Proportional Multicalibration. - William G. La Cava; Elle Lett; Guangya Wan (CoRR, 2022)

Fair admission risk prediction with proportional multicalibration. - William G. La Cava; Elle Lett; Guangya Wan (CHIL, 2023)

Bridging Causal Discovery and Large Language Models: A Comprehensive Survey of Integrative Approaches and Future Directions. - Guangya Wan; Yuqi Wu; Mengxuan Hu; Zhixuan Chu; Sheng Li 001 (CoRR, 2024)

CoT Rerailer: Enhancing the Reliability of Large Language Models in Complex Reasoning Tasks through Error Detection and Correction. - Guangya Wan; Yuqi Wu; Jie Chen; Sheng Li 001 (CoRR, 2024)

Dynamic Self-Consistency: Leveraging Reasoning Paths for Efficient LLM Sampling. - Guangya Wan; Yuqi Wu; Jie Chen; Sheng Li 001 (CoRR, 2024)

Derailer-Rerailer: Adaptive Verification for Efficient and Reliable Language Model Reasoning. - Guangya Wan; Yuqi Wu; Hao Wang; Shengming Zhao; Jie Chen; Sheng Li (ACL (Findings), 2025)

Reasoning Aware Self-Consistency: Leveraging Reasoning Paths for Efficient LLM Sampling. - Guangya Wan; Yuqi Wu; Jie Chen; Sheng Li 001 (NAACL (Long Papers), 2025)

ProAI: Proactive Multi-Agent Conversational AI with Structured Knowledge Base for Psychiatric Diagnosis. - Yuqi Wu; Guangya Wan; Jingjing Li; Shengming Zhao; Lingfeng Ma; Tianyi Ye; Ion Pop; Yanbo Zhang; Jie Chen (CoRR, 2025)

Disparities in LLM Reasoning Accuracy and Explanations: A Case Study on African American English. - Runtao Zhou; Guangya Wan; Saadia Gabriel; Sheng Li 001; Alexander J. Gates; Maarten Sap; Thomas Hartvigsen (CoRR, 2025)

MedGUIDE: Benchmarking Clinical Decision-Making in Large Language Models. - Xiaomin Li; Mingye Gao; Yuexing Hao; Taoran Li; Guangya Wan; Zihan Wang; Yijun Wang (CoRR, 2025)