| 2025 | AAAI | LEARN: Knowledge Adaptation from Large Language Model to Recommendation for Practical Industrial Application. | Jian Jia, Yipei Wang, Yan Li, Honggang Chen, Xuehan Bai, Zhaocheng Liu, Jian Liang, Quan Chen, Han Li, Peng Jiang, Kun Gai |
| 2025 | ICLR | Agree to Disagree: Demystifying Homogeneous Deep Ensembles through Distributional Equivalence. | Yipei Wang, Xiaoqian Wang |
| 2025 | MICCAI | Analysis of Image-and-Text Uncertainty Propagation in Multimodal Large Language Models with Cardiac MR-Based Applications. | Yucheng Tang, Yunguan Fu, Weixi Yi, Yipei Wang, Daniel C. Alexander, Rhodri H. Davies, Yipeng Hu |
| 2025 | MICCAI | Impact of Clinical Image Quality on Efficient Foundation Model Finetuning. | Yucheng Tang, Pawel Rajwa, Alexander Ng, Yipei Wang, Wen Yan, Natasha Thorley, Aqua Asif, Clare Allen, Louise Dickinson, Francesco Giganti, Shonit Punwani, Daniel C. Alexander, Veeru Kasivisvanathan, Yipeng Hu |
| 2024 | AISTATS | On the Effect of Key Factors in Spurious Correlation: A theoretical Perspective. | Yipei Wang, Xiaoqian Wang |
| 2024 | ICLR | Debiasing Attention Mechanism in Transformer without Demographics. | Shenyu Lu, Yipei Wang, Xiaoqian Wang |
| 2024 | ICML | Benchmarking Deletion Metrics with the Principled Explanations. | Yipei Wang, Xiaoqian Wang |
| 2024 | MICCAI | Poisson Ordinal Network for Gleason Group Estimation Using Bi-Parametric MRI. | Yinsong Xu, Yipei Wang, Ziyi Shen, Iani J. M. B. Gayo, Natasha Thorley, Shonit Punwani, Aidong Men, Dean C. Barratt, Qingchao Chen, Yipeng Hu |
| 2020 | ICCD | Maximum Clique Based Method for Optimal Solution of Pattern Classification. | Xu He, Yipei Wang, Zhiyong Fu, Yao Wang, Yang Guo |
| 2020 | MICCAI | Differentiating Operator Skill During Routine Fetal Ultrasound Scanning Using Probe Motion Tracking. | Yipei Wang, Richard Droste, Jianbo Jiao, Harshita Sharma, Lior Drukker, Aris T. Papageorghiou, J. Alison Noble |
| 2016 | MICCAI | Gland Instance Segmentation by Deep Multichannel Side Supervision. | Yan Xu, Yang Li, Mingyuan Liu, Yipei Wang, Maode Lai, Eric I-Chao Chang |
| 2014 | ICASSP | Exploring audio semantic concepts for event-based video retrieval. | Yipei Wang, Shourabh Rawat, Florian Metze |
| 2014 | ICASSP | Semi-automatic audio semantic concept discovery for multimedia retrieval. | Yipei Wang, Shourabh Rawat, Florian Metze |
| 2013 | Interspeech | Robust audio-codebooks for large-scale event detection in consumer videos. | Shourabh Rawat, Peter F. Schulam, Susanne Burger, Duo Ding, Yipei Wang, Florian Metze |