tree based time-series database

Lingzhe Zhang, Xiangdong Huang, Yankai Wang, Jialin Qiao, Shaoxu Song, Jianmin Wang

Advanced Engineering Informatics

DOI

2023

Omni-Training: Bridging Pre-Training and Meta-Training for Few-Shot Learning

Yang Shu, Zhangjie Cao, Jinghan Gao, Jianmin Wang, Philip S. Yu, Mingsheng Long

IEEE Transactions on Pattern Analysis and Machine Intelligence

DOI

2023

TsQuality: Measuring Time Series Data Quality in Apache IoTDB

Yuanhui Qiu, Chenguang Fang, Shaoxu Song, Xiangdong Huang, Chen Wang, Jianmin Wang

Proceedings of the VLDB Endowment

DOI

2023

Skilful nowcasting of extreme precipitation with NowcastNet

Yuchen Zhang, Mingsheng Long, Kaiyuan Chen, Lanxiang Xing, Ronghua Jin, Michael I. Jordan, Jianmin Wang

Nature

DOI

2023

Apache IoTDB: A Time Series Database for IoT Applications

Chen Wang, Jialin Qiao, Xiangdong Huang, Shaoxu Song, Haonan Hou, Tian Jiang, Lei Rui, Jianmin Wang, Jiaguang Sun

Proceedings of the ACM on Management of Data

DOI

2023

Interpretable weather forecasting for worldwide stations with a unified deep model

Haixu Wu, Hang Zhou, Mingsheng Long, Jianmin Wang

Nature Machine Intelligence

DOI

2023

Grouping Time Series for Efficient Columnar Storage

Chenguang Fang, Shaoxu Song, Haoquan Guan, Xiangdong Huang, Chen Wang, Jianmin Wang

Proceedings of the ACM on Management of Data

DOI

2023

Streaming data cleaning based on speed change

Haoyu Wang, Aoqian Zhang, Shaoxu Song, Jianmin Wang

The VLDB Journal

DOI

2023

Non-Blocking Raft for High Throughput IoT Data

Tian Jiang, Xiangdong Huang, Shaoxu Song, Chen Wang, Jianmin Wang, Ruibo Li, Jincheng Sun

Proceedings - International Conference on Data Engineering

DOI

2023

Backward-Sort for Time Series in Apache IoTDB

Zhenjie Zhang, Hongyin Zhang, Shaoxu Song, Xiangdong Huang, Chen Wang, Jianmin Wang

Proceedings - International Conference on Data Engineering

DOI

2023

ModeRNN: Harnessing Spatiotemporal Mode Collapse in Unsupervised Predictive Learning

Zhiyu Yao, Yunbo Wang, Haixu Wu, Jianmin Wang, Mingsheng Long

IEEE Transactions on Pattern Analysis and Machine Intelligence

DOI

2023

Process Drift Detection in Event Logs with Graph Convolutional Networks

Leilei Lin, Yumeng Jin, Lijie Wen, Wenlong Chen, Ying Di, Yusong Xu, Jianmin Wang

Lecture notes in computer science

DOI

2022

新时期我国工业软件产业发展路径研究

邵珠峰，赵云，王晨，冯希光，王建民，熊虹婷

《中国工程科学》，Vol. 24, No. 2

下载原文

2022

面向非结构化过程模型的轨迹计数方法

邓雅方，林雷蕾，闻立杰，刘瑷玮，钱忱，王建民

《计算机集成制造系统》

2022

基于小波分析的时间序列事件检测方法

卢北辰，常子星，金涛，王建民

《计算机集成制造系统》

2022

面向过程挖掘的日志划分技术综述

林雷蕾，闻立杰，钱忱，宗瓒，王建民

《计算机学报》

2022

工业互联网支持下的数字孪生车间

王建民，宋庆奎，彭莹莹，尚立新

《数字技术与应用》

2022

Development Path of China's Industrial Software Industry in the New Era

Zhufeng Shao, Yun Zhao, Chen Wang, Xi-guang Feng, Jianmin Wang, Hongting Xiong

Strategic Study of CAE

DOI

2022

Efficiently Cleaning Structured Event Logs: A Graph Repair Approach

Ruihong Huang, Jianmin Wang, Shaoxu Song, Xuemin Lin, Xiaochen Zhu, Jian Pei

ACM Transactions on Database Systems

DOI

2022

On Aligning Tuples for Regression

Chenguang Fang, Shaoxu Song, Yinan Mei, Ye Yuan, Jianmin Wang

ACM SIGKDD Conference on Knowledge Discovery and Data Mining (KDD)

DOI

2022

Time series data encoding for efficient storage

Jinzhao Xiao, Yuxiang Huang, Changyu Hu, Shaoxu Song, Xiangdong Huang, Jianmin Wang

Proceedings of the VLDB Endowment

DOI

2022

Separation or Not: On Handing Out-of-Order Time-Series Data in Leveled LSM-Tree

Yuyuan Kang, Xiangdong Huang, Shaoxu Song, Lingzhe Zhang, Jialin Qiao, Chen Wang, Jianmin Wang, Julian Feinauer

Proceedings - International Conference on Data Engineering

DOI

2022

Constructing Compact Time Series Index for Efficient Window Query Processing

Jing Zhao, Peng Wang, Bo Tang, Lu Liu, Chen Wang, Wei Wang, Jianmin Wang

Proceedings - International Conference on Data Engineering

DOI

2022

PredRNN: A Recurrent Neural Network for Spatiotemporal Predictive Learning

Yunbo Wang, Haixu Wu, Jianjin Zhang, Zhifeng Gao, Jianmin Wang, Philip S. Yu, Mingsheng Long

IEEE Transactions on Pattern Analysis and Machine Intelligence

DOI

2022

From Big to Small: Adaptive Learning to Partial-Set Domains

Zhangjie Cao, Kaichao You, Ziyang Zhang, Jianmin Wang, Mingsheng Long

IEEE Transactions on Pattern Analysis and Machine Intelligence

DOI

2022

NLC

Shuye Pan, Peng Wang, Chen Wang, Wei Wang, Jianmin Wang

Proceedings of the VLDB Endowment

DOI

2022

IoTDataBench: Extending TPCx-IoT for Compression and Scalability

Yuqing Zhu, Yanzhe An, Yuan Zi, Yu Feng, Jianmin Wang

Lecture notes in computer science

DOI

2021

物联网大数据场景下的分布式哈希表适用条件分析

安彦哲，朱妤晴，王建民

《计算机学报》

2021

基于过程模型约束的轨迹乱序事件修复方法

王琦，闻立杰，邓雅方，钱忱，王建民

《计算机集成制造系统》

DOI

2021

数据资产价值评估与定价：研究综述和展望

尹传儒，金涛，张鹏，王建民，陈嘉一

《大数据》

2021

VideoDG: Generalizing Temporal Relations in Videos to Novel Domains

Zhiyu Yao, Yunbo Wang, Jianmin Wang, Philip S. Yu, Mingsheng Long

IEEE Transactions on Pattern Analysis and Machine Intelligence

DOI

2021

Stream Data Cleaning under Speed and Acceleration Constraints

Shaoxu Song, Fei Gao, Aoqian Zhang, Jianmin Wang, Philip S. Yu

ACM Transactions on Database Systems

DOI

2021

Transfer Learning with Graph Co-Regularization

Mingsheng Long, Jianmin Wang, Guiguang Ding, Dou Shen, Qiang Yang

Proceedings of the AAAI Conference on Artificial Intelligence

DOI

2021

Representation Subspace Distance for Domain Adaptation Regression

Xinyang Chen, Sinan Wang, Jianmin Wang, Mingsheng Long

International Conference on Machine Learning

2021

Why Not Match: On Explanations of Event Pattern Queries

Shaoxu Song, Ruihong Huang, Yu Gao, Jianmin Wang

Proceedings - ACM-SIGMOD International Conference on Management of Data

DOI

2021

MotionRNN: A Flexible Model for Video Prediction with Spacetime-Varying Motions

Haixu Wu, Zhiyu Yao, Jianmin Wang, Mingsheng Long

IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings - IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings

DOI

2021

Open Domain Generalization with Domain-Augmented Meta-Learning

Shu Yang, Zhangjie Cao, Chenyu Wang, Jianmin Wang, Mingsheng Long

IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings - IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings

DOI

2021

Transferable Query Selection for Active Domain Adaptation

Bo Fu, Zhangjie Cao, Jianmin Wang, Mingsheng Long

IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings - IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings

DOI

2021

Regressive Domain Adaptation for Unsupervised Keypoint Detection

Junguang Jiang, Yifei Ji, Ximei Wang, Yufeng Liu, Jianmin Wang, Mingsheng Long

IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings - IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings

DOI

2021

MetaSets: Meta-Learning on Point Sets for Generalizable Representations

Chao Huang, Zhangjie Cao, Yunbo Wang, Jianmin Wang, Mingsheng Long

IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings - IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings

DOI

2021

EXPERIENCE: Algorithms and Case Study for Explaining Repairs with Uniform Profiles over IoT Data

Zhicheng Liu, Yang Zhang, Ruihong Huang, Zhiwei Chen, Shaoxu Song, Jianmin Wang

Journal of Data and Information Quality

DOI

2021

GRAB: Finding Time Series Natural Structures via A Novel Graph-based Scheme

Yi Lü, Peng Wang, Bo Tang, Shen Liang, Chen Wang, Wei Wang, Jianmin Wang

Proceedings - International Conference on Data Engineering

DOI

2021

Cleaning timestamps with temporal constraints

Shaoxu Song, Ruihong Huang, Yue Cao, Jianmin Wang

The VLDB Journal

DOI

2021

Time Series Data Cleaning under Multi-Speed Constraints

Fei Gao, Shaoxu Song, Jianmin Wang

International Journal of Software and Informatics

DOI

2021

MM-CPred: A Multi-task Predictive Model for Continuous-Time Event Sequences with Mixture Learning Losses

