Sharon Li

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Papers (14)

1. Auditing Agent Harness Safety cs.CL · 2026 · author #9
2. Why Multimodal In-Context Learning Lags Behind? Unveiling the Inner Mechanisms and Bottlenecks cs.CV · 2026 · author #2
3. TorchUMM: A Unified Multimodal Model Codebase for Evaluation, Analysis, and Post-training cs.AI · 2026 · author #8
4. Can LLMs Learn to Reason Robustly under Noisy Supervision? cs.LG · 2026 · author #4
5. VAUQ: Vision-Aware Uncertainty Quantification for LVLM Self-Evaluation cs.CV · 2026 · author #5
6. How Retrieved Context Shapes Internal Representations in RAG cs.CL · 2026 · author #2
7. Uncertainty Quantification in LLM Agents: Foundations, Emerging Challenges, and Opportunities cs.AI · 2026 · author #11
8. How Do Transformers Learn to Associate Tokens: Gradient Leading Terms Bring Mechanistic Interpretability cs.CL · 2026 · author #4
9. ModeX: Evaluator-Free Best-of-N Selection for Open-Ended Generation cs.CL · 2026 · author #2
10. When Identity Skews Debate: Anonymization for Bias-Reduced Multi-Agent Reasoning cs.AI · 2025 · author #3
11. Detecting Distillation Data from Reasoning Models cs.CL · 2025 · author #3
12. Unsupervised Domain Adaptation for Binary Classification with an Unobservable Source Subpopulation stat.ML · 2025 · author #6
13. GeoArena: Evaluating Open-World Geographic Reasoning in Large Vision-Language Models cs.CV · 2025 · author #4
14. Distributional Statistics Restore Training Data Auditability in One-step Distilled Diffusion Models cs.LG · 2025 · author #3

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Frequent Coauthors

• Hyeong Kyu Choi 4 shared papers
• Changdae Oh 3 shared papers
• Samuel Yeh 2 shared papers
• Seongheon Park 2 shared papers
• Andy Song 1 shared papers
• Bowen Song 1 shared papers
• Chao Ying 1 shared papers
• Chengzhi Liu 1 shared papers
• Dawn Song 1 shared papers
• Feng Liu 1 shared papers
• Gang Chen 1 shared papers
• Guangcheng Zhu 1 shared papers
• Guangquan Zhang 1 shared papers
• Hamed Hassani 1 shared papers
• Haobo Wang 1 shared papers
• Hao Chen 1 shared papers
• Haotian Zhang 1 shared papers
• Hayes Bai 1 shared papers
• Hengxiang Zhang 1 shared papers
• Hongxin Wei 1 shared papers