Zhang, Han

90 publications

ICLR 2026 Children's Intelligence Tests Pose Challenges for MLLMs? KidGym: A 2D Grid-Based Reasoning Benchmark for MLLMs Hengwei Ye, Yuanting Guan, Yuxuan Ge, Tianying Zhu, Yijia Zhong, YiJing Zhang, Han Zhang, Yingna Wu, Zheng Tian

ICLR 2026 Deconstructing Positional Information: From Attention Logits to Training Biases Zihan Gu, Ruoyu Chen, Han Zhang, Hua Zhang, Yue Hu

ICLR 2026 FMIP: Joint Continuous-Integer Flow for Mixed-Integer Linear Programming Hongpei Li, Hui Yuan, Han Zhang, Jianghao Lin, Dongdong Ge, Mengdi Wang, Yinyu Ye

ICLR 2026 GEPO: Group Expectation Policy Optimization for Stable Heterogeneous Reinforcement Learning Han Zhang, RuibinZheng, Zexuan Yi, Zhuo Zhang, Hanyang Peng, Hui Wang, Jiayin Qi, Binxing Fang, Ruifeng Xu, Yue Yu

ICLR 2026 MetaVLA: Unified Meta Co-Training for Efficient Embodied Adaptation Chen Li, Zhantao Yang, Han Zhang, Fangyi Chen, Chenchen Zhu, Anudeepsekhar Bolimera, Marios Savvides

ICCV 2025 Accelerating Diffusion Sampling via Exploiting Local Transition Coherence Shangwen Zhu, Han Zhang, Zhantao Yang, Qianyu Peng, Zhao Pu, Huangji Wang, Fan Cheng

CVPR 2025 BACON: Improving Clarity of Image Captions via Bag-of-Concept Graphs Zhantao Yang, Ruili Feng, Keyu Yan, Huangji Wang, Zhicai Wang, Shangwen Zhu, Han Zhang, Jie Xiao, Pingyu Wu, Kai Zhu, Jixuan Chen, Chen-Wei Xie, Yue Yang, Hongyang Zhang, Yu Liu, Fan Cheng

AAAI 2025 BeyondGender: A Multifaceted Bilingual Dataset for Practical Sexism Detection Xuan Luo, Li Yang, Han Zhang, Geng Tu, Qianlong Wang, Keyang Ding, Chuang Fan, Jing Li, Ruifeng Xu

AAAI 2025 Correcting Large Language Model Behavior via Influence Function Han Zhang, Zhuo Zhang, Yi Zhang, Yuanzhao Zhai, Hanyang Peng, Yu Lei, Yue Yu, Hui Wang, Bin Liang, Lin Gui, Ruifeng Xu

CoRL 2025 DexUMI: Using Human Hand as the Universal Manipulation Interface for Dexterous Manipulation Mengda Xu, Han Zhang, Yifan Hou, Zhenjia Xu, Linxi Fan, Manuela Veloso, Shuran Song

ICML 2025 Epsilon-VAE: Denoising as Visual Decoding Long Zhao, Sanghyun Woo, Ziyu Wan, Yandong Li, Han Zhang, Boqing Gong, Hartwig Adam, Xuhui Jia, Ting Liu

AAAI 2025 Inheriting Generalized Learngene for Efficient Knowledge Transfer Across Multiple Tasks Yuankun Zu, Shiyu Xia, Xu Yang, Qiufeng Wang, Han Zhang, Xin Geng

CVPR 2025 MITracker: Multi-View Integration for Visual Object Tracking Mengjie Xu, Yitao Zhu, Haotian Jiang, Jiaming Li, Zhenrong Shen, Sheng Wang, Haolin Huang, Xinyu Wang, Han Zhang, Qing Yang, Qian Wang

AAAI 2025 MUC: Mixture of Uncalibrated Cameras for Robust 3D Human Body Reconstruction Yitao Zhu, Sheng Wang, Mengjie Xu, Zixu Zhuang, Zhixin Wang, Kaidong Wang, Han Zhang, Qian Wang

