← Authors

Hanwang Zhang

138 papers · 2015–2026 · 12 conferences · across top CS/AI conferences

Achievements

🧭 Keyword Pioneer 🐣 Hot Topic Early Bird 🐝 Cross-Pollinator (10) πŸƒ Academic Marathon (11) 🌍 Conference Polyglot (12) 🌈 Renaissance Researcher (6) πŸŒ‰ Interdisciplinary Bridge πŸ—ΊοΈ Taxonomy Completionist (17) 🌟 Keyword Trendsetter Combo (6) 🏠 Conference Loyalist (21) 🀝 Dynamic Duo (25) πŸ† Grand Slam πŸ‘₯ Mega-Team (32) πŸ‘‘ Triple Crown 🌱 Topic Pioneer πŸ”¬ Deep Specialist (25) πŸ† Keyword Champion (6) πŸ—ƒοΈ Keyword Collector (484) ❓ The Questioner (3) πŸš€ Conference Pioneer ⚑ Prolific Year (18) πŸ”₯ Unstoppable (12) πŸ“ˆ Trend Setter πŸ’Ž Century Club (131)

Conferences

CVPR (41) ICCV (22) NIPS (21) AAAI (17) ECCV (10) ICML (8) ACL (6) ICLR (5) IJCAI (3) IJCNLP (2) WACV (2) EMNLP (1)

Top co-authors

Qianru Sun (25) Tat-Seng Chua (18) Xian-Sheng Hua (14) Beier Zhu (13) Zhongqi Yue (13) Long Chen (12) Hao Fei (11) Yulei Niu (11) Kaihua Tang (11) Qingshan Xu (10)

Keywords

diffusion model (14) causal inference (12) vision-language model (10) knowledge distillation (9) image generation (9) visual reasoning (8) few-shot learning (8) multimodal learning (8) transfer learning (7) image captioning (7) out-of-distribution generalization (6) zero-shot learning (6) semantic segmentation (6) attention mechanism (6) weakly supervised learning (6) visual grounding (6) spurious correlation (6) visual question answering (6) scene graph (6) representation learning (5)

