He Zhang

52 papers · 2018–2026 · 12 conferences · across top CS/AI conferences

Achievements

🏃 Academic Marathon (7) 🌈 Renaissance Researcher (11) 🌍 Conference Polyglot (12) 🐝 Cross-Pollinator (4) 🐣 Hot Topic Early Bird 🌉 Interdisciplinary Bridge 🗺️ Taxonomy Completionist (12) 🧭 Keyword Pioneer 🤝 Dynamic Duo (16) 👑 Triple Crown 🏆 Grand Slam 👥 Mega-Team (22) 🔬 Deep Specialist (10) 🏆 Keyword Champion (2) 🚀 Conference Pioneer ⚡ Prolific Year (12) ❓ The Questioner 💎 Century Club (50) 🔥 Unstoppable (6) 🗃️ Keyword Collector (205)

Conferences

CVPR (18) ICML (7) AAAI (5) ICCV (4) NIPS (4) ACL (3) ECCV (3) ICLR (3) MICCAI (2) EMNLP (1) IJCAI (1) WACV (1)

Top co-authors

Jianming Zhang (16) Zhe Lin (13) Yilin Wang (8) Zhifei Zhang (8) HyunJoon Jung (6) Wei Xiong (6) Zhixin Shu (5) Soo Ye Kim (5) Vishal M. Patel (5) Qing Liu (5)

Keywords

diffusion model (8) graph neural network (5) image editing (5) image generation (4) image compositing (4) image harmonization (4) generative model (3) data augmentation (3) image matting (3) portrait relighting (3) motion capture (2) sensor fusion (2) privacy attack (2) deep learning (2) neural rendering (2) image dehazing (2) human pose estimation (2) attention mechanism (2) link prediction (2) image segmentation (2)

Papers

From Subtle to Significant: Prompt-Driven Self-Improving Optimization in Test-Time Graph OOD Detection AAAI 2026

Imprint of the Forgotten: Stealthy Membership Inference in Unlearned Graph Neural Networks AAAI 2026

UniReal: Universal Image Generation and Editing via Learning Real-world Dynamics CVPR 2025

TransPixeler: Advancing Text-to-Video Generation with Transparency CVPR 2025

Efficient Skill Discovery via Regret-Aware Optimization ICML 2025

Text2Relight: Creative Portrait Relighting with Text Guidance AAAI 2025

BiMark: Unbiased Multilayer Watermarking for Large Language Models ICML 2025

Second Language (Arabic) Acquisition of LLMs via Progressive Vocabulary Expansion ACL 2025

Refine-by-Align: Reference-Guided Artifacts Refinement through Semantic Alignment ICLR 2025

RelitLRM: Generative Relightable Radiance for Large Reconstruction Models ICLR 2025

Baking Gaussian Splatting into Diffusion Denoiser for Fast and Scalable Single-stage Image-to-3D Generation and Reconstruction ICCV 2025

DIVE: Taming DINO for Subject-Driven Video Editing ICCV 2025

MotionPRO: Exploring the Role of Pressure in Human MoCap and Beyond CVPR 2025

Comprehensive Relighting: Generalizable and Consistent Monocular Human Relighting and Harmonization CVPR 2025

Multitwine: Multi-Object Compositing with Text and Layout Control CVPR 2025

MMVP: A Multimodal MoCap Dataset with Vision and Pressure Sensors CVPR 2024

Infusing Self-Consistency into Density Functional Theory Hamiltonian Prediction via Deep Equilibrium Models NIPS 2024

GOODAT: Towards Test-Time Graph Out-of-Distribution Detection AAAI 2024

SumSurvey: An Abstractive Dataset of Scientific Survey Papers for Long Document Summarization ACL 2024

Relightful Harmonization: Lighting-aware Portrait Background Replacement CVPR 2024

IMPRINT: Generative Object Compositing by Learning Identity-Preserving Representation CVPR 2024

Holo-Relighting: Controllable Volumetric Portrait Relighting from a Single Image CVPR 2024

SwapAnything: Enabling Arbitrary Object Swapping in Personalized Image Editing ECCV 2024

COMPOSE: Comprehensive Portrait Shadow Editing ECCV 2024

Self-Consistency Training for Density-Functional-Theory Hamiltonian Prediction ICML 2024

Cycle-consistent Learning for Fetal Cortical Surface Reconstruction MICCAI 2024

Fetal MRI Reconstruction by Global Diffusion and Consistent Implicit Representation MICCAI 2024

RD-Suite: A Benchmark for Ranking Distillation NIPS 2023

A Flexible Diffusion Model ICML 2023

Demystifying Uneven Vulnerability of Link Stealing Attacks against Graph Neural Networks ICML 2023

Finding the Missing-half: Graph Complementary Learning for Homophily-prone and Heterophily-prone Graphs ICML 2023

DeakinNLP at ProbSum 2023: Clinical Progress Note Summarization with Rules and Language ModelsClinical Progress Note Summarization with Rules and Languague Models ACL 2023

Semi-Supervised Parametric Real-World Image Harmonization CVPR 2023

Perceptual Artifacts Localization for Image Synthesis Tasks ICCV 2023

PHOTOSWAP: Personalized Subject Swapping in Images NIPS 2023

PixHt-Lab: Pixel Height Based Light Effect Generation for Image Compositing CVPR 2023

Interactive Portrait Harmonization ICLR 2023

LightPainter: Interactive Portrait Relighting With Freehand Scribble CVPR 2023

Temporal Knowledge Graph Completion: A Survey IJCAI 2023

Lite Vision Transformer With Enhanced Self-Attention CVPR 2022

Controllable Shadow Generation Using Pixel Height Maps ECCV 2022

How Far are We from Robust Long Abstractive Summarization? EMNLP 2022

DoubleField: Bridging the Neural Surface and Radiance Fields for High-Fidelity Human Reconstruction and Rendering CVPR 2022

SE(3) Equivariant Graph Neural Networks with Complete Local Frames ICML 2022

Boosting Robustness of Image Matting With Context Assembling and Strong Data Augmentation CVPR 2022

SSH: A Self-Supervised Framework for Image Harmonization ICCV 2021

Deep Image Compositing WACV 2021

Co-evolution Transformer for Protein Contact Prediction NIPS 2021

Mask Guided Matting via Progressive Refinement Network CVPR 2021

FD-GAN: Generative Adversarial Networks with Fusion-Discriminator for Single Image Dehazing AAAI 2020

Densely Connected Pyramid Dehazing Network CVPR 2018

Density-Aware Single Image De-Raining Using a Multi-Stream Dense Network CVPR 2018