| 2025 | AAAI | Towards a Comprehensive, Efficient and Promptable Anatomic Structure Segmentation Model Using 3D Whole-Body CT Scans. | Heng Guo, Jianfeng Zhang, Jiaxing Huang, Tony C. W. Mok, Dazhou Guo, Ke Yan, Le Lu, Dakai Jin, Minfeng Xu |
| 2025 | ACL | PhysReason: A Comprehensive Benchmark towards Physics-Based Reasoning. | Xinyu Zhang, Yuxuan Dong, Yanrui Wu, Jiaxing Huang, Chengyou Jia, Basura Fernando, Mike Zheng Shou, Lingling Zhang, Jun Liu |
| 2025 | ICCV | Training-Free Text-Guided Image Editing with Visual Autoregressive Model. | Yufei Wang, Lanqing Guo, Zhihao Li, Jiaxing Huang, Pichao Wang, Bihan Wen, Jian Wang |
| 2025 | ICCV | MMReason: An Open-Ended Multi-Modal Multi-Step Reasoning Benchmark for MLLMs Toward AGI. | Huanjin Yao, Jiaxing Huang, Yawen Qiu, Michael K. Chen, Wenzheng Liu, Wei Zhang, Wenjie Zeng, Xikun Zhang, Jingyi Zhang, YuXin Song, Wenhao Wu, Dacheng Tao |
| 2025 | ICCV | R1-VL: Learning to Reason with Multimodal Large Language Models via Step-Wise Group Relative Policy Optimization. | Jingyi Zhang, Jiaxing Huang, Huanjin Yao, Shunyu Liu, Xikun Zhang, Shijian Lu, Dacheng Tao |
| 2025 | MICCAI | Opportunistic Osteoporosis Diagnosis via Texture-Preserving Self-supervision, Mixture of Experts and Multi-task Integration. | Jiaxing Huang, Heng Guo, Le Lu, Fan Yang, Minfeng Xu, Ge Yang, Wei Luo |
| 2024 | CVPR | Masked AutoDecoder is Effective Multi-Task Vision Generalist. | Han Qiu, Jiaxing Huang, Peng Gao, Lewei Lu, Xiaoqin Zhang, Shijian Lu |
| 2024 | ECCV | Representing Topological Self-similarity Using Fractal Feature Maps for Accurate Segmentation of Tubular Structures. | Jiaxing Huang, Yanfeng Zhou, Yaoru Luo, Guole Liu, Heng Guo, Ge Yang |
| 2024 | ECCV | DA-BEV: Unsupervised Domain Adaptation for Bird's Eye View Perception. | Kai Jiang, Jiaxing Huang, Weiying Xie, Jie Lei, Yunsong Li, Ling Shao, Shijian Lu |
| 2024 | ICLR | LLMs Meet VLMs: Boost Open Vocabulary Object Detection with Fine-grained Descriptors. | Sheng Jin, Xueying Jiang, Jiaxing Huang, Lewei Lu, Shijian Lu |
| 2024 | WACV | Efficient MAE towards Large-Scale Vision Transformers. | Han Qiu, Gongjie Zhang, Jiaxing Huang, Peng Gao, Zhang Wei, Shijian Lu |
| 2023 | CVPR | UniDAformer: Unified Domain Adaptive Panoptic Segmentation Transformer via Hierarchical Mask Calibration. | Jingyi Zhang, Jiaxing Huang, Xiaoqin Zhang, 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 |
| 2023 | CVPR | DA-DETR: Domain Adaptive Detection Transformer with Information Fusion. | Jingyi Zhang, Jiaxing Huang, Zhipeng Luo, Gongjie Zhang, Xiaoqin Zhang, Shijian Lu |
| 2023 | ICCV | Black-box Unsupervised Domain Adaptation with Bi-directional Atkinson-Shiffrin Memory. | Jingyi Zhang, Jiaxing Huang, Xueying Jiang, Shijian Lu |
| 2023 | ICCV | Domain Generalization via Balancing Training Difficulty and Model Capability. | Xueying Jiang, Jiaxing Huang, Sheng Jin, Shijian Lu |
| 2023 | ICCV | XNet: Wavelet-Based Low and High Frequency Fusion Networks for Fully- and Semi-Supervised Semantic Segmentation of Biomedical Images. | Yanfeng Zhou, Jiaxing Huang, Chenlong Wang, Le Song, Ge Yang |
| 2022 | AAAI | GenCo: Generative Co-training for Generative Adversarial Networks with Limited Data. | Kaiwen Cui, Jiaxing Huang, Zhipeng Luo, Gongjie Zhang, Fangneng Zhan, Shijian Lu |
| 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 | CVPR | Spectral Unsupervised Domain Adaptation for Visual Recognition. | Jingyi Zhang, Jiaxing Huang, Zichen Tian, Shijian Lu |
| 2022 | ECCV | Domain Adaptive Video Segmentation via Temporal Pseudo Supervision. | Yun Xing, Dayan Guan, Jiaxing Huang, Shijian Lu |
| 2022 | ECCV | Contextual Text Block Detection Towards Scene Text Understanding. | Chuhui Xue, Jiaxing Huang, Wenqing Zhang, Shijian Lu, Changhu Wang, Song Bai |
| 2022 | IROS | D-LC-Nets: Robust Denoising and Loop Closing Networks for LiDAR SLAM in Complicated Circumstances with Noisy Point Clouds. | Kangcheng Liu, Aoran Xiao, Jiaxing Huang, Kaiwen Cui, Yun Xing, 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 |
| 2018 | CISIS | An Improved Method for Voiceprint Recognition. | Wen-shuai Yang, Xu An Wang, Sha Zhou, Hong-xu Zhao, Jiaxing Huang |
| 2007 | GRC | Analyzing Software System Quality Risk Using Bayesian Belief Network. | Yong Hu, Juhua Chen, Jiaxing Huang, Mei Liu, Kang Xie |
| 2007 | ICNC | Software Project Risk Management Modeling with Neural Network and Support Vector Machine Approaches. | Yong Hu, Jiaxing Huang, Juhua Chen, Mei Liu, Kang Xie |