孙永佼｜东北大学｜学者主页

2026

Why Retrieval is not Enough: Structured Memory Scheduling for Large Language Model Reasoning

Xin Yao, Xiang-Guo Zhao, Di Zhou, Xin Bi, Yongjiao Sun, Ben-Guo He

Data Science and Engineering

DOI

2026

Efficient Label-Constrained Path Queries on Time-Dependent Graphs via LP-Tree Decomposition

Yi-Shu Wang, Jin-Long Chu, Ye Yuan, Yongjiao Sun, Xiang-Guo Zhao, Hangxu Ji

Data Science and Engineering

DOI

2025

An Intelligent Task and Data Deployment Method for SIoT Systems

Hangxu Ji, Yongjiao Sun, Yuyao Luan, Ye Yuan, Guo-Ren Wang, Qi Wang

IEEE Internet of Things Journal

DOI

2025

PrivMiner: a similar-first approach to frequent itemset mining under local differential privacy

Yanhui Li, Chen Huang, Mengyuan Cheng, Tianci Lv, Yuxin Zhao, Yongjiao Sun, Ye Yuan

World wide web (Bussum)

DOI

2025

A Lightweight Continual Learning Method for Traffic Flow Prediction Based on B-Splines

Xu Zhao, Xiaoxi Cui, Xiang-Guo Zhao, Yongjiao Sun, Lianpeng Qiao, Boyang Li

International Conference on Parallel and Distributed Systems

DOI

2025

Privacy-Utility Balanced Cooperative Online Matching in Spatial Crowdsourcing

Yi Yang, Yurong Cheng, Ye Yuan, Guo-Ren Wang, Lei Chen, Yongjiao Sun

The VLDB journal

DOI

2025

A Novel Text Adversarial Sample Generation and Defense Method for SIoT Systems

Hangxu Ji, Jiale Guo, Yongjiao Sun, Ye Yuan, Guo-Ren Wang, Qi Wang

IEEE Internet of Things Journal

DOI

2025

Cross-Platform Online Team Formation in Spatial Crowdsourcing

Xiaoxi Cui, Yurong Cheng, Xiangmin Zhou, Yongjiao Sun

Knowledge Discovery and Data Mining

DOI

2024

TiFLCS-MARP: Client selection and model pricing for federated learning in data markets

Yongjiao Sun, Boyang Li, Kai Yang, Xin Bi, Xiangning Zhao

Expert Systems With Applications，Vol. 245

DOI

2024

Social network node pricing based on graph autoencoder in data marketplaces

Yongjiao Sun, Boyang Li, Xin Bi, Qiang Feng

Expert Systems With Applications，Vol. 243

DOI

2024

时空众包中的多轮跨平台在线匹配

金倩倩，李博扬，成雨蓉，孙永佼

《太原理工大学学报》

2024

结合注意力机制的属性异质网络嵌入方法

李嘉坤，王瑞锦，张凤荔，李冬芬，孙永佼，应时

《小型微型计算机系统》

2024

Multi-temporal heterogeneous graph learning with pattern-aware attention for industrial chain risk detection

Ziheng Li, Yongjiao Sun, Xin Bi, Ruijin Wang, Shi Ying, Hangxu Ji

World wide web (Bussum)

DOI

2024

DAPIC: Dynamic adjustment method of parallelism for iterative computing in Flink

Hangxu Ji, Yongjiao Sun, Xinran Su, Yuwei Fu, Ye Yuan, Guo-Ren Wang, Qi Wang

Information Sciences

DOI

2023

Structure-adaptive graph neural network with temporal representation and residual connections

Xin Bi, Qingling Jiang, Zhixun Liu, Xin Yao, Hao-Jie Nie, George Y. Yuan, Xiangguo Zhao, Yongjiao Sun

World wide web (Bussum)

DOI

2023

Towards Time-Series Key Points Detection Through Self-supervised Learning and Probability Compensation

Mingxu Yuan, Xin Bi, Xue-Chun Huang, Wei Zhang, Lei Hu, George Y. Yuan, Xiangguo Zhao, Yongjiao Sun

