Papers
Hyperion: Private Token Sampling with Homomorphic Encryption
Lawrence Lim, Jiaming Liu, Vikas Kalagi et al.
ICDAGENT: Empowering Agentic Large Language Models for Explainable Medical Coding
Ziyi Yin, Yuanpu Cao, Ting Wang et al.
When Seeing Overrides Knowing: Disentangling Knowledge Conflicts in Vision-Language Models
Francesco Ortu, Zhijing Jin, Diego Doimo et al.
Communication-Efficient Desire Alignment for Proactive Embodied Human–Agent Interaction
Yuanfei Wang, Xinju Huang, Fangwei Zhong et al.
Powerful Training-Free Membership Inference Against Fine-Tuned Autoregressive Language Models
David Ilić, David Stanojević, Kostadin Cvejoski
Is Human-Like Text Liked by Humans? Multilingual Human Detection and Preference Against AI
Yuxia Wang, Rui Xing, Jonibek Mansurov et al.
Verifiable LLM-Generated Text Detection via Projected Semantic-Structural Distributions
Ruochong Xiong, Qien Li, Wangwang Lian et al.
From Answers to Arguments: Toward Trustworthy Clinical Diagnostic Reasoning with Toulmin-Guided Curriculum Goal-Conditioned Learning
Chen Zhan, Xiaoyu Tan, Gengchen Ma et al.
Omni-RewardBench: Toward a Comprehensive Evaluation of Generative Reward Models Across Modalities
Chi-Min Chan, Yujin Zhou, Pengcheng Wen et al.
Illusions of the Gold Standard: A Large-scale Analysis of Human Evaluation Protocols for Long-form Text Generation
Katelyn X. Mei, Yi-Li Hsu, Minjoon Choi et al.
Mitigating Legal Hallucinations via Symbolic Constraints and Analogical Precedents
Zixuan Huang, Yanxiang Ma, Luhan Wang et al.
Prune as You Generate: Online Rollout Pruning for Faster and Better RLVR
Haobo Xu, Sirui Chen, Ruizhong Qiu et al.
ExecVerify: White-Box RL with Verifiable Stepwise Rewards for Code Execution Reasoning
Lingxiao Tang, He Ye, Zhaoyang Chu et al.
Closing the Spatial Execution Gap in Digital Whiteboards via Verifiable Reinforcement Learning
Chang Liu, Benjamin Wagley, Zibo Wang et al.
Aligning Backchannel and Dialogue Context Representations via Contrastive LLM Fine-Tuning
Livia Qian, Gabriel Skantze
Language of Thought Shapes Output Diversity in Large Language Models
Shaoyang Xu, Wenxuan Zhang
Can Factual Opinions Be Edited (Manipulated) in Large Language Models?
Yuanpu Cao, Ziyi Yin, Fenglong Ma et al.
Locket: Robust Feature-Locking Technique for Language Models
Lipeng He, Vasisht Duddu, N. Asokan
HeLa-Mem: Hebbian Learning and Associative Memory for LLM Agents
Jinchang Zhu, Jindong Li, Cheng Zhang et al.
Language Model as Planner and Formalizer under Constraints
Cassie Huang, Stuti Mohan, Ziyi Yang et al.
Current Agents Fail to Leverage World Model as Tool for Foresight
Cheng Qian, Emre Can Acikgoz, Bingxuan Li et al.
UniCorn: Towards Self-Improving Unified Multimodal Models through Self-Generated Supervision
Zhen Fang, Ruiyan Han, XinYu Sun et al.
Unleashing Spatial Reasoning in Multimodal Large Language Models via Textual Representation Guided Reasoning
Jiacheng Hua, Yishu Yin, Yuhang Wu et al.