Hanwang Zhang

61 papers at tracked venues · 56 at CORE A* · active 2024–2026

DBLP profile ↗ORCID 0000-0001-7374-8739 ↗Homepage ↗

Venues

CVPR ×15 NeurIPS ×13 AAAI ×10 ICML ×7 ICCV ×5 ECCV ×4 ACM MM ×3 ICLR ×3 WACV ×1

Frequent coauthors

Beier Zhu

×11

Hao Fei

×11

Qingshan Xu

×10

Jiequan Cui

×10

Kaihang Pan

×9

Tat-Seng Chua

×9

Xuanyu Yi

×8

Juncheng Li

×8

Shuicheng Yan

×8

Siliang Tang

×7

Shengqiong Wu

×7

Yuan Zhou

×6

Papers

DEPO: Dual-Efficiency Preference Optimization for LLM Agents
AAAI 2026 ·
Sirui Chen
,
Mengshi Zhao
,
Lei Xu
,
Yuying Zhao
,
Beier Zhu
, Hanwang Zhang,
Shengjie Zhao
,
Chaochao Lu
DragNeXt: Rethinking Drag-Based Image Editing
AAAI 2026 ·
Yuan Zhou
,
Junbao Zhou
,
Qingshan Xu
,
Kesen Zhao
,
Yuxuan Wang
,
Hao Fei
,
Richang Hong
, Hanwang Zhang
Hierarchical Semantic Alignment for Image Clustering
AAAI 2026 ·
Xingyu Zhu
,
Beier Zhu
,
Yunfan Li
,
Junfeng Fang
,
Shuo Wang
,
Kesen Zhao
, Hanwang Zhang
Learning to Animate Images from A Few Videos to Portray Delicate Human Actions
WACV 2026 ·
Haoxin Li
,
Yingchen Yu
,
Qilong Wu
, Hanwang Zhang,
Song Bai
,
Boyang Li
NeuSpring: Neural Spring Fields for Reconstruction and Simulation of Deformable Objects from Videos
AAAI 2026 ·
Qingshan Xu
,
Jiao Liu
,
Shangshu Yu
,
Yuxuan Wang
,
Yuan Zhou
,
Junbao Zhou
,
Jiequan Cui
,
Yew-Soon Ong
, Hanwang Zhang
Object Fusion via Diffusion Time-step for Customized Image Editing with Single Example
AAAI 2026 ·
Xue Song
,
Zhongqi Yue
,
Jiequan Cui
, Hanwang Zhang,
Jingjing Chen
Personalize Your Gaussian: Consistent 3D Scene Personalization from a Single Image
AAAI 2026 ·
Yuxuan Wang
,
Xuanyu Yi
,
Qingshan Xu
,
Yuan Zhou
,
Long Chen
, Hanwang Zhang
Pushing Rendering Boundaries: Hard Gaussian Splatting
AAAI 2026 ·
Qingshan Xu
,
Jiequan Cui
,
Xuanyu Yi
,
Yuxuan Wang
,
Yuan Zhou
,
Yew-Soon Ong
, Hanwang Zhang
3D Question Answering via only 2D Vision-Language Models
ICML 2025 ·
Fengyun Wang
,
Sicheng Yu
,
Jiawei Wu
,
Jinhui Tang
, Hanwang Zhang,
Qianru Sun
A Closer Look at Time Steps is Worthy of Triple Speed-Up for Diffusion Model Training
CVPR 2025 ·
Kai Wang
,
Mingjia Shi
,
Yukun Zhou
,
Zekai Li
,
Zhihang Yuan
,
Yuzhang Shang
,
Xiaojiang Peng
, Hanwang Zhang,
Yang You
AnyEdit: Mastering Unified High-Quality Image Editing for Any Idea
CVPR 2025 ·
Qifan Yu
,
Wei Chow
,
Zhongqi Yue
,
Kaihang Pan
,
Yang Wu
,
Xiaoyang Wan
,
Juncheng Li
,
Siliang Tang
, Hanwang Zhang,
Yueting Zhuang
CARE Transformer: Mobile-Friendly Linear Visual Transformer via Decoupled Dual Interaction
CVPR 2025 ·
Yuan Zhou
,
Qingshan Xu
,
Jiequan Cui
,
Junbao Zhou
,
Jing Zhang
,
Richang Hong
, Hanwang Zhang
Ca2-VDM: Efficient Autoregressive Video Diffusion Model with Causal Generation and Cache Sharing
ICML 2025 ·
Kaifeng Gao
,
Jiaxin Shi
, Hanwang Zhang,
Chunping Wang
,
Jun Xiao
,
Long Chen
Co-Reinforcement Learning for Unified Multimodal Understanding and Generation
