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Mengnan Du — most-cited papers & profile · Computer Vision
← authors
·
overview
Mengnan Du
11
papers ·
0
citations ·
26
h-index
New Jersey Institute of Technology · Tianjin University of Traditional Chinese Medicine · Hunan University · Second Affiliated Hospital of Nanjing Medical University · Nanjing Medical University
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Most-cited papers
HARVE: Hacking-Aware Reward-Head Vector Editing for Robust Reward Models
2026
Law of Neural Interaction: Depth-Width Shape, Interaction Efficiency, and Generalization
2026
Farther the Shift, Sparser the Representation: Analyzing OOD Mechanisms in LLMs
2026
KnowThyself: An Agentic Assistant for LLM Interpretability
2025
Rep2Text: Decoding Full Text from a Single LLM Token Representation
2025
AdaptiveK: Complexity-Driven Sparse Autoencoders for Interpretable Language Model Representations
2025
Beyond Input Activations: Identifying Influential Latents by Gradient Sparse Autoencoders
2025
A Survey on Sparse Autoencoders: Interpreting the Internal Mechanisms of Large Language Models
2025
Shortcut Learning of Large Language Models in Natural Language Understanding
2022
Explainability for Large Language Models: A Survey
2023
Topics
cs.LG
cs.AI
cs.CL
Survey Paper
Safety & Alignment
cs.IR
cs.MA
Reinforcement Learning
Training Techniques
Evaluation