AAAI 2025 MagicMan: Generative Novel View Synthesis of Humans with 3D-Aware Diffusion and Iterative Refinement Xu He, Zhiyong Wu, Xiaoyu Li, Di Kang, Chaopeng Zhang, Jiangnan Ye, Liyang Chen, Xiangjun Gao, Han Zhang, Haolin Zhuang

NeurIPS 2025 S$^2$M-Former: Spiking Symmetric Mixing Branchformer for Brain Auditory Attention Detection Jiaqi Wang, Zhengyu Ma, Xiongri Shen, Chenlin Zhou, Leilei Zhao, Han Zhang, Yi Zhong, Siqi Cai, Zhenxi Song, Zhiguo Zhang

CPAL 2025 Streaming Kernel PCA Algorithm with Small Space Yichuan Deng, Jiangxuan Long, Zhao Song, Zifan Wang, Han Zhang

NeurIPS 2025 The Matrix: Infinite-Horizon World Generation with Real-Time Moving Control Ruili Feng, Han Zhang, Zhilei Shu, Zhantao Yang, Longxiang Tang, Zhicai Wang, Andy Zheng, Jie Xiao, Zhiheng Liu, Ruihang Chu, Yukun Huang, Yu Liu, Hongyang Zhang

IJCAI 2025 Towards Comprehensive and Prerequisite-Free Explainer for Graph Neural Networks Han Zhang, Yan Wang, Guanfeng Liu, Pengfei Ding, Huaxiong Wang, Kwok-Yan Lam

NeurIPS 2025 Understanding the Generalization of Stochastic Gradient Adam in Learning Neural Networks Xuan Tang, Han Zhang, Yuan Cao, Difan Zou

NeurIPS 2024 4DBInfer: A 4D Benchmarking Toolbox for Graph-Centric Predictive Modeling on RDBs Minjie Wang, Quan Gan, David Wipf, Zhenkun Cai, Ning Li, Jianheng Tang, Yanlin Zhang, Zizhao Zhang, Zunyao Mao, Yakun Song, Yanbo Wang, Jiahang Li, Han Zhang, Guang Yang, Xiao Qin, Chuan Lei, Muhan Zhang, Weinan Zhang, Christos Faloutsos, Zheng Zhang

ICLR 2024 A Multi-Level Framework for Accelerating Training Transformer Models Longwei Zou, Han Zhang, Yangdong Deng

ICLR 2024 BatteryML: An Open-Source Platform for Machine Learning on Battery Degradation Han Zhang, Xiaofan Gui, Shun Zheng, Ziheng Lu, Yuqi Li, Jiang Bian

ICML 2024 CCM: Real-Time Controllable Visual Content Creation Using Text-to-Image Consistency Models Jie Xiao, Kai Zhu, Han Zhang, Zhiheng Liu, Yujun Shen, Zhantao Yang, Ruili Feng, Yu Liu, Xueyang Fu, Zheng-Jun Zha

ICLR 2024 CPPO: Continual Learning for Reinforcement Learning with Human Feedback Han Zhang, Yu Lei, Lin Gui, Min Yang, Yulan He, Hui Wang, Ruifeng Xu

CVPRW 2024 Conv-Adapter: Exploring Parameter Efficient Transfer Learning for ConvNets Hao Chen, Ran Tao, Han Zhang, Yidong Wang, Xiang Li, Wei Ye, Jindong Wang, Guosheng Hu, Marios Savvides

ICLR 2024 DreamClean: Restoring Clean Image Using Deep Diffusion Prior Jie Xiao, Ruili Feng, Han Zhang, Zhiheng Liu, Zhantao Yang, Yurui Zhu, Xueyang Fu, Kai Zhu, Yu Liu, Zheng-Jun Zha

IJCAI 2024 Efficient Multi-View Unsupervised Feature Selection with Adaptive Structure Learning and Inference Chenglong Zhang, Yang Fang, Xinyan Liang, Han Zhang, Peng Zhou, Xingyu Wu, Jie Yang, Bingbing Jiang, Weiguo Sheng