Lin Li, Zan Zong, Lijie Wen, Chen Qian, Shuang Li, Jianmin Wang

Lecture notes in computer science

DOI

2020

数字孪生技术关键应用及方法研究

王建民，杨子兵，桑腾，薛永胜

《数字技术与应用》

DOI

2020

基于信息熵的无标日志划分评价方法

林雷蕾，杨良，闻立杰，周华，王建民

《计算机集成制造系统》

DOI

2020

基于结构关系的过程模型推荐方法

王华清，夏鑫，闻立杰，邱泓钧，王建民

《计算机集成制造系统》

DOI

2020

工业大数据软件面临的挑战及应用发展

王建民

《信息通信技术与政策》

2020

面向季节性时空数据的预测式循环网络及其在城市计算中的应用

张建晋，王韫博，龙明盛，王建民，王海峰

《计算机学报》

2020

数字孪生车间信息物理融合理论与技术的分析

王建民，尚立新，刘健，廉小磊

《电子技术与软件工程》

2020

开源软件中的大数据管理技术

江天，乔嘉林，黄向东，王建民

《科技导报》

2020

大数据战略:从数据大国到数据强国

王建民

《科技导报》

2020

GAHNE: Graph-Aggregated Heterogeneous Network Embedding

Xiaohe Li, Lijie Wen, Qian Chen, Jianmin Wang

Proceedings - International Conference on Tools with Artificial Intelligence, TAI

DOI

2020

Resource Efficient Domain Adaptation

Junguang Jiang, Ximei Wang, Mingsheng Long, Jianmin Wang

ACM International Conference on Multimedia (ACM MM)

DOI

2020

Apache IoTDB

Chen Wang, Xiangdong Huang, Jialin Qiao, Tian Jiang, Lei Rui, Jinrui Zhang, Rong Kang, Julian Feinauer, Kevin A. McGrail, Peng Wang, Diaohan Luo, Jun Yuan, Jianmin Wang, Jiaguang Sun

Proceedings of the VLDB Endowment

DOI

2020

A Multi-Player Minimax Game for Generative Adversarial Networks

Ying Jin, Yunbo Wang, Mingsheng Long, Jianmin Wang, Philip S. Yu, Jiaguang Sun

IEEE International Conference on Multimedia and Expo (ICME)

DOI

2020

Multi-Task Learning of Generalizable Representations for Video Action Recognition

Zhiyu Yao, Yunbo Wang, Mingsheng Long, Jianmin Wang, Philip S. Yu, Jiaguang Sun

IEEE International Conference on Multimedia and Expo (ICME)

DOI

2020

Progressive Adversarial Networks for Fine-Grained Domain Adaptation

Sinan Wang, Xinyang Chen, Yunbo Wang, Mingsheng Long, Jianmin Wang

IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings - IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings

DOI

2020

The design of Apache IoTDB distributed framework

Xiangdong Huang, Dongfang MAO, Jianmin Wang, Jun Yuan, Yi Xu, Tianan LI

Scientia Sinica Informationis

DOI

2020

Simultaneous Learning of Pivots and Representations for Cross-Domain Sentiment Classification

Liang Li, Weirui Ye, Mingsheng Long, Yateng Tang, Jin Xu, Jianmin Wang

Proceedings of the AAAI Conference on Artificial Intelligence

DOI

2020

Swapping Repair for Misplaced Attribute Values

Yu Sun, Shaoxu Song, Chen Wang, Jianmin Wang

Proceedings - International Conference on Data Engineering

DOI

2020

Minimum Class Confusion for Versatile Domain Adaptation

Ying Jin, Ximei Wang, Mingsheng Long, Jianmin Wang

Lecture notes in computer science

DOI

2020

Learning to Detect Open Classes for Universal Domain Adaptation

Bo Fu, Zhangjie Cao, Mingsheng Long, Jianmin Wang

Lecture notes in computer science

DOI

2020

An Approach for Process Model Extraction by Multi-grained Text Classification

Qian Chen, Lijie Wen, Akhil Kumar, Leilei Lin, Lin Li, Zan Zong, Shu’ang Li, Jianmin Wang

Lecture notes in computer science

DOI

2020

Heterogeneous Replicas for Multi-dimensional Data Management

Jialin Qiao, Yuyuan Kang, Xiangdong Huang, Lei Rui, Tian Jiang, Jianmin Wang, Philip S. Yu

Lecture notes in computer science

DOI

2020

Transferring Pretrained Networks to Small Data via Category Decorrelation

Ying Jin, Zhangjie Cao, Mingsheng Long, Jianmin Wang

British Machine Vision Conference (BMVC)

DOI

2019

基于不均匀空间划分和R树的时空索引

赵馨逸，黄向东，乔嘉林，康荣，李娜，王建民

《计算机研究与发展》

2019

基于遗传算法的临床路径本地化研究

黄俊捷，金涛，王建民

《计算机集成制造系统》

DOI

2019

诊疗活动向量化表示研究

周梦颖，金涛，王瀛，王建民

《计算机集成制造系统》

DOI

2019

基于Spark的并行分布式过程挖掘算法

胡小强，吴翾，闻立杰，王建民

《计算机集成制造系统》

DOI

2019

从事件日志中发现过程模型的渐变漂移

郑灿彬，吴翾，闻立杰，王建民

《计算机集成制造系统》

2019

一种基于最大流的分布式存储系统中查询任务最优分配算法

徐毅，王建民，黄向东，董一峰，康荣，乔嘉林

《计算机学报》

2019

TsOutlier: Explaining Outliers with Uniform Profiles over IoT Data

Ruihong Huang, Zhiwei Chen, Zhicheng Liu, Shaoxu Song, Jianmin Wang

IEEE International Conference on Big Data (BigData)

DOI

2019

Maximum-Margin Hamming Hashing

Rong Kang, Yue Cao, Mingsheng Long, Jianmin Wang, Philip S. Yu

IEEE/CVF International Conference on Computer Vision (ICCV)

DOI

2019

Dual-PISA: An index for aggregation operations on time series data

Jialin Qiao, Xiangdong Huang, Jianmin Wang, Raymond K. Wong

Information Systems

DOI

2019

Transferable Attention for Domain Adaptation

Ximei Wang, Liang Li, Weirui Ye, Mingsheng Long, Jianmin Wang

Proceedings of the AAAI Conference on Artificial Intelligence

DOI

2019

Transferable Curriculum for Weakly-Supervised Domain Adaptation

Shu Yang, Zhangjie Cao, Mingsheng Long, Jianmin Wang

Proceedings of the AAAI Conference on Artificial Intelligence

DOI

2019

Universal Domain Adaptation

Kaichao You, Mingsheng Long, Zhangjie Cao, Jianmin Wang, Michael I. Jordan

IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings - IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings

DOI

2019

Memory in Memory: A Predictive Neural Network for Learning Higher-Order Non-Stationarity From Spatiotemporal Dynamics

Yunbo Wang, Jianjin Zhang, Hongyu Zhu, Mingsheng Long, Jianmin Wang, Philip S. Yu

IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings - IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings

DOI

2019

Separate to Adapt: Open Set Domain Adaptation via Progressive Separation

Hong Liu, Zhangjie Cao, Mingsheng Long, Jianmin Wang, Qiang Yang

IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings - IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings

DOI

2019

Learning to Transfer Examples for Partial Domain Adaptation

Zhangjie Cao, Kaichao You, Mingsheng Long, Jianmin Wang, Qiang Yang

IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings - IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings

DOI

2019

Transferability vs. Discriminability: Batch Spectral Penalization for Adversarial Domain Adaptation

Xinyang Chen, Sinan Wang, Mingsheng Long, Jianmin Wang

International Conference on Machine Learning

2019

Transferable Adversarial Training: A General Approach to Adapting Deep Classifiers

Hong Liu, Mingsheng Long, Jianmin Wang, Michael I. Jordan

International Conference on Machine Learning

2019

Learning Individual Models for Imputation

Aoqian Zhang, Shaoxu Song, Yu Sun, Jianmin Wang

Proceedings - International Conference on Data Engineering

DOI

2019

Decomposed and parallel process discovery: A framework and application

Zhiqiang Yan, Bo Sun, Yu Chen, Lijie Wen, Lei Hu, Jianmin Wang, Yang Ming-ji, Lu Wang

Future Generation Computer Systems

DOI

2018

基于临床数据挖掘的医疗过程异常发现方法及应用

魏志杰，金涛，王建民

《计算机集成制造系统》

DOI

2018

工业大数据软件技术

王建民

《今日工程机械》

2018

大数据系统软件创新平台与生态建设

王建民，王晨，刘英博，刘璘

《大数据》

2018

基于可扩展活动关系的过程概念漂移检测

郑灿彬，闻立杰，王建民

《计算机集成制造系统》

DOI

2018

Transferable Representation Learning with Deep Adaptation Networks

Mingsheng Long, Yue Cao, Zhangjie Cao, Jianmin Wang, Michael I. Jordan

IEEE Transactions on Pattern Analysis and Machine Intelligence

DOI

2018

Enriching Data Imputation under Similarity Rule Constraints

Shaoxu Song, Yu Sun, Aoqian Zhang, Lei Chen, Jianmin Wang

IEEE Transactions on Knowledge and Data Engineering

DOI

2018

Deep Triplet Quantization

Bin Liu, Yue Cao, Mingsheng Long, Jianmin Wang, Jingdong Wang

ACM International Conference on Multimedia (ACM MM)

DOI

2018

Deep Priority Hashing

Zhangjie Cao, Ziping Sun, Mingsheng Long, Jianmin Wang, Philip S. Yu

ACM International Conference on Multimedia (ACM MM)

DOI

2018

PredCNN: Predictive Learning with Cascade Convolutions

Ziru Xu, Yunbo Wang, Mingsheng Long, Jianmin Wang

International Joint Conference on Artificial Intelligence

DOI

2018

Partial Transfer Learning with Selective Adversarial Networks

Zhangjie Cao, Mingsheng Long, Jianmin Wang, Michael I. Jordan

IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings - IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings

