饶卫雄｜同济大学｜学者主页

2026

Combining Structural and Textual Knowledge for Knowledge Graph Link Prediction via Large Language Models

Shijie Luo, Xinyuan Lu, Qinpei Zhao, Weixiong Rao

Web Search and Data Mining

DOI

2026

PathoLLM: Accurate Endometrial Cancer Subtyping Using Clinically-Aligned Language Models

Yifan Lu, Qian Wang, Qinpei Zhao, Xiao-Jun Chen, Weijie Wang, Weixiong Rao

Pacific-Asia Conference on Knowledge Discovery and Data Mining

DOI

2026

LGFlow: Long-term Fluid Simulation with Adaptive Spatio-Temporal Reduction on Mesh Graphs

Jiasheng Shi, Weixiong Rao, Weixiong Rao

Proceedings of the 32nd ACM SIGKDD Conference on Knowledge Discovery and Data Mining V.2

DOI

2026

A novel distributed parallel simulation method with dynamic partitioning using KLeiden-based community detection

Hong Zhu, Xiaolong Xie, Ke-Shuang Tang, Jialong Feng, Weixiong Rao

Transportation Research Part E: Logistics and Transportation Review

DOI

2026

Deep Representation Learning-Assisted Distance Metric Recommendation for Time Series Clustering

Chenwei Wu, Qinpei Zhao, Weixiong Rao, Yifan Lu, Jianhao Xu, Ruixin Gong, Zhen Zhong

International Conference on Computer Supported Cooperative Work in Design

DOI

2026

Not All Imputations are Trustworthy: An Uncertainty-aware Multi-modal Entity Alignment Framework

Weijie Wang, Shijie Luo, Xinyuan Lu, Qinpei Zhao, Weixiong Rao

Annual International ACM SIGIR Conference on Research and Development in Information Retrieval

DOI

2026

GT-RAG: Knowledge Graph-based Retrieval-Augmented Generation for Multi-hop Question Answering

Xinyuan Lu, Shijie Luo, Qinpei Zhao, Weixiong Rao

International Conference on Computer Supported Cooperative Work in Design

DOI

2026

Validation of HRV Studio: A Transparent and Quality-Control-Aware Platform for Heart Rate Variability Analysis

Cyrus Mexon Evrard Djindot, Fa-Liang Liu, Sylvain Laborde, Yinjia Zhang, Jessie Chen, Ming Li, Cong-Rong Wang, Weixiong Rao, Qinpei Zhao

2026

Chinese Food Images for Full-cycle Nutrition Analysis Towards Diabetes Management

Yuanxin Jin, Ming Li, Qinpei Zhao, Chenwei Wu, Shuang Liu, Lu Yao, Jessie Chen, Jiangfeng Li, Weixiong Rao, Julian L. Xu, Cong-Rong Wang

Scientific Data

DOI

2025

部分已知状态空间模型下的目标状态估计算法

周添龙，姚方競，饶卫雄

《空天防御》

2025

基于大语言模型的A*路径规划算法分析与优化

王伟杰，饶卫雄

《系统仿真技术》

DOI

2025

Engineering a Safe and Explainable ML-Based Insulin Recommender for Clinical Deployment

Zheren Li, Yifan Lu, Jianhao Xu, Weixiong Rao, Qinpei Zhao, Cong-Rong Wang, Lu Yao, Hai-Ying Chen

International Conferences on Biomedical and Bioinformatics Engineering

DOI

2025

SimFormer: Multilevel Transformer on Learnable Mesh Graphs for Engineering Simulation

Jiasheng Shi, Fu Lin, Weixiong Rao, Ze Gao

International Conference on Information and Knowledge Management

DOI

2025

MMKG-RAG: Retrieval-Augmented Generation with Multi-modal Knowledge Graph

Shuaitao Zhao, Shijie Luo, Xinyuan Lu, Weixiong Rao

International Conference on Database Systems for Advanced Applications

DOI

2025

Bridging the Gap between Knowledge Graphs and LLMs for Multi-hop Question Answering

