Huang, Hua

28 publications

ICLR 2025 Ada-K Routing: Boosting the Efficiency of MoE-Based LLMs Tongtian Yue, Longteng Guo, Jie Cheng, Xuange Gao, Hua Huang, Jing Liu

CVPR 2025 Complementary Advantages: Exploiting Cross-Field Frequency Correlation for NIR-Assisted Image Denoising Yuchen Wang, Hongyuan Wang, Lizhi Wang, Xin Wang, Lin Zhu, Wanxuan Lu, Hua Huang

ICCV 2025 EMatch: A Unified Framework for Event-Based Optical Flow and Stereo Matching Pengjie Zhang, Lin Zhu, Xiao Wang, Lizhi Wang, Hua Huang

ICML 2025 EvFocus: Learning to Reconstruct Sharp Images from Out-of-Focus Event Streams Lin Zhu, Xiantao Ma, Xiao Wang, Lizhi Wang, Hua Huang

ICCV 2025 GCRayDiffusion: Pose-Free Surface Reconstruction via Geometric Consistent Ray Diffusion Li-Heng Chen, Zi-Xin Zou, Chang Liu, Tianjiao Jing, Yan-Pei Cao, Shi-Sheng Huang, Hongbo Fu, Hua Huang

ICCV 2025 Noise-Modeled Diffusion Models for Low-Light Spike Image Restoration Ruonan Liu, Lin Zhu, Xijie Xiang, Lizhi Wang, Hua Huang

ICCV 2025 Pi-GPS: Enhancing Geometry Problem Solving by Unleashing the Power of Diagrammatic Information Junbo Zhao, Ting Zhang, Jiayu Sun, Mi Tian, Hua Huang

CVPR 2025 Positive2Negative: Breaking the Information-Lossy Barrier in Self-Supervised Single Image Denoising Tong Li, Lizhi Wang, Zhiyuan Xu, Lin Zhu, Wanxuan Lu, Hua Huang

NeurIPS 2025 Rethinking Scale-Aware Temporal Encoding for Event-Based Object Detection Lin Zhu, LongTengyu, Xiao Wang, Lizhi Wang, Hua Huang

ICCV 2025 UniDxMD: Towards Unified Representation for Cross-Modal Unsupervised Domain Adaptation in 3D Semantic Segmentation Zhengyin Liang, Hui Yin, Min Liang, Qianqian Du, Ying Yang, Hua Huang

ICCV 2025 Zeroth-Order Fine-Tuning of LLMs in Random Subspaces Ziming Yu, Pan Zhou, Sike Wang, Jia Li, Mi Tian, Hua Huang

NeurIPS 2024 4-Bit Shampoo for Memory-Efficient Network Training Sike Wang, Pan Zhou, Jia Li, Hua Huang

IJCAI 2024 CMMU: A Benchmark for Chinese Multi-Modal Multi-Type Question Understanding and Reasoning Zheqi He, Xinya Wu, Pengfei Zhou, Richeng Xuan, Guang Liu, Xi Yang, Qiannan Zhu, Hua Huang

AAAI 2024 Finding Visual Saliency in Continuous Spike Stream Lin Zhu, Xianzhang Chen, Xiao Wang, Hua Huang

CVPR 2024 In2SET: Intra-Inter Similarity Exploiting Transformer for Dual-Camera Compressive Hyperspectral Imaging Xin Wang, Lizhi Wang, Xiangtian Ma, Maoqing Zhang, Lin Zhu, Hua Huang

ICML 2024 NeuralIndicator: Implicit Surface Reconstruction from Neural Indicator Priors Shi-Sheng Huang, Guo Chen, Chen Li Heng, Hua Huang

CVPR 2024 SpikeNeRF: Learning Neural Radiance Fields from Continuous Spike Stream Lin Zhu, Kangmin Jia, Yifan Zhao, Yunshan Qi, Lizhi Wang, Hua Huang

ECCV 2024 Temporal Residual Guided Diffusion Framework for Event-Driven Video Reconstruction Lin Zhu, Yunlong Zheng, Yijun Zhang, Xiao Wang, Lizhi Wang, Hua Huang

AAAI 2023 Revisiting Unsupervised Local Descriptor Learning Wufan Wang, Lei Zhang, Hua Huang