DOI

2018

Multi-Adversarial Domain Adaptation

Zhongyi Pei, Zhangjie Cao, Mingsheng Long, Jianmin Wang

Proceedings of the AAAI Conference on Artificial Intelligence

DOI

2018

Unsupervised Domain Adaptation With Distribution Matching Machines

Yue Cao, Mingsheng Long, Jianmin Wang

Proceedings of the AAAI Conference on Artificial Intelligence

DOI

2018

Transfer Adversarial Hashing for Hamming Space Retrieval

Zhangjie Cao, Mingsheng Long, Chao Huang, Jianmin Wang

Proceedings of the AAAI Conference on Artificial Intelligence

DOI

2018

Estimating Global Completeness of Event Logs: A Comparative Study

Jisheng Pei, Lijie Wen, Hedong Yang, Jianmin Wang, Xiaojun Ye

IEEE Transactions on Services Computing

DOI

2018

Partial Adversarial Domain Adaptation

Zhangjie Cao, Lijia Ma, Mingsheng Long, Jianmin Wang

Lecture notes in computer science

DOI

2018

Cross-Modal Hamming Hashing

Yue Cao, Bin Liu, Mingsheng Long, Jianmin Wang

Lecture notes in computer science

DOI

2018

RLRecommender: A Representation-Learning-Based Recommendation Method for Business Process Modeling

Huaqing Wang, Lijie Wen, Lin Li, Jianmin Wang

Lecture notes in computer science

DOI

2018

Matching Consecutive Subpatterns over Streaming Time Series

Rong Kang, Chen Wang, Peng Wang, Yuting Ding, Jianmin Wang

Lecture notes in computer science

DOI

2017

《大数据安全标准化白皮书(2017)》解读

王建民，金涛，叶润国

《信息技术与标准化》

2017

基于条件概率的临床诊疗事件打包算法研究

黄浩未，金涛，王建民

《计算机集成制造系统》

2017

基于任务发生关系的流程模型相似性度量

宋金凤，闻立杰，王建民

《计算机研究与发展》

2017

面向近似近邻查询的分布式哈希学习方法

文庆福，王建民，朱晗，曹越，龙明盛

《计算机学报》

2017

工业大数据及其技术挑战

王晨，郭朝晖，王建民

《信息通信技术与政策》

2017

工业大数据技术综述

王建民

《大数据》

2017

工业大数据走向决战时刻

王建民

《中国工业和信息化》

2017

Incorporating domain knowledge into clinical goal discovering for clinical pathway mining

Xu Xiao, Tao Jin, Zhijie Wei, Jianmin Wang

IEEE EMBS International Conference on Biomedical & Health Informatics (BHI)

DOI

2017

Performance and Replica Consistency Simulation for Quorum-Based NoSQL System Cassandra

Xiangdong Huang, Jianmin Wang, Jialin Qiao, Liangfan Zheng, Jinrui Zhang, Raymond K. Wong

Lecture notes in computer science

DOI

2017

Extracting Clinical-event-packages from Billing Data for Clinical Pathway Mining

Haowei Huang, Tao Jin, Jianmin Wang

Lecture notes in computer science

DOI

2017

HashNet: Deep Learning to Hash by Continuation

Zhangjie Cao, Mingsheng Long, Jianmin Wang, Philip S. Yu

IEEE International Conference on Computer Vision (ICCV)

DOI

2017

Spatiotemporal Pyramid Network for Video Action Recognition

Yunbo Wang, Mingsheng Long, Jianmin Wang, Philip S. Yu

IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings - IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings

DOI

2017

Deep Visual-Semantic Quantization for Efficient Image Retrieval

Yue Cao, Mingsheng Long, Jianmin Wang, Shichen Liu

IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings - IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings

DOI

2017

Time series data cleaning

Aoqian Zhang, Shaoxu Song, Jianmin Wang, Philip S. Yu

Proceedings of the VLDB Endowment

DOI

2017

Matching Heterogeneous Events with Patterns

Shaoxu Song, Yu Gao, Chaokun Wang, Xiaochen Zhu, Jianmin Wang, Philip S. Yu

IEEE Transactions on Knowledge and Data Engineering

DOI

2017

An experimental study on tuning the consistency of NoSQL systems

Xiangdong Huang, Jianmin Wang, Philip S. Yu, Jian Bai, Jinrui Zhang

Concurrency and Computation Practice and Experience

DOI

2017

Collective Deep Quantization for Efficient Cross-Modal Retrieval

Yue Cao, Mingsheng Long, Jianmin Wang, Shichen Liu

Proceedings of the AAAI Conference on Artificial Intelligence

DOI

2017

Transitive Hashing Network for Heterogeneous Multimedia Retrieval

Zhangjie Cao, Mingsheng Long, Jianmin Wang, Qiang Yang

Proceedings of the AAAI Conference on Artificial Intelligence

DOI

2017

Detecting Process Concept Drifts from Event Logs

Canbin Zheng, Lijie Wen, Jianmin Wang

Lecture notes in computer science

DOI

2017

Structural Descriptions of Process Models Based on Goal-Oriented Unfolding

Qian Chen, Lijie Wen, Jianmin Wang, Akhil Kumar, Haoran Li

Lecture notes in computer science

DOI

2016

基于变迁标签图编辑距离的过程模型相似性度量

王子璇，闻立杰，汪抒浩，王建民

《计算机集成制造系统》

2016

工业大数据技术

王建民

《信息通信技术与政策》

2016

一种基于诱导规则的Petri网完备日志生成算法

靳伟国，闻立杰，王建民，武年华

《计算机应用研究》

2016

PISA

Xiangdong Huang, Jianmin Wang, Raymond K. Wong, Jinrui Zhang, Chen Wang

DOI

2016

Cross-View Retrieval via Probability-Based Semantics-Preserving Hashing

Zijia Lin, Guiguang Ding, Jungong Han, Jianmin Wang

IEEE Transactions on Cybernetics

DOI

2016

Inferring Directions of Undirected Social Ties

Jun Zhang, Chaokun Wang, Jianmin Wang, Jeffrey Xu Yu, Jun Chen, Changping Wang

IEEE Transactions on Knowledge and Data Engineering

DOI

2016

Summarizing patient daily activities for clinical pathway mining

Xu Xiao, Tao Jin, Jianmin Wang

IEEE International Conference on e-Health Networking, Applications and Services (Healthcom)

DOI

2016

Deep Visual-Semantic Hashing for Cross-Modal Retrieval

Yue Cao, Mingsheng Long, Jianmin Wang, Qiang Yang, Philip S. Yu

ACM SIGKDD International Conference on Knowledge Discovery and Data Mining (KDD)

DOI

2016

Efficient Recovery of Missing Events

Jianmin Wang, Shaoxu Song, Xiaochen Zhu, Xuemin Lin, Jiaguang Sun

IEEE Transactions on Knowledge and Data Engineering

DOI

2016

Recommendation for Repeat Consumption from User Implicit Feedback

Jun Chen, Chaokun Wang, Jianmin Wang, Philip S. Yu

IEEE Transactions on Knowledge and Data Engineering

DOI

2016

Semi-supervised active learning with cross-class sample transfer

Yuchen Guo, Guiguang Ding, Yue Gao, Jianmin Wang

International Joint Conference on Artificial Intelligence

2016

Efficient Set-Correlation Operator Inside Databases

Fei Gao, Shaoxu Song, Lei Chen, Jianmin Wang

Journal of Computer Science and Technology

DOI

2016

Sequential Data Cleaning

Aoqian Zhang, Shaoxu Song, Jianmin Wang

Proceedings - ACM-SIGMOD International Conference on Management of Data

DOI

2016

Constraint-Variance Tolerant Data Repairing

Shaoxu Song, Han Zhu, Jianmin Wang

Proceedings - ACM-SIGMOD International Conference on Management of Data

DOI

2016

Correlation Autoencoder Hashing for Supervised Cross-Modal Search

Yue Cao, Mingsheng Long, Jianmin Wang, Han Zhu

ACM International Conference on Multimedia Retrieval (ICMR)

DOI

2016

Cleaning timestamps with temporal constraints

Shaoxu Song, Yue Cao, Jianmin Wang

Proceedings of the VLDB Endowment

DOI

2016

TCPM: Topic-Based Clinical Pathway Mining

Xu Xiao, Tao Jin, Zhijie Wei, Cheng Lv, Jianmin Wang

DOI

2016

Deep Learning of Transferable Representation for Scalable Domain Adaptation

Mingsheng Long, Jianmin Wang, Yue Cao, Jiaguang Sun, Philip S. Yu

IEEE Transactions on Knowledge and Data Engineering

DOI

2016

Deep Quantization Network for Efficient Image Retrieval

Yue Cao, Mingsheng Long, Jianmin Wang, Han Zhu, Qingfu Wen

Proceedings of the AAAI Conference on Artificial Intelligence

DOI

2016

Transductive Zero-Shot Recognition via Shared Model Space Learning

Yuchen Guo, Guiguang Ding, Xiaoming Jin, Jianmin Wang

Proceedings of the AAAI Conference on Artificial Intelligence

DOI

2016

Deep Hashing Network for Efficient Similarity Retrieval

Han Zhu, Mingsheng Long, Jianmin Wang, Yue Cao

Proceedings of the AAAI Conference on Artificial Intelligence

DOI

2016

ExRORU: A New Approach to Characterize the Behavioral Semantics of Process Models (Short Paper)

Shuhao Wang, Lijie Wen, Akhil Kumar, Jianmin Wang, Jianwen Su

Lecture notes in computer science

DOI

2015

海量流程实例的存储、索引与检索

郭芬，闻立杰，王建民，丁子哲，高翔

《计算机集成制造系统》

DOI

2015

基于变迁紧邻关系重要性的流程相似性算法

殷明，闻立杰，王建民，肖汉，丁子哲，高翔

《计算机集成制造系统》

DOI

2015

探索走出符合国情的工业大数据自主之路——工业大数据的范畴、关键问题与实践

王建民

《中国设备工程》

2015

智能制造基础之工业大数据

王建民

《机器人产业》

2015

A Creative Lifecycle Model for Internetware Based Software Development

Lin Liu, Jianmin Wang, Xiaojun Ye, Hongji Yang

Asia-Pacific Symposium on Internetware

DOI

2015

An anomaly detection approach for multiple monitoring data series based on latent correlation probabilistic model

Jianwei Ding, Yingbo Liu, Li Zhang, Jianmin Wang, Liu Y

Applied Intelligence

DOI

2015

Optimizing data partition for scaling out NoSQL cluster

Xiangdong Huang, Jianmin Wang, Yu Zhong, Shaoxu Song, Philip S. Yu

Concurrency and Computation Practice and Experience

DOI

2015

Optimizing Data Partition for NoSQL Cluster

Xiangdong Huang, Jianmin Wang, Yu Zhong, Philip S. Yu

DOI

2015

Enriching data imputation with extensive similarity neighbors

Shaoxu Song, Aoqian Zhang, Lei Chen, Jianmin Wang

Proceedings of the VLDB Endowment

DOI

2015

Towards an Applied Oral Health Ontology: A Round Trip between Clinical Data and Experiential Medical Knowledge

