| 2025 | CVPR | HoGS: Unified Near and Far Object Reconstruction via Homogeneous Gaussian Splatting. | Xinpeng Liu, Zeyi Huang, Fumio Okura, Yasuyuki Matsushita |
| 2025 | CVPR | Building a Mind Palace: Structuring Environment-Grounded Semantic Graphs for Effective Long Video Analysis with LLMs. | Zeyi Huang, Yuyang Ji, Xiaofang Wang, Nikhil Mehta, Tong Xiao, Donghyun Lee, Sigmund Vanvalkenburgh, Shengxin Zha, Bolin Lai, Licheng Yu, Ning Zhang, Yong Jae Lee, Miao Liu |
| 2025 | CVPR | Unleashing In-context Learning of Autoregressive Models for Few-shot Image Manipulation. | Bolin Lai, Felix Juefei-Xu, Miao Liu, Xiaoliang Dai, Nikhil Mehta, Chenguang Zhu, Zeyi Huang, James M. Rehg, Sangmin Lee, Ning Zhang, Tong Xiao |
| 2025 | CVPR | Action Detail Matters: Refining Video Recognition with Local Action Queries. | Mengmeng Wang, Zeyi Huang, Xiangjie Kong, Guojiang Shen, Guang Dai, Jingdong Wang, Yong Liu |
| 2025 | ICCV | Customizing Domain Adapters for Domain Generalization. | Yuyang Ji, Zeyi Huang, Haohan Wang, Yong Jae Lee |
| 2025 | ICLR | Manifold Constraint Reduces Exposure Bias in Accelerated Diffusion Sampling. | Yuzhe Yao, Jun Chen, Zeyi Huang, Haonan Lin, Mengmeng Wang, Guang Dai, Jingdong Wang |
| 2025 | WACV | An Investigation on LLMs' Visual Understanding Ability Using SVG for Image-Text Bridging. | Mu Cai, Zeyi Huang, Yuheng Li, Utkarsh Ojha, Haohan Wang, Yong Jae Lee |
| 2024 | ECCV | PanGu-Draw: Advancing Resource-Efficient Text-to-Image Synthesis with Time-Decoupled Training and Reusable Coop-Diffusion. | Guansong Lu, Yuanfan Guo, Jianhua Han, Minzhe Niu, Yihan Zeng, Songcen Xu, Zeyi Huang, Zhao Zhong, Wei Zhang, Hang Xu |
| 2023 | ICCV | A Sentence Speaks a Thousand Images: Domain Generalization through Distilling CLIP with Language Guidance. | Zeyi Huang, Andy Zhou, Zijian Lin, Mu Cai, Haohan Wang, Yong Jae Lee |
| 2022 | CVPR | The Two Dimensions of Worst-case Training and Their Integrated Effect for Out-of-domain Generalization. | Zeyi Huang, Haohan Wang, Dong Huang, Yong Jae Lee, Eric P. Xing |
| 2022 | CVPR | On the Integration of Self-Attention and Convolution. | Xuran Pan, Chunjiang Ge, Rui Lu, Shiji Song, Guanfu Chen, Zeyi Huang, Gao Huang |
| 2022 | KDD | Toward Learning Robust and Invariant Representations with Alignment Regularization and Data Augmentation. | Haohan Wang, Zeyi Huang, Xindi Wu, Eric P. Xing |
| 2022 | UAI | Toward learning human-aligned cross-domain robust models by countering misaligned features. | Haohan Wang, Zeyi Huang, Hanlin Zhang, Yong Jae Lee, Eric P. Xing |
| 2020 | CVPR | Multiple Anchor Learning for Visual Object Detection. | Wei Ke, Tianliang Zhang, Zeyi Huang, Qixiang Ye, Jianzhuang Liu, Dong Huang |
| 2020 | CVPR | High-Frequency Component Helps Explain the Generalization of Convolutional Neural Networks. | Haohan Wang, Xindi Wu, Zeyi Huang, Eric P. Xing |
| 2020 | ECCV | Self-challenging Improves Cross-Domain Generalization. | Zeyi Huang, Haohan Wang, Eric P. Xing, Dong Huang |
| 2020 | WACV | Improving Object Detection with Inverted Attention. | Zeyi Huang, Wei Ke, Dong Huang |
| 2019 | ICCV | Discriminative Feature Learning With Consistent Attention Regularization for Person Re-Identification. | Sanping Zhou, Fei Wang, Zeyi Huang, Jinjun Wang |
| 2017 | CVPR | Large Margin Object Tracking with Circulant Feature Maps. | Mengmeng Wang, Yong Liu, Zeyi Huang |