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• Res-Bench: Benchmarking the Robustness of Multimodal Large Language Models to Dynamic Resolution Input

  Chenxu Li, Zhicai Wang, Yuan Sheng, Xingyu Zhu, Yanbin Hao, Xiang Wang

  31545-31553

  2026-03-14

• CliCARE: Grounding Large Language Models in Clinical Guidelines for Decision Support over Longitudinal Cancer Electronic Health Records

  Dongchen Li, Jitao Liang, Wei Li, Xiaoyu Wang, Longbing Cao, Kun Yu

  31554-31562

  2026-03-14

• KVmix: Gradient-Based Layer Importance-Aware Mixed-Precision Quantization for KV Cache

  Fei Li, Song Liu, Weiguo Wu, Shiqiang Nie, Jinyu Wang

  31563-31572

  2026-03-14

• K-STaR: Knowledge-Aware Self-Taught Reasoner

  Guozheng Li, Xinyu Zhang

  31573-31581

  2026-03-14

• From Sampling to Cognition: Modeling Internal Cognitive Confidence in Language Models for Robust Uncertainty Calibration

  Hao Li, Tao He, Jiafeng Liang, Zheng Chu, Ming Liu

  31582-31590

  2026-03-14

• Semi-Supervised Synthetic Data Generation with Fine-Grained Relevance Control for Short Video Search Relevance Modeling

  Haoran Li, Zhiming Su, Junyan Yao, Enwei Zhang, Yang Ji, Yan Chen, Kan Zhou, Chao Feng, Jiao Ran

  31591-31599

  2026-03-14

• From Macro to Micro: Probing Dataset Diversity in Language Model Fine-Tuning

  Haoyu Li, Xuhong Li, Yiming Dong, Kun Liu

  31600-31608

  2026-03-14

• From Single to Societal: Analyzing Persona-Induced Bias in Multi-Agent Interactions

  Jiayi Li, Xiao Liu, Yansong Feng

  31609-31617

  2026-03-14

• LifeAlign: Lifelong Alignment for Large Language Models with Memory-Augmented Focalized Preference Optimization

  Junsong Li, Jie Zhou, Bihao Zhan, Yutao Yang, Qianjun Pan, Shilian Chen, Tianyu Huai, Xin Li, Qin Chen, Liang He

  31618-31626

  2026-03-14

• WenetSpeech-Yue: A Large-Scale Cantonese Speech Corpus with Multi-dimensional Annotation

  Longhao Li, Zhao Guo, Hongjie Chen, Yuhang Dai, Ziyu Zhang, Hongfei Xue, Tianlun Zuo, Chengyou Wang, Shuiyuan Wang, Xin Xu, Hui Bu, Jie Li, Jian Kang, Binbin Zhang, Ruibin Yuan, Ziya Zhou, Wei Xue, Lei Xie

  31627-31635

  2026-03-14

• RecToM: A Benchmark for Evaluating Machine Theory of Mind in LLM-based Conversational Recommender Systems

  Mengfan Li, Xuanhua Shi, Yang Deng

  31636-31644

  2026-03-14

• Causal Tracing of Object Representations in Large Vision Language Models: Mechanistic Interpretability and Hallucination Mitigation

  Qiming Li, Zekai Ye, Xiaocheng Feng, Weihong Zhong, Weitao Ma, Xiachong Feng

  31645-31653

  2026-03-14

• RAGFort: Dual-Path Defense Against Proprietary Knowledge Base Extraction in Retrieval-Augmented Generation

  Qinfeng Li, Miao Pan, Ke Xiong, Ge Su, Zhiqiang Shen, Yan Liu, Sun Bing, Hao Peng, Xuhong Zhang

  31654-31661

  2026-03-14

• Do Not Merge My Model! Safeguarding Open-Source LLMs Against Unauthorized Model Merging

  Qinfeng Li, Miao Pan, Jintao Chen, Fu Teng, Zhiqiang Shen, Ge Su, Hao Peng, Xuhong Zhang

  31662-31670

  2026-03-14

• From Hypothesis to Premises: LLM-based Backward Logical Reasoning with Selective Symbolic Translation

  Qingchuan Li, Mingyue Cheng, Zirui Liu, Daoyu Wang, Yuting Zeng, Tongxuan Liu

  31671-31679

  2026-03-14

• AdaFuse: Accelerating Dynamic Adapter Inference via Token-Level Pre-Gating and Fused Kernel Optimization

  Qiyang Li, Rui Kong, Yuchen Li, Hengyi Cai, Shuaiqiang Wang, Linghe Kong, Guihai Chen, Dawei Yin

  31680-31688

  2026-03-14

• Learning Beyond Domains: Misleading Prompts and Pseudo-Label Contrast for Text Domain Generalization

  Qizhi Li, Xuyang Wang, Yingke Chen, Ming Yan, Dezhong Peng, Xi Peng, Xu Wang

  31689-31697

  2026-03-14

• OSVBench: Benchmarking LLMs on Specification Generation Tasks for Operating System Verification

  Shangyu Li, Juyong Jiang, Tiancheng Zhao, Jiasi Shen

  31698-31707

  2026-03-14

• CoFact: Dynamic Coordination of Attention Heads for Improving Factual Consistency in LLMs

  Shike Li, Xiaokai Wang, Xiaofeng Liu, Xin Tong, Hu Zhang

  31708-31716

  2026-03-14

• Automatic Paper Reviewing with Heterogeneous Graph Reasoning over LLM-Simulated Reviewer-Author Debates

  Shuaimin Li, Liyang Fan, Yufang Lin, Zeyang Li, Xian Wei, Shiwen Ni, Hamid Alinejad-Rokny, Min Yang

  31717-31725

  2026-03-14

• Jupiter: Enhancing LLM Data Analysis Capabilities via Notebook and Inference-Time Value-Guided Search

  Shuocheng Li, Yihao Liu, Silin Du, Wenxuan Zeng, Zhe Xu, Mengyu Zhou, Yeye He, Haoyu Dong, Shi Han, Dongmei Zhang

  31726-31733

  2026-03-14

• Step-GRPO: Enhancing Reasoning Quality and Efficiency via Structured PRM-Based Reinforcement Learning

  Weijie Li, Jin Wang, Liang-Chih Yu, Xuejie Zhang

  31734-31742

  2026-03-14

• ENCORE: Entropy-guided Reward Composition for Multi-head Safety Reward Models

  Xiaomin Li, Xupeng Chen, Jingxuan Fan, Eric Hanchen Jiang, Mingye Gao

  31743-31750

  2026-03-14

• Semantic Volume: Quantifying and Detecting Both External and Internal Uncertainty in LLMs

  Xiaomin Li, Zhou Yu, Ziji Zhang, Yingying Zhuang, Swair Shah, Narayanan Sadagopan, Anurag Beniwal

  31751-31759

  2026-03-14

• Selection of LLM Fine-Tuning Data Based on Orthogonal Rules

  Xiaomin Li, Mingye Gao, Zhiwei Zhang, Chang Yue, Hong Hu

  31760-31768

  2026-03-14