Wenhan Yang

61 papers · 2017–2026 · 9 conferences · across top CS/AI conferences

Achievements

🗺️ Taxonomy Completionist (84) 🌍 Conference Polyglot (9) 🏃 Academic Marathon (8) 🌈 Renaissance Researcher (6) 🌉 Interdisciplinary Bridge 🧭 Keyword Pioneer 🐣 Hot Topic Early Bird 🐝 Cross-Pollinator (4) 🤝 Dynamic Duo (17) 👑 Triple Crown 🏆 Grand Slam 🔬 Deep Specialist (31) 🧬 Topic Evolution 🏆 Keyword Champion (5) ❓ The Questioner (2) 🗃️ Keyword Collector (249) 🔥 Unstoppable (9) 💎 Century Club (60) ⚡ Prolific Year (19)

Conferences

CVPR (18) AAAI (16) ICCV (7) ECCV (5) ICML (5) NIPS (4) ICLR (3) IJCAI (2) UAI (1)

Top co-authors

Jiaying Liu (17) Alex C. Kot (10) Yi Yu (9) Yufei Wang (9) Robby T. Tan (7) Bihan Wen (6) Shiqi Wang (6) Lanqing Guo (6) Song Xia (5) Alex Kot (5)

Research topics

Keywords

image restoration (23) rain removal (5) self-supervised learning (5) diffusion model (5) low-light image enhancement (5) domain adaptation (5) image compression (4) image deraining (4) generative model (4) video deraining (4) backdoor attack (3) shadow removal (3) contrastive learning (3) adversarial attack (3) zero-shot learning (3) rain streak removal (3) knowledge distillation (3) multimodal learning (3) recurrent neural network (3) rate-distortion optimization (3)

Papers

Event-Guided Super-Resolving Blurry Image via Asymmetric Integral Driven Consistency AAAI 2026

Fast Omni-Directional Image Super-Resolution: Adapting the Implicit Image Function with Pixel and Semantic-Wise Spherical Geometric Priors AAAI 2025

Theoretical Insights in Model Inversion Robustness and Conditional Entropy Maximization for Collaborative Inference Systems CVPR 2025

MTL-UE: Learning to Learn Nothing for Multi-Task Learning ICML 2025

Privacy-Shielded Image Compression: Defending Against Exploitation from Vision-Language Pretrained Models ICML 2025

UP-Restorer: When Unrolling Meets Prompts for Unified Image Restoration AAAI 2025

Unified Coding for Both Human Perception and Generalized Machine Analytics with CLIP Supervision AAAI 2025

Backdoor Attacks Against No-Reference Image Quality Assessment Models via a Scalable Trigger AAAI 2025

Mini-batch Coresets for Memory-efficient Language Model Training on Data Mixtures ICLR 2025

Which Tasks Should Be Compressed Together? A Causal Discovery Approach for Efficient Multi-Task Representation Compression ICLR 2025

AFUNet: Cross-Iterative Alignment-Fusion Synergy for HDR Reconstruction via Deep Unfolding Paradigm ICCV 2025

Cross-Granularity Online Optimization with Masked Compensated Information for Learned Image Compression ICCV 2025

PRE-Mamba: A 4D State Space Model for Ultra-High-Frequent Event Camera Deraining ICCV 2025

Adaptive Dual Uncertainty Optimization: Boosting Monocular 3D Object Detection under Test-Time Shifts ICCV 2025

ColNeRF: Collaboration for Generalizable Sparse Input Neural Radiance Field AAAI 2024

Solving Diffusion ODEs with Optimal Boundary Conditions for Better Image Super-Resolution ICLR 2024

Graph Contrastive Learning under Heterophily via Graph Filters UAI 2024

E3M: Zero-Shot Spatio-Temporal Video Grounding with Expectation-Maximization Multimodal Modulation ECCV 2024

A Unified Image Compression Method for Human Perception and Multiple Vision Tasks ECCV 2024

Purify Unlearnable Examples via Rate-Constrained Variational Autoencoders ICML 2024

Better Safe than Sorry: Pre-training CLIP against Targeted Data Poisoning and Backdoor Attacks ICML 2024

