Chen Shen

Hallucination Begins Where Saliency Drops

Where Did This Sentence Come From? Tracing Provenance in LLM Reasoning Distillation

Differential Fine-Tuning Large Language Models Towards Better Diverse Reasoning Abilities

GeoCAD: Local Geometry-Controllable CAD Generation with Large Language Models

Don't Take Things Out of Context: Attention Intervention for Enhancing Chain-of-Thought Reasoning in Large Language Models

Efficient Reasoning Through Suppression of Self-Affirmation Reflections in Large Reasoning Models

Differential Fine-Tuning Large Language Models Towards Better Diverse Reasoning Abilities

Improving Complex Reasoning with Dynamic Prompt Corruption: A Soft Prompt Optimization Approach

Large Language Models Can Be More Robust Multiple Choice Selectors Through Attention Intervention

Interpretable Analysis and Reasoning Enhancement for LLMs via Cross-Generation Reasoning Trees

Dynamic Alignment of Representations for Enhanced Chain-of-Thought Reasoning in Large Language Models

SciPIP: An LLM-based Scientific Paper Idea Proposer