Shijie Luo, Xinyuan Lu, Qinpei Zhao, Weixiong Rao

International Conference on Information and Knowledge Management

DOI

2025

Multi-Agent Reinforcement Learning-Based Capacity Planning for On-Demand Vehicular Fog Computing

Wencan Mao, Jiaming Yin, Yushan Liu, Byungjin Cho, Yang Chen, Weixiong Rao, Yu Xiao

IEEE Transactions on Intelligent Vehicles

DOI

2025

Towards Smarter and Safer Traffic Signal Control via Multiagent Deep Reinforcement Learning

Jiajing Shen, Bingquan Yu, Qinpei Zhao, Weixiong Rao

International Journal of Intelligent Systems

DOI

2025

Real-Time Femoral Von Mises Stress Distribution Prediction via Graph Neural Networks

Jie Zhang, Jiasheng Shi, Chenwei Wu, Yifan Lu, Qinpei Zhao, Wenxin Niu, Weixiong Rao, Shitan Wang, Shi Zhan, Bin Chen, Yanmei Jia

International Conference on Advanced Data Mining and Applications

DOI

2025

Local-Global Context Encoding Architecture for the Insulin Prescription Recommendation

Yi Wang, Qinpei Zhao, Weixiong Rao, Chengwei Wu, Xinyuan Lu, Ji-Peng Zhang, Ming Li, Quanquan Ge, Cong-Rong Wang

International Conference on Computer Supported Cooperative Work in Design

DOI

2025

D-MGN: A Distributed Mesh Graph Neural Network for Scalable Engineering Simulation

Fu Lin, Jiasheng Shi, Weixiong Rao, Jia-Chuan Wang, Lei Chen, Chunyan Zhu, Haihua Wang, Suo Xie

International Conference on Distributed Computing Systems Workshops

DOI

2025

Quantifying the non-isomorphism of global urban road networks using GNNs and graph kernels

Linfang Tian, Weixiong Rao, Kai Zhao, H. Vo

Scientific Reports

DOI

2024

基于深度学习的多参数结构拓扑优化方法

楚遵康，余海燕，高泽，饶卫雄

《同济大学学报(自然科学版)》

2024

基于机器学习的汽车吸能结构耐撞性智能预测方法

贺宏伟，余海燕，高泽，饶卫雄

《同济大学学报(自然科学版)》

2024

基于图网络的汽车零部件应力场快速预测方法研究

高泽，楚遵康，石稼晟，林滏，饶卫雄，余海燕

《汽车工程》

2024

Learn to Optimize the Constrained Shortest Path on Large Dynamic Graphs

Jiaming Yin, Weixiong Rao, Qinpei Zhao, Chen-Xi Zhang, Pan Hui

IEEE Transactions on Mobile Computing

DOI

2024

Cooperative Path Planning With Asynchronous Multiagent Reinforcement Learning

Jiaming Yin, Weixiong Rao, Yu Xiao, Ke-Shuang Tang

IEEE Transactions on Mobile Computing

DOI

2024

Learning to Optimize State Estimation in Multi-Agent Reinforcement Learning-Based Collaborative Detection

Tianlong Zhou, Tianyi Shi, Hongye Gao, Weixiong Rao

IEEE Transactions on Mobile Computing

DOI

2024

Learning-Based Finite Element Methods Modeling for Complex Mechanical Systems

Jiasheng Shi, Fu Lin, Weixiong Rao

arXiv.org

DOI

2024

An Automatic Nutrition Estimation Framework Based on Food Images from Diabetic Patients

Jia-Rui Chen, Qinpei Zhao, Weixiong Rao, Yi Wang, Xinyuan Lu, Quanquan Ge, Ming Li, Cong-Rong Wang

