← Authors

Dongdong Chen

88 papers · 2017–2026 · 13 conferences · across top CS/AI conferences

Achievements

🧭 Keyword Pioneer 🐣 Hot Topic Early Bird πŸ—ΊοΈ Taxonomy Completionist (120) 🌈 Renaissance Researcher (8) 🐝 Cross-Pollinator (5) πŸƒ Academic Marathon (9) πŸŒ‰ Interdisciplinary Bridge 🌍 Conference Polyglot (13) 🌟 Keyword Trendsetter Combo (6) 🏠 Conference Loyalist (40) πŸ“› The Namer πŸ† Grand Slam 🀝 Dynamic Duo (43) πŸ‘₯ Mega-Team (20) πŸ‘‘ Triple Crown πŸ”¬ Deep Specialist (15) 🧬 Topic Evolution πŸ† Keyword Champion (2) πŸ—ƒοΈ Keyword Collector (340) πŸ“ˆ Trend Setter πŸš€ Conference Pioneer πŸ”₯ Unstoppable (10) ❓ The Questioner ⚑ Prolific Year (12) πŸ’Ž Century Club (86)

Conferences

CVPR (40) ICCV (13) NIPS (9) ECCV (7) AAAI (6) ICML (3) MICCAI (3) ICLR (2) EMNLP (1) IJCAI (1) JMLR (1) NAACL (1) WACV (1)

Top co-authors

Lu Yuan (43) Nenghai Yu (31) Weiming Zhang (20) Jing Liao (19) Xiyang Dai (19) Yinpeng Chen (18) Mengchen Liu (16) Jianmin Bao (15) Xiaoyi Dong (14) Dong Chen (13)

Keywords

contrastive learning (8) image generation (7) self-supervised learning (7) diffusion model (7) multimodal learning (6) adversarial attack (6) transfer learning (6) video understanding (5) semantic segmentation (5) object detection (5) image inpainting (5) unsupervised learning (5) domain adaptation (5) vision transformer (5) convolutional neural network (4) few-shot learning (4) attention mechanism (4) image editing (3) zero-shot learning (3) text-to-image generation (3)

