← Authors

Han Hu

90 papers · 2013–2026 · 11 conferences · across top CS/AI conferences

Achievements

🧭 Keyword Pioneer 🌍 Conference Polyglot (11) πŸ—ΊοΈ Taxonomy Completionist (106) 🌈 Renaissance Researcher (10) πŸŒ‰ Interdisciplinary Bridge 🐝 Cross-Pollinator (14) 🐣 Hot Topic Early Bird πŸƒ Academic Marathon (12) 🏠 Conference Loyalist (28) 🀝 Dynamic Duo (31) πŸ† Grand Slam πŸ‘₯ Mega-Team (33) πŸ”¬ Deep Specialist (19) 🧬 Topic Evolution πŸ† Keyword Champion (3) πŸš€ Conference Pioneer πŸ—ƒοΈ Keyword Collector (306) ❓ The Questioner πŸ’Ž Century Club (89) πŸ”₯ Unstoppable (9) ⚑ Prolific Year (28) πŸ“ˆ Trend Setter

Conferences

CVPR (28) ICCV (17) NIPS (16) ECCV (8) ICLR (5) ICML (4) AAAI (3) EMNLP (3) IJCAI (3) WACV (2) JMLR (1)

Top co-authors

Zheng Zhang (31) Yue Cao (21) Yutong Lin (13) Stephen Lin (12) Fangyun Wei (10) Yixuan Wei (9) Zhenda Xie (9) Houwen Peng (8) Ze Liu (8) Qi Dai (8)

Research topics

Differential Privacy (1) Digital Humanities (1) Core AI (1)

Keywords

object detection (18) vision transformer (11) representation learning (11) semantic segmentation (10) knowledge distillation (7) masked image modeling (7) diffusion model (7) transfer learning (6) contrastive learning (6) image classification (6) self-supervised learning (6) federated learning (5) model compression (5) zero-shot learning (4) video recognition (3) instance segmentation (3) data augmentation (3) semi-supervised learning (3) action recognition (3) attention mechanism (3)