CVPRW 2022 NTIRE 2022 Challenge on Efficient Super-Resolution: Methods and Results Yawei Li, Kai Zhang, Radu Timofte, Luc Van Gool, Fangyuan Kong, Mingxi Li, Songwei Liu, Zongcai Du, Ding Liu, Chenhui Zhou, Jingyi Chen, Qingrui Han, Zheyuan Li, Yingqi Liu, Xiangyu Chen, Haoming Cai, Yu Qiao, Chao Dong, Long Sun, Jinshan Pan, Yi Zhu, Zhikai Zong, Xiaoxiao Liu, Zheng Hui, Tao Yang, Peiran Ren, Xuansong Xie, Xian-Sheng Hua, Yanbo Wang, Xiaozhong Ji, Chuming Lin, Donghao Luo, Ying Tai, Chengjie Wang, Zhizhong Zhang, Yuan Xie, Shen Cheng, Ziwei Luo, Lei Yu, Zhihong Wen, Qi Wu, Youwei Li, Haoqiang Fan, Jian Sun, Shuaicheng Liu, Yuanfei Huang, Meiguang Jin, Hua Huang, Jing Liu, Xinjian Zhang, Yan Wang, Lingshun Long, Gen Li, Yuanfan Zhang, Zuowei Cao, Lei Sun, Panaetov Alexander, Yucong Wang, Minjie Cai, Li Wang, Lu Tian, Zheyuan Wang, Hongbing Ma, Jie Liu, Chao Chen, Yidong Cai, Jie Tang, Gangshan Wu, Weiran Wang, Shirui Huang, Honglei Lu, Huan Liu, Keyan Wang, Jun Chen, Shi Chen, Yuchun Miao, Zimo Huang, Lefei Zhang, Mustafa Ayazoglu, Wei Xiong, Chengyi Xiong, Fei Wang, Hao Li, Ruimian Wen, Zhijing Yang, Wenbin Zou, Weixin Zheng, Tian Ye, Yuncheng Zhang, Xiangzhen Kong, Aditya Arora, Syed Waqas Zamir, Salman H. Khan, Munawar Hayat, Fahad Shahbaz Khan, Dandan Gao, Dengwen Zhou, Qian Ning, Jingzhu Tang, Han Huang, Yufei Wang, Zhangheng Peng, Haobo Li, Wenxue Guan, Shenghua Gong, Xin Li, Jun Liu, Wanjun Wang, Kun Zeng, Hanjiang Lin, Xinyu Chen, Jinsheng Fang

CVPR 2022 Quantization-Aware Deep Optics for Diffractive Snapshot Hyperspectral Imaging Lingen Li, Lizhi Wang, Weitao Song, Lei Zhang, Zhiwei Xiong, Hua Huang

JMLR 2022 TFPnP: Tuning-Free Plug-and-Play Proximal Algorithms with Applications to Inverse Imaging Problems Kaixuan Wei, Angelica Aviles-Rivero, Jingwei Liang, Ying Fu, Hua Huang, Carola-Bibiane Schönlieb

IJCAI 2021 Behavior Mimics Distribution: Combining Individual and Group Behaviors for Federated Learning Hua Huang, Fanhua Shang, Yuanyuan Liu, Hongying Liu

CVPR 2021 Learning Tensor Low-Rank Prior for Hyperspectral Image Reconstruction Shipeng Zhang, Lizhi Wang, Lei Zhang, Hua Huang

AAAI 2021 Towards Universal Physical Attacks on Single Object Tracking Li Ding, Yongwei Wang, Kaiwen Yuan, Minyang Jiang, Ping Wang, Hua Huang, Z. Jane Wang

ICML 2020 Tuning-Free Plug-and-Play Proximal Algorithm for Inverse Imaging Problems Kaixuan Wei, Angelica Aviles-Rivero, Jingwei Liang, Ying Fu, Carola-Bibiane Schönlieb, Hua Huang

ECCV 2018 Joint Camera Spectral Sensitivity Selection and Hyperspectral Image Recovery Ying Fu, Tao Zhang, Yinqiang Zheng, Debing Zhang, Hua Huang

ICCV 2005 Probabilistic Contour Extraction Using Hierarchical Shape Representation Xin Fan, Chun Qi, Dequn Liang, Hua Huang