Misalignment-Robust Frequency Distribution Loss for Image Transformation CVPR 2024

Correcting Diffusion-Based Perceptual Image Compression with Privileged End-to-End Decoder ICML 2024

Region-Adaptive Transform with Segmentation Prior for Image Compression ECCV 2024

Unrolled Decomposed Unpaired Learning for Controllable Low-Light Video Enhancement ECCV 2024

Transferable Adversarial Attacks on SAM and Its Downstream Models NIPS 2024

SinSR: Diffusion-Based Image Super-Resolution in a Single Step CVPR 2024

ContextGS : Compact 3D Gaussian Splatting with Anchor Level Context Model NIPS 2024

DDR: Exploiting Deep Degradation Response as Flexible Image Descriptor NIPS 2024

Local-Global Multi-Modal Distillation for Weakly-Supervised Temporal Video Grounding AAAI 2024

Omnipotent Distillation with LLMs for Weakly-Supervised Natural Language Video Localization: When Divergence Meets Consistency AAAI 2024

Seeing Dark Videos via Self-Learned Bottleneck Neural Representation AAAI 2024

DeS3: Adaptive Attention-Driven Self and Soft Shadow Removal Using ViT Similarity AAAI 2024

Robust Contrastive Language-Image Pretraining against Data Poisoning and Backdoor Attacks NIPS 2023

Cross-Modal Label Contrastive Learning for Unsupervised Audio-Visual Event Localization AAAI 2023

Estimating Reflectance Layer from a Single Image: Integrating Reflectance Guidance and Shadow/Specular Aware Learning AAAI 2023

Raw Image Reconstruction With Learned Compact Metadata CVPR 2023

Backdoor Attacks Against Deep Image Compression via Adaptive Frequency Trigger CVPR 2023

ShadowDiffusion: When Degradation Prior Meets Diffusion Model for Shadow Removal CVPR 2023

ExposureDiffusion: Learning to Expose for Low-light Image Enhancement ICCV 2023

Boundary-Aware Divide and Conquer: A Diffusion-Based Solution for Unsupervised Shadow Removal ICCV 2023

Similarity Min-Max: Zero-Shot Day-Night Domain Adaptation ICCV 2023

Dual Prompt Learning for Continual Rain Removal from Single Images IJCAI 2023

MSDN: Mutually Semantic Distillation Network for Zero-Shot Learning CVPR 2022

Unsupervised Night Image Enhancement: When Layer Decomposition Meets Light-Effects Suppression ECCV 2022

Low-Light Image Enhancement with Normalizing Flow AAAI 2022

Semantically Contrastive Learning for Low-Light Image Enhancement AAAI 2022

Semantic Compression Embedding for Generative Zero-Shot Learning IJCAI 2022

URetinex-Net: Retinex-Based Deep Unfolding Network for Low-Light Image Enhancement CVPR 2022

Neural Data-Dependent Transform for Learned Image Compression CVPR 2022

Towards Robust Rain Removal Against Adversarial Attacks: A Comprehensive Benchmark Analysis and Beyond CVPR 2022

Self-Aligned Video Deraining With Transmission-Depth Consistency CVPR 2021

HLA-Face: Joint High-Low Adaptation for Low Light Face Detection CVPR 2021

Coarse-to-Fine Hyper-Prior Modeling for Learned Image Compression AAAI 2020

Towards Scale-Free Rain Streak Removal via Self-Supervised Fractal Band Learning AAAI 2020

Self-Learning Video Rain Streak Removal: When Cyclic Consistency Meets Temporal Correspondence CVPR 2020

From Fidelity to Perceptual Quality: A Semi-Supervised Approach for Low-Light Image Enhancement CVPR 2020

Frame-Consistent Recurrent Video Deraining With Dual-Level Flow CVPR 2019

Attentive Generative Adversarial Network for Raindrop Removal From a Single Image CVPR 2018

Erase or Fill? Deep Joint Recurrent Rain Removal and Reconstruction in Videos CVPR 2018

Deep Joint Rain Detection and Removal From a Single Image CVPR 2017