Letong Feng, Yanqing Li, Lin Liu, Xiaojun Ye, Jianmin Wang, Zhanqiang Cao, Xin Peng

IEEE Annual Computer Software and Applications Conference (COMPSAC)

DOI

2015

Semantics-preserving hashing for cross-view retrieval

Zijia Lin, Guiguang Ding, Mingqing Hu, Jianmin Wang

IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings - IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings

DOI

2015

SCREEN

Shaoxu Song, Aoqian Zhang, Jianmin Wang, Philip S. Yu

Proceedings - ACM-SIGMOD International Conference on Management of Data

DOI

2015

Cleaning structured event logs: A graph repair approach

Jianmin Wang, Shaoxu Song, Xuemin Lin, Xiaochen Zhu, Jian Pei

Proceedings - International Conference on Data Engineering

DOI

2015

Learning Predictable and Discriminative Attributes for Visual Recognition

Yuchen Guo, Guiguang Ding, Xiaoming Jin, Jianmin Wang

Proceedings of the AAAI Conference on Artificial Intelligence

DOI

2015

A Personalized Interest-Forgetting Markov Model for Recommendations

Jun Chen, Chaokun Wang, Jianmin Wang

Proceedings of the AAAI Conference on Artificial Intelligence

DOI

2015

Will You "Reconsume" the Near Past? Fast Prediction on Short-Term Reconsumption Behaviors

Jun Chen, Chaokun Wang, Jianmin Wang

Proceedings of the AAAI Conference on Artificial Intelligence

DOI

2015

Mining Invisible Tasks in Non-free-choice Constructs

Qinlong Guo, Lijie Wen, Jianmin Wang, Zhiqiang Yan, Philip S. Yu

Lecture notes in computer science

DOI

2015

Discovering BPMN Models with Sub-processes and Multi-instance Markers

Yuquan Wang, Lijie Wen, Zhiqiang Yan, Bo Sun, Jianmin Wang

Lecture notes in computer science

DOI

2015

Modeling the Process of Event Sequence Data Generated for Working Condition Diagnosis

Jianwei Ding, Yingbo Liu, Li Zhang, Jianmin Wang

Mathematical Problems in Engineering

DOI

2015

Spare Part Demand Prediction Based on Context-Aware Matrix Factorization

Jianwei Ding, Yingbo Liu, Yuan Wen Cao, Li Zhang, Jianmin Wang

Lecture notes in computer science

DOI

2015

TAR++: A New Process Model Similarity Algorithm Based on the Importance of TARs

Shuhao Wang, Ming Yin, Zixuan Wang, Jianmin Wang

Lecture notes in business information processing

DOI

2014

Refactor Business Process Models with Maximized Parallelism

Tao Jin, Jianmin Wang, Yun Jin Yang, Lijie Wen, Keqin Li

IEEE Transactions on Services Computing

DOI

2014

Domain Invariant Transfer Kernel Learning

Mingsheng Long, Jianmin Wang, Jiaguang Sun, Philip S. Yu

IEEE Transactions on Knowledge and Data Engineering

DOI

2014

Modeling the Interest-Forgetting Curve for Music Recommendation

Jun Chen, Chaokun Wang, Jianmin Wang

ACM International Conference on Multimedia (ACM MM)

DOI

2014

Inferring continuous dynamic social influence and personal preference for temporal behavior prediction

Jun Zhang, Chaokun Wang, Jianmin Wang, Jeffrey Xu Yu

Proceedings of the VLDB Endowment

DOI

2014

MapReduce for Large-Scale Monitor Data Analyses

Jianwei Ding, Yingbo Liu, Li Zhang, Jianmin Wang

IEEE International Conference on Trust, Security and Privacy in Computing and Communications (TrustCom)

DOI

2014

A simple model clarifies the complicated relationships of complex networks

Bojin Zheng, Hongrun Wu, Li Kuang, Jun Qin, Wenhua Du, Jianmin Wang, Deyi Li

Scientific Reports

DOI

2014

Local Hybrid Coding for Image Classification

Xiang Wu, Jianmin Wang, Mingsheng Long

Proceedings - International Conference on Pattern Recognition/Proceedings/International Conference on Pattern Recognition

DOI

2014

Multi-label Classification via Feature-aware Implicit Label Space Encoding

Zijia Lin, Guiguang Ding, Mingqing Hu, Jianmin Wang

International Conference on Machine Learning

2014

Learning Temporal Dynamics of Behavior Propagation in Social Networks

Jun Zhang, Chaokun Wang, Jianmin Wang

Proceedings of the AAAI Conference on Artificial Intelligence

DOI

2014

Matching heterogeneous event data

Xiaochen Zhu, Shaoxu Song, Xiang Lian, Jianmin Wang, Lei Zou

Proceedings - ACM-SIGMOD International Conference on Management of Data

DOI

2014

CPL+: An improved approach for evaluating the local completeness of event logs

Hedong Yang, Lijie Wen, Jianmin Wang, Raymond K. Wong

Information Processing Letters

DOI

2014

Transfer Joint Matching for Unsupervised Domain Adaptation

Mingsheng Long, Jianmin Wang, Guiguang Ding, Jiaguang Sun, Philip S. Yu

IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings - IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings

DOI

2014

Inherent Replica Inconsistency in Cassandra

Xiangdong Huang, Jianmin Wang, Jian Bai, Guiguang Ding, Mingsheng Long

IEEE International Congress on Big Data (BigData Congress)

DOI

2014

Editorial

Barbara Weber, Florian Daniel, Jianmin Wang

Information Systems

DOI

2014

Who proposed the relationship?

Jun Zhang, Chaokun Wang, Jianmin Wang

International World Wide Web Conference (WWW)

DOI

2014

Session details: Volume II: Software development, system software & security: enterprise engineering track

Artur Caetano, Rafael Accorsi, Minseok Song, Jianmin Wang

ACM Symposium on Applied Computing

DOI

2014

An Advanced MapReduce: Cloud MapReduce, Enhancements and Applications

Devendra Dahiphale, Rutvik Karve, Athanasios V. Vasilakos, Huan Liu, Zhiwei Yu, Amit Chhajer, Jianmin Wang, Chaokun Wang

IEEE Transactions on Network and Service Management

DOI

2014

Matching heterogeneous events with patterns

Xiaochen Zhu, Shaoxu Song, Jianmin Wang, Philip S. Yu, Jiaguang Sun

Proceedings - International Conference on Data Engineering

DOI

2014

A Unified Framework for Answering k Closest Pairs Queries and Variants

Muhammad Aamir Cheema, Xuemin Lin, Haixun Wang, Jianmin Wang, Wenjie Zhang

IEEE Transactions on Knowledge and Data Engineering

DOI

2014

How to guarantee compliance between workflows and product lifecycles?

Zhaoxia Wang, Arthur H. M. ter Hofstede, Chun Ouyang, Moe Thandar Wynn, Jianmin Wang, Xiaochen Zhu

Information Systems

DOI

2014

Requirements model driven adaption and evolution of Internetware

Lin Liu, Chen Yang, Jianmin Wang, Xiaojun Ye, Yingbo Liu, Hongji Yang, Xiaodong Liu

Science China Information Sciences

DOI

2014

CFS: A Behavioral Similarity Algorithm for Process Models Based on Complete Firing Sequences

Zihe Dong, Lijie Wen, Haowei Huang, Jianmin Wang

Lecture notes in computer science

DOI

2014

Efficient Syntactic Process Difference Detection Using Flexible Feature Matching

Keqiang Liu, Zhiqiang Yan, Yuquan Wang, Lijie Wen, Jianmin Wang

Lecture notes in business information processing

DOI

2014

TAGER: Transition-Labeled Graph Edit Distance Similarity Measure on Process Models

Zixuan Wang, Lijie Wen, Jianmin Wang, Shuhao Wang

Lecture notes in computer science

DOI

2014

Efficient Behavioral-Difference Detection between Business Process Models

Zhiqiang Yan, Yuquan Wang, Lijie Wen, Jianmin Wang

Lecture notes in computer science

DOI

2014

A Universal Significant Reference Model Set for Process Mining Evaluation Framework

Qinlong Guo, Lijie Wen, Jianmin Wang, Zizhe Ding, Cheng Lv

Lecture notes in business information processing

DOI

2014

LCAD: A Correlation Based Abnormal Pattern Detection Approach for Large Amount of Monitor Data

Jianwei Ding, Yingbo Liu, Li Zhang, Jianmin Wang

Lecture notes in computer science

DOI

2013

支持大规模监测数据分析的LaUD-KV聚集操作扩展

徐昊，杨义繁，张力，刘英博，王建民

《计算机集成制造系统》

DOI

2013

关于“业务过程管理”专栏

王建民

《计算机集成制造系统》

DOI

2013

时序行为特征描述模式体系的化简

宋亮，闻立杰，王建民，孔辉，刘国平，刘廷龙

《计算机集成制造系统》

2013

基于Petri网编辑距离相似性的过程模型存储机制

李婕，闻立杰，王建民

《计算机集成制造系统》

2013

基于任务最短跟随距离矩阵的流程模型行为相似性算法

汪抒浩，闻立杰，魏代森，王建民，闫志强

《计算机集成制造系统》

2013

基于MapReduce的海量事件日志并行转化算法

窦蒙，闻立杰，王建民，闫志强

《计算机集成制造系统》

2013

大规模装备监测数据的NoSQL存储方案

钟雨，黄向东，刘丹，黄宇霞，田炜，王建民

《计算机集成制造系统》

2013

基于数据质量规则的缺失结果解释约减

张奥千，宋韶旭，王建民

《计算机研究与发展》

2013

Transfer Feature Learning with Joint Distribution Adaptation

Mingsheng Long, Jianmin Wang, Guiguang Ding, Jiaguang Sun, Philip S. Yu

IEEE International Conference on Computer Vision (ICCV)

