Yilin Wang

46 papers · 2014–2026 · 14 conferences · across top CS/AI conferences

Achievements

🐣 Hot Topic Early Bird 🌉 Interdisciplinary Bridge 🧭 Keyword Pioneer 🌍 Conference Polyglot (14) 🏃 Academic Marathon (12) 🐝 Cross-Pollinator (10) 🌈 Renaissance Researcher (8) 🗺️ Taxonomy Completionist (86) 🏆 Keyword Champion 🔬 Deep Specialist (10) 🏆 Grand Slam 🧬 Topic Evolution 🤝 Dynamic Duo (13) 📈 Trend Setter 🗃️ Keyword Collector (212) ⚡ Prolific Year (6) 🔥 Unstoppable (9) 💎 Century