Resume
Academic Achievements
- - One paper entitled: Unbiased Reasoning for Knowledge-Intensive Tasks in Large Language Models via Conditional Front-Door Adjustment accepted by CIKM'25.
- - One paper entitled: RMTrans: Robust Multimodal Transformers for Patient Prognosis under Backdoor Threats accepted by TIST.
- - Awarded the Outstanding Reviewer at KDD '25.
- - One paper entitled: Multi-type Social Patterns-based Graph Learning accepted by Neurocomputing.
- - The paper FairGP: A Scalable and Fair Graph Transformer Using Graph Partitioning has been invited to be presented at an oral session at AAAI'25.
- - One paper entitled: Factor Graph-based Interpretable Neural Networks accepted by ICLR'25.
- - Two papers entitled: FairGP: A Scalable and Fair Graph Transformer Using Graph Partitioning and Cognitive Fluctuations Enhanced Attention Network for Knowledge Tracing accepted by AAAI'25.
- - Awarded the Student Travel Award for attending KDD'24.
- - One paper entitled: FUGNN: Harmonizing Fairness and Utility in Graph Neural Networks accepted by KDD'24.
- - One paper entitled: FairGT: A Fairness-aware Graph Transformer accepted by IJCAI'24.
Research Experience
- - Oct 2025: Serve as PC member of ACM Web Conference '26.
- - Sep 2025: Serve as PC member of PAKDD '26.
- - Aug 2025: One paper entitled: Unbiased Reasoning for Knowledge-Intensive Tasks in Large Language Models via Conditional Front-Door Adjustment accepted by CIKM'25.
- - Aug 2025: Serve as reviewer of IEEE Transactions on Neural Networks and Learning Systems (TNNLS).
- - Jul 2025: Serve as reviewer of KDD '26.
- - Jul 2025: Serve as PC member of AAAI '26.
- - Jun 2025: One paper entitled: RMTrans: Robust Multimodal Transformers for Patient Prognosis under Backdoor Threats accepted by TIST.
- - Jun 2025: Awarded the Outstanding Reviewer at KDD '25.
- - Apr 2025: Serve as PC member of ECAI '25.
- - Mar 2025: One paper entitled: Multi-type Social Patterns-based Graph Learning accepted by Neurocomputing.
- - Feb 2025: Serve as reviewer of KDD '25.
- - Feb 2025: New position started in the College of Computer Science and Technology at Jilin University.
- - Feb 2025: The paper FairGP: A Scalable and Fair Graph Transformer Using Graph Partitioning has been invited to be presented at an oral session at AAAI'25.
- - Jan 2025: Serve as PC member of IJCAI '25.
- - Jan 2025: One paper entitled: Factor Graph-based Interpretable Neural Networks accepted by ICLR'25.
- - Jan 2025: Serve as PC member of ACM Web Conference '25 - Web for Good.
- - Jan 2025: Serve as reviewer of ACM Transactions on Intelligent Systems and Technology (TIST).
- - Dec 2024: Serve as PC member of ACM Web Conference '25.
- - Dec 2024: Serve as reviewer of Information Processing & Management (IPM).
- - Dec 2024: Two papers entitled: FairGP: A Scalable and Fair Graph Transformer Using Graph Partitioning and Cognitive Fluctuations Enhanced Attention Network for Knowledge Tracing accepted by AAAI'25.
- - Jul 2024: Awarded the Student Travel Award for attending KDD'24.
- - May 2024: One paper entitled: FUGNN: Harmonizing Fairness and Utility in Graph Neural Networks accepted by KDD'24.
- - May 2024: Serve as reviewer of ACM Transactions on Probabilistic Machine Learning (TOPML).
- - Apr 2024: One paper entitled: FairGT: A Fairness-aware Graph Transformer accepted by IJCAI'24.
- - Mar 2024: Serve as reviewer of IJCAI '24.
Background
- Assistant Professor at the College of Computer Science and Technology, Jilin University. Research focuses on Trustworthy AI and Graph Learning, particularly applying fairness-aware encoding to address challenges in Graph Transformer.