DOI

2013

A multidimensional data model for TPC-DS benchmarking

Dan Chen, Xiaojun Ye, Jianmin Wang

Asia-Pacific Symposium on Internetware

DOI

2013

Proceedings of the 11th international conference on Business Process Management

Florian Daniel, Jianmin Wang, Barbara Weber

2013

LAFT-Explorer

Jun Zhang, Chaokun Wang, Yuanchi Ning, Yichi Liu, Jianmin Wang, Philip S. Yu

ACM SIGKDD International Conference on Knowledge Discovery and Data Mining (KDD)

DOI

2013

Efficient recovery of missing events

Jianmin Wang, Shaoxu Song, Xiaochen Zhu, Xuemin Lin

Proceedings of the VLDB Endowment

DOI

2013

Learning latent friendship propagation networks with interest awareness for link prediction

Jun Zhang, Chaokun Wang, Philip S. Yu, Jianmin Wang

International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR)

DOI

2013

Adaptation Regularization: A General Framework for Transfer Learning

Mingsheng Long, Jianmin Wang, Guiguang Ding, Sinno Jialin Pan, Philip S. Yu

IEEE Transactions on Knowledge and Data Engineering

DOI

2013

Transfer Learning with Graph Co-Regularization

Mingsheng Long, Jianmin Wang, Guiguang Ding, Dou Shen, Qiang Yang

IEEE Transactions on Knowledge and Data Engineering

DOI

2013

Transfer Sparse Coding for Robust Image Representation

Mingsheng Long, Guiguang Ding, Jianmin Wang, Jiaguang Sun, Yuchen Guo, Philip S. Yu

IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings - IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings

DOI

2013

Image Tag Completion via Image-Specific and Tag-Specific Linear Sparse Reconstructions

Zijia Lin, Guiguang Ding, Mingqing Hu, Jianmin Wang, Xiaojun Ye

IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings - IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings

DOI

2013

A semantic‐aware data generator for ETL workflows

Naiqiao Du, Xiaojun Ye, Jianmin Wang

Concurrency and Computation Practice and Experience

DOI

2013

Querying business process model repositories

Jianmin Wang, Tao Jin, Raymond K. Wong, Lijie Wen

World Wide Web

DOI

2013

RECODS: Replica consistency-on-demand store

Yuqing Zhu, Philip S. Yu, Jianmin Wang

Proceedings - International Conference on Data Engineering

DOI

2013

Computing Refined Ordering Relations with Uncertainty for Acyclic Process Models

Tao Jin, Jianmin Wang, Lijie Wen, Gen Zou

IEEE Transactions on Services Computing

DOI

2013

Aggregate nearest neighbor queries in uncertain graphs

Zhang Liu, Chaokun Wang, Jianmin Wang

World Wide Web

DOI

2013

LaFT-tree

Jun Zhang, Chaokun Wang, Jianmin Wang, Philip S. Yu

ACM International Conference on Web Search and Data Mining (WSDM)

DOI

2013

APQL: A Process-Model Query Language

Arthur H. M. ter Hofstede, Chun Ouyang, Marcello La Rosa, Song Liang, Jianmin Wang, Artem Polyvyanyy

Lecture notes in business information processing

DOI

2013

Service-Oriented Computing - ICSOC 2012 Workshops

Aditya Ghose, Huibiao Zhu, Qi Yu, Alex Delis, Quang Z. Sheng, Olivier Perrin, Jianmin Wang, Yan Wang

Lecture notes in computer science

DOI

2013

Efficient Semantics-Based Compliance Checking Using LTL Formulae and Unfolding

Song Liang, Jianmin Wang, Lijie Wen, Hui Kong

Journal of Applied Mathematics

DOI

2013

Business Process Management

Florian Daniel, Jianmin Wang, Barbara Weber

Lecture notes in computer science

DOI

2013

Process Model Storage Solutions: Proposition and Evaluation

Jie Li, Lijie Wen, Jianmin Wang, Zhiqiang Yan

Lecture notes in business information processing

DOI

2013

An Approach to Identifying False Traces in Process Event Logs

Hedong Yang, Lijie Wen, Jianmin Wang

Lecture notes in computer science

DOI

2013

Phd Symposium Track: Message from Chairs

Olivier Perrin, Jianmin Wang, Yan Wang

Lecture notes in computer science

DOI

2012

带数据工作流的形式化建模语言——数据感知的工作流网

王朝霞，王建民，朱笑尘

《计算机集成制造系统》

2012

An Approach to Evaluate the Local Completeness of an Event Log

Hedong Yang, Lijie Wen, Jianmin Wang

Proceedings

DOI

2012

Approaches on Getting Workflow Task Execution Number of Times

Naiqiao Du, Xiaojun Ye, Jianmin Wang

IEEE Asia-Pacific Services Computing Conference (APSCC)

DOI

2012

Understanding evolution in Internetware using a double pyramids model

Jun Wang, Lin Liu, Jianmin Wang

Asia-Pacific Symposium on Internetware

DOI

2012

Automatic image annotation using tag-related random search over visual neighbors

Zijia Lin, Guiguang Ding, Mingqing Hu, Jianmin Wang, Jiaguang Sun

ACM International Conference on Information and Knowledge Management (CIKM)

DOI

2012

Efficient querying of large process model repositories

Tao Jin, Jianmin Wang, Marcello La Rosa, Arthur H. M. ter Hofstede, Lijie Wen

Computers in Industry

DOI

2012

Efficient Selection of Process Mining Algorithms

Jianmin Wang, Raymond K. Wong, Jianwei Ding, Qinlong Guo, Lijie Wen

IEEE Transactions on Services Computing

DOI

2012

Adaptive music resizing with stretching, cropping and insertion

Zhang Liu, Chaokun Wang, Jianmin Wang, Hao Eric Wang, Yiyuan Bai

Multimedia Systems

DOI

2012

A cloud-based watermarking method for health data security

Zhiwei Yu, Clark D. Thomborson, Chaokun Wang, Jianmin Wang, Rui Li

International Conference on High Performance Computing & Simulation (HPCS)

DOI

2012

Verification of workflow nets with transition conditions

Zhaoxia Wang, Jianmin Wang, Xiaochen Zhu, Lijie Wen

Frontiers of Information Technology & Electronic Engineering

DOI

2012

On Recommendation of Process Mining Algorithms

Jianmin Wang, Raymond K. Wong, Jianwei Ding, Qinlong Guo, Lijie Wen

IEEE International Conference on Web Services (ICWS)

DOI

2012

A schema aware ETL workflow generator

Naiqiao Du, Xiaojun Ye, Jianmin Wang

Information Systems Frontiers

DOI

2012

An empirical evaluation of process mining algorithms based on structural and behavioral similarities

Jianmin Wang, Shijie Tan, Lijie Wen, Raymond K. Wong, Qinlong Guo

ACM Symposium on Applied Computing

DOI

2012

Process Mining Manifesto

Wil M. P. van der Aalst, Arya Adriansyah, Ana Karla Alves de Medeiros, Franco Arcieri, Thomas Baier, Tobias Blickle, Jagadeesh Chandra Bose, Peter van den Brand, Ronald Brandtjen, Joos C. A. M. Buijs, Andrea Burattin, Josep Carmona, Malú Castellanos, Jan Claes, Jonathan Cook, Nicola Costantini, Francisco Curbera, Ernesto Damiani, Massimiliano de Leoni, Pavlos Delias, Boudewijn F. van Dongen, Marlon Dumas, Schahram Dustdar, Dirk Fahland, Diogo R. Ferreira, Walid Gaaloul, Frank van Geffen, Sukriti Goel, Christian Günther, Antonella Guzzo, Paul Harmon, Arthur H. M. ter Hofstede, John Hoogland, Jon Espen Ingvaldsen, Koki Kato, Rudolf Kuhn, Akhil Kumar, Marcello La Rosa, Fabrizio Maria Maggi, Donato Malerba, Ronny S. Mans, Alberto Manuel, Martin McCreesh, Paola Mello, Jan Mendling, Marco Montali, Hamid Reza Motahari‐Nezhad, Michael zur Muehlen, Jorge Muñoz-Gama, Luigi Pontieri, Joël Ribeiro, Anne Rozinat, Hugo Seguel Pérez, Ricardo Seguel Pérez, Marcos Sepúlveda, Jim Sinur, Pnina Soffer, Minseok Song, Alessandro Sperduti, Giovanni Stilo, Casper Stoel, Keith D. Swenson, Maurizio Talamo, Wei Tan, Christopher J. Turner, Jan Vanthienen, George Varvaressos, H. M. W. Verbeek, Marc Verdonk, Roberto Vigo, Jianmin Wang, Barbara Weber, Matthias Weidlich, Ton Weijters, Lijie Wen, Michael Westergaard, Moe Thandar Wynn

Lecture notes in business information processing

DOI

2012

Efficient Retrieval of Similar Workflow Models Based on Behavior

Tao Jin, Jianmin Wang, Lijie Wen

Lecture notes in computer science

DOI

2012

A Software Watermark Based Architecture for Cloud Security

Pengfei Dai, Chaokun Wang, Zhiwei Yu, Yongsheng Yue, Jianmin Wang

Lecture notes in computer science

DOI

2012

An Approach to Recommend Resources for Business Processes

Hedong Yang, Lijie Wen, Yingbo Liu, Jianmin Wang

Lecture notes in computer science

DOI

2012

Authority aware expert search: algorithm and system for NSFC

Xiaoyun Mai, Jianmin Wang, Guiguang Ding

DOI

2011

强快照与强提交读隔离的多键云事务实现方法

杨义繁，刘丹，朱妤晴，丁贵广，王建民

《计算机科学与探索》

2011

MUSIZ

Zhang Liu, Chaokun Wang, Yiyuan Bai, Hao Eric Wang, Jianmin Wang

ACM International Conference on Multimedia (ACM MM)

DOI

2011

Using random walks for multi-label classification

Chaokun Wang, Wei Zheng, Zhang Liu, Yiyuan Bai, Jianmin Wang

ACM International Conference on Information and Knowledge Management (CIKM)

DOI

2011

Multimedia Applications and Security in MapReduce: Opportunities and Challenges

Zhiwei Yu, Chaokun Wang, Clark D. Thomborson, Jianmin Wang, Shiguo Lian, Athanasios V. Vasilakos

