Hu, Xiaobin

24 publications

ICLR 2026 Human-MME: A Holistic Evaluation Benchmark for Human-Centric Multimodal Large Language Models Yuansen Liu, Haiming Tang, Jinlong Peng, Jiangning Zhang, Xiaozhong Ji, Qingdong He, Donghao Luo, Zhenye Gan, Junwei Zhu, Yunhang Shen, Chaoyou Fu, Chengjie Wang, Xiaobin Hu, Shuicheng Yan

ICLR 2026 IVEBench: Modern Benchmark Suite for Instruction-Guided Video Editing Assessment Yinan Chen, Jiangning Zhang, Teng Hu, Yuxiang Zeng, Zhucun Xue, Qingdong He, Chengjie Wang, Yong Liu, Xiaobin Hu, Shuicheng Yan

ICLR 2026 M3CoTBench: Benchmark Chain-of-Thought of MLLMs in Medical Image Understanding Juntao Jiang, Jiangning Zhang, Yali Bi, Bai Jinsheng, Weixuan Liu, Weiwei Jin, Zhucun Xue, Yong Liu, Xiaobin Hu, Shuicheng Yan

ICLR 2026 MAS$^2$: Self-Generative, Self-Configuring, Self-Rectifying Multi-Agent Systems Kun Wang, Guibin Zhang, ManKit Ye, Xinyu Deng, Dongxia Wang, Xiaobin Hu, Jinyang Guo, Yang Liu, Yufei Guo

ICLR 2026 Towards One-Step Causal Video Generation via Adversarial Self-Distillation Yongqi Yang, Huayang Huang, Xu Peng, Xiaobin Hu, Donghao Luo, Jiangning Zhang, Chengjie Wang, Yu Wu

ICLR 2026 Visual Multi-Agent System: Mitigating Hallucination Snowballing via Visual Flow Xinlei Yu, Chengming Xu, Guibin Zhang, Yongbo He, Zhangquan Chen, Zhucun Xue, Jiangning Zhang, Yue Liao, Xiaobin Hu, Yu-Gang Jiang, Shuicheng Yan

IJCAI 2025 CrossVTON: Mimicking the Logic Reasoning on Cross-Category Virtual Try-on Guided by Tri-Zone Priors Donghao Luo, Yujie Liang, Xu Peng, Xiaobin Hu, Boyuan Jiang, Chengming Xu, Taisong Jin, Chengjie Wang, Yanwei Fu

CVPR 2025 CustAny: Customizing Anything from a Single Example Lingjie Kong, Kai Wu, Chengming Xu, Xiaobin Hu, Wenhui Han, Jinlong Peng, Donghao Luo, Mengtian Li, Jiangning Zhang, Chengjie Wang, Yanwei Fu

CVPR 2025 DVHGNN: Multi-Scale Dilated Vision HGNN for Efficient Vision Recognition Caoshuo Li, Tanzhe Li, Xiaobin Hu, Donghao Luo, Taisong Jin

CVPR 2025 GroundingFace: Fine-Grained Face Understanding via Pixel Grounding Multimodal Large Language Model Yue Han, Jiangning Zhang, Junwei Zhu, Runze Hou, Xiaozhong Ji, Chuming Lin, Xiaobin Hu, Zhucun Xue, Yong Liu

CVPR 2025 MobileMamba: Lightweight Multi-Receptive Visual Mamba Network Haoyang He, Jiangning Zhang, Yuxuan Cai, Hongxu Chen, Xiaobin Hu, Zhenye Gan, Yabiao Wang, Chengjie Wang, Yunsheng Wu, Lei Xie

ICCV 2025 OracleFusion: Assisting the Decipherment of Oracle Bone Script with Structurally Constrained Semantic Typography Caoshuo Li, Zengmao Ding, Xiaobin Hu, Bang Li, Donghao Luo, AndyPian Wu, Chaoyang Wang, Chengjie Wang, Taisong Jin, Seven Shu, Yunsheng Wu, Yongge Liu, Rongrong Ji

CVPR 2025 SVFR: A Unified Framework for Generalized Video Face Restoration Zhiyao Wang, Xu Chen, Chengming Xu, Junwei Zhu, Xiaobin Hu, Jiangning Zhang, Chengjie Wang, Yuqi Liu, Yiyi Zhou, Rongrong Ji

CVPR 2025 Sonic: Shifting Focus to Global Audio Perception in Portrait Animation Xiaozhong Ji, Xiaobin Hu, Zhihong Xu, Junwei Zhu, Chuming Lin, Qingdong He, Jiangning Zhang, Donghao Luo, Yi Chen, Qin Lin, Qinglin Lu, Chengjie Wang

ICCV 2025 UniCombine: Unified Multi-Conditional Combination with Diffusion Transformer Haoxuan Wang, Jinlong Peng, Qingdong He, Hao Yang, Ying Jin, Jiafu Wu, Xiaobin Hu, Yanjie Pan, Zhenye Gan, Mingmin Chi, Bo Peng, Yabiao Wang

CVPR 2025 Unveil Inversion and Invariance in Flow Transformer for Versatile Image Editing Pengcheng Xu, Boyuan Jiang, Xiaobin Hu, Donghao Luo, Qingdong He, Jiangning Zhang, Chengjie Wang, Yunsheng Wu, Charles Ling, Boyu Wang

CVPR 2025 VTON-HandFit: Virtual Try-on for Arbitrary Hand Pose Guided by Hand Priors Embedding Yujie Liang, Xiaobin Hu, Boyuan Jiang, Donghao Luo, Xu Peng, Kai Wu, Chengming Xu, Wenhui Han, Taisong Jin, Chengjie Wang, Rongrong Ji

ECCV 2024 DiffuMatting: Synthesizing Arbitrary Objects with Matting-Level Annotation Xiaobin Hu, Xu Peng, Donghao Luo, Xiaozhong Ji, Jinlong Peng, ZhengKai Jiang, Jiangning Zhang, Taisong Jin, Chengjie Wang, Rongrong Ji

ECCV 2024 Learning Unified Reference Representation for Unsupervised Multi-Class Anomaly Detection Liren He, Zhengkai Jiang, Jinlong Peng, Wenbing Zhu, Liang Liu, Qiangang Du, Xiaobin Hu, Mingmin Chi, Yabiao Wang, Chengjie Wang

AAAI 2023 High-Resolution Iterative Feedback Network for Camouflaged Object Detection Xiaobin Hu, Shuo Wang, Xuebin Qin, Hang Dai, Wenqi Ren, Donghao Luo, Ying Tai, Ling Shao

ECCV 2022 Highly Accurate Dichotomous Image Segmentation Xuebin Qin, Hang Dai, Xiaobin Hu, Deng-Ping Fan, Ling Shao, Luc Van Gool

ICCV 2021 Pyramid Architecture Search for Real-Time Image Deblurring Xiaobin Hu, Wenqi Ren, Kaicheng Yu, Kaihao Zhang, Xiaochun Cao, Wei Liu, Bjoern Menze

CVPR 2021 Ultra-High-Definition Image Dehazing via Multi-Guided Bilateral Learning Zhuoran Zheng, Wenqi Ren, Xiaochun Cao, Xiaobin Hu, Tao Wang, Fenglong Song, Xiuyi Jia

ECCV 2020 Face Super-Resolution Guided by 3D Facial Priors Xiaobin Hu, Wenqi Ren, John LaMaster, Xiaochun Cao, Xiaoming Li, Zechao Li, Bjoern Menze, Wei Liu