International Conference on e-Health Networking, Applications and Services

DOI

2024

Learn to Simulate Finite Element Analysis via Mesh-based Graph Networks

Lingjun Fan, Qinpei Zhao, Jiasheng Shi, Fu Lin, Weixiong Rao

International Conference on Computer Supported Cooperative Work in Design

DOI

2024

Up-sampling-only and Adaptive Mesh-based GNN for Simulating Physical Systems

Fu Lin, Jiasheng Shi, Shijie Luo, Qinpei Zhao, Weixiong Rao, Lei Chen

arXiv.org

DOI

2024

Analyzing world city network by graph convolutional networks

Linfang Tian, Weixiong Rao, Kai Zhao, H. Vo

Scientific Reports

DOI

2024

Road Network-based Vehicle Trajectory Imputation via Generative Adversarial Network

Yichen Shi, Tianlong Zhou, Peiyuan Yin, Zhongyu Wang, Zhaojun Mao, Weixiong Rao

International Conference on the Internet of Things (IoT)

DOI

2023

Multivariate Time-Series Forecasting Model: Predictability Analysis and Empirical Study

Qinpei Zhao, Guangda Yang, Kai Zhao, Jiaming Yin, Weixiong Rao, Lei Chen

IEEE Transactions on Big Data

DOI

2023

STIP: A Seasonal Trend Integrated Predictor for Blood Glucose Level in Time Series

Weixiong Rao, Guangda Yang, Qinpei Zhao, Yuzhi Liu, Hongming Zhu, Ming Li, Xuefeng Li, Yinjia Zhang

International Conference on Advanced Data Mining and Applications

DOI

2023

Poster: Two-Phase KalmanNet Based Collaborative Detection Framework

Tianlong Zhou, Weixiong Rao, Feng Ye

IEEE International Conference on Distributed Computing Systems

DOI

2023

Learning to Simulate Complex Physical Systems: A Case Study

Jiasheng Shi, Fu Lin, Weixiong Rao

International Conference on Information and Knowledge Management

DOI

2023

Demo: A multi-agent communication reinforcement learning Cooperative Detection System

Hongye Gao, Yichen Shi, Weixiong Rao, Qiongmin Ma

ACM/IEEE Symposium on Edge Computing (SEC)

DOI

2023

Heterogeneous traffic intersections control design based on reinforcement learning

Jiajing Shen, Jiaxing Hu, Qinpei Zhao, Weixiong Rao

IET Intelligent Transport Systems

DOI

2023

Scalable Communication for Mobile Multi-Agent Cooperative Detection

Hongye Gao, Tianlong Zhou, Weixiong Rao, Feng Ye

Proceedings/IEEE International Conference on Mobile Data Management

DOI

2023

DualTaxoVec: Web user embedding and taxonomy generation

Qinpei Zhao, Lingjun Fan, Yinjia Zhang, Jiangfeng Li, Yang Shi, Weixiong Rao, Xiang Liu

Knowledge-Based Systems

DOI

2023

Chinese diabetes datasets for data-driven machine learning

Qinpei Zhao, Jinhao Zhu, Xuan Shen, Chuwen Lin, Yinjia Zhang, Yuxiang Liang, Baige Cao, Jiangfeng Li, Xiang Liu, Weixiong Rao, Congrong Wang

Scientific Data

DOI

2023

TIGAN: Trajectory Imputation via Generative Adversarial Network

Yichen Shi, Hongye Gao, Weixiong Rao

Lecture notes in computer science

DOI

2022

基于半监督学习的多源异构数据治理

饶卫雄，高宏业，林程，赵钦佩，叶丰

《同济大学学报(自然科学版)》

2022

Category tree distance: a taxonomy-based transaction distance for web user analysis

Yinjia Zhang, Qinpei Zhao, Yang Shi, Jiangfeng Li, Weixiong Rao

Data Mining and Knowledge Discovery

DOI

2022

The Lévy Flight of Cities: Analyzing Social‐Economical Trajectories with Auto‐Embedding