Concurrency and Computation Practice and Experience

DOI

2011

Querying Process Models Based on the Temporal Relations between Tasks

Song Liang, Jianmin Wang, Lijie Wen, Wenxing Wang, Shijie Tan, Hui Kong

IEEE International Enterprise Distributed Object Computing Conference Workshops (EDOCW)

DOI

2011

Image annotation based on recommendation model

Zijia Lin, Guiguang Ding, Jianmin Wang

International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR)

DOI

2011

A novel watermarking method for software protection in the cloud

Zhiwei Yu, Chaokun Wang, Clark D. Thomborson, Jianmin Wang, Shiguo Lian, Athanasios V. Vasilakos

Software Practice and Experience

DOI

2011

Proceedings of the 13th Asia-Pacific web conference on Web technologies and applications

Xiaoyong Du, Wenfei Fan, Jianmin Wang, Zhiyong Peng, Mohamed A. Sharaf

2011

A unified approach for computing top-k pairs in multidimensional space

Muhammad Aamir Cheema, Xuemin Lin, Haixun Wang, Jianmin Wang, Wenjie Zhang

Proceedings - International Conference on Data Engineering

DOI

2011

SPARK2: Top-k Keyword Query in Relational Databases

Yi Luo, Wei Wang, Xuemin Lin, Xiaofang Zhou, Jianmin Wang, Kequi Li

IEEE Transactions on Knowledge and Data Engineering

DOI

2011

Querying Business Process Models Based on Semantics

Tao Jin, Jianmin Wang, Lijie Wen

Lecture notes in computer science

DOI

2011

Efficient Retrieval of Similar Business Process Models Based on Structure

Tao Jin, Jianmin Wang, Lijie Wen

Lecture notes in computer science

DOI

2011

Classification and Determination of Causal Relation Between Tasks

Jianmin Wang

Jisuanji fangzhen

2011

Institutional Reformation and Culture Building under Strategic Leadership——Experiences Report from School of Software,Tsinghua University

Jianmin Wang

Computer education

2010

工作流管理系统中一种概率性分析和调整时间约束的方法

韩锐，刘英博，闻立杰，王建民

《计算机研究与发展》

2010

产品维修阶段BOM数据起源研究

任艮全，张力，王建民

《计算机集成制造系统》

2010

Transfer Learning via Cluster Correspondence Inference

Mingsheng Long, Wei Cheng, Xiaoming Jin, Jianmin Wang, Dou Shen

Proceedings

DOI

2010

CS-DRM: A Cloud-Based SIM DRM Scheme for Mobile Internet

Chaokun Wang, Peng Zou, Zhang Liu, Jianmin Wang

EURASIP Journal on Wireless Communications and Networking

DOI

2010

Goal-driven adaptation of internetware

Yunsong Jian, Lin Liu, Jianmin Wang, Eric S. K. Yu

Asia-Pacific Symposium on Internetware

DOI

2010

A cloud based SIM DRM scheme for the mobile internet

Peng Zou, Chaokun Wang, Zhang Liu, Jianmin Wang, Jiaguang Sun

Proceedings of the ACM Conference on Computer and Communications Security

DOI

2010

A Watermark-Aware Trusted Running Environment for Software Clouds

Junning Fu, Chaokun Wang, Zhiwei Yu, Jianmin Wang, Jiaguang Sun

ChinaGrid Annual Conference

DOI

2010

LyDAR: A LYrics Density based Approach to non-homogeneous music Resizing

Zhang Liu, Chaokun Wang, Lu Guo, Yiyuan Bai, Jianmin Wang

IEEE International Conference on Multimedia and Expo (ICME)

DOI

2010

A cognitive crawler using structure pattern for incremental crawling and content extraction

Shijia Xi, Fuchun Sun, Jianmin Wang

IEEE International Conference on Cognitive Informatics

DOI

2010

Client-centric consistency formalization and verification for system with large-scale distributed data storage

Yuqing Zhu, Jianmin Wang

Future Generation Computer Systems

DOI

2010

Mining process models with prime invisible tasks

Lijie Wen, Jianmin Wang, Wil M. P. van der Aalst, Biqing Huang, Jiaguang Sun

Data & Knowledge Engineering

DOI

2010

Ripple: A publish/subscribe service for multidata item updates propagation in the cloud

Yuqing Zhu, Jianmin Wang, Chaokun Wang

Journal of Network and Computer Applications

DOI

2010

MapDupReducer

Chaokun Wang, Jianmin Wang, Xuemin Lin, Wei Wang, Haixun Wang, LI Hong-song, Wanpeng Tian, Jun Xu, Rui Li

Proceedings - ACM-SIGMOD International Conference on Management of Data

DOI

2010

A visual word weighting scheme based on emerging itemsets for video annotation

Guiguang Ding, Jianmin Wang, Kai Qin

Information Processing Letters

DOI

2010

Effectively Indexing the Uncertain Space

Ying Zhang, Xuemin Lin, Wenjie Zhang, Jianmin Wang, Qianlu Lin

IEEE Transactions on Knowledge and Data Engineering

DOI

2010

Structure-aware music resizing using lyrics

Zhang Liu, Chaokun Wang, Jianmin Wang, Wei Zheng, Shengfei Shi

International World Wide Web Conference (WWW)

DOI

2010

Dynamically Analyzing Time Constraints in Workflow Systems with Fixed-Date Constraint

Rui Han, Yingbo Liu, Lijie Wen, Jianmin Wang

DOI

2010

laUD-MS: An Extensible System for Unstructured Data Management

Yuqing Zhu, Naiqiao Du, Hao Tian, Jianmin Wang

DOI

2010

A workflow net similarity measure based on transition adjacency relations

Haiping Zha, Jianmin Wang, Lijie Wen, Chaokun Wang, Jiaguang Sun

Computers in Industry

DOI

2010

Verifying workflow processes: a transformation-based approach

Haiping Zha, Wil M. P. van der Aalst, Jianmin Wang, Lijie Wen, Jiaguang Sun

Software & Systems Modeling

DOI

2010

Efficient and Accurate Retrieval of Business Process Models through Indexing

Tao Jin, Jianmin Wang, Nianhua Wu, Marcello La Rosa, Arthur H. M. ter Hofstede

Lecture notes in computer science

DOI

2010

A Behavioral Similarity Measure between Labeled Petri Nets Based on Principal Transition Sequences

Jianmin Wang, Tengfei He, Lijie Wen, Nianhua Wu, Arthur H. M. ter Hofstede, Jianwen Su

Lecture notes in computer science

DOI

2010

iPoc: A Polar Coordinate Based Indexing Method for Nearest Neighbor Search in High Dimensional Space

Zhang Liu, Chaokun Wang, Peng Zou, Wei Zheng, Jianmin Wang

Lecture notes in computer science

DOI

2010

Data provenance tracking of BOM in maintenance phase of product

Jianmin Wang

2009

Automatic Image Annotations by Mining Web Image Data

Guiguang Ding, Jianmin Wang, Na Xu, Lu Zhang

IEEE ... International Conference on Data Mining workshops

DOI

2009

A label-free similarity measure between workflow nets

Haiping Zha, Jianmin Wang, Lijie Wen, Chaokun Wang

IEEE Asia-Pacific Services Computing Conference (APSCC)

DOI

2009

Community Discovery Method in Networks Based on Topological Potential

Wen-Yan GAN, Nan HE, Deyi Li, Jianmin Wang

Journal of Software

DOI

2009

A semi-dynamic multiple watermarking schemefor java applications

Changjiang Zhang, Jianmin Wang, Clark D. Thomborson, Chaokun Wang, Christian S. Collberg

DOI

2009

Requirements-driven Internetware services evaluation

Wenting Ma, Lin Liu, Xiaojun Ye, Jianmin Wang, John Mylopoulos

Asia-Pacific Symposium on Internetware

DOI

2009

Trusted resource dissemination in Internetware systems

Zude Li, Xiaojun Ye, Jianmin Wang

Asia-Pacific Symposium on Internetware

DOI

2009

A configurable benchmark test management framework

Naiqiao Du, Xiaojun Ye, Jianmin Wang

Asia-Pacific Symposium on Internetware

DOI

2009

Towards workflow-driven database system workload modeling

Naiqiao Du, Xiaojun Ye, Jianmin Wang

DOI

2009

A Security Model for VoIP Steganography

Zhiwei Yu, Clark D. Thomborson, Chaokun Wang, Junning Fu, Jianmin Wang

International Conference on Multimedia Information Networking and Security

DOI

2009

Probability Timing Constraint WF-Nets and Their Application to Timing Schedulability Analysis of Workflow Management Systems

Rui Han, Yingbo Liu, Lijie Wen, Jianmin Wang

DOI

2009

A New Fingerprint Sequences Matching Algorithm for Content-Based Copy Detection

Rongxian Nie, Guiguang Ding, Jianmin Wang, Li Zhang

International Conference on Information Assurance and Security (IAS)

DOI

2009

A Two-Stage Probabilistic Approach to Manage Personal Worklist in Workflow Management Systems

Rui Han, Yingbo Liu, Lijie Wen, Jianmin Wang

Lecture notes in computer science

DOI

2009

An Approach of Performance Evaluation in Authentic Database Applications

Xiaojun Ye, Jingmin Xie, Jianmin Wang, Hao Tang, Naiqiao Du

Lecture notes in computer science

DOI

2009

Fast Latent Semantic Indexing on Large-scale Dataset

Jianmin Wang

Jisuanji gongcheng

2009

Adaptive-Push Peer-to-Peer Video Streaming System Based on Dynamic Unstructured Topology

Xiaodong Shen, Guiguang Ding, Yizheng Chen, Jianmin Wang

International Conference on Information Assurance and Security (IAS)

DOI

2009

Digital Music Libraries Based on Web2.0

Jianmin Wang

Jisuanji gongcheng

2008

数据库系统安全代价测试工具的设计

叶晓俊，王建民

《计算机科学》

2008

一种基于滑窗的增量式过程挖掘算法

查海平，王建民，孙家广

《计算机集成制造系统》

2008

A Novel Digital Watermarking Method for New Viewpoint Video Based on Depth Map

Ning Zhu, Guiguang Ding, Jianmin Wang

International Conference on Intelligent Systems Design and Applications (ISDA)