International Conference on Database Systems for Advanced Applications

DOI

2023

A deformable convolutional time-series prediction network with extreme peak and interval calibration

Xin Bi, Guoliang Zhang, Lijun Lu, George Y. Yuan, Xiangguo Zhao, Yongjiao Sun, Yuliang Ma

GeoInformatica

DOI

2023

Temporal-structural importance weighted graph convolutional network for temporal knowledge graph completion

Hao-Jie Nie, Xiangguo Zhao, Xin Yao, Qingling Jiang, Xin Bi, Yuliang Ma, Yongjiao Sun

Future generations computer systems

DOI

2022

Privacy-preserving Cooperative Online Matching over Spatial Crowdsourcing Platforms

Yi Yang, Yurong Cheng, Ye Yuan, Guo-Ren Wang, Lei Chen, Yongjiao Sun

Proceedings of the VLDB Endowment

DOI

2022

Effective rule mining of sparse data based on transfer learning

Yongjiao Sun, Jiancheng Guo, Boyang Li, Nur Al Hasan Haldar

World wide web (Bussum)

DOI

2022

Continuous similarity join over geo-textual data streams

Hongwei Liu, Yongjiao Sun, Guo-Ren Wang

World wide web (Bussum)

DOI

2022

Continuous spatial keyword query processing over geo-textual data streams

Hongwei Liu, Yongjiao Sun, Guo-Ren Wang

World wide web (Bussum)

DOI

2021

Sparse relation prediction based on hypergraph neural networks in online social networks

Yuanshen Guan, Xiangguo Sun, Yongjiao Sun

World wide web (Bussum)

DOI

2021

Explainable time-frequency convolutional neural network for microseismic waveform classification

Xin Bi, Chao Zhang, Yao He, Xiangguo Zhao, Yongjiao Sun, Yuliang Ma

Information Sciences

DOI

2021

Distributed Typhoon Track Prediction Based on Complex Features and Multitask Learning

Yongjiao Sun, Yan Song, Baiyou Qiao, Boyang Li

Complex

DOI

2021

Time-Series Graph Network for Sea Surface Temperature Prediction

Yongjiao Sun, Xin Yao, Xin Bi, Xue-Chun Huang, Xiangguo Zhao, Baiyou Qiao

Big Data Research

DOI

2020

新型时空众包平台中的在线三维稳定匹配问题

李博扬，成雨蓉，王国仁，袁野，孙永佼

《软件学报》

DOI

2020

GNEA: A Graph Neural Network with ELM Aggregator for Brain Network Classification

Xin Bi, Zhixun Liu, Yao He, Xiangguo Zhao, Yongjiao Sun, Hao Liu

Complex

DOI

2020

A new point-of-interest group recommendation method in location-based social networks

Xiangguo Zhao, Zhen Zhang, Xin Bi, Yongjiao Sun

Neural computing & applications (Print)

DOI

2020

CODES: Efficient Incremental Semi-Supervised Classification Over Drifting and Evolving Social Streams

Xin Bi, Chao Zhang, Xiangguo Zhao, Donghang Li, Yongjiao Sun, Yuliang Ma

IEEE Access

DOI

2019

Incremental Bilateral Preference Stable Planning over Event Based Social Networks

Boyang Li, Yurong Cheng, Guo-Ren Wang, Yongjiao Sun

Complex

DOI

2019

Privacy-Protected Route-Based Spatial-Textual Location Search in Road Networks

Hongwei Liu, Yongjiao Sun, Gang Wu, Guo-Ren Wang

IEEE Access

DOI

2019

Big graph classification frameworks based on Extreme Learning Machine

Yongjiao Sun, Boyang Li, Ye Yuan, Xin Bi, Xiangguo Zhao, Guo-Ren Wang

Neurocomputing

DOI

2018

An event recommendation model using ELM in event-based social network

Boyang Li, Guo-Ren Wang, Yurong Cheng, Yongjiao Sun, Xin Bi

Neural computing & applications (Print)

