Zhang, He

48 publications

ICLRW 2025 Augmenting Image Annotation: A Human–LMM Collaborative Framework for Efficient Object Selection and Label Generation He Zhang, Xinyi Fu, John Millar Carroll

ICCV 2025 Baking Gaussian Splatting into Diffusion Denoiser for Fast and Scalable Single-Stage Image-to-3D Generation and Reconstruction Yuanhao Cai, He Zhang, Kai Zhang, Yixun Liang, Mengwei Ren, Fujun Luan, Qing Liu, Soo Ye Kim, Jianming Zhang, Zhifei Zhang, Yuqian Zhou, Yulun Zhang, Xiaokang Yang, Zhe Lin, Alan Yuille

ICML 2025 BiMark: Unbiased Multilayer Watermarking for Large Language Models Xiaoyan Feng, He Zhang, Yanjun Zhang, Leo Yu Zhang, Shirui Pan

CVPR 2025 Comprehensive Relighting: Generalizable and Consistent Monocular Human Relighting and Harmonization Junying Wang, Jingyuan Liu, Xin Sun, Krishna Kumar Singh, Zhixin Shu, He Zhang, Jimei Yang, Nanxuan Zhao, Tuanfeng Y. Wang, Simon S. Chen, Ulrich Neumann, Jae Shin Yoon

ICCV 2025 DIVE: Taming DINO for Subject-Driven Video Editing Yi Huang, Wei Xiong, He Zhang, Chaoqi Chen, Jianzhuang Liu, Mingfu Yan, Shifeng Chen

ICML 2025 Efficient Skill Discovery via Regret-Aware Optimization He Zhang, Ming Zhou, Shaopeng Zhai, Ying Sun, Hui Xiong

CVPR 2025 MotionPRO: Exploring the Role of Pressure in Human MoCap and Beyond Shenghao Ren, Yi Lu, Jiayi Huang, Jiayi Zhao, He Zhang, Tao Yu, Qiu Shen, Xun Cao

CVPR 2025 Multitwine: Multi-Object Compositing with Text and Layout Control Gemma Canet Tarrés, Zhe Lin, Zhifei Zhang, He Zhang, Andrew Gilbert, John Collomosse, Soo Ye Kim

NeurIPS 2025 OmniVCus: Feedforward Subject-Driven Video Customization with Multimodal Control Conditions Yuanhao Cai, He Zhang, Xi Chen, Jinbo Xing, Yiwei Hu, Yuqian Zhou, Kai Zhang, Zhifei Zhang, Soo Ye Kim, Tianyu Wang, Yulun Zhang, Xiaokang Yang, Zhe Lin, Alan Yuille

ICLR 2025 Refine-by-Align: Reference-Guided Artifacts Refinement Through Semantic Alignment Yizhi Song, Liu He, Zhifei Zhang, Soo Ye Kim, He Zhang, Wei Xiong, Zhe Lin, Brian L. Price, Scott Cohen, Jianming Zhang, Daniel Aliaga

ICLR 2025 RelitLRM: Generative Relightable Radiance for Large Reconstruction Models Tianyuan Zhang, Zhengfei Kuang, Haian Jin, Zexiang Xu, Sai Bi, Hao Tan, He Zhang, Yiwei Hu, Milos Hasan, William T. Freeman, Kai Zhang, Fujun Luan

AAAI 2025 Text2Relight: Creative Portrait Relighting with Text Guidance Junuk Cha, Mengwei Ren, Krishna Kumar Singh, He Zhang, Yannick Hold-Geoffroy, Seunghyun Yoon, Hyunjoon Jung, Jae Shin Yoon, Seungryul Baek

CVPR 2025 TransPixeler: Advancing Text-to-Video Generation with Transparency Luozhou Wang, Yijun Li, Zhifei Chen, Jui-Hsien Wang, Zhifei Zhang, He Zhang, Zhe Lin, Ying-Cong Chen

CVPR 2025 UniReal: Universal Image Generation and Editing via Learning Real-World Dynamics Xi Chen, Zhifei Zhang, He Zhang, Yuqian Zhou, Soo Ye Kim, Qing Liu, Yijun Li, Jianming Zhang, Nanxuan Zhao, Yilin Wang, Hui Ding, Zhe Lin, Hengshuang Zhao