Papers

From Text to Simulation: A Multi-Agent LLM Workflow for Automated Chemical Process Design AAAI 2026
BigCodeBench: Benchmarking Code Generation with Diverse Function Calls and Complex Instructions ICLR 2025
Cross-Silo Feature Space Alignment for Federated Learning on Clients with Imbalanced Data AAAI 2025
Noise-Resistant Video Anomaly Detection via RGB Error-Guided Multiscale Predictive Coding and Dynamic Memory CVPR 2025
InterIDEAS: Philosophical Intertextuality via LLMs EMNLP 2025
Neural Architecture Search Driven by Locally Guided Diffusion for Personalized Federated Learning ICCV 2025
Revisit the Open Nature of Open Vocabulary Semantic Segmentation ICLR 2025
RBench: Graduate-level Multi-disciplinary Benchmarks for LLM & MLLM Complex Reasoning Evaluation ICML 2025
Targeted Low-rank Refinement: Enhancing Sparse Language Models with Precision ICML 2025
Federated Deconfounding and Debiasing Learning for Out-of-Distribution Generalization IJCAI 2025
FusionBench: A Unified Library and Comprehensive Benchmark for Deep Model Fusion JMLR 2025
DeepMIM: Deep Supervision for Masked Image Modeling WACV 2025
Data-efficient Large Vision Models through Sequential Autoregression ICML 2024
Joint Input and Output Coordination for Class-Incremental Learning IJCAI 2024
V-DETR: DETR with Vertex Relative Position Encoding for 3D Object Detection ICLR 2024
Parameter-Efficient Multi-Task Model Fusion with Partial Linearization ICLR 2024
GAIA: Zero-shot Talking Avatar Generation ICLR 2024
ScalingFilter: Assessing Data Quality through Inverse Utilization of Scaling Laws EMNLP 2024
Unsupervised Graphic Layout Grouping With Transformers WACV 2024
Multiple View Geometry Transformers for 3D Human Pose Estimation CVPR 2024
InstructDiffusion: A Generalist Modeling Interface for Vision Tasks CVPR 2024
Segment and Caption Anything CVPR 2024
POCE: Primal Policy Optimization with Conservative Estimation for Multi-constraint Offline Reinforcement Learning CVPR 2024
MotionEditor: Editing Video Motion via Content-Aware Diffusion CVPR 2024
SimDA: Simple Diffusion Adapter for Efficient Video Generation CVPR 2024
Human Pose As Compositional Tokens CVPR 2023
DETRs With Hybrid Matching CVPR 2023
iCLIP: Bridging Image Classification and Contrastive Language-Image Pre-Training for Visual Recognition CVPR 2023
ImageBrush: Learning Visual In-Context Instructions for Exemplar-Based Image Manipulation NIPS 2023
Federated Learning with Manifold Regularization and Normalized Update Reaggregation NIPS 2023
Pairwise GUI Dataset Construction Between Android Phones and Tablets NIPS 2023
One-for-All: Bridge the Gap Between Heterogeneous Architectures in Knowledge Distillation NIPS 2023
FedABC: Targeting Fair Competition in Personalized Federated Learning AAAI 2023
ResFormer: Scaling ViTs With Multi-Resolution Training CVPR 2023
TinyMIM: An Empirical Study of Distilling MIM Pre-Trained Models CVPR 2023
SeqTrack: Sequence to Sequence Learning for Visual Object Tracking CVPR 2023
EfficientViT: Memory Efficient Vision Transformer With Cascaded Group Attention CVPR 2023
SVFormer: Semi-Supervised Video Transformer for Action Recognition CVPR 2023
On Data Scaling in Masked Image Modeling CVPR 2023
Side Adapter Network for Open-Vocabulary Semantic Segmentation CVPR 2023
Revealing the Dark Secrets of Masked Image Modeling CVPR 2023
Mask-Attention-Free Transformer for 3D Instance Segmentation ICCV 2023
TinyCLIP: CLIP Distillation via Affinity Mimicking and Weight Inheritance ICCV 2023
Efficient Diffusion Training via Min-SNR Weighting Strategy ICCV 2023
Implicit Temporal Modeling with Learnable Alignment for Video Recognition ICCV 2023
Attentive Mask CLIP ICCV 2023
DETR Does Not Need Multi-Scale or Locality Design ICCV 2023
All in Tokens: Unifying Output Space of Visual Tasks via Soft Token ICCV 2023
Improving CLIP Fine-tuning Performance ICCV 2023
Improving Heterogeneous Model Reuse by Density Estimation IJCAI 2023
Revisit the Power of Vanilla Knowledge Distillation: from Small Scale to Large Scale NIPS 2023
Rank-DETR for High Quality Object Detection NIPS 2023
GlyphControl: Glyph Conditional Control for Visual Text Generation NIPS 2023
RankSeg: Adaptive Pixel Classification with Image Category Ranking for Segmentation ECCV 2022
Graph Hawkes Transformer for Extrapolated Reasoning on Temporal Knowledge Graphs EMNLP 2022
Could Giant Pre-trained Image Models Extract Universal Representations? NIPS 2022
Learning Efficient Vision Transformers via Fine-Grained Manifold Distillation NIPS 2022
Expediting Large-Scale Vision Transformer for Dense Prediction without Fine-tuning NIPS 2022
Video Swin Transformer CVPR 2022
SimMIM: A Simple Framework for Masked Image Modeling CVPR 2022
Swin Transformer V2: Scaling Up Capacity and Resolution CVPR 2022
"A Simple Approach and Benchmark for 21,000-Category Object Detection" ECCV 2022
A Simple Baseline for Open-Vocabulary Semantic Segmentation with Pre-trained Vision-Language Model ECCV 2022
Swin Transformer: Hierarchical Vision Transformer Using Shifted Windows ICCV 2021
End-to-End Semi-Supervised Object Detection With Soft Teacher ICCV 2021
Bootstrap Your Object Detector via Mixed Training NIPS 2021
Semi-Supervised Semantic Segmentation via Adaptive Equalization Learning NIPS 2021
Aligning Pretraining for Detection via Object-Level Contrastive Learning NIPS 2021
Propagate Yourself: Exploring Pixel-Level Consistency for Unsupervised Visual Representation Learning CVPR 2021
Capsule Network Is Not More Robust Than Convolutional Network CVPR 2021
Group-Free 3D Object Detection via Transformers ICCV 2021
A Closer Look at Local Aggregation Operators in Point Cloud Analysis ECCV 2020
Negative Margin Matters: Understanding Margin in Few-shot Classification ECCV 2020
Memory Enhanced Global-Local Aggregation for Video Object Detection CVPR 2020
Parametric Instance Classification for Unsupervised Visual Feature learning NIPS 2020
Scalable Differential Privacy with Certified Robustness in Adversarial Learning ICML 2020
RepPoints v2: Verification Meets Regression for Object Detection NIPS 2020
RelationNet++: Bridging Visual Representations for Object Detection via Transformer Decoder NIPS 2020
Disentangled Non-local Neural Networks ECCV 2020
Dense RepPoints: Representing Visual Objects with Dense Point Sets ECCV 2020
Local Relation Networks for Image Recognition ICCV 2019
Deformable ConvNets V2: More Deformable, Better Results CVPR 2019
RepPoints: Point Set Representation for Object Detection ICCV 2019
Spatial-Temporal Relation Networks for Multi-Object Tracking ICCV 2019
Relation Networks for Object Detection CVPR 2018
Learning Region Features for Object Detection ECCV 2018
Deformable Convolutional Networks ICCV 2017
WordSup: Exploiting Word Annotations for Character Based Text Detection ICCV 2017
Smooth Representation Clustering CVPR 2014
Pose from Flow and Flow from Pose CVPR 2013