| 2024 | CVPR | Efficient Test-Time Adaptation of Vision-Language Models. | Adilbek Karmanov, Dayan Guan, Shijian Lu, Abdulmotaleb El Saddik, Eric P. Xing |
| 2024 | ECCV | BenchLMM: Benchmarking Cross-Style Visual Capability of Large Multimodal Models. | Rizhao Cai, Zirui Song, Dayan Guan, Zhenhao Chen, Yaohang Li, Xing Luo, Chenyu Yi, Alex C. Kot |
| 2023 | AAAI | Class-Independent Regularization for Learning with Noisy Labels. | Rumeng Yi, Dayan Guan, Yaping Huang, Shijian Lu |
| 2023 | CVPR | 3D Semantic Segmentation in the Wild: Learning Generalized Models for Adverse-Condition Point Clouds. | Aoran Xiao, Jiaxing Huang, Weihao Xuan, Ruijie Ren, Kangcheng Liu, Dayan Guan, Abdulmotaleb El Saddik, Shijian Lu, Eric P. Xing |
| 2022 | AAAI | Transfer Learning from Synthetic to Real LiDAR Point Cloud for Semantic Segmentation. | Aoran Xiao, Jiaxing Huang, Dayan Guan, Fangneng Zhan, Shijian Lu |
| 2022 | CVPR | Category Contrast for Unsupervised Domain Adaptation in Visual Tasks. | Jiaxing Huang, Dayan Guan, Aoran Xiao, Shijian Lu, Ling Shao |
| 2022 | CVPR | Unbiased Subclass Regularization for Semi-Supervised Semantic Segmentation. | Dayan Guan, Jiaxing Huang, Aoran Xiao, Shijian Lu |
| 2022 | ECCV | Domain Adaptive Video Segmentation via Temporal Pseudo Supervision. | Yun Xing, Dayan Guan, Jiaxing Huang, Shijian Lu |
| 2021 | CVPR | FSDR: Frequency Space Domain Randomization for Domain Generalization. | Jiaxing Huang, Dayan Guan, Aoran Xiao, Shijian Lu |
| 2021 | CVPR | Cross-View Regularization for Domain Adaptive Panoptic Segmentation. | Jiaxing Huang, Dayan Guan, Aoran Xiao, Shijian Lu |
| 2021 | ICCV | RDA: Robust Domain Adaptation via Fourier Adversarial Attacking. | Jiaxing Huang, Dayan Guan, Aoran Xiao, Shijian Lu |
| 2021 | ICCV | Domain Adaptive Video Segmentation via Temporal Consistency Regularization. | Dayan Guan, Jiaxing Huang, Aoran Xiao, Shijian Lu |
| 2020 | ECCV | Contextual-Relation Consistent Domain Adaptation for Semantic Segmentation. | Jiaxing Huang, Shijian Lu, Dayan Guan, Xiaobing Zhang |
| 2019 | CVPR | Unsupervised Domain Adaptation for Multispectral Pedestrian Detection. | Dayan Guan, Xing Luo, Yanpeng Cao, Jiangxin Yang, Yanlong Cao, George Vosselman, Michael Ying Yang |