Linfang Tian, Kai Zhao, Jiaming Yin, Huy T. Vo, Weixiong Rao

Discrete Dynamics in Nature and Society

DOI

2021

A Data-Driven Sequential Localization Framework for Big Telco Data

Fangzhou Zhu, Ming-Xuan Yuan, Xi-Ke Xie, Ting Wang, Shenglin Zhao, Weixiong Rao, Jia Zeng

IEEE Transactions on Knowledge and Data Engineering

DOI

2021

Outdoor Position Recovery From Heterogeneous Telco Cellular Data

Yige Zhang, Weixiong Rao, Kun Zhang, Lei Chen

IEEE Transactions on Knowledge and Data Engineering

DOI

2021

TaxoVec: Taxonomy Based Representation for Web User Profiling

Qinpei Zhao, Xiongbaixue Yan, Yinjia Zhang, Weixiong Rao, Jiangfeng Li, Chao Mi, Jessie Chen

INTERNATIONAL CONFERENCE ON MULTIMODAL INTERACTION

DOI

2021

Poster: Learning Index on Content-based Pub/Sub

Cheng Lin, Qinpei Zhao, Weixiong Rao

IEEE International Conference on Distributed Computing Systems (ICDCS)

DOI

2021

Deep Reinforcement Learning Based Dynamic Route Planning for Minimizing Travel Time

Yuanzhe Geng, Erwu Liu, Rui Wang, Yiming Liu, Weixiong Rao, Shaojun Feng, Zhao Dong, Zhiren Fu, Yanfen Chen

IEEE International Conference on Communications workshops

DOI

2021

Learning Shortest Paths on Large Dynamic Graphs

Jiaming Yin, Weixiong Rao, Chenxi Zhang

Proceedings/IEEE International Conference on Mobile Data Management

DOI

2021

Indoor Height Recovery by Cellular Signal Data

Jinhua Lv, Yige Zhang, Weixiong Rao, Erwu Liu, Rui Wang, Zhao Dong, Zhiren Fu, Yanfen Chen

ACM/IEEE International Conference on Internet of Things Design and Implementation (IoTDI)

DOI

2021

Reinforcement Learning for Diabetes Blood Glucose Control with Meal Information

Jinhao Zhu, Yinjia Zhang, Weixiong Rao, Qinpei Zhao, Jiangfeng Li, Congrong Wang

Lecture notes in computer science

DOI

2021

aHCQ: Adaptive Hierarchical Clustering Based Quantization Framework for Deep Neural Networks

Jiaxin Hu, Weixiong Rao, Qinpei Zhao

Lecture notes in computer science

DOI

2020

CLEAN: Frequent pattern-based trajectory compression and computation on road networks

Peng Zhao, Qinpei Zhao, Chenxi Zhang, Gong Su, Qi Zhang, Weixiong Rao

China Communications

DOI

2020

Context-Aware Telco Outdoor Localization

Yige Zhang, Weixiong Rao, Mingxuan Yuan, Jia Zeng, Pan Hui

IEEE Transactions on Mobile Computing

DOI

2020

Smarter and Safer Traffic Signal Controlling via Deep Reinforcement Learning

Bingquan Yu, Jinqiu Guo, Qinpei Zhao, Jiangfeng Li, Weixiong Rao

Proceedings of the ... ACM International Conference on Information & Knowledge Management

DOI

2020

IFLoc: Indoor Height Estimation by Telco Data

Jinhua Lv, Yige Zhang, Weixiong Rao, Jiehua Chen, Xiaofeng Hu, Qinglin Chen

Proceedings/IEEE International Conference on Mobile Data Management

DOI

2020

Towards Accurate Retail Demand Forecasting Using Deep Neural Networks

Shanhe Liao, Jiaming Yin, Weixiong Rao

Lecture notes in computer science

DOI

2019

Transfer Learning-Based Outdoor Position Recovery With Cellular Data

Yige Zhang, A. Ding, Jörg Ott, Ming-Xuan Yuan, Jia Zeng, Kun Zhang, Weixiong Rao

IEEE Transactions on Mobile Computing

DOI

2019

ATR: Automatic Trajectory Repairing With Movement Tendencies

Peng Zhao, Aoqian Zhang, Chenxi Zhang, Jiangfeng Li, Qinpei Zhao, Weixiong Rao

IEEE Access

DOI

2019

Size Prediction for Online Clothing Shopping with Heterogeneous Information

Cheng Lin, Qinpei Zhao, Jiangfeng Li, Weixiong Rao

International Conference on Computational Intelligence and Security (CIS)

