Li, Sharon

11 publications

NeurIPS 2025 Can DPO Learn Diverse Human Values? a Theoretical Scaling Law Shawn Im, Sharon Li

NeurIPS 2025 Clean First, Align Later: Benchmarking Preference Data Cleaning for Reliable LLM Alignment Samuel Yeh, Sharon Li

NeurIPS 2025 Debate or Vote: Which Yields Better Decisions in Multi-Agent Large Language Models? Hyeong Kyu Choi, Jerry Zhu, Sharon Li

NeurIPS 2025 GLSim: Detecting Object Hallucinations in LVLMs via Global-Local Similarity Seongheon Park, Sharon Li

NeurIPS 2025 GeoRanker: Distance-Aware Ranking for Worldwide Image Geolocalization Pengyue Jia, Seongheon Park, Song Gao, Xiangyu Zhao, Sharon Li

NeurIPS 2025 Harnessing Feature Resonance Under Arbitrary Target Alignment for Out-of-Distribution Node Detection Shenzhi Yang, Junbo Zhao, Sharon Li, Shouqing Yang, Dingyu Yang, Xiaofang Zhang, Haobo Wang

NeurIPS 2025 Limited Preference Data? Learning Better Reward Model with Latent Space Synthesis Leitian Tao, Xuefeng Du, Sharon Li

NeurIPS 2025 MetaMind: Modeling Human Social Thoughts with Metacognitive Multi-Agent Systems Xuanming Zhang, Yuxuan Chen, Samuel Yeh, Sharon Li

NeurIPS 2025 Towards Interpretability Without Sacrifice: Faithful Dense Layer Decomposition with Mixture of Decoders James Oldfield, Shawn Im, Sharon Li, Mihalis Nicolaou, Ioannis Patras, Grigorios Chrysos

NeurIPS 2025 Visual Instruction Bottleneck Tuning Changdae Oh, Jiatong Li, Shawn Im, Sharon Li

NeurIPS 2025 Your Pre-Trained LLM Is Secretly an Unsupervised Confidence Calibrator Beier Luo, Shuoyuan Wang, Sharon Li, Hongxin Wei