Papers

MageBench: Bridging Large Multimodal Models to Agents WACV 2026
MagicPaint: Operate Anything for Image Inpainting with Diffusion Model AAAI 2026
LLM2CLIP: Powerful Language Model Unlocks Richer Cross-Modality Representation AAAI 2026
UNICL-SAM: Uncertainty-Driven In-Context Segmentation with Part Prototype Discovery CVPR 2025
SmartEraser: Remove Anything from Images using Masked-Region Guidance CVPR 2025
Olympus: A Universal Task Router for Computer Vision Tasks CVPR 2025
Show and Segment: Universal Medical Image Segmentation via In-Context Learning CVPR 2025
I2V3D: Controllable Image-to-video Generation with 3D Guidance ICCV 2025
FreeFlux: Understanding and Exploiting Layer-Specific Roles in RoPE-Based MMDiT for Versatile Image Editing ICCV 2025
ProLongVid: A Simple but Strong Baseline for Long-context Video Instruction Tuning EMNLP 2025
RSAD: Region-Specific Anomaly Detection in fMRI for Disease Diagnosis MICCAI 2025
Exploring Invariance in Images through One-way Wave Equations ICML 2025
VLM4D: Towards Spatiotemporal Awareness in Vision Language Models ICCV 2025
Equivariant Multi-Modality Image Fusion CVPR 2024
Image Fusion via Vision-Language Model ICML 2024
Self-supervised Learning with Adaptive Graph Structure and Function Representation For Cross-Dataset Brain Disorder Diagnosis MICCAI 2024
Affinity Learning Based Brain Function Representation for Disease Diagnosis MICCAI 2024
Sub-Adjacent Transformer: Improving Time Series Anomaly Detection with Reconstruction Error from Sub-Adjacent Neighborhoods IJCAI 2024
i-Code V2: An Autoregressive Generation Framework over Vision, Language, and Speech Data NAACL 2024
Towards More Unified In-context Visual Understanding CVPR 2024
OmniViD: A Generative Framework for Universal Video Understanding CVPR 2024
Exploring Pre-trained Text-to-Video Diffusion Models for Referring Video Object Segmentation ECCV 2024
Diversity-Aware Meta Visual Prompting CVPR 2023
Masked Video Distillation: Rethinking Masked Feature Modeling for Self-Supervised Video Representation Learning CVPR 2023
MaskCLIP: Masked Self-Distillation Advances Contrastive Language-Image Pretraining CVPR 2023
Streaming Video Model CVPR 2023
Improving Commonsense in Vision-Language Models via Knowledge Graph Riddles CVPR 2023
Detection Hub: Unifying Object Detection Datasets via Query Adaptation on Language Embedding CVPR 2023
Improving Adversarial Robustness of Masked Autoencoders via Test-time Frequency-domain Prompting ICCV 2023
Sensing Theorems for Unsupervised Learning in Linear Inverse Problems JMLR 2023
X-Paste: Revisiting Scalable Copy-Paste for Instance Segmentation using CLIP and StableDiffusion ICML 2023
Layer Grafted Pre-training: Bridging Contrastive Learning And Masked Image Modeling For Label-Efficient Representations ICLR 2023
AvatarCraft: Transforming Text into Neural Human Avatars with Parameterized Shape and Pose Control ICCV 2023
Uni-ControlNet: All-in-One Control to Text-to-Image Diffusion Models NIPS 2023
Learning from Rich Semantics and Coarse Locations for Long-tailed Object Detection NIPS 2023
PeCo: Perceptual Codebook for BERT Pre-training of Vision Transformers AAAI 2023
HairCLIPv2: Unifying Hair Editing via Proxy Feature Blending ICCV 2023
Frido: Feature Pyramid Diffusion for Complex Scene Image Synthesis AAAI 2023
i-Code: An Integrative and Composable Multimodal Learning Framework AAAI 2023
Look Before You Match: Instance Understanding Matters in Video Object Segmentation CVPR 2023
HairCLIP: Design Your Hair by Text and Reference Image CVPR 2022
Unsupervised Learning From Incomplete Measurements for Inverse Problems NIPS 2022
OmniVL: One Foundation Model for Image-Language and Video-Language Tasks NIPS 2022
REVIVE: Regional Visual Representation Matters in Knowledge-Based Visual Question Answering NIPS 2022
Mobile-Former: Bridging MobileNet and Transformer CVPR 2022
CLIP-NeRF: Text-and-Image Driven Manipulation of Neural Radiance Fields CVPR 2022
CSWin Transformer: A General Vision Transformer Backbone With Cross-Shaped Windows CVPR 2022
Reduce Information Loss in Transformers for Pluralistic Image Inpainting CVPR 2022
Large-Scale Pre-Training for Person Re-Identification With Noisy Labels CVPR 2022
BEVT: BERT Pretraining of Video Transformers CVPR 2022
Shape-Invariant 3D Adversarial Point Clouds CVPR 2022
Bringing Old Films Back to Life CVPR 2022
Robust Equivariant Imaging: A Fully Unsupervised Framework for Learning To Image From Noisy and Partial Measurements CVPR 2022
General Facial Representation Learning in a Visual-Linguistic Manner CVPR 2022
Vector Quantized Diffusion Model for Text-to-Image Synthesis CVPR 2022
Protecting Celebrities From DeepFake With Identity Consistency Transformer CVPR 2022
Should All Proposals Be Treated Equally in Object Detection? ECCV 2022
Bootstrapped Masked Autoencoders for Vision BERT Pretraining ECCV 2022
Multi-Attentional Deepfake Detection CVPR 2021
Improved Image Matting via Real-Time User Clicks and Uncertainty Estimation CVPR 2021
Dynamic Head: Unifying Object Detection Heads With Attentions CVPR 2021
Stronger NAS with Weaker Predictors NIPS 2021
Unsupervised Pre-Training for Person Re-Identification CVPR 2021
Learning With Noisy Labels for Robust Point Cloud Segmentation ICCV 2021
High-Fidelity Pluralistic Image Completion With Transformers ICCV 2021
Equivariant Imaging: Learning Beyond the Range Space ICCV 2021
MicroNet: Improving Image Recognition With Extremely Low FLOPs ICCV 2021
Improve Unsupervised Pretraining for Few-Label Transfer ICCV 2021
Revisiting Dynamic Convolution via Matrix Decomposition ICLR 2021
Diverse Semantic Image Synthesis via Probability Distribution Modeling CVPR 2021
Passport-aware Normalization for Deep Model Protection NIPS 2020
DA-NAS: Data Adapted Pruning for Efficient Neural Architecture Search ECCV 2020
Dynamic ReLU ECCV 2020
Robust Superpixel-Guided Attentional Adversarial Attack CVPR 2020
LG-GAN: Label Guided Adversarial Network for Flexible Targeted Attack of Point Cloud Based Deep Networks CVPR 2020
Bringing Old Photos Back to Life CVPR 2020
Model Watermarking for Image Processing Networks AAAI 2020
Deep Decomposition Learning for Inverse Imaging Problems ECCV 2020
GreedyFool: Distortion-Aware Sparse Adversarial Attack NIPS 2020
Density-Aware Graph for Deep Semi-Supervised Visual Recognition CVPR 2020
Self-Robust 3D Point Recognition via Gather-Vector Guidance CVPR 2020
Dynamic Convolution: Attention Over Convolution Kernels CVPR 2020
Transductive Zero-Shot Learning with Visual Structure Constraint NIPS 2019
Once a MAN: Towards Multi-Target Attack via Learning Multi-Target Adversarial Network Once ICCV 2019
Decouple Learning for Parameterized Image Operators ECCV 2018
Stereoscopic Neural Style Transfer CVPR 2018
StyleBank: An Explicit Representation for Neural Image Style Transfer CVPR 2017
Coherent Online Video Style Transfer ICCV 2017