DOI

2019

DeepLoc

Yige Zhang, Yu Xiao, Kai Zhao, Weixiong Rao

EAI International Conference on Mobile and Ubiquitous Systems: Computing, Networking and Services (MobiQuitous)

DOI

2019

Experimental Study of Multivariate Time Series Forecasting Models

Jiaming Yin, Weixiong Rao, Mingxuan Yuan, Jia Zeng, Kai Zhao, Chenxi Zhang, Jiangfeng Li, Qinpei Zhao

ACM International Conference on Information and Knowledge Management (CIKM)

DOI

2019

PRNet

Yige Zhang, Weixiong Rao, Kun Zhang, Mingxuan Yuan, Jia Zeng

ACM International Conference on Information and Knowledge Management (CIKM)

DOI

2019

Automatic User Categorization Through Large Transaction Data

Ying Zhang, Yinjia Zhang, Qinpei Zhao, Weixiong Rao

IEEE International Conference on Multimedia and Expo (ICME)

DOI

2019

Traffic Congestion Prediction by Spatiotemporal Propagation Patterns

Xiaolei Di, Yu Xiao, Chao Wei Zhu, Yang Deng, Qinpei Zhao, Weixiong Rao

Proceedings/IEEE International Conference on Mobile Data Management

DOI

2019

CLEAN: Frequent Pattern-Based Trajectory Spatial-Temporal Compression on Road Networks

Peng Zhao, Qinpei Zhao, Chenxi Zhang, Gong Su, Qi Zhang, Weixiong Rao

Proceedings/IEEE International Conference on Mobile Data Management

DOI

2019

BSLoc: Base Station ID-Based Telco Outdoor Localization

Jinhua Lv, Qinpei Zhao, Jiangfeng Li, Yige Zhang, Xiaolei Di, Weixiong Rao, Mingxuan Yuan, Jia Zeng

Lecture notes in computer science

DOI

2018

基于弹幕情感分析和聚类算法的视频用户群体分类

洪庆，王思尧，赵钦佩，李江峰，饶卫雄

《计算机工程与科学》

2018

基于电信数据的室外定位技术研究

廖山河，赵钦佩，李江峰，饶卫雄

《计算机工程与科学》

2018

Research on WSN Routing Algorithm for Vegetable Greenhouse

Shi-Pu Xu, Yun-Sheng Wang, Yong Liu, Weixiong Rao, Mingzhou Ma, Jing-Yin Zhao, Chen-Xi Zhang

High Performance Computing and Cluster Technologies Conference

DOI

2018

Deep Neural Network-based Telco Outdoor Localization

Yige Zhang, Weixiong Rao, Yu Xiao

ACM Conference on Embedded Networked Sensor Systems (SenSys)

DOI

2018

Frequent Pattern-based Trajectory Completion

Zhiqiang Zhang, Weixiong Rao, Xiaolei Di, Peng Zhao, Xiaofeng Xu, Fehmi Ben Abdesslem

ACM Conference on Embedded Networked Sensor Systems (SenSys)

DOI

2018

Frequent Pattern-Based Map-Matching on Low Sampling Rate Trajectories

Yukun Huang, Weixiong Rao, Zhiqiang Zhang, Peng Zhao, Mingxuan Yuan, Jia Zeng

Proceedings/IEEE International Conference on Mobile Data Management

DOI

2018

Context Aware Telco Churn Prediction Powered By Temporal Feature Engineering

Ruirui Bai, Weixiong Rao, Mingxuan Yuan, Jia Zeng, Jianfeng Yan

IEEE International Conference on Pervasive Computing and Communications Workshops (PerCom Workshops)

