Liangming Pan
Scholar

Liangming Pan

Google Scholar ID: JcjjOTUAAAAJ
Assistant Professor, School of Computer Science, Peking University
Natural Language ProcessingLarge Language ModelsMachine Learning
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Citations & Impact
All-time
Citations
4,304
 
H-index
33
 
i10-index
53
 
Publications
20
 
Co-authors
167
list available
Contact
No contact links provided.
Publications
21 items
Towards Intrinsic Interpretability of Large Language Models:A Survey of Design Principles and Architectures
2026
Cited
0
ASA: Training-Free Representation Engineering for Tool-Calling Agents
2026
Cited
0
Do Latent-CoT Models Think Step-by-Step? A Mechanistic Study on Sequential Reasoning Tasks
2026
Cited
1
Mechanistic Data Attribution: Tracing the Training Origins of Interpretable LLM Units
2026
Cited
1
Epistemic Context Learning: Building Trust the Right Way in LLM-Based Multi-Agent Systems
2026
Cited
0
Towards a Mechanistic Understanding of Propositional Logical Reasoning in Large Language Models
arXiv.org · 2026
Cited
0
AlignSAE: Concept-Aligned Sparse Autoencoders
2025
Cited
0
From Atomic to Composite: Reinforcement Learning Enables Generalization in Complementary Reasoning
2025
Cited
0
Resume (English only)
Co-authors
167 total
William Yang Wang
William Yang Wang
Mellichamp Chair Professor, University of California, Santa Barbara
Min-Yen Kan (靳民彦)
Min-Yen Kan (靳民彦)
Associate Professor, National University of Singapore
Juanzi Li
Juanzi Li
Tsinghua University
Tat-Seng Chua
Tat-Seng Chua
National University of Singapore
Xinyi Wang
Xinyi Wang
Princeton University
Preslav Nakov
Preslav Nakov
Mohamed bin Zayed University of Artificial Intelligence (MBZUAI)
Wenhu Chen
Wenhu Chen
Assistant Professor at University of Waterloo
Xiaobao Wu
Xiaobao Wu
Research Scientist, Nanyang Technological University