ECCV 2024 COMPOSE: Comprehensive Portrait Shadow Editing Andrew Z Hou, Zhixin Shu, Xuaner Zhang, He Zhang, Yannick Hold-Geoffroy, Jae Shin Yoon, Xiaoming Liu

AAAI 2024 GOODAT: Towards Test-Time Graph Out-of-Distribution Detection Luzhi Wang, Dongxiao He, He Zhang, Yixin Liu, Wenjie Wang, Shirui Pan, Di Jin, Tat-Seng Chua

CVPR 2024 Holo-Relighting: Controllable Volumetric Portrait Relighting from a Single Image Yiqun Mei, Yu Zeng, He Zhang, Zhixin Shu, Xuaner Zhang, Sai Bi, Jianming Zhang, HyunJoon Jung, Vishal M. Patel

CVPR 2024 IMPRINT: Generative Object Compositing by Learning Identity-Preserving Representation Yizhi Song, Zhifei Zhang, Zhe Lin, Scott Cohen, Brian Price, Jianming Zhang, Soo Ye Kim, He Zhang, Wei Xiong, Daniel Aliaga

NeurIPS 2024 Infusing Self-Consistency into Density Functional Theory Hamiltonian Prediction via Deep Equilibrium Models Zun Wang, Chang Liu, Nianlong Zou, He Zhang, Xinran Wei, Lin Huang, Lijun Wu, Bin Shao

CVPR 2024 MMVP: A Multimodal MoCap Dataset with Vision and Pressure Sensors He Zhang, Shenghao Ren, Haolei Yuan, Jianhui Zhao, Fan Li, Shuangpeng Sun, Zhenghao Liang, Tao Yu, Qiu Shen, Xun Cao

CVPR 2024 Relightful Harmonization: Lighting-Aware Portrait Background Replacement Mengwei Ren, Wei Xiong, Jae Shin Yoon, Zhixin Shu, Jianming Zhang, HyunJoon Jung, Guido Gerig, He Zhang

ICML 2024 Self-Consistency Training for Density-Functional-Theory Hamiltonian Prediction He Zhang, Chang Liu, Zun Wang, Xinran Wei, Siyuan Liu, Nanning Zheng, Bin Shao, Tie-Yan Liu

ECCV 2024 SwapAnything: Enabling Arbitrary Object Swapping in Personalized Image Editing Jing Gu, Nanxuan Zhao, Wei Xiong, Qing Liu, Zhifei Zhang, He Zhang, Jianming Zhang, HyunJoon Jung, Yilin Wang, Xin Eric Wang

ICML 2023 A Flexible Diffusion Model Weitao Du, He Zhang, Tao Yang, Yuanqi Du

ICMLW 2023 A Flexible Diffusion Model Weitao Du, He Zhang, Tao Yang, Yuanqi Du

ICML 2023 Demystifying Uneven Vulnerability of Link Stealing Attacks Against Graph Neural Networks He Zhang, Bang Wu, Shuo Wang, Xiangwen Yang, Minhui Xue, Shirui Pan, Xingliang Yuan

ICML 2023 Finding the Missing-Half: Graph Complementary Learning for Homophily-Prone and Heterophily-Prone Graphs Yizhen Zheng, He Zhang, Vincent Lee, Yu Zheng, Xiao Wang, Shirui Pan

ICLR 2023 Interactive Portrait Harmonization Jeya Maria Jose Valanarasu, He Zhang, Jianming Zhang, Yilin Wang, Zhe Lin, Jose Echevarria, Yinglan Ma, Zijun Wei, Kalyan Sunkavalli, Vishal Patel

CVPR 2023 LightPainter: Interactive Portrait Relighting with Freehand Scribble Yiqun Mei, He Zhang, Xuaner Zhang, Jianming Zhang, Zhixin Shu, Yilin Wang, Zijun Wei, Shi Yan, HyunJoon Jung, Vishal M. Patel

NeurIPS 2023 PHOTOSWAP: Personalized Subject Swapping in Images Jing Gu, Yilin Wang, Nanxuan Zhao, Tsu-Jui Fu, Wei Xiong, Qing Liu, Zhifei Zhang, He Zhang, Jianming Zhang, HyunJoon Jung, Xin Eric Wang

