| 2026 | ACL | Uncertainty Quantification of Large Language Models through Multiple Uncertainty Sources. | Tiejin Chen, Xiaoou Liu, Longchao Da, Jia Chen, Evangelos E. Papalexakis, Hua Wei |
| 2026 | EACL | Conformal Feedback Alignment: Quantifying Answer-Level Reliability for Robust LLM Alignment. | Tiejin Chen, Xiaoou Liu, Vishnu Nandam, Kuanru Liou, Hua Wei |
| 2026 | PAKDD | SELAUR: Self Evolving LLM Agent via Uncertainty-Aware Rewards. | Dengjia Zhang, Xiaoou Liu, Lu Cheng, Yaqing Wang, Kenton Murray, Hua Wei |
| 2025 | ICANN | SalientFusion: Context-Aware Compositional Zero-Shot Food Recognition. | Jiajun Song, Xiaoou Liu |
| 2025 | KDD | Is Your Explanation Reliable: Confidence-Aware Explanation on Graph Neural Networks. | Jiaxing Zhang, Xiaoou Liu, Dongsheng Luo, Hua Wei |
| 2025 | KDD | Uncertainty Quantification and Confidence Calibration in Large Language Models: A Survey. | Xiaoou Liu, Tiejin Chen, Longchao Da, Chacha Chen, Zhen Lin, Hua Wei |
| 2025 | PRICAI | VARMA-Enhanced Transformer for Time Series Forecasting. | Jiajun Song, Xiaoou Liu |
| 2024 | AAAI | Hear You Say You: An Efficient Framework for Marine Mammal Sounds' Classification. | Xiangrui Liu, Xiaoou Liu, Shan Du, Julian Cheng |