Shan Xue

2026

LHG: LLM-enhanced and Heterogeneous Graph-induced for Unsupervised Social Event Detection.

Zitai Qiu|Rongwei Xu|Congbo Ma|Shan Xue|Jian Yang|Guanfeng Liu|Quan Z. Sheng|Amin Beheshti|Jia Wu

Proceedings of the ACM Web Conference 2026, WWW 2026, Dubai, United Arab Emirates, originally scheduled for April 13-17, 2026, rescheduled for June 29 - July 3, 2026.

Revisiting Graph-Level Anomaly Detection: From Partially to Fully Unsupervised Learning.

Zhenyu Yang|Ge Zhang|Shan Xue|Xiaoxiao Ma|Jian Yang|Hao Peng|Amin Beheshti|Jia Wu

Proceedings of the ACM Web Conference 2026, WWW 2026, Dubai, United Arab Emirates, originally scheduled for April 13-17, 2026, rescheduled for June 29 - July 3, 2026.

PIGCN: Physics-Inspired Graph Convolution Networks for Heterogeneous Social Event Detection.

Yongsheng Yu|Congbo Ma|Zitai Qiu|Shan Xue|Jian Yang|Jia Wu

Proceedings of the ACM Web Conference 2026, WWW 2026, Dubai, United Arab Emirates, originally scheduled for April 13-17, 2026, rescheduled for June 29 - July 3, 2026.

2025

Self-supervised Time-aware Heterogeneous Hypergraph Learning for Dynamic Graph-level Classification.

Malik Khizar Hayat|Shan Xue|Jia Wu|Bilal Khan|Jian Yang

Proceedings of the Eighteenth ACM International Conference on Web Search and Data Mining, WSDM 2025, Hannover, Germany, March 10-14, 2025

A Multiagent-based Framework on RoboCup Simulation System for Enhancing Rescue Operation during Dynamic Disaster Environments.

Qihua Lyu|Xin Cao|Yongsheng Yu|Shan Xue|Jian Yang|Jia Wu|Amin Beheshti

Companion Proceedings of the ACM on Web Conference 2025, WWW 2025, Sydney, NSW, Australia, 28 April 2025 - 2 May 2025

Enhanced Social Event Detection through Dynamically Weighted Meta-Paths Modeling.

Congbo Ma|Zitai Qiu|Hu Wang|Jing Du|Shan Xue|Jia Wu|Jian Yang

Companion Proceedings of the ACM on Web Conference 2025, WWW 2025, Sydney, NSW, Australia, 28 April 2025 - 2 May 2025

2024

An Interpretable Brain Graph Contrastive Learning Framework for Brain Disorder Analysis.

Xuexiong Luo|Guangwei Dong|Jia Wu|Amin Beheshti|Jian Yang|Shan Xue

Proceedings of the 17th ACM International Conference on Web Search and Data Mining, WSDM 2024, Merida, Mexico, March 4-8, 2024

2023

Type Information Utilized Event Detection via Multi-Channel GNNs in Electrical Power Systems.

Qian Li|Jianxin Li|Lihong Wang|Cheng Ji|Yiming Hei|Jiawei Sheng|Qingyun Sun|Shan Xue|Pengtao Xie

ACM Transactions on the Web 2023 Volume 17 Issue 3

Minimum Entropy Principle Guided Graph Neural Networks.

Zhenyu Yang|Ge Zhang|Jia Wu|Jian Yang|Quan Z. Sheng|Hao Peng|Angsheng Li|Shan Xue|Jianlin Su

Proceedings of the Sixteenth ACM International Conference on Web Search and Data Mining, WSDM 2023, Singapore, 27 February 2023 - 3 March 2023.

2022

ComGA: Community-Aware Attributed Graph Anomaly Detection.

Xuexiong Luo|Jia Wu|Amin Beheshti|Jian Yang|Xiankun Zhang|Yuan Wang|Shan Xue

WSDM '22: The Fifteenth ACM International Conference on Web Search and Data Mining, Virtual Event / Tempe, AZ, USA, February 21 - 25, 2022

2020

Detecting the evolving community structure in dynamic social networks.

Fanzhen Liu|Jia Wu|Shan Xue|Chuan Zhou|Jian Yang|Quanzheng Sheng

World Wide Web (WWW) 2020 Volume 23 Issue 2