Papers

Personalize Your Gaussian: Consistent 3D Scene Personalization from a Single Image AAAI 2026
Object Fusion via Diffusion Time-step for Customized Image Editing with Single Example AAAI 2026
Learning to Animate Images from A Few Videos to Portray Delicate Human Actions WACV 2026
DEPO: Dual-Efficiency Preference Optimization for LLM Agents AAAI 2026
Hierarchical Semantic Alignment for Image Clustering AAAI 2026
DragNeXt: Rethinking Drag-Based Image Editing AAAI 2026
NeuSpring: Neural Spring Fields for Reconstruction and Simulation of Deformable Objects from Videos AAAI 2026
Pushing Rendering Boundaries: Hard Gaussian Splatting AAAI 2026
AnyEdit: Mastering Unified High-Quality Image Editing for Any Idea CVPR 2025
Generative Multimodal Pretraining with Discrete Diffusion Timestep Tokens CVPR 2025
A Closer Look at Time Steps is Worthy of Triple Speed-Up for Diffusion Model Training CVPR 2025
CARE Transformer: Mobile-Friendly Linear Visual Transformer via Decoupled Dual Interaction CVPR 2025
3D Question Answering via only 2D Vision-Language Models ICML 2025
On Path to Multimodal Generalist: General-Level and General-Bench ICML 2025
Towards Semantic Equivalence of Tokenization in Multimodal LLM ICLR 2025
Distilling Parallel Gradients for Fast ODE Solvers of Diffusion Models ICCV 2025
Dynamic Multimodal Prototype Learning in Vision-Language Models ICCV 2025
Unsupervised Visual Chain-of-Thought Reasoning via Preference Optimization ICCV 2025
Nautilus: Locality-aware Autoencoder for Scalable Mesh Generation ICCV 2025
Corvid: Improving Multimodal Large Language Models Towards Chain-of-Thought Reasoning ICCV 2025
$\mathcalVista\mathcalDPO$: Video Hierarchical Spatial-Temporal Direct Preference Optimization for Large Video Models ICML 2025
Ca2-VDM: Efficient Autoregressive Video Diffusion Model with Causal Generation and Cache Sharing ICML 2025
SGDiff: Scene Graph Guided Diffusion Model for Image Collaborative SegCaptioning AAAI 2025
Learning 4D Panoptic Scene Graph Generation from Rich 2D Visual Scene CVPR 2025
Project-Probe-Aggregate: Efficient Fine-Tuning for Group Robustness CVPR 2025
Few-shot NeRF by Adaptive Rendering Loss Regularization ECCV 2024
Enhancing Zero-Shot Vision Models by Label-Free Prompt Distribution Learning and Bias Correcting NIPS 2024
MVGamba: Unify 3D Content Generation as State Space Sequence Modeling NIPS 2024
Action Imitation in Common Action Space for Customized Action Image Synthesis NIPS 2024
Unified Generative and Discriminative Training for Multi-modal Large Language Models NIPS 2024
Vitron: A Unified Pixel-level Vision LLM for Understanding, Generating, Segmenting, Editing NIPS 2024
Decoupled Kullback-Leibler Divergence Loss NIPS 2024
Robust Fine-tuning of Zero-shot Models via Variance Reduction NIPS 2024
Lever LM: Configuring In-Context Sequence to Lever Large Vision Language Models NIPS 2024
Towards Unified Multimodal Editing with Enhanced Knowledge Collaboration NIPS 2024
Dual-Perspective Knowledge Enrichment for Semi-supervised 3D Object Detection AAAI 2024
MGNet: Learning Correspondences via Multiple Graphs AAAI 2024
Doubly Abductive Counterfactual Inference for Text-based Image Editing CVPR 2024
Dysen-VDM: Empowering Dynamics-aware Text-to-Video Diffusion with LLMs CVPR 2024
Consistent3D: Towards Consistent High-Fidelity Text-to-3D Generation with Deterministic Sampling Prior CVPR 2024
DisCo: Disentangled Control for Realistic Human Dance Generation CVPR 2024
Discriminative Probing and Tuning for Text-to-Image Generation CVPR 2024
Few-shot Learner Parameterization by Diffusion Time-steps CVPR 2024
Distributionally Generative Augmentation for Fair Facial Attribute Classification CVPR 2024
Classes Are Not Equal: An Empirical Study on Image Recognition Fairness CVPR 2024
Diffusion Time-step Curriculum for One Image to 3D Generation CVPR 2024
View-Consistent 3D Editing with Gaussian Splatting ECCV 2024
Rethinking and Improving Visual Prompt Selection for In-Context Learning Segmentation Framework ECCV 2024
Instruction Tuning-free Visual Token Complement for Multimodal LLMs ECCV 2024
Exploring Diffusion Time-steps for Unsupervised Representation Learning ICLR 2024
Fine-tuning Multimodal LLMs to Follow Zero-shot Demonstrative Instructions ICLR 2024
Video-of-Thought: Step-by-Step Video Reasoning from Perception to Cognition ICML 2024
Non-confusing Generation of Customized Concepts in Diffusion Models ICML 2024
Auto-Encoding Morph-Tokens for Multimodal LLM ICML 2024
Hypothetical Training for Robust Machine Reading Comprehension of Tabular Context ACL 2023
Counterfactual Active Learning for Out-of-Distribution Generalization ACL 2023
Learning Trajectory-Word Alignments for Video-Language Tasks ICCV 2023
Invariant Feature Regularization for Fair Face Recognition ICCV 2023
Semantic Scene Completion With Cleaner Self CVPR 2023
Unbiased Multiple Instance Learning for Weakly Supervised Video Anomaly Detection CVPR 2023
Mitigating and Evaluating Static Bias of Action Representations in the Background and the Foreground ICCV 2023
Debiased Fine-Tuning for Vision-Language Models by Prompt Regularization AAAI 2023
Invariant Training 2D-3D Joint Hard Samples for Few-Shot Point Cloud Recognition ICCV 2023
Equivariant Similarity for Vision-Language Foundation Models ICCV 2023
Tuning Multi-mode Token-level Prompt Alignment across Modalities NIPS 2023
Make the U in UDA Matter: Invariant Consistency Learning for Unsupervised Domain Adaptation NIPS 2023
Prompt-aligned Gradient for Prompt Tuning ICCV 2023