DOI

2017

Experimental Study of Telco Localization Methods

Yukun Huang, Weixiong Rao, Fangzhou Zhu, Ning Liu, Mingxuan Yuan, Jia Zeng, Hua Yang

Proceedings/IEEE International Conference on Mobile Data Management

DOI

2017

Confidence Model-Based Data Repair for Telco Localization

Yige Zhang, Weixiong Rao, Mingxuan Yuan, Jia Zeng, Hua Yang

Proceedings/IEEE International Conference on Mobile Data Management

DOI

2017

Topic Model-Based Road Network Inference from Massive Trajectories

Renjie Zheng, Qin Liu, Weixiong Rao, Mingxuan Yuan, Jia Zeng, Zhongxiao Jin

Proceedings/IEEE International Conference on Mobile Data Management

DOI

2017

Searching k-Nearest Neighbor Trajectories on Road Networks

Pengcheng Yuan, Qinpei Zhao, Weixiong Rao, Mingxuan Yuan, Jia Zeng

Lecture notes in computer science

DOI

2017

Efficient Compression on Real World Directed Graphs

Guohua Li, Weixiong Rao, Zhongxiao Jin

Lecture notes in computer science

DOI

2017

Graph Summarization Based on Attribute-Connected Network

Siqi Liu, Qinpei Zhao, Jiangfeng Li, Weixiong Rao

Lecture notes in computer science

DOI

2017

An Efficient Boolean Expression Index by Compression

Jin Tao, Chenxi Zhang, Weixiong Rao

Lecture notes in computer science

DOI

2016

Trajbase

Renjie Zheng, Qin Liu, Hanjun Mao, Hongming Zhu, Weixiong Rao

DOI

2016

City-Scale Localization with Telco Big Data

Fangzhou Zhu, Luo Chen, Mingxuan Yuan, Yijian Zhu, Zhengqing Zhang, Tao Gu, Ke Deng, Weixiong Rao, Jia Zeng

DOI

2016

LDA Revisited

Jianwei Zhang, Jia Zeng, Mingxuan Yuan, Weixiong Rao, Jianfeng Yan

DOI

2016

Compression-aware graph computation

Guohua Li, Weixiong Rao

DOI

2016

BMF: An Indexing Structure to Support Multi-element Check

Chenyang Xu, Qin Liu, Weixiong Rao

Lecture notes in computer science

DOI

2016

Erratum to: BMF: An Indexing Structure to Support Multi-element Check

Chenyang Xu, Liu Qin, Weixiong Rao

Lecture notes in computer science

DOI

2015

不等长时间序列滑窗STS距离聚类算法

刘琴，王恺乐，饶卫雄

《计算机科学与探索》

2015

Towards Maximizing Timely Content Delivery in Delay Tolerant Networks

Weixiong Rao, Kai Zhao, Yan Zhang, Pan Hui, Sasu Tarkoma

IEEE Transactions on Mobile Computing

DOI

2015

MTAF: An Adaptive Design for Keyword-Based Content Dissemination on DHT Networks

Weixiong Rao, R. Vitenberg, Lei Chen, Sasu Tarkoma

IEEE Transactions on Parallel and Distributed Systems

DOI

2015

A Unified Computation Engine for Big Data Analytics

Chenyang Xu, Yanjie Chen, Qin Liu, Weixiong Rao, Hong Min, Gong Su

DOI

2015

Octopus: Hybrid Big Data Integration Engine

Yanjie Chen, Chenyang Xu, Weixiong Rao, Hong Min, Gong Su

IEEE International Conference on Cloud Computing Technology and Science

DOI

2015

L-Graph

Weixiong Rao, Eiko Yoneki, Lei Chen

DOI

2015

Clustering Large Undirected Graphs on External Memory

Qin Liu, Jiakai Xiao, Weixiong Rao

DOI

2015

Explaining the power-law distribution of human mobility through transportationmodality decomposition