NeurIPS 2025 ·
Jingjing Jiang
,
Chongjie Si
,
Jun Luo
, Hanwang Zhang,
Chao Ma
Corvid: Improving Multimodal Large Language Models Towards Chain-of-Thought Reasoning
ICCV 2025 ·
Jingjing Jiang
,
Chao Ma
,
Xurui Song
, Hanwang Zhang,
Jun Luo
Distilling Parallel Gradients for Fast ODE Solvers of Diffusion Models
ICCV 2025 ·
Beier Zhu
,
Ruoyu Wang
,
Tong Zhao
, Hanwang Zhang,
Chi Zhang
Dynamic Multimodal Prototype Learning in Vision-Language Models
ICCV 2025 ·
Xingyu Zhu
,
Shuo Wang
,
Beier Zhu
,
Miaoge Li
,
Yunfan Li
,
Junfeng Fang
,
Zhicai Wang
,
Dongsheng Wang
, Hanwang Zhang
Enhancing CLIP Robustness via Cross-Modality Alignment
NeurIPS 2025 ·
Xingyu Zhu
,
Beier Zhu
,
Shuo Wang
,
Kesen Zhao
, Hanwang Zhang
Generative Multimodal Pretraining with Discrete Diffusion Timestep Tokens
CVPR 2025 ·
Kaihang Pan
,
Wang Lin
,
Zhongqi Yue
,
Tenglong Ao
,
Liyu Jia
,
Wei Zhao
,
Juncheng Li
,
Siliang Tang
, Hanwang Zhang
Large Generative Models Meet Multimodal Applications (LGM3A)
ACM MM 2025 ·
Zheng Wang
,
Qianqian Chen
,
Yiyang Luo
,
Zhiqiu Ye
,
Shi Wei
, Hanwang Zhang,
Tat-Seng Chua
Learning 4D Panoptic Scene Graph Generation from Rich 2D Visual Scene
CVPR 2025 ·
Shengqiong Wu
,
Hao Fei
,
Jingkang Yang
,
Xiangtai Li
,
Juncheng Li
, Hanwang Zhang,
Tat-Seng Chua
Nautilus: Locality-Aware Autoencoder for Scalable Mesh Generation
ICCV 2025 ·
Yuxuan Wang
,
Xuanyu Yi
,
Haohan Weng
,
Qingshan Xu
,
Xiaokang Wei
,
Xianghui Yang
,
Chunchao Guo
,
Long Chen
, Hanwang Zhang
On Path to Multimodal Generalist: General-Level and General-Bench
ICML 2025 ·
Hao Fei
,
Yuan Zhou
,
Juncheng Li
,
Xiangtai Li
,
Qingshan Xu
,
Bobo Li
,
Shengqiong Wu
,
Yaoting Wang
,
Junbao Zhou
,
Jiahao Meng
,
Qingyu Shi
,
Zhiyuan Zhou
,
Liangtao Shi
,
Minghe Gao
,
Daoan Zhang
,
Zhiqi Ge
,
Siliang Tang
,
Kaihang Pan
,
Yaobo Ye
,
Haobo Yuan
,
Tao Zhang
,
Weiming Wu
,
Tianjie Ju
,
Zixiang Meng
,
Shilin Xu
,
Liyu Jia
,
Wentao Hu
,
Meng Luo
,
Jiebo Luo
,
Tat-Seng Chua
,
Shuicheng Yan
, Hanwang Zhang
Project-Probe-Aggregate: Efficient Fine-Tuning for Group Robustness
CVPR 2025 ·
Beier Zhu
,
Jiequan Cui
, Hanwang Zhang,
Chi Zhang
SGDiff: Scene Graph Guided Diffusion Model for Image Collaborative SegCaptioning
AAAI 2025 ·
Xu Zhang
,
Jin Yuan
, Hanwang Zhang,
Guojin Zhong
,
Yongsheng Zang
,
Jiacheng Lin
,
Zhiyong Li
Selftok-Zero: Reinforcement Learning for Visual Generation via Discrete and Autoregressive Visual Tokens
NeurIPS 2025 ·
Bohan Wang
,
Mingze Zhou
,
Zhongqi Yue
,
Wang Lin
,
Kaihang Pan
,
Liyu Jia
,
Wentao Hu
,
Wei Zhao
, Hanwang Zhang
Towards Semantic Equivalence of Tokenization in Multimodal LLM
ICLR 2025 ·
Shengqiong Wu
,
Hao Fei
,
Xiangtai Li
,
Jiayi Ji
, Hanwang Zhang,
Tat-Seng Chua
,
Shuicheng Yan
Unsupervised Visual Chain-of-Thought Reasoning via Preference Optimization
ICCV 2025 ·
Kesen Zhao
,
Beier Zhu
,
Qianru Sun
, Hanwang Zhang