ICLR 2024 Leveraging Unpaired Data for Vision-Language Generative Models via Cycle Consistency Tianhong Li, Sangnie Bhardwaj, Yonglong Tian, Han Zhang, Jarred Barber, Dina Katabi, Guillaume Lajoie, Huiwen Chang, Dilip Krishnan

ICLR 2024 Lipschitz Singularities in Diffusion Models Zhantao Yang, Ruili Feng, Han Zhang, Yujun Shen, Kai Zhu, Lianghua Huang, Yifei Zhang, Yu Liu, Deli Zhao, Jingren Zhou, Fan Cheng

ECCV 2024 Parrot: Pareto-Optimal Multi-Reward Reinforcement Learning Framework for Text-to-Image Generation Seung Hyun Lee, Yinxiao Li, Junjie Ke, Innfarn Yoo, Han Zhang, Jiahui Yu, Qifei Wang, Fei Deng, Glenn Entis, Junfeng He, Gang Li, Sangpil Kim, Irfan Essa, Feng Yang

NeurIPS 2024 QKFormer: Hierarchical Spiking Transformer Using Q-K Attention Chenlin Zhou, Han Zhang, Zhaokun Zhou, Liutao Yu, Liwei Huang, Xiaopeng Fan, Li Yuan, Zhengyu Ma, Huihui Zhou, Yonghong Tian

WACV 2024 Steering Prototypes with Prompt-Tuning for Rehearsal-Free Continual Learning Zhuowei Li, Long Zhao, Zizhao Zhang, Han Zhang, Di Liu, Ting Liu, Dimitris N. Metaxas

IJCAI 2024 Theoretical Study on Multi-Objective Heuristic Search Shawn Skyler, Shahaf S. Shperberg, Dor Atzmon, Ariel Felner, Oren Salzman, Shao-Hung Chan, Han Zhang, Sven Koenig, William Yeoh, Carlos Hernández Ulloa

NeurIPS 2023 Decision Tree for Locally Private Estimation with Public Data Yuheng Ma, Han Zhang, Yuchao Cai, Hanfang Yang

CVPR 2023 Dimensionality-Varying Diffusion Process Han Zhang, Ruili Feng, Zhantao Yang, Lianghua Huang, Yu Liu, Yifei Zhang, Yujun Shen, Deli Zhao, Jingren Zhou, Fan Cheng

NeurIPS 2023 Diversify Your Vision Datasets with Automatic Diffusion-Based Augmentation Lisa Dunlap, Alyssa Umino, Han Zhang, Jiezhi Yang, Joseph E Gonzalez, Trevor Darrell

CVPR 2023 Enhanced Training of Query-Based Object Detection via Selective Query Recollection Fangyi Chen, Han Zhang, Kai Hu, Yu-Kai Huang, Chenchen Zhu, Marios Savvides

ICCV 2023 FineDance: A Fine-Grained Choreography Dataset for 3D Full Body Dance Generation Ronghui Li, Junfan Zhao, Yachao Zhang, Mingyang Su, Zeping Ren, Han Zhang, Yansong Tang, Xiu Li

IJCAI 2023 Heuristic-Search Approaches for the Multi-Objective Shortest-Path Problem: Progress and Research Opportunities Oren Salzman, Ariel Felner, Carlos Hernández, Han Zhang, Shao-Hung Chan, Sven Koenig

CVPR 2023 MAGE: MAsked Generative Encoder to Unify Representation Learning and Image Synthesis Tianhong Li, Huiwen Chang, Shlok Mishra, Han Zhang, Dina Katabi, Dilip Krishnan

CVPR 2023 MAGVIT: Masked Generative Video Transformer Lijun Yu, Yong Cheng, Kihyuk Sohn, José Lezama, Han Zhang, Huiwen Chang, Alexander G. Hauptmann, Ming-Hsuan Yang, Yuan Hao, Irfan Essa, Lu Jiang