Kai Zhao, Mirco Musolesi, Pan Hui, Weixiong Rao, Sasu Tarkoma

Scientific Reports

DOI

2014

Cost-Based Join Algorithm Selection in Hadoop

Jun Gu, Peng Shu, X. Sean Wang, Weixiong Rao, Min Yang, Yu Cao

Lecture notes in computer science

DOI

2014

Cost-Based Optimization of Logical Partitions for a Query Workload in a Hadoop Data Warehouse

Peng Shu, Jun Gu, X. Sean Wang, Weixiong Rao, Min Yang, Yu Hua Cao

Lecture notes in computer science

DOI

2013

基于DNS流量的Fast-Flux僵尸网络混合检测与追踪（英文）

邹福泰，章思宇，饶卫雄

China Communications

2013

Toward Efficient Filter Privacy-Aware Content-Based Pub/Sub Systems

Weixiong Rao, Lei Chen, Sasu Tarkoma

IEEE Transactions on Knowledge and Data Engineering

DOI

2013

Bitlist: New Full-text Index for Low Space Cost and Efficient Keyword Search

Weixiong Rao, Lei Chen, Pan Hui, Sasu Tarkoma

Proceedings of the VLDB Endowment

DOI

2013

Replication-Based Load Balancing in Distributed Content-Based Publish/Subscribe

Weixiong Rao, Chao Chen, Pan Hui, Sasu Tarkoma

Proceedings - IEEE International Parallel and Distributed Processing Symposium

DOI

2013

Subscription Privacy Protection in Topic-Based Pub/Sub

Weixiong Rao, Lei Chen, Mingxuan Yuan, Sasu Tarkoma, Hong Mei

Lecture notes in computer science

DOI

2010

Optimal Resource Placement in Structured Peer-to-Peer Networks

Weixiong Rao, Lei Chen, A. Fu, Guo-Ren Wang

IEEE Transactions on Parallel and Distributed Systems

DOI

2009

STAIRS: Towards Efficient Full-Text Filtering and Dissemination in a DHT Environment

Weixiong Rao, A. Fu, Lei Chen, Han-Hua Chen

IEEE International Conference on Data Engineering

DOI

精选作品

期刊论文

Combining Structural and Textual Knowledge for Knowledge Graph Link Prediction via Large Language Models

PathoLLM: Accurate Endometrial Cancer Subtyping Using Clinically-Aligned Language Models

LGFlow: Long-term Fluid Simulation with Adaptive Spatio-Temporal Reduction on Mesh Graphs

A novel distributed parallel simulation method with dynamic partitioning using KLeiden-based community detection

Deep Representation Learning-Assisted Distance Metric Recommendation for Time Series Clustering

Not All Imputations are Trustworthy: An Uncertainty-aware Multi-modal Entity Alignment Framework

GT-RAG: Knowledge Graph-based Retrieval-Augmented Generation for Multi-hop Question Answering

Validation of HRV Studio: A Transparent and Quality-Control-Aware Platform for Heart Rate Variability Analysis

Chinese Food Images for Full-cycle Nutrition Analysis Towards Diabetes Management

部分已知状态空间模型下的目标状态估计算法

基于大语言模型的A*路径规划算法分析与优化

Engineering a Safe and Explainable ML-Based Insulin Recommender for Clinical Deployment

SimFormer: Multilevel Transformer on Learnable Mesh Graphs for Engineering Simulation

MMKG-RAG: Retrieval-Augmented Generation with Multi-modal Knowledge Graph

Bridging the Gap between Knowledge Graphs and LLMs for Multi-hop Question Answering

Multi-Agent Reinforcement Learning-Based Capacity Planning for On-Demand Vehicular Fog Computing

Towards Smarter and Safer Traffic Signal Control via Multiagent Deep Reinforcement Learning

Real-Time Femoral Von Mises Stress Distribution Prediction via Graph Neural Networks

Local-Global Context Encoding Architecture for the Insulin Prescription Recommendation

D-MGN: A Distributed Mesh Graph Neural Network for Scalable Engineering Simulation