Compositional Prompt Tuning with Motion Cues for Open-vocabulary Video Relation Detection ICLR 2023
Imagine That! Abstract-to-Intricate Text-to-Image Synthesis with Scene Graph Hallucination Diffusion NIPS 2023
Generalized Logit Adjustment: Calibrating Fine-tuned Models by Removing Label Bias in Foundation Models NIPS 2023
Bootstrap Your Own Prior: Towards Distribution-Agnostic Novel Class Discovery CVPR 2023
Random Boxes Are Open-world Object Detectors ICCV 2023
Identifying Hard Noise in Long-Tailed Sample Distribution ECCV 2022
Respecting Transfer Gap in Knowledge Distillation NIPS 2022
Certified Robustness Against Natural Language Attacks by Causal Intervention ICML 2022
On Non-Random Missing Labels in Semi-Supervised Learning ICLR 2022
Class Re-Activation Maps for Weakly-Supervised Semantic Segmentation CVPR 2022
Deconfounded Visual Grounding AAAI 2022
KQA Pro: A Dataset with Explicit Compositional Programs for Complex Question Answering over Knowledge Base ACL 2022
Learning to Imagine: Integrating Counterfactual Thinking in Neural Discrete Reasoning ACL 2022
Cross-Domain Empirical Risk Minimization for Unbiased Long-Tailed Classification AAAI 2022
Equivariance and Invariance Inductive Bias for Learning from Insufficient Data ECCV 2022
Invariant Feature Learning for Generalized Long-Tailed Classification ECCV 2022
Class Is Invariant to Context and Vice Versa: On Learning Invariance for Out-of-Distribution Generalization ECCV 2022
Self-Regulation for Semantic Segmentation ICCV 2021
Distilling Causal Effect of Data in Class-Incremental Learning CVPR 2021
Counterfactual VQA: A Cause-Effect Look at Language Bias CVPR 2021
The Blessings of Unlabeled Background in Untrimmed Videos CVPR 2021
Causal Attention for Vision-Language Tasks CVPR 2021
Are Missing Links Predictable? An Inferential Benchmark for Knowledge Graph Completion IJCNLP 2021
Empowering Language Understanding with Counterfactual Reasoning IJCNLP 2021
Empowering Language Understanding with Counterfactual Reasoning ACL 2021
Are Missing Links Predictable? An Inferential Benchmark for Knowledge Graph Completion ACL 2021
Self-Supervised Learning Disentangled Group Representation as Feature NIPS 2021
TransferNet: An Effective and Transparent Framework for Multi-hop Question Answering over Relation Graph EMNLP 2021
Transporting Causal Mechanisms for Unsupervised Domain Adaptation ICCV 2021
Counterfactual Zero-Shot and Open-Set Visual Recognition CVPR 2021
Causal Attention for Unbiased Visual Recognition ICCV 2021
Auto-Parsing Network for Image Captioning and Visual Question Answering ICCV 2021
Ref-NMS: Breaking Proposal Bottlenecks in Two-Stage Referring Expression Grounding AAAI 2021
Introspective Distillation for Robust Question Answering NIPS 2021
How Should Pre-Trained Language Models Be Fine-Tuned Towards Adversarial Robustness? NIPS 2021
Long-Tailed Classification by Keeping the Good and Removing the Bad Momentum Causal Effect NIPS 2020
Interventional Few-Shot Learning NIPS 2020
Counterfactual Samples Synthesizing for Robust Visual Question Answering CVPR 2020
Learning Filter Pruning Criteria for Deep Convolutional Neural Networks Acceleration CVPR 2020
Feature Pyramid Transformer ECCV 2020
More Grounded Image Captioning by Distilling Image-Text Matching Model CVPR 2020
Stochastic Dynamics for Video Infilling WACV 2020
Learning to Segment the Tail CVPR 2020
General Partial Label Learning via Dual Bipartite Graph Autoencoder AAAI 2020
Unbiased Scene Graph Generation From Biased Training CVPR 2020
Causal Intervention for Weakly-Supervised Semantic Segmentation NIPS 2020
Two Causal Principles for Improving Visual Dialog CVPR 2020
Iterative Context-Aware Graph Inference for Visual Dialog CVPR 2020
Visual Commonsense R-CNN CVPR 2020
Learning to Collocate Neural Modules for Image Captioning ICCV 2019
DeepChannel: Salience Estimation by Contrastive Learning for Extractive Document Summarization AAAI 2019
Learning to Embed Sentences Using Attentive Recursive Trees AAAI 2019
Learning to Compose Dynamic Tree Structures for Visual Contexts CVPR 2019
Recursive Visual Attention in Visual Dialog CVPR 2019
Explainable and Explicit Visual Reasoning Over Scene Graphs CVPR 2019
Auto-Encoding Scene Graphs for Image Captioning CVPR 2019
Learning to Assemble Neural Module Tree Networks for Visual Grounding ICCV 2019
Counterfactual Critic Multi-Agent Training for Scene Graph Generation ICCV 2019
Making History Matter: History-Advantage Sequence Training for Visual Dialog ICCV 2019
Grounding Referring Expressions in Images by Variational Context CVPR 2018
Low-shot Learning via Covariance-Preserving Adversarial Augmentation Networks NIPS 2018
Multi-Level Policy and Reward Reinforcement Learning for Image Captioning IJCAI 2018
Discrete Factorization Machines for Fast Feature-based Recommendation IJCAI 2018
Zero-Shot Visual Recognition Using Semantics-Preserving Adversarial Embedding Networks CVPR 2018
Shuffle-Then-Assemble: Learning Object-Agnostic Visual Relationship Features ECCV 2018
SCA-CNN: Spatial and Channel-Wise Attention in Convolutional Networks for Image Captioning CVPR 2017
PPR-FCN: Weakly Supervised Visual Relation Detection via Parallel Pairwise R-FCN ICCV 2017
Attentional Factorization Machines: Learning the Weight of Feature Interactions via Attention Networks IJCAI 2017
Visual Translation Embedding Network for Visual Relation Detection CVPR 2017
Online Collaborative Learning for Open-Vocabulary Visual Classifiers CVPR 2016
Learning Image and User Features for Recommendation in Social Networks ICCV 2015