DOI

2008

A Novel Watermarking Method For Wyner-Ziv Video Coding

Ning Zhu, Guiguang Ding, Yaguang Yin, Jianmin Wang

International Conference on Intelligent Information Hiding and Multimedia Signal Processing (IIH-MSP)

DOI

2008

Effective Predicate Abstraction for Program Verification

Li Li, Ming Gu, Xiaoyu Song B, Jianmin Wang

DOI

2008

An Automatic and Scalable Testing Tool for Workflow Systems

Lin Quan, Xiaozhu Lin, Jianmin Wang

DOI

2008

An Efficient Approach for Supporting Dynamic Evolutionary Change of Adaptive Workflow

Daoye Zhang, Dahai Cao, Lijie Wen, Jianmin Wang

Springer eBooks

DOI

2008

A semi-automatic approach for workflow staff assignment

Yingbo Liu, Jianmin Wang, Yun Jin Yang, Jiaguang Sun

Computers in Industry

DOI

2008

A novel approach for process mining based on event types

Lijie Wen, Jianmin Wang, Wil M. P. van der Aalst, Biqing Huang, Jiaguang Sun

Journal of Intelligent Information Systems

DOI

2008

ATBaM: An Arnold Transform Based Method on Watermarking Relational Data

Chaokun Wang, Jianmin Wang, Ming Zhou, Guisheng Chen, Deyi Li

International Conference on Multimedia and Ubiquitous Engineering (MUE)

DOI

2008

An Optimal Approach for Workflow Staff Assignment Based on Hidden Markov Models

Hedong Yang, Chaokun Wang, Yingbo Liu, Jianmin Wang

Lecture notes in computer science

DOI

2008

Transforming XPDL to Petri Nets

Haiping Zha, Yun Jin Yang, Jianmin Wang, Lijie Wen

Lecture notes in computer science

DOI

2008

TiCom: A Time-Compensation Based Review Ranking Algorithm for Mobile Clients

Wei Zheng, Chaokun Wang, Dapeng Zhao, Shengfei Shi, Jianmin Wang

DOI

2008

A Maximum Weight Heuristic Method for Abstract State Computation

Li Li, Xiaoyu Song B, Ming Gu, Jianmin Wang

DOI

2008

Design of Database System Dependability Benchmarking Tools

Jianmin Wang

2007

一种高效保持隐私数据挖掘协议的实现

张宏壮，刘明生，王建民

《河北省科学院学报》

2007

一种基于构件的开放性工作流集成框架

刘英博，张力，卢亚辉，王建民

《计算机集成制造系统》

DOI

2007

Mining process models with non-free-choice constructs

Lijie Wen, Wil M. P. van der Aalst, Jianmin Wang, Jiaguang Sun

Data Mining and Knowledge Discovery

DOI

2007

AbIx: An Approach to Content-Based Approximate Query Processing in Peer-to-Peer Data Systems

Chao-Kun Wang, Jianmin Wang, Jiaguang Sun, Shengfei Shi, Hong Gao

Journal of Computer Science and Technology

DOI

2007

A Novel Fingerprinting Architecture for Relational Data

Ming Zhou, Jianmin Wang, Chaokun Wang, Deyi Li

DOI

2007

Component-based open workflow integration framework

Jianmin Wang

2007

Semi-supervised Clustering Using Incomplete Prior Knowledge

Chao Wang, Weijun Chen, Peipei Yin, Jianmin Wang

Lecture notes in computer science

DOI

2007

Solution for data integration on taxation legacy system

Jianmin Wang

Jisuanji gongcheng yu sheji

2007

A Novel Scheme for Watermarking Natural Language Text

Jianlong Yang, Jianmin Wang, Chaokun Wang, Deyi Li

International Conference on Intelligent Information Hiding and Multimedia Signal Processing (IIH-MSP)

DOI

2007

Organizational Modeling from Event logs

Tao Jin, Jianmin Wang, Lijie Wen

International Conference on Grid and Cooperative Computing (GCC)

DOI

2007

An InnovativeWorkflow Product Structure

Haiping Zha, Lijie Wen, Jianmin Wang

Proceedings - International Computer Software & Applications Conference

DOI

2007

Mining Invisible Tasks from Event Logs

Lijie Wen, Jianmin Wang, Jiaguang Sun

Springer eBooks

DOI

2007

Combining Smooth Graphs with Semi-supervised Learning

Liang Liu, Wei‐Jun Chen, Jianmin Wang

Springer eBooks

DOI

2006

PostgreSQL数据库预取算法研究

胡巧巧，王建民，叶晓俊

《计算机科学》

2006

用着色Petri网建模工作流模式

闻立杰，王建民，孙家广

《计算机科学》

2006

Fingerprinting relational databases

Fei Guo, Jianmin Wang, Deyi Li

ACM Symposium on Applied Computing

DOI

2006

An Improved Algorithm to Watermark Numeric Relational Data

Fei Guo, Jianmin Wang, Zhihao Zhang, Xiaojun Ye, Deyi Li

Lecture notes in computer science

DOI

2006

A New Scheme to Fingerprint XML Data

Fei Guo, Jianmin Wang, Zhihao Zhang, Deyi Li

Lecture notes in computer science

DOI

2006

MuSQL: A Music Structured Query Language

Chaokun Wang, Jianmin Wang, Jianzhong Li, Jiaguang Sun, Shengfei Shi

Lecture notes in computer science

DOI

2006

Privacy Preservation and Protection by Extending Generalized Partial Indices

Guoqiang Zhan, Zude Li, Xiaojun Ye, Jianmin Wang

Lecture notes in computer science

DOI

2006

FGAC-QD: Fine-Grained Access Control Model Based on Query Decomposition Strategy

Guoqiang Zhan, Zude Li, Xiaojun Ye, Jianmin Wang

Lecture notes in computer science

DOI

2006

Efficient Discovery of Emerging Frequent Patterns in ArbitraryWindows on Data Streams

Xiaoming Jin, Xinqiang Zuo, Kwok‐Yan Lam, Jianmin Wang, Jiaguang Sun

Proceedings - International Conference on Data Engineering

DOI

2006

A Study and Implementation on Unified J2EE Server Side Software Test Framework

Jianmin Wang

Computer Engineering and Applications Journal

2006

Grid File System Used in Remote Education Resource Management

Jianmin Wang

Jisuanji gongcheng

2006

Rule Based Process Evolution Mechanism

Jianmin Wang

Computer Engineering and Applications Journal

2005

Detecting Implicit Dependencies Between Tasks from Event Logs

Lijie Wen, Jianmin Wang, Jiaguang Sun

Lecture notes in computer science

DOI

2005

Watermarking Spatial Trajectory Database

Xiaoming Jin, Zhihao Zhang, Jianmin Wang, Deyi Li

Lecture notes in computer science

DOI

2005

A Framework for ODBC Conformance Test

Jianmin Wang

Jisuanji gongcheng

2004

DMC: a more precise cohesion measure for classes

Jianmin Wang, Yuming Zhou, Lijie Wen, Yujian Chen, Hongmin Lu, Baowen Xu

Information and Software Technology

DOI

2004

DRC: a dependence relationships based cohesion measure for classes

Yuming Zhou, Lijie Wen, Jianmin Wang, Yujian Chen, Hongmin Lu, Baowen Xu

Proceedings - Asia Pacific Software Engineering Conference/Proceedings

DOI

2004

Rules Discovery from Cross-Sectional Short-Length Time Series

Kedong Luo, Jianmin Wang, Jiaguang Sun

Lecture notes in computer science

DOI

2004

GFS-Btree: A Scalable Peer-to-Peer Overlay Network for Lookup Service

Qinghu Li, Jianmin Wang, Jiaguang Sun

Lecture notes in computer science

DOI

2004

Symbolization of Mobile Object Trajectories with the Support to Motion Data Mining

Xiaoming Jin, Jianmin Wang, Jiaguang Sun

Lecture notes in computer science

DOI

2004

Dynamic Symbolization of Streaming Time Series

Xiaoming Jin, Jianmin Wang, Jiaguang Sun

Lecture notes in computer science

DOI

2003

A New Heuristic Reduct Algorithm Base on Rough Sets Theory

Jing Zhang, Jianmin Wang, Deyi Li, Huacan He, Jiaguang Sun

Lecture notes in computer science

DOI

2003

Clustering Individuals in Non-vector Data and Predicting: A Novel Model-Based Approach

Kedong Luo, Jianmin Wang, Deyi Li, Jiaguang Sun

Lecture notes in computer science

DOI

2003

GridFS: A Web-Based Data Grid with P2P Concepts and Writable Replicas

Qinghu Li, Jianmin Wang, Kwok‐Yan Lam, Jiaguang Sun

Lecture notes in computer science

DOI

2002

Modeling workflow processes with colored Petri nets

Dongsheng Liu, Jianmin Wang, Stephen C.F. Chan, Jiaguang Sun, Li Zhang

Computers in Industry

DOI

2002

A strategy for persistent object service under CORBA and Web environment

Dingbang Xu, Xin Han, Jianmin Wang, Yujian Chen

DOI

2001

产品全生命周期管理技术初探

王建民

《智能制造》

2001

工程图档管理系统EDMS的安全体系

钟广友，王建民，耿坤瑛，李荣

《智能制造》

2001

工程更改管理的设计与实现

刘东升，王建民，孙家广

《计算机集成制造系统》

2000

EDMS系统在北汽福田公司的应用

王建民

《智能制造》

2000

同方PDM一体化集成管理

杨建峰，刘东升，王建民

《智能制造》

2000

PDM及其最新进展

孙天涌，王建民，韩鑫，耿坤瑛

《智能制造》

1998

基于产品数据管理的系统集成

资小务，王建民，孙家广

《智能制造》

1998

产品数据管理系统的构造框架和实现方法

韩鑫，王建民，孙家广

《软件学报》

1996

Open strategy for CAD kernel systems

Jianmin Wang, Min Qu, Yujian Chen, Jiaguang Sun

Proceedings of SPIE, the International Society for Optical Engineering/Proceedings of SPIE