Quantifying the non-isomorphism of global urban road networks using GNNs and graph kernels

基于深度学习的多参数结构拓扑优化方法

基于机器学习的汽车吸能结构耐撞性智能预测方法

基于图网络的汽车零部件应力场快速预测方法研究

Learn to Optimize the Constrained Shortest Path on Large Dynamic Graphs

Cooperative Path Planning With Asynchronous Multiagent Reinforcement Learning

Learning to Optimize State Estimation in Multi-Agent Reinforcement Learning-Based Collaborative Detection

Learning-Based Finite Element Methods Modeling for Complex Mechanical Systems

An Automatic Nutrition Estimation Framework Based on Food Images from Diabetic Patients

Learn to Simulate Finite Element Analysis via Mesh-based Graph Networks

Up-sampling-only and Adaptive Mesh-based GNN for Simulating Physical Systems

Analyzing world city network by graph convolutional networks

Road Network-based Vehicle Trajectory Imputation via Generative Adversarial Network

Multivariate Time-Series Forecasting Model: Predictability Analysis and Empirical Study

STIP: A Seasonal Trend Integrated Predictor for Blood Glucose Level in Time Series

Poster: Two-Phase KalmanNet Based Collaborative Detection Framework

Learning to Simulate Complex Physical Systems: A Case Study

Demo: A multi-agent communication reinforcement learning Cooperative Detection System

Heterogeneous traffic intersections control design based on reinforcement learning

Scalable Communication for Mobile Multi-Agent Cooperative Detection

DualTaxoVec: Web user embedding and taxonomy generation

Chinese diabetes datasets for data-driven machine learning

TIGAN: Trajectory Imputation via Generative Adversarial Network

基于半监督学习的多源异构数据治理

Category tree distance: a taxonomy-based transaction distance for web user analysis

The Lévy Flight of Cities: Analyzing Social‐Economical Trajectories with Auto‐Embedding

A Data-Driven Sequential Localization Framework for Big Telco Data

Outdoor Position Recovery From Heterogeneous Telco Cellular Data

TaxoVec: Taxonomy Based Representation for Web User Profiling

Poster: Learning Index on Content-based Pub/Sub

Deep Reinforcement Learning Based Dynamic Route Planning for Minimizing Travel Time

Learning Shortest Paths on Large Dynamic Graphs

Indoor Height Recovery by Cellular Signal Data

Reinforcement Learning for Diabetes Blood Glucose Control with Meal Information

aHCQ: Adaptive Hierarchical Clustering Based Quantization Framework for Deep Neural Networks

CLEAN: Frequent pattern-based trajectory compression and computation on road networks

Context-Aware Telco Outdoor Localization

Smarter and Safer Traffic Signal Controlling via Deep Reinforcement Learning

IFLoc: Indoor Height Estimation by Telco Data

Towards Accurate Retail Demand Forecasting Using Deep Neural Networks

Transfer Learning-Based Outdoor Position Recovery With Cellular Data

ATR: Automatic Trajectory Repairing With Movement Tendencies

Size Prediction for Online Clothing Shopping with Heterogeneous Information

DeepLoc

Experimental Study of Multivariate Time Series Forecasting Models

PRNet

Automatic User Categorization Through Large Transaction Data

Traffic Congestion Prediction by Spatiotemporal Propagation Patterns

CLEAN: Frequent Pattern-Based Trajectory Spatial-Temporal Compression on Road Networks

BSLoc: Base Station ID-Based Telco Outdoor Localization

基于弹幕情感分析和聚类算法的视频用户群体分类

基于电信数据的室外定位技术研究

Research on WSN Routing Algorithm for Vegetable Greenhouse

Deep Neural Network-based Telco Outdoor Localization

Frequent Pattern-based Trajectory Completion

Frequent Pattern-Based Map-Matching on Low Sampling Rate Trajectories

Context Aware Telco Churn Prediction Powered By Temporal Feature Engineering

Experimental Study of Telco Localization Methods