Academic Services

• Area Chair: ACL Rolling Review (ARR), ACL (2026), EMNLP (2026), IJCNLP-AACL (2025)
• Session Chair: ACL (2025), IJCNLP-AACL (2025)
• Conference Reviewer: ICLR, NeurIPS, ACL, ICML (⭐ Silver Reviewer), EMNLP, AAAI, COLING
• Journal Reviewer: IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), IEEE Transactions on Neural Networks and Learning Systems (TNNLS), IEEE Transactions on Knowledge and Data Engineering (TKDE), IEEE Transactions on Multimedia (TMM), ACM Transactions on Information Systems (TOIS), ACM Computing Surveys (CSUR)

Invited Talks

• [Jul. 2026] From Self-Beliefs to Situational Intelligence: Shaping, Foreseeing, and Reverse Inference of LLM Reasoning. @CCAC 2026, Wuhan.
• [Apr. 2026] Reasoning and Interaction in LLM Agents. @SCU, Chengdu.
• [Apr. 2026] AI Agents and Their Applications in Biomedicine. @SCU State Key Laboratory of Biotherapy, Chengdu.
• [Dec. 2025] Stepwise Verification in LLM Agents: Planning, Tutoring, and Test-time Scaling. @SUSTech, Shenzhen.
• [Jun. 2025] Dialogue Tutoring Agents in Coding. @NICE Platform, Online.
• [Sep. 2022] Knowledge-Enhanced Machine Conversation. @CUMT, Online.
• [Sep. 2022] Text Planning in Natural Language Generation. @Baidu AI, Online.

Teaching Assistant

• COMP 6709: Advanced Natural Language Processing, Spring 2023, PolyU
• COMP 6709: Advanced Natural Language Processing, Spring 2022, PolyU
• COMP 2021: Object-Oriented Programming, Fall 2022, PolyU
• COMP 2021: Object-Oriented Programming, Fall 2021, PolyU
• Algorithm Design and Analysis, Spring 2018, SCUT
• Advanced Programming Language (C++), Fall 2017, SCUT