Professional Services

Conference Organization

• Special Session Chair: Deep Learning for Graphs (DL4G), IJCNN 2023

Invited Talks

• Anomaly Detection Foundation Models for Structured Data, Institute of Information Engineering, Chinese Academy of Sciences, Beijing, China (Sep 2026)

• Next-Generation Graph Anomaly Detection: Explainable and Generalist Models, Monash University, Melbourne, Australia (Feb 2026)

• Graph-Augmented LLM Multi-Agent System Design, Institute of Information Engineering, Chinese Academy of Sciences, Beijing, China (Dec 2025)

• Next-Generation Graph Anomaly Detection: Explainable and Generalist Models, Zhejiang Normal University, Jinhua, China (Dec 2024)

• One-for-All: Generalist Graph Anomaly Detection with In-Context Learning, ADMA Conference Encore Talk, Sydney, Australia (Dec 2024)

• Graph neural networks for data with less information, LoG Conference Shanghai Meetup, Shanghai, China (Nov, 2023)

• Self-supervised learning on graph neural networks, East China Normal University, Shanghai, China (Mar, 2023)

Conference AC/PC Member/Reviewer

• Area Chair: ICLR (2027–).
• PC Member: AAAI (2023–), IJCAI (2023–), WWW (2026–), BigData (2026–), CIKM (2024–2025), ICDM (2022–), SDM (2024), PAKDD (2024–2025), ADC (2024), ICALT (2022), DSS (2021).
• Reviewer: ICML (2025–), ICLR (2025–2026), NeurIPS (2023–), ACL ARR (2025–), KDD (2023–2025), AISTATS (2025), IJCNN (2022–2024).

Journal Reviewer

• Reviewer, IEEE Transactions on Knowledge and Data Engineering (TKDE, CORE A*)
• Reviewer, IEEE Transactions on Neural Networks and Learning Systems (TNNLS, CORE A*)
• Reviewer, IEEE Transactions on Image Processing (TIP, CORE A*)
• Reviewer, IEEE Transactions on Cybernetics (TCYB, CORE A*)
• Reviewer, Future Generation Computer Systems (FGCS, CORE A)
• Reviewer, Data Mining and Knowledge Discovery (DMKD, CORE A)
• Reviewer, ACM Transactions on Knowledge Discovery from Data (CORE B)
• Reviewer, ACM Transactions on the Web (TWEB, CORE B)
• Reviewer, Neural Computing and Applications (NCAA, CORE B)