| 2026 | AAAI | Measuring What Matters: Scenario-Driven Evaluation for Trajectory Predictors in Autonomous Driving. | Longchao Da, David Isele, Hua Wei, Manish Saroya |
| 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 |
| 2025 | ICML | Fully Heteroscedastic Count Regression with Deep Double Poisson Networks. | Spencer Young, Porter Jenkins, Longchao Da, Jeffrey Dotson, Hua Wei |
| 2025 | IJCAI | DeepShade: Enable Shade Simulation by Text-conditioned Image Generation. | Longchao Da, Xiangrui Liu, Mithun Shivakoti, Thirulogasankar Pranav Kutralingam, Yezhou Yang, Hua Wei |
| 2025 | IJCAI | GE-Chat: A Graph Enhanced RAG Framework for Evidential Response Generation of LLMs. | Longchao Da, Parth Mitesh Shah, Kuanru Liou, Jiaxing Zhang, Hua Wei |
| 2025 | KDD | FlanS: A Foundation Model for Free-Form Language-based Segmentation in Medical Images. | Longchao Da, Rui Wang, Xiaojian Xu, Parminder Bhatia, Taha A. Kass-Hout, Hua Wei, Cao Xiao |
| 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 | SDM | Protecting Privacy against Membership Inference Attack with LLM Fine-tuning through Flatness. | Tiejin Chen, Longchao Da, Huixue Zhou, Pingzhi Li, Kaixiong Zhou, Tianlong Chen, Hua Wei |
| 2025 | SDM | CoMAL: Collaborative Multi-Agent Large Language Models for Mixed-Autonomy Traffic. | Huaiyuan Yao, Longchao Da, Vishnu Nandam, Justin Turnau, Zhiwei Liu, Linsey Pang, Hua Wei |
| 2024 | AAAI | Prompt to Transfer: Sim-to-Real Transfer for Traffic Signal Control with Prompt Learning. | Longchao Da, Minquan Gao, Hao Mei, Hua Wei |
| 2024 | AAAI | Probabilistic Offline Policy Ranking with Approximate Bayesian Computation. | Longchao Da, Porter Jenkins, Trevor Schwantes, Jeffrey Dotson, Hua Wei |
| 2024 | CIKM | Shaded Route Planning Using Active Segmentation and Identification of Satellite Images. | Longchao Da, Rohan Chhibba, Rushabh Jaiswal, Ariane Middel, Hua Wei |