Talks and presentations

Invited Talks

1. Opening the Black Box: Understanding the Mechanism of LLMs
   Invited Talk, CS Frontier Tutorial, Peking University, 2025.

2. 揭开大语言模型内部机理的黑盒：大模型机理可解释性相关研究
   Invited Talk, 科学与艺术 Colloquium, Xinya College, Tsinghua University, 2025.

3. Introduction to Large Language Models
   Invited Talk, Artificial Intelligence & Cybersecurity Workshop, National University of Singapore, 2025.

4. Reinforcement Learning for Large Language Model Post-Training in a Nutshell
   Invited Talk, National University of Singapore, 2025; University of Science and Technology of China, 2025.

5. Towards an Independent Researcher
   Invited Talk, Institute of Automation Chinese Academy of Science, 2025.

Conference Talks

1. Self-aware Knowledge Retrieval for Adaptive Retrieval Augmented Generation
   Oral Presentation, ACL-IJCNLP 2025, Vienna, Austria.

2. Interweaving Conflicting Knowledge and Reasoning Skills in Large Language Models
   Oral Presentation, LREC-COLING 2024, Turin, Italy.

3. Visual Knowledge oriented Programming for Interactive Knowledge Base Question Answering
   Poster Presentation, ACL 2023, Online.

4. Interpretable and Low-Resource Entity Matching via Decoupling Feature Learning from Decision Making
   Oral Presentation, ACL-IJCNLP 2021, Online.