ICML 2023 Muse: Text-to-Image Generation via Masked Generative Transformers Huiwen Chang, Han Zhang, Jarred Barber, Aaron Maschinot, Jose Lezama, Lu Jiang, Ming-Hsuan Yang, Kevin Patrick Murphy, William T. Freeman, Michael Rubinstein, Yuanzhen Li, Dilip Krishnan

ICLR 2023 Phenaki: Variable Length Video Generation from Open Domain Textual Descriptions Ruben Villegas, Mohammad Babaeizadeh, Pieter-Jan Kindermans, Hernan Moraldo, Han Zhang, Mohammad Taghi Saffar, Santiago Castro, Julius Kunze, Dumitru Erhan

ECML-PKDD 2023 SALAS: Supervised Aspect Learning Improves Abstractive Multi-Document Summarization Through Aspect Information Loss Haotian Chen, Han Zhang, Houjing Guo, Shuchang Yi, Bingsheng Chen, Xiangdong Zhou

ICCV 2023 SVDiff: Compact Parameter Space for Diffusion Fine-Tuning Ligong Han, Yinxiao Li, Han Zhang, Peyman Milanfar, Dimitris Metaxas, Feng Yang

NeurIPS 2023 StoryBench: A Multifaceted Benchmark for Continuous Story Visualization Emanuele Bugliarello, H. Hernan Moraldo, Ruben Villegas, Mohammad Babaeizadeh, Mohammad Taghi Saffar, Han Zhang, Dumitru Erhan, Vittorio Ferrari, Pieter-Jan Kindermans, Paul Voigtlaender

ICLR 2023 Using Language to Extend to Unseen Domains Lisa Dunlap, Clara Mohri, Devin Guillory, Han Zhang, Trevor Darrell, Joseph E. Gonzalez, Aditi Raghunathan, Anna Rohrbach

ICCV 2023 VQ3D: Learning a 3D-Aware Generative Model on ImageNet Kyle Sargent, Jing Yu Koh, Han Zhang, Huiwen Chang, Charles Herrmann, Pratul Srinivasan, Jiajun Wu, Deqing Sun

CVPR 2023 Visual Prompt Tuning for Generative Transfer Learning Kihyuk Sohn, Huiwen Chang, José Lezama, Luisa Polania, Han Zhang, Yuan Hao, Irfan Essa, Lu Jiang

ECCV 2022 BLT: Bidirectional Layout Transformer for Controllable Layout Generation Xiang Kong, Lu Jiang, Huiwen Chang, Han Zhang, Yuan Hao, Haifeng Gong, Irfan Essa

ECCV 2022 DualPrompt: Complementary Prompting for Rehearsal-Free Continual Learning Zifeng Wang, Zizhao Zhang, Sayna Ebrahimi, Ruoxi Sun, Han Zhang, Chen-Yu Lee, Xiaoqi Ren, Guolong Su, Vincent Perot, Jennifer Dy, Tomas Pfister

NeurIPS 2022 GLOBEM Dataset: Multi-Year Datasets for Longitudinal Human Behavior Modeling Generalization Xuhai Xu, Han Zhang, Yasaman Sefidgar, Yiyi Ren, Xin Liu, Woosuk Seo, Jennifer Brown, Kevin Kuehn, Mike Merrill, Paula Nurius, Shwetak Patel, Tim Althoff, Margaret Morris, Eve Riskin, Jennifer Mankoff, Anind Dey

ICLR 2022 Givens Coordinate Descent Methods for Rotation Matrix Learning in Trainable Embedding Indexes Yunjiang Jiang, Han Zhang, Yiming Qiu, Yun Xiao, Bo Long, Wen-Yun Yang

ECCV 2022 Lane Detection Transformer Based on Multi-Frame Horizontal and Vertical Attention and Visual Transformer Module Han Zhang, Yunchao Gu, Xinliang Wang, Junjun Pan, Minghui Wang