DOI

2017

Keyword Search over Distributed Graphs with Compressed Signature

Ye Yuan, Xiang Lian, Lei Chen, J. Yu, Guo-Ren Wang, Yongjiao Sun

IEEE Transactions on Knowledge and Data Engineering

DOI

2017

Dynamic adjustment of hidden layer structure for convex incremental extreme learning machine

Yongjiao Sun, Yuangen Chen, Ye Yuan, Guo-Ren Wang

Neurocomputing

DOI

2016

DistR: A Distributed Method for the Reachability Query over Large Uncertain Graphs

Yurong Cheng, Ye Yuan, Lei Chen, Guo-Ren Wang, C. Giraud-Carrier, Yongjiao Sun

IEEE Transactions on Parallel and Distributed Systems

DOI

2016

RSkNN: kNN Search on Road Networks by Incorporating Social Influence

Ye Yuan, Xiang Lian, Lei Chen, Yongjiao Sun, Guo-Ren Wang

IEEE Transactions on Knowledge and Data Engineering

DOI

2015

Splitting anonymization: a novel privacy-preserving approach of social network

Yongjiao Sun, Ye Yuan, Guo-Ren Wang, Yurong Cheng

Knowledge and Information Systems

DOI

2015

An on-line sequential learning method in social networks for node classification

Yongjiao Sun, Ye Yuan, Guo-Ren Wang

Neurocomputing

DOI

2014

Extreme learning machine for classification over uncertain data

Yongjiao Sun, Ye Yuan, Guo-Ren Wang

Neurocomputing

DOI

2013

ELM-based name disambiguation in bibliography

Donghong Han, Siqi Liu, Yachao Hu, Bin Wang, Yongjiao Sun

World wide web (Bussum)

DOI

2012

P2P环境下面向不确定数据的kNN查询方法

孙永佼，东韩，袁野，王国仁

《东北大学学报(自然科学版)》

2012

P2P环境下排序查询处理和分类技术的研究

孙永佼

《东北大学》

2012

Top-$\boldsymbol{k}$ query processing over uncertain data in distributed environments

Yongjiao Sun, Ye Yuan, Guo-Ren Wang

World wide web (Bussum)

DOI

2011

P2P环境下面向不确定数据的Top-k查询

孙永佼，袁野，王国仁

《计算机学报》

2011

Answering Probabilistic Top-k Queries over P2P Networks SUN Yong-JiaoYUAN YeWANG Guo-Ren: Answering Probabilistic Top-k Queries over P2P Networks SUN Yong-JiaoYUAN YeWANG Guo-Ren

Yongjiao Sun, Ye Yuan, Guo-Ren Wang

DOI

2011

An OS-ELM based distributed ensemble classification framework in P2P networks

Yongjiao Sun, Ye Yuan, Guo-Ren Wang

Neurocomputing

DOI

2010

FISH: A Novel Peer-to-Peer Overlay Network Based on Hyper-deBruijn

Ye Yuan, Guo-Ren Wang, Yongjiao Sun

Interational Conference on Web-Age Information Management

DOI

2010

Path information based extensible markup language (XML) ancestor-descendant indexing method

Hui-Ling Liu, Yongjiao Sun, En-De Zhang, Xiangguo Zhao

2010

Efficient Peer-to-Peer Similarity Query Processing for High-dimensional Data

Ye Yuan, Guo-Ren Wang, Yongjiao Sun

2010 12th International Asia-Pacific Web Conference

DOI

2010

PeerLearning: A Content-Based e-Learning Material Sharing System Based on P2P Network

Guo-Ren Wang, Ye Yuan, Yongjiao Sun, Junchang Xin, Y. Zhang

World wide web (Bussum)

DOI

2009

An Efficient P2P Range Query Processing Approach for Multi-dimensional Uncertain Data

Ye Yuan, Guo-Ren Wang, Yongjiao Sun, Bing Wang, Xiao-Chun Yang, Ge Yu

DASFAA Workshops

DOI

精选作品

期刊论文

Why Retrieval is not Enough: Structured Memory Scheduling for Large Language Model Reasoning

