Huang, Jiaxing

37 publications

ICCV 2025 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

NeurIPS 2025 Mulberry: Empowering MLLM with O1-like Reasoning and Reflection via Collective Monte Carlo Tree Search Huanjin Yao, Jiaxing Huang, Wenhao Wu, Jingyi Zhang, Yibo Wang, Shunyu Liu, Yingjie Wang, YuXin Song, Haocheng Feng, Li Shen, Dacheng Tao

NeurIPS 2025 Panacea: Mitigating Harmful Fine-Tuning for Large Language Models via Post-Fine-Tuning Perturbation Yibo Wang, Tiansheng Huang, Li Shen, Huanjin Yao, Haotian Luo, Rui Liu, Naiqiang Tan, Jiaxing Huang, Dacheng Tao

NeurIPS 2025 R1-ShareVL: Incentivizing Reasoning Capabilities of Multimodal Large Language Models via Share-GRPO Huanjin Yao, Qixiang Yin, Jingyi Zhang, Min Yang, Yibo Wang, Wenhao Wu, Fei Su, Li Shen, Minghui Qiu, Dacheng Tao, Jiaxing Huang

ICCV 2025 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

NeurIPS 2025 SIGMA: Refining Large Language Model Reasoning via Sibling-Guided Monte Carlo Augmentation Yanwei Ren, Haotian Zhang, Fuxiang Wu, Jiayan Qiu, Jiaxing Huang, Baosheng Yu, Liu Liu

AAAI 2025 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

ICCV 2025 Training-Free Text-Guided Image Editing with Visual Autoregressive Model Yufei Wang, Lanqing Guo, Zhihao Li, Jiaxing Huang, Pichao Wang, Bihan Wen, Jian Wang

ECCV 2024 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

NeurIPS 2024 Domain Adaptation for Large-Vocabulary Object Detectors Kai Jiang, Jiaxing Huang, Weiying Xie, Jie Lei, Yunsong Li, Ling Shao, Shijian Lu

WACV 2024 Efficient MAE Towards Large-Scale Vision Transformers Qiu Han, Gongjie Zhang, Jiaxing Huang, Peng Gao, Zhang Wei, Shijian Lu

NeurIPS 2024 Historical Test-Time Prompt Tuning for Vision Foundation Models Jingyi Zhang, Jiaxing Huang, Xiaoqin Zhang, Ling Shao, Shijian Lu

ICLR 2024 LLMs Meet VLMs: Boost Open Vocabulary Object Detection with Fine-Grained Descriptors Sheng Jin, Xueying Jiang, Jiaxing Huang, Lewei Lu, Shijian Lu

CVPR 2024 Masked AutoDecoder Is Effective Multi-Task Vision Generalist Han Qiu, Jiaxing Huang, Peng Gao, Lewei Lu, Xiaoqin Zhang, Shijian Lu

NeurIPS 2024 Open-Vocabulary Object Detection via Language Hierarchy Jiaxing Huang, Jingyi Zhang, Kai Jiang, Shijian Lu

ECCV 2024 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

CVPR 2023 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

ICCV 2023 Black-Box Unsupervised Domain Adaptation with Bi-Directional Atkinson-Shiffrin Memory Jingyi Zhang, Jiaxing Huang, Xueying Jiang, Shijian Lu

CVPR 2023 DA-DETR: Domain Adaptive Detection Transformer with Information Fusion Jingyi Zhang, Jiaxing Huang, Zhipeng Luo, Gongjie Zhang, Xiaoqin Zhang, Shijian Lu

ICCV 2023 Domain Generalization via Balancing Training Difficulty and Model Capability Xueying Jiang, Jiaxing Huang, Sheng Jin, Shijian Lu

CVPR 2023 UniDAformer: Unified Domain Adaptive Panoptic Segmentation Transformer via Hierarchical Mask Calibration Jingyi Zhang, Jiaxing Huang, Xiaoqin Zhang, Shijian Lu

ICCV 2023 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

CVPR 2022 Category Contrast for Unsupervised Domain Adaptation in Visual Tasks Jiaxing Huang, Dayan Guan, Aoran Xiao, Shijian Lu, Ling Shao

ECCV 2022 Contextual Text Block Detection Towards Scene Text Understanding Chuhui Xue, Jiaxing Huang, Wenqing Zhang, Shijian Lu, Changhu Wang, Song Bai

ECCV 2022 Domain Adaptive Video Segmentation via Temporal Pseudo Supervision Yun Xing, Dayan Guan, Jiaxing Huang, Shijian Lu

AAAI 2022 GenCo: Generative Co-Training for Generative Adversarial Networks with Limited Data Kaiwen Cui, Jiaxing Huang, Zhipeng Luo, Gongjie Zhang, Fangneng Zhan, Shijian Lu

NeurIPS 2022 Masked Generative Adversarial Networks Are Data-Efficient Generation Learners Jiaxing Huang, Kaiwen Cui, Dayan Guan, Aoran Xiao, Fangneng Zhan, Shijian Lu, Shengcai Liao, Eric P. Xing

NeurIPS 2022 PolarMix: A General Data Augmentation Technique for LiDAR Point Clouds Aoran Xiao, Jiaxing Huang, Dayan Guan, Kaiwen Cui, Shijian Lu, Ling Shao

CVPR 2022 Spectral Unsupervised Domain Adaptation for Visual Recognition Jingyi Zhang, Jiaxing Huang, Zichen Tian, Shijian Lu

AAAI 2022 Transfer Learning from Synthetic to Real LiDAR Point Cloud for Semantic Segmentation Aoran Xiao, Jiaxing Huang, Dayan Guan, Fangneng Zhan, Shijian Lu

CVPR 2022 Unbiased Subclass Regularization for Semi-Supervised Semantic Segmentation Dayan Guan, Jiaxing Huang, Aoran Xiao, Shijian Lu

CVPR 2021 Cross-View Regularization for Domain Adaptive Panoptic Segmentation Jiaxing Huang, Dayan Guan, Aoran Xiao, Shijian Lu

ICCV 2021 Domain Adaptive Video Segmentation via Temporal Consistency Regularization Dayan Guan, Jiaxing Huang, Aoran Xiao, Shijian Lu

CVPR 2021 FSDR: Frequency Space Domain Randomization for Domain Generalization Jiaxing Huang, Dayan Guan, Aoran Xiao, Shijian Lu

NeurIPS 2021 Model Adaptation: Historical Contrastive Learning for Unsupervised Domain Adaptation Without Source Data Jiaxing Huang, Dayan Guan, Aoran Xiao, Shijian Lu

ICCV 2021 RDA: Robust Domain Adaptation via Fourier Adversarial Attacking Jiaxing Huang, Dayan Guan, Aoran Xiao, Shijian Lu

ECCV 2020 Contextual-Relation Consistent Domain Adaptation for Semantic Segmentation Jiaxing Huang, Shijian Lu, Dayan Guan, Xiaobing Zhang