ECCV 2022 Learning Instance-Specific Adaptation for Cross-Domain Segmentation Yuliang Zou, Zizhao Zhang, Chun-Liang Li, Han Zhang, Tomas Pfister, Jia-Bin Huang

CVPR 2022 Learning to Prompt for Continual Learning Zifeng Wang, Zizhao Zhang, Chen-Yu Lee, Han Zhang, Ruoxi Sun, Xiaoqi Ren, Guolong Su, Vincent Perot, Jennifer Dy, Tomas Pfister

CVPR 2022 MAXIM: Multi-Axis MLP for Image Processing Zhengzhong Tu, Hossein Talebi, Han Zhang, Feng Yang, Peyman Milanfar, Alan Bovik, Yinxiao Li

CVPR 2022 MaskGIT: Masked Generative Image Transformer Huiwen Chang, Han Zhang, Lu Jiang, Ce Liu, William T. Freeman

ECCV 2022 MaxViT: Multi-Axis Vision Transformer Zhengzhong Tu, Hossein Talebi, Han Zhang, Feng Yang, Peyman Milanfar, Alan Bovik, Yinxiao Li

AAAI 2022 Nested Hierarchical Transformer: Towards Accurate, Data-Efficient and Interpretable Visual Understanding Zizhao Zhang, Han Zhang, Long Zhao, Ting Chen, Sercan Ö. Arik, Tomas Pfister

AAAI 2022 Powering Finetuning in Few-Shot Learning: Domain-Agnostic Bias Reduction with Selected Sampling Ran Tao, Han Zhang, Yutong Zheng, Marios Savvides

TMLR 2022 Scaling Autoregressive Models for Content-Rich Text-to-Image Generation Jiahui Yu, Yuanzhong Xu, Jing Yu Koh, Thang Luong, Gunjan Baid, Zirui Wang, Vijay Vasudevan, Alexander Ku, Yinfei Yang, Burcu Karagol Ayan, Ben Hutchinson, Wei Han, Zarana Parekh, Xin Li, Han Zhang, Jason Baldridge, Yonghui Wu

ECCV 2022 Unitail: Detecting, Reading, and Matching in Retail Scene Fangyi Chen, Han Zhang, Zaiwang Li, Jiachen Dou, Shentong Mo, Hao Chen, Yongxin Zhang, Uzair Ahmed, Chenchen Zhu, Marios Savvides

ICLR 2022 Vector-Quantized Image Modeling with Improved VQGAN Jiahui Yu, Xin Li, Jing Yu Koh, Han Zhang, Ruoming Pang, James Qin, Alexander Ku, Yuanzhong Xu, Jason Baldridge, Yonghui Wu

ICLR 2022 ViTGAN: Training GANs with Vision Transformers Kwonjoon Lee, Huiwen Chang, Lu Jiang, Han Zhang, Zhuowen Tu, Ce Liu

CVPR 2021 Cross-Modal Contrastive Learning for Text-to-Image Generation Han Zhang, Jing Yu Koh, Jason Baldridge, Honglak Lee, Yinfei Yang

AAAI 2021 Improved Consistency Regularization for GANs Zhengli Zhao, Sameer Singh, Honglak Lee, Zizhao Zhang, Augustus Odena, Han Zhang

NeurIPS 2021 Improved Transformer for High-Resolution GANs Long Zhao, Zizhao Zhang, Ting Chen, Dimitris Metaxas, Han Zhang

ICLR 2021 PseudoSeg: Designing Pseudo Labels for Semantic Segmentation Yuliang Zou, Zizhao Zhang, Han Zhang, Chun-Liang Li, Xiao Bian, Jia-Bin Huang, Tomas Pfister

ICLR 2021 Revisiting Hierarchical Approach for Persistent Long-Term Video Prediction Wonkwang Lee, Whie Jung, Han Zhang, Ting Chen, Jing Yu Koh, Thomas Huang, Hyungsuk Yoon, Honglak Lee, Seunghoon Hong

ICML 2020 Approximation Capabilities of Neural ODEs and Invertible Residual Networks Han Zhang, Xi Gao, Jacob Unterman, Tom Arodz