Efficient Label-Constrained Path Queries on Time-Dependent Graphs via LP-Tree Decomposition

An Intelligent Task and Data Deployment Method for SIoT Systems

PrivMiner: a similar-first approach to frequent itemset mining under local differential privacy

A Lightweight Continual Learning Method for Traffic Flow Prediction Based on B-Splines

Privacy-Utility Balanced Cooperative Online Matching in Spatial Crowdsourcing

A Novel Text Adversarial Sample Generation and Defense Method for SIoT Systems

Cross-Platform Online Team Formation in Spatial Crowdsourcing

TiFLCS-MARP: Client selection and model pricing for federated learning in data markets

Social network node pricing based on graph autoencoder in data marketplaces

时空众包中的多轮跨平台在线匹配

结合注意力机制的属性异质网络嵌入方法

Multi-temporal heterogeneous graph learning with pattern-aware attention for industrial chain risk detection

DAPIC: Dynamic adjustment method of parallelism for iterative computing in Flink

Structure-adaptive graph neural network with temporal representation and residual connections

Towards Time-Series Key Points Detection Through Self-supervised Learning and Probability Compensation

A deformable convolutional time-series prediction network with extreme peak and interval calibration

Temporal-structural importance weighted graph convolutional network for temporal knowledge graph completion

Privacy-preserving Cooperative Online Matching over Spatial Crowdsourcing Platforms

Effective rule mining of sparse data based on transfer learning

Continuous similarity join over geo-textual data streams

Continuous spatial keyword query processing over geo-textual data streams

Sparse relation prediction based on hypergraph neural networks in online social networks

Explainable time-frequency convolutional neural network for microseismic waveform classification

Distributed Typhoon Track Prediction Based on Complex Features and Multitask Learning

Time-Series Graph Network for Sea Surface Temperature Prediction

新型时空众包平台中的在线三维稳定匹配问题

GNEA: A Graph Neural Network with ELM Aggregator for Brain Network Classification

A new point-of-interest group recommendation method in location-based social networks

CODES: Efficient Incremental Semi-Supervised Classification Over Drifting and Evolving Social Streams

Incremental Bilateral Preference Stable Planning over Event Based Social Networks

Privacy-Protected Route-Based Spatial-Textual Location Search in Road Networks

Big graph classification frameworks based on Extreme Learning Machine

An event recommendation model using ELM in event-based social network

Keyword Search over Distributed Graphs with Compressed Signature

Dynamic adjustment of hidden layer structure for convex incremental extreme learning machine

DistR: A Distributed Method for the Reachability Query over Large Uncertain Graphs

RSkNN: kNN Search on Road Networks by Incorporating Social Influence

Splitting anonymization: a novel privacy-preserving approach of social network

An on-line sequential learning method in social networks for node classification

Extreme learning machine for classification over uncertain data

ELM-based name disambiguation in bibliography

P2P环境下面向不确定数据的kNN查询方法

P2P环境下排序查询处理和分类技术的研究

Top-$\boldsymbol{k}$ query processing over uncertain data in distributed environments

P2P环境下面向不确定数据的Top-k查询

Answering Probabilistic Top-k Queries over P2P Networks SUN Yong-JiaoYUAN YeWANG Guo-Ren: Answering Probabilistic Top-k Queries over P2P Networks SUN Yong-JiaoYUAN YeWANG Guo-Ren

An OS-ELM based distributed ensemble classification framework in P2P networks

FISH: A Novel Peer-to-Peer Overlay Network Based on Hyper-deBruijn

Path information based extensible markup language (XML) ancestor-descendant indexing method

Efficient Peer-to-Peer Similarity Query Processing for High-dimensional Data

PeerLearning: A Content-Based e-Learning Material Sharing System Based on P2P Network

An Efficient P2P Range Query Processing Approach for Multi-dimensional Uncertain Data

会议论文

P2P环境中不确定数据Top-k查询处理算法