Papers
Reasoning with Exploration: An Entropy Perspective
Daixuan Cheng, Shaohan Huang, Xuekai Zhu et al.
From Mathematical Reasoning to Code: Generalization of Process Reward Models in Test-Time Scaling
Zhengyu Chen, Yudong Wang, Teng Xiao et al.
StoryBox: Collaborative Multi-Agent Simulation for Hybrid Bottom-Up Long-Form Story Generation Using Large Language Models
Zehao Chen, Rong Pan, Haoran Li
CounterBench: Evaluating and Improving Counterfactual Reasoning in Large Language Models
Yuefei Chen, Vivek K. Singh, Jing Ma et al.
DiagramGPT-Llama3:Enabling Editable, High-Fidelity Diagram Generation with Vision Large Language Models
Yongyuan Chen, Minjie Hong, Boxi Wu et al.
Schema-Guided Scene-Graph Reasoning Based on Multi-Agent Large Language Model System
Yiye Chen, Harpreet S. Sawhney, Nicholas Gydé et al.
A Better Start: Sensitivity-Aware Warm-Up for Robust and Efficient Fine-Tuning
Yile Chen, Zeyi Wen, Jian Chen et al.
Improving Long-Context Summarization with Multi-Granularity Retrieval Optimization
Xueyu Chen, Kaitao Song, Zifan Song et al.
ModalSyncSum: Synchronizing Image and Text for Reliable Summary Generation
Xuanqi Chen, Ziying Rong, Xinfeng Liao et al.
How Does Chain of Thought Think? Mechanistic Interpretability of Chain-of-Thought Reasoning with Sparse Autoencoding
Xi Chen, Aske Plaat, Niki van Stein
Flora: Effortless Context Construction to Arbitrary Length and Scale
Tianxiang Chen, Zhentao Tan, Xiaofan Bo et al.
DEPO: Dual-Efficiency Preference Optimization for LLM Agents
Sirui Chen, Mengshi Zhao, Lei Xu et al.
You Don’t Need Pre-Built Graphs for RAG: Retrieval Augmented Generation with Adaptive Reasoning Structures
Shengyuan Chen, Chuang Zhou, Zheng Yuan et al.
Aware First, Think Less: Dynamic Boundary Self-Awareness Drives Significant Gains in Reasoning Efficiency in Large Language Models
Qiguang Chen, Dengyun Peng, Jinhao Liu et al.
DeFuzzRAG: Handling Fuzzy Time Expressions for Temporal Robustness in Retrieval-Augmented Generation
Ling-Chun Chen, Hsi-Wen Chen, Ming-Syan Chen
Learning from Scoring Disagreements: Contrastive Error Mining for Efficient and Robust LLM-based Assessment
Lei Chen, Tengteng Cheng, BoYu Gao et al.
Auto-PRE: An Automatic and Cost-Efficient Peer-Review Framework for Language Generation Evaluation
Junjie Chen, Weihang Su, Zhumin Chu et al.
Rethinking Label Consistency of In-Context Learning: An Implicit Transductive Label Propagation Perspective
Haoyang Chen, Richong Zhang, Junfan Chen
AUVIC: Adversarial Unlearning of Visual Concepts for Multi-modal Large Language Models
Haokun Chen, Jianing Li, Yao Zhang et al.
Skill Path: Unveiling Language Skills from Circuit Graphs
Hang Chen, Xinyu Yang, Jiaying Zhu et al.
LiR3AG: A Lightweight Rerank Reasoning Strategy Framework for Retrieval-Augmented Generation
Guo Chen, Junjie Huang, Huaijin Xie et al.
Can Editing LLMs Inject Harm?
Canyu Chen, Baixiang Huang, Zekun Li et al.
PathRAG: Pruning Graph-based Retrieval Augmented Generation with Relational Paths
Boyu Chen, Zirui Guo, Zidan Yang et al.
Calibrating and Rotating: A Unified Framework for Weight Conditioning in PEFT
Da Chang, Peng Xue, Yu Li et al.
Sparse Attention Across Multiple-Context KV Cache
Ziyi Cao, Qingyi Si, Jingbin Zhang et al.