Scholar
Liangming Pan
Google Scholar ID: JcjjOTUAAAAJ
Assistant Professor, School of Computer Science, Peking University
Natural Language Processing
Large Language Models
Machine 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
Publications
29 items
Does Steering Break Your Model? A Multi-Dimensional Evaluation Suite for LLM Steering Methods
2026
Cited
0
When Do Model Internals Help? Exploring the Role of Representation Engineering in LLM Safety
2026
Cited
0
Beyond the Training Horizon: Mechanisms and Limits of Length Generalization in Looped Transformers
2026
Cited
0
From Reweighting to Rewriting: Unlocking the Intervention Effects of Influential Samples in Training Data Attribution
2026
Cited
0
Wrong Prediction, Right Answer: Recovering Evidence from Collapsed LLM Sequence Scores
2026
Cited
0
Where Steering Signals Come From: Activation Source Selection in Activation Steering
2026
Cited
0
ProEvent: An Event-centric Benchmark for Proactive Agents
2026
Cited
0
Towards Intrinsic Interpretability of Large Language Models:A Survey of Design Principles and Architectures
2026
Cited
0
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Co-authors
18 total
William Yang Wang
Mellichamp Chair Professor, University of California, Santa Barbara
Min-Yen Kan (靳民彦)
Associate Professor, National University of Singapore
Juanzi Li
Tsinghua University
Tat-Seng Chua
National University of Singapore
Xinyi Wang
Princeton University
Preslav Nakov
Mohamed bin Zayed University of Artificial Intelligence (MBZUAI)
Wenhu Chen
Assistant Professor at University of Waterloo
Xiaobao Wu
Research Scientist, Nanyang Technological University
