| 2026 | HPDC | ResiHP: Taming LLM Training Failures with Dynamic Hybrid Parallelism. | Tenghui Ma, Jihu Guo, Wei Gao, Sitian Lu, Zhisheng Ye, Hanjing Wang, Dahua Lin |
| 2025 | ACL | Boost, Disentangle, and Customize: A Robust System2-to-System1 Pipeline for Code Generation. | Kounianhua Du, Hanjing Wang, Jianxing Liu, Jizheng Chen, Xinyi Dai, Yasheng Wang, Ruiming Tang, Yong Yu, Jun Wang, Weinan Zhang |
| 2024 | AISTATS | Theory-guided Message Passing Neural Network for Probabilistic Inference. | Zijun Cui, Hanjing Wang, Tian Gao, Kartik Talamadupula, Qiang Ji |
| 2024 | CVPR | Epistemic Uncertainty Quantification for Pretrained Neural Networks. | Hanjing Wang, Qiang Ji |
| 2024 | ECCV | Bayesian Evidential Deep Learning for Online Action Detection. | Hongji Guo, Hanjing Wang, Qiang Ji |
| 2024 | ECCV | Optimization-Based Uncertainty Attribution Via Learning Informative Perturbations. | Hanjing Wang, Bashirul Azam Biswas, Qiang Ji |
| 2024 | ECCV | Integrating Markov Blanket Discovery Into Causal Representation Learning for Domain Generalization. | Naiyu Yin, Hanjing Wang, Yue Yu, Tian Gao, Amit Dhurandhar, Qiang Ji |
| 2024 | UAI | Beyond Dirichlet-based Models: When Bayesian Neural Networks Meet Evidential Deep Learning. | Hanjing Wang, Qiang Ji |
| 2023 | CVPR | Gradient-based Uncertainty Attribution for Explainable Bayesian Deep Learning. | Hanjing Wang, Dhiraj Joshi, Shiqiang Wang, Qiang Ji |
| 2023 | ICCV | Body Knowledge and Uncertainty Modeling for Monocular 3D Human Body Reconstruction. | Yufei Zhang, Hanjing Wang, Jeffrey O. Kephart, Qiang Ji |
| 2023 | ICDCS | The Future of Work: Do We Need Interactive Collaborative Offices? The Most Interesting Survey in a Post-Covid World. | Zhuo Huang, Hanjing Wang, Xinrui Shi |
| 2023 | ICML | GEAR: A GPU-Centric Experience Replay System for Large Reinforcement Learning Models. | Hanjing Wang, Man-Kit Sit, Congjie He, Ying Wen, Weinan Zhang, Jun Wang, Yaodong Yang, Luo Mai |
| 2023 | UAI | Diversity-enhanced probabilistic ensemble for uncertainty estimation. | Hanjing Wang, Qiang Ji |
| 2022 | CVPR | Uncertainty-Guided Probabilistic Transformer for Complex Action Recognition. | Hongji Guo, Hanjing Wang, Qiang Ji |
| 2022 | UAI | Variational message passing neural network for Maximum-A-Posteriori (MAP) inference. | Zijun Cui, Hanjing Wang, Tian Gao, Kartik Talamadupula, Qiang Ji |
| 2020 | ECAI | Towards Efficient Discrete Integration via Adaptive Quantile Queries. | Fan Ding, Hanjing Wang, Ashish Sabharwal, Yexiang Xue |
| 2019 | MVA | DCNN-GAN: Reconstructing Realistic Image from fMRI. | Yunfeng Lin, Jiangbei Li, Hanjing Wang |