Vinci: Deep Thinking in Text-to-Image Generation using Unified Model with Reinforcement Learning
NeurIPS 2025 ·
Wang Lin
,
Wentao Hu
,
Liyu Jia
,
Kaihang Pan
,
Majun Zhang
,
Zhou Zhao
,
Fei Wu
,
Jingyuan Chen
, Hanwang Zhang
VistaDPO: Video Hierarchical Spatial-Temporal Direct Preference Optimization for Large Video Models
ICML 2025 ·
Haojian Huang
,
Haodong Chen
,
Shengqiong Wu
,
Meng Luo
,
Jinlan Fu
,
Xinya Du
, Hanwang Zhang,
Hao Fei
Action Imitation in Common Action Space for Customized Action Image Synthesis
NeurIPS 2024 ·
Wang Lin
,
Jingyuan Chen
,
Jiaxin Shi
,
Zirun Guo
,
Yichen Zhu
,
Zehan Wang
,
Tao Jin
,
Zhou Zhao
,
Fei Wu
,
Shuicheng Yan
, Hanwang Zhang
Auto-Encoding Morph-Tokens for Multimodal LLM
ICML 2024 ·
Kaihang Pan
,
Siliang Tang
,
Juncheng Li
,
Zhaoyu Fan
,
Wei Chow
,
Shuicheng Yan
,
Tat-Seng Chua
,
Yueting Zhuang
, Hanwang Zhang
Classes Are Not Equal: An Empirical Study on Image Recognition Fairness
CVPR 2024 ·
Jiequan Cui
,
Beier Zhu
,
Xin Wen
,
Xiaojuan Qi
,
Bei Yu
, Hanwang Zhang
Consistent3D: Towards Consistent High-Fidelity Text-to-3D Generation with Deterministic Sampling Prior
CVPR 2024 ·
Zike Wu
,
Pan Zhou
,
Xuanyu Yi
,
Xiaoding Yuan
, Hanwang Zhang
Decoupled Kullback-Leibler Divergence Loss
NeurIPS 2024 ·
Jiequan Cui
,
Zhuotao Tian
,
Zhisheng Zhong
,
Xiaojuan Qi
,
Bei Yu
, Hanwang Zhang
Diffusion Time-step Curriculum for One Image to 3D Generation
CVPR 2024 ·
Xuanyu Yi
,
Zike Wu
,
Qingshan Xu
,
Pan Zhou
,
Joo-Hwee Lim
, Hanwang Zhang
Disco: Disentangled Control for Realistic Human Dance Generation
CVPR 2024 ·
Tan Wang
,
Linjie Li
,
Kevin Lin
,
Yuanhao Zhai
,
Chung-Ching Lin
,
Zhengyuan Yang
, Hanwang Zhang,
Zicheng Liu
,
Lijuan Wang
Discriminative Probing and Tuning for Text-to-Image Generation
CVPR 2024 ·
Leigang Qu
,
Wenjie Wang
,
Yongqi Li
, Hanwang Zhang,
Liqiang Nie
,
Tat-Seng Chua
Distributionally Generative Augmentation for Fair Facial Attribute Classification
CVPR 2024 ·
Fengda Zhang
,
Qianpei He
,
Kun Kuang
,
Jiashuo Liu
,
Long Chen
,
Chao Wu
,
Jun Xiao
, Hanwang Zhang
Doubly Abductive Counterfactual Inference for Text-Based Image Editing
CVPR 2024 ·
Xue Song
,
Jiequan Cui
, Hanwang Zhang,
Jingjing Chen
,
Richang Hong
,
Yu-Gang Jiang
Dual-Perspective Knowledge Enrichment for Semi-supervised 3D Object Detection
AAAI 2024 ·
Yucheng Han
,
Na Zhao
,
Weiling Chen
,
Keng Teck Ma
, Hanwang Zhang
Dysen-VDM: Empowering Dynamics-Aware Text-to-Video Diffusion with LLMs
CVPR 2024 ·
Hao Fei
,
Shengqiong Wu
,
Wei Ji
, Hanwang Zhang,
Tat-Seng Chua
Enhancing Zero-Shot Vision Models by Label-Free Prompt Distribution Learning and Bias Correcting
NeurIPS 2024 ·
Xingyu Zhu
,
Beier Zhu
,
Yi Tan
,
Shuo Wang
,
Yanbin Hao
, Hanwang Zhang
Exploring Diffusion Time-steps for Unsupervised Representation Learning
ICLR 2024 ·
Zhongqi Yue
,
Jiankun Wang
,
Qianru Sun
,
Lei Ji
,
Eric I-Chao Chang
, Hanwang Zhang
Few-Shot Learner Parameterization by Diffusion Time-Steps
CVPR 2024 ·