DOI

会议论文

2023

工业互联网端边云协同数据处理难题

王建民

《2022-2023工业互联网学术大会》

DOI

2021

The Case for ML-Enhanced High-Dimensional Indexes

Rong Kang, Wentao Wu, Chen Wang, Ce Zhang, Jianmin Wang

Very Large Data Bases

2020

Co-Tuning for Transfer Learning

Kaichao You, Zhi Kou, Mingsheng Long, Jianmin Wang

neural information processing systems

2020

Learning to Adapt to Evolving Domains

Hong Liu, Mingsheng Long, Jianmin Wang, Yu Wang

neural information processing systems

2020

Stochastic Normalization

Zhi Kou, Kaichao You, Mingsheng Long, Jianmin Wang

neural information processing systems

2019

Transferable Normalization: Towards Improving Transferability of Deep Neural Networks

Ximei Wang, Ying Jin, Mingsheng Long, Jianmin Wang, Michael I. Jordan

neural information processing systems

2019

Catastrophic Forgetting Meets Negative Transfer: Batch Spectral Shrinkage for Safe Transfer Learning

Xinyang Chen, Sinan Wang, Bo Fu, Mingsheng Long, Jianmin Wang

neural information processing systems

2018

Generalized Zero-Shot Learning with Deep Calibration Network

Shichen Liu, Mingsheng Long, Jianmin Wang, Michael I. Jordan

neural information processing systems

2017

PredRNN: recurrent neural networks for predictive learning using spatiotemporal LSTMs

Yunbo Wang, Mingsheng Long, Jianmin Wang, Zhifeng Gao, Philip S. Yu

neural information processing systems

预印本

2026

Timer-S1: A Billion-Scale Time Series Foundation Model with Serial Scaling

Yong Liu, Xingjian Su, Shiyu Wang, Haoran Zhang, Haixuan Liu, Yuxuan Wang, Zhou Ye, Yang Xiang, Jianmin Wang, Mingsheng Long

arXiv (Cornell University)

DOI

2026

TimeVista: Exploring and Exploiting Vision-Language Models as Judges for Time Series Forecasting

Zhi Chen, Yuxuan Wang, Jialong Wu, Yong Liu, Haoran Zhang, Xingjian Su, Jianmin Wang, Mingsheng Long

arXiv (Cornell University)

DOI

2026

Regression Models Meet Foundation Models: A Hybrid-AI Approach to Practical Electricity Price Forecasting

Yunzhong Qiu, Binzhu Li, Hao Wei, Shenglin Weng, Chen Wang, Zhongyi Pei, Mingsheng Long, Jianmin Wang

arXiv (Cornell University)

DOI

2026

Boosting AI Reliability with an FSM-Driven Streaming Inference Pipeline: An Industrial Case

Yutian Zhang, Zhongyi Pei, Yi Mao, Chen Wang, Lin Liu, Jianmin Wang

arXiv (Cornell University)

DOI

2026

Thoth: Mid-Training Bridges LLMs to Time Series Understanding

Jiafeng Lin, Yuxuan Wang, Jialong Wu, Huakun Luo, Zhongyi Pei, Jianmin Wang

arXiv (Cornell University)

DOI

2026

Adapt Data to Model: Adaptive Transformation Optimization for Domain-shared Time Series Foundation Models

Yunzhong Qiu, Zhiyao Cen, Zhongyi Pei, Chen Wang, Jianmin Wang

arXiv (Cornell University)

DOI

2026

DualWeaver: Synergistic Feature Weaving Surrogates for Multivariate Forecasting with Univariate Time Series Foundation Models

Jinpeng Li, Zhongyi Pei, Huaze Xue, Bojian Zheng, Chen Chia Wang, Jianmin Wang

arXiv (Cornell University)

DOI

2026

TiMi: Empower Time Series Transformers with Multimodal Mixture of Experts

Jiafeng Lin, Yuxuan Wang, Huakun Luo, Jianmin Wang, Zhongyi Pei

arXiv (Cornell University)

DOI

2025

CoRA: Covariate-Aware Adaptation of Time Series Foundation Models

Qin Guo, Zhi Chen, Yong Liu, Zhiyuan Shi, Liu, Haixuan, Xiangdong Huang, Jianmin Wang, Mingsheng Long

arXiv (Cornell University)

DOI

2025

Sundial: A Family of Highly Capable Time Series Foundation Models

Yong Liu, Qin Guo, Zhiyuan Shi, Zhi Chen, Yang, Caiyin, Xiangdong Huang, Jianmin Wang, Mingsheng Long

arXiv (Cornell University)

DOI

2024

Timer-XL: Long-Context Transformers for Unified Time Series Forecasting

Yong Liu, Qin Guo, Xiangdong Huang, Jianmin Wang, Mingsheng Long

arXiv (Cornell University)

DOI

2024

Metadata Matters for Time Series: Informative Forecasting with Transformers

Jiaxiang Dong, Haixu Wu, Yuxuan Wang, Li Zhang, Jianmin Wang, Mingsheng Long

arXiv (Cornell University)

DOI

2024

CogDPM: Diffusion Probabilistic Models via Cognitive Predictive Coding

Kaiyuan Chen, Xingzhuo Guo, Yu Zhang, Jianmin Wang, Mingsheng Long

arXiv (Cornell University)

DOI

2024

depyf: Open the Opaque Box of PyTorch Compiler for Machine Learning Researchers

Kaichao You, Runsheng Bai, Cao, Meng, Jianmin Wang, Ion Gabriel Stoica, Mingsheng Long

arXiv (Cornell University)

DOI

2024

Timer: Generative Pre-trained Transformers Are Large Time Series Models

Yong Liu, Haoran Zhang, Chenyu Li, Xiangdong Huang, Jianmin Wang, Mingsheng Long

arXiv (Cornell University)

DOI

2024

TimeSiam: A Pre-Training Framework for Siamese Time-Series Modeling

Jiaxiang Dong, Haixu Wu, Yuxuan Wang, Yunzhong Qiu, Zhang Li, Jianmin Wang, Mingsheng Long

arXiv (Cornell University)

DOI

2023

CLIPood: Generalizing CLIP to Out-of-Distributions

Yang Shu, Xingzhuo Guo, Jialong Wu, Wang, Ximei, Jianmin Wang, Mingsheng Long

arXiv (Cornell University)

DOI

2022

TimesNet: Temporal 2D-Variation Modeling for General Time Series Analysis

Haixu Wu, Tengge Hu, Yong Liu, Hang Zhou, Jianmin Wang, Mingsheng Long

arXiv (Cornell University)

DOI

2022

Transferability in Deep Learning: A Survey

Junguang Jiang, Yang Shu, Jianmin Wang, Mingsheng Long

arXiv (Cornell University)

DOI

2021

Ranking and Tuning Pre-trained Models: A New Paradigm for Exploiting Model Hubs

Kaichao You, Yong Liu, Zhang, Ziyang, Jianmin Wang, Michael I. Jordan, Mingsheng Long

arXiv (Cornell University)

DOI

2021

X-model: Improving Data Efficiency in Deep Learning with A Minimax Model

Wang, Ximei, Xinyang Chen, Jianmin Wang, Mingsheng Long

arXiv (Cornell University)

DOI

2021

Anomaly Transformer: Time Series Anomaly Detection with Association Discrepancy

Xu, Jiehui, Wu, Haixu, Jianmin Wang, Mingsheng Long

arXiv (Cornell University)

DOI

2021

Zoo-Tuning: Adaptive Transfer from a Zoo of Models

Shu Yang, Zhi Kou, Zhangjie Cao, Jianmin Wang, Mingsheng Long

arXiv (Cornell University)

DOI

2021

Autoformer: Decomposition Transformers with Auto-Correlation for Long-Term Series Forecasting

Haixu Wu, Jiehui Xu, Jianmin Wang, Mingsheng Long

arXiv (Cornell University)

DOI

2021

Cycle Self-Training for Domain Adaptation

Hong Liu, Jianmin Wang, Mingsheng Long

arXiv (Cornell University)

DOI

2021

LogME: Practical Assessment of Pre-trained Models for Transfer Learning

Kaichao You, Yong Liu, Jianmin Wang, Mingsheng Long

arXiv (Cornell University)

DOI

2020

Event Data Quality: A Survey

Ruihong Huang, Jianmin Wang

arXiv (Cornell University)

DOI

2020

Bi-tuning of Pre-trained Representations

Jincheng Zhong, Wang, Ximei, Zhi Kou, Jianmin Wang, Mingsheng Long

arXiv (Cornell University)

DOI

2020

Unsupervised Transfer Learning for Spatiotemporal Predictive Networks

Zhiyu Yao, Yunbo Wang, Mingsheng Long, Jianmin Wang

arXiv (Cornell University)

DOI

2020

Transferable Calibration with Lower Bias and Variance in Domain Adaptation

Wang, Ximei, Mingsheng Long, Jianmin Wang, Michael I. Jordan

arXiv (Cornell University)

DOI

2019

Towards Understanding the Transferability of Deep Representations

Liu, Hong, Mingsheng Long, Jianmin Wang, Michael I. Jordan

arXiv (Cornell University)

DOI

2019

How Does Learning Rate Decay Help Modern Neural Networks?

Kaichao You, Mingsheng Long, Jianmin Wang, Michael I. Jordan

arXiv (Cornell University)

DOI

2018

Flexible Attributed Network Embedding

Enya Shen, Zhidong Cao, Changqing Zou, Jianmin Wang

arXiv (Cornell University)

DOI

2018

Heterogeneous Replica for Query on Cassandra

Jialin Qiao, Xiangdong Huang, Lei Rui, Jianmin Wang

arXiv (Cornell University)

DOI

2016

Deep Transfer Learning with Joint Adaptation Networks

Mingsheng Long, Zhu Han, Jianmin Wang, Michael I. Jordan

arXiv (Cornell University)

DOI

2016

Unsupervised Domain Adaptation with Residual Transfer Networks

Mingsheng Long, Zhu Han, Jianmin Wang, Michael I. Jordan

arXiv (Cornell University)

DOI

2015

Learning Multiple Tasks with Multilinear Relationship Networks

Mingsheng Long, Zhangjie Cao, Jianmin Wang, Philip S. Yu

arXiv (Cornell University)

DOI

书籍章节

2020

Universal Domain Adaptation

Kaichao You, Mingsheng Long, Zhangjie Cao, Jianmin Wang, Michael I. Jordan

Springer eBooks

DOI

研究方向

工业软件与大数据领域

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