AAAI 2020 Auto-GAN: Self-Supervised Collaborative Learning for Medical Image Synthesis Bing Cao, Han Zhang, Nannan Wang, Xinbo Gao, Dinggang Shen

ICLR 2020 Consistency Regularization for Generative Adversarial Networks Han Zhang, Zizhao Zhang, Augustus Odena, Honglak Lee

CVPR 2020 Distilling Effective Supervision from Severe Label Noise Zizhao Zhang, Han Zhang, Sercan O. Arik, Honglak Lee, Tomas Pfister

IJCAI 2020 ERNIE-GEN: An Enhanced Multi-Flow Pre-Training and Fine-Tuning Framework for Natural Language Generation Dongling Xiao, Han Zhang, Yu-Kun Li, Yu Sun, Hao Tian, Hua Wu, Haifeng Wang

NeurIPS 2020 FixMatch: Simplifying Semi-Supervised Learning with Consistency and Confidence Kihyuk Sohn, David Berthelot, Nicholas Carlini, Zizhao Zhang, Han Zhang, Colin A Raffel, Ekin Dogus Cubuk, Alexey Kurakin, Chun-Liang Li

ICLR 2020 ReMixMatch: Semi-Supervised Learning with Distribution Matching and Augmentation Anchoring David Berthelot, Nicholas Carlini, Ekin D. Cubuk, Alex Kurakin, Kihyuk Sohn, Han Zhang, Colin Raffel

IJCAI 2020 Semi-Supervised Clustering via Pairwise Constrained Optimal Graph Feiping Nie, Han Zhang, Rong Wang, Xuelong Li

ICML 2020 Small-GAN: Speeding up GAN Training Using Core-Sets Samarth Sinha, Han Zhang, Anirudh Goyal, Yoshua Bengio, Hugo Larochelle, Augustus Odena

CVPR 2020 Your Local GAN: Designing Two Dimensional Local Attention Mechanisms for Generative Models Giannis Daras, Augustus Odena, Han Zhang, Alexandros G. Dimakis

CVPR 2019 Co-Occurrent Features in Semantic Segmentation Hang Zhang, Han Zhang, Chenguang Wang, Junyuan Xie

IJCAI 2019 Decoding EEG by Visual-Guided Deep Neural Networks Zhicheng Jiao, Haoxuan You, Fan Yang, Xin Li, Han Zhang, Dinggang Shen

ICML 2019 Self-Attention Generative Adversarial Networks Han Zhang, Ian Goodfellow, Dimitris Metaxas, Augustus Odena

CVPR 2018 AttnGAN: Fine-Grained Text to Image Generation with Attentional Generative Adversarial Networks Tao Xu, Pengchuan Zhang, Qiuyuan Huang, Han Zhang, Zhe Gan, Xiaolei Huang, Xiaodong He

ICLR 2018 Improving GANs Using Optimal Transport Tim Salimans, Han Zhang, Alec Radford, Dimitris Metaxas

CVPR 2017 Link the Head to the "Beak": Zero Shot Learning from Noisy Text Description at Part Precision Mohamed Elhoseiny, Yizhe Zhu, Han Zhang, Ahmed Elgammal

ICCV 2017 StackGAN: Text to Photo-Realistic Image Synthesis with Stacked Generative Adversarial Networks Han Zhang, Tao Xu, Hongsheng Li, Shaoting Zhang, Xiaogang Wang, Xiaolei Huang, Dimitris N. Metaxas

CVPR 2016 SPDA-CNN: Unifying Semantic Part Detection and Abstraction for Fine-Grained Recognition Han Zhang, Tao Xu, Mohamed Elhoseiny, Xiaolei Huang, Shaoting Zhang, Ahmed Elgammal, Dimitris Metaxas

ICCVW 2013 Categorization of Underwater Habitats Using Dynamic Video Textures Jun Hu, Han Zhang, Anastasia Miliou, Thodoris Tsimpidis, Hazel Thornton, Vladimir Pavlovic