ICCV 2023 Perceptual Artifacts Localization for Image Synthesis Tasks Lingzhi Zhang, Zhengjie Xu, Connelly Barnes, Yuqian Zhou, Qing Liu, He Zhang, Sohrab Amirghodsi, Zhe Lin, Eli Shechtman, Jianbo Shi

CVPR 2023 PixHt-Lab: Pixel Height Based Light Effect Generation for Image Compositing Yichen Sheng, Jianming Zhang, Julien Philip, Yannick Hold-Geoffroy, Xin Sun, He Zhang, Lu Ling, Bedrich Benes

NeurIPS 2023 RD-Suite: A Benchmark for Ranking Distillation Zhen Qin, Rolf Jagerman, Rama Kumar Pasumarthi, Honglei Zhuang, He Zhang, Aijun Bai, Kai Hui, Le Yan, Xuanhui Wang

CVPR 2023 Semi-Supervised Parametric Real-World Image Harmonization Ke Wang, Michaël Gharbi, He Zhang, Zhihao Xia, Eli Shechtman

IJCAI 2023 Temporal Knowledge Graph Completion: A Survey Borui Cai, Yong Xiang, Longxiang Gao, He Zhang, Yunfeng Li, Jianxin Li

CVPR 2022 Boosting Robustness of Image Matting with Context Assembling and Strong Data Augmentation Yutong Dai, Brian Price, He Zhang, Chunhua Shen

ECCV 2022 Controllable Shadow Generation Using Pixel Height Maps Yichen Sheng, Yifan Liu, Jianming Zhang, Wei Yin, A. Cengiz Oztireli, He Zhang, Zhe Lin, Eli Shechtman, Bedrich Benes

CVPR 2022 DoubleField: Bridging the Neural Surface and Radiance Fields for High-Fidelity Human Reconstruction and Rendering Ruizhi Shao, Hongwen Zhang, He Zhang, Mingjia Chen, Yan-Pei Cao, Tao Yu, Yebin Liu

CVPR 2022 Lite Vision Transformer with Enhanced Self-Attention Chenglin Yang, Yilin Wang, Jianming Zhang, He Zhang, Zijun Wei, Zhe Lin, Alan Yuille

ICML 2022 SE(3) Equivariant Graph Neural Networks with Complete Local Frames Weitao Du, He Zhang, Yuanqi Du, Qi Meng, Wei Chen, Nanning Zheng, Bin Shao, Tie-Yan Liu

NeurIPS 2021 Co-Evolution Transformer for Protein Contact Prediction He Zhang, Fusong Ju, Jianwei Zhu, Liang He, Bin Shao, Nanning Zheng, Tie-Yan Liu

WACV 2021 Deep Image Compositing He Zhang, Jianming Zhang, Federico Perazzi, Zhe Lin, Vishal M. Patel

CVPR 2021 Mask Guided Matting via Progressive Refinement Network Qihang Yu, Jianming Zhang, He Zhang, Yilin Wang, Zhe Lin, Ning Xu, Yutong Bai, Alan Yuille

ICCV 2021 SSH: A Self-Supervised Framework for Image Harmonization Yifan Jiang, He Zhang, Jianming Zhang, Yilin Wang, Zhe Lin, Kalyan Sunkavalli, Simon Chen, Sohrab Amirghodsi, Sarah Kong, Zhangyang Wang

AAAI 2020 FD-GAN: Generative Adversarial Networks with Fusion-Discriminator for Single Image Dehazing Yu Dong, Yihao Liu, He Zhang, Shifeng Chen, Yu Qiao

WACV 2019 A Comparative Analysis of Visual-Inertial SLAM for Assisted Wayfinding of the Visually Impaired He Zhang, Lingqiu Jin, Hao Zhang, Cang Ye

CVPRW 2018 Multi-Scale Single Image Dehazing Using Perceptual Pyramid Deep Network He Zhang, Vishwanath Sindagi, Vishal M. Patel

WACV 2017 Convolutional Sparse and Low-Rank Coding-Based Rain Streak Removal He Zhang, Vishal M. Patel