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Guanhua Chen — most-cited papers & profile · Computer Vision
← authors
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overview
Guanhua Chen
21
papers ·
36
citations ·
0
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Most-cited papers
Tree Search for LLM Agent Reinforcement Learning
2025 · 33 citations
Mitigating error cancellation in density functional approximations via machine learning correction
2025 · 3 citations
Rethinking the Role of Entropy in Optimizing Tool-Use Behaviors for Large Language Model Agents
2026
SPPO: Sequence-Level PPO for Long-Horizon Reasoning Tasks
2026
Robust LLM Unlearning Against Relearning Attacks: The Minor Components in Representations Matter
2026
Expert-Choice Routing Enables Adaptive Computation in Diffusion Language Models
2026
ARGOS: Automated Functional Safety Requirement Synthesis for Embodied AI via Attribute-Guided Combinatorial Reasoning
2026
InstructDiff: Domain-Adaptive Data Selection via Differential Entropy for Efficient LLM Fine-Tuning
2026
Beyond the Surface: Enhancing LLM-as-a-Judge Alignment with Human via Internal Representations
2025
Simple Yet Effective: An Information-Theoretic Approach to Multi-LLM Uncertainty Quantification
2025
Towards Bridging the Reward-Generation Gap in Direct Alignment Algorithms
2025
SGIC: A Self-Guided Iterative Calibration Framework for RAG
2025
Game-RL: Synthesizing Multimodal Verifiable Game Data to Boost VLMs' General Reasoning
2025
ImPart: Importance-Aware Delta-Sparsification for Improved Model Compression and Merging in LLMs
2025
Evaluating Explanation Methods for Vision-and-Language Navigation
2023
Topics
RAG
Efficiency
Safety & Alignment
Training Techniques
Fine-Tuning
Reinforcement Learning
Evaluation
cs.LG
cs.AI
Chemistry