Zhongqi Yue
,
Pan Zhou
,
Richang Hong
, Hanwang Zhang,
Qianru Sun
Few-Shot NeRF by Adaptive Rendering Loss Regularization
ECCV 2024 ·
Qingshan Xu
,
Xuanyu Yi
,
Jianyao Xu
,
Wenbing Tao
,
Yew-Soon Ong
, Hanwang Zhang
Fine-tuning Multimodal LLMs to Follow Zero-shot Demonstrative Instructions
ICLR 2024 ·
Juncheng Li
,
Kaihang Pan
,
Zhiqi Ge
,
Minghe Gao
,
Wei Ji
,
Wenqiao Zhang
,
Tat-Seng Chua
,
Siliang Tang
, Hanwang Zhang,
Yueting Zhuang
From Multimodal LLM to Human-level AI: Modality, Instruction, Reasoning and Beyond
ACM MM 2024 ·
Hao Fei
,
Xiangtai Li
,
Haotian Liu
,
Fuxiao Liu
,
Zhuosheng Zhang
, Hanwang Zhang,
Shuicheng Yan
Instruction Tuning-Free Visual Token Complement for Multimodal LLMs
ECCV 2024 ·
Dongsheng Wang
,
Jiequan Cui
,
Miaoge Li
,
Wang Lin
,
Bo Chen
, Hanwang Zhang
Lever LM: Configuring In-Context Sequence to Lever Large Vision Language Models
NeurIPS 2024 ·
Xu Yang
,
Yingzhe Peng
,
Haoxuan Ma
,
Shuo Xu
,
Chi Zhang
,
Yucheng Han
, Hanwang Zhang
MGNet: Learning Correspondences via Multiple Graphs
AAAI 2024 ·
Luanyuan Dai
,
Xiaoyu Du
, Hanwang Zhang,
Jinhui Tang
MVGamba: Unify 3D Content Generation as State Space Sequence Modeling
NeurIPS 2024 ·
Xuanyu Yi
,
Zike Wu
,
Qiuhong Shen
,
Qingshan Xu
,
Pan Zhou
,
Joo-Hwee Lim
,
Shuicheng Yan
,
Xinchao Wang
, Hanwang Zhang
Non-confusing Generation of Customized Concepts in Diffusion Models
ICML 2024 ·
Wang Lin
,
Jingyuan Chen
,
Jiaxin Shi
,
Yichen Zhu
,
Chen Liang
,
Junzhong Miao
,
Tao Jin
,
Zhou Zhao
,
Fei Wu
,
Shuicheng Yan
, Hanwang Zhang
Rethinking and Improving Visual Prompt Selection for In-Context Learning Segmentation
ECCV 2024 ·
Wei Suo
,
Lanqing Lai
,
Mengyang Sun
, Hanwang Zhang,
Peng Wang
,
Yanning Zhang
Robust Fine-tuning of Zero-shot Models via Variance Reduction
NeurIPS 2024 ·
Beier Zhu
,
Jiequan Cui
, Hanwang Zhang
Selective Vision-Language Subspace Projection for Few-shot CLIP
ACM MM 2024 ·
Xingyu Zhu
,
Beier Zhu
,
Yi Tan
,
Shuo Wang
,
Yanbin Hao
, Hanwang Zhang
Towards Unified Multimodal Editing with Enhanced Knowledge Collaboration
NeurIPS 2024 ·
Kaihang Pan
,
Zhaoyu Fan
,
Juncheng Li
,
Qifan Yu
,
Hao Fei
,
Siliang Tang
,
Richang Hong
, Hanwang Zhang,
Qianru Sun
Unified Generative and Discriminative Training for Multi-modal Large Language Models
NeurIPS 2024 ·
Wei Chow
,
Juncheng Li
,
Qifan Yu
,
Kaihang Pan
,
Hao Fei
,
Zhiqi Ge
,
Shuai Yang
,
Siliang Tang
, Hanwang Zhang,
Qianru Sun
Video-of-Thought: Step-by-Step Video Reasoning from Perception to Cognition
ICML 2024 ·
Hao Fei
,
Shengqiong Wu
,
Wei Ji
, Hanwang Zhang,
Meishan Zhang
,
Mong-Li Lee
,
Wynne Hsu
View-Consistent 3D Editing with Gaussian Splatting
ECCV 2024 ·
Yuxuan Wang
,
Xuanyu Yi
,
Zike Wu
,
Na Zhao
,
Long Chen
, Hanwang Zhang
Vitron: A Unified Pixel-level Vision LLM for Understanding, Generating, Segmenting, Editing
NeurIPS 2024 ·
Hao Fei
,
Shengqiong Wu
, Hanwang Zhang,
Tat-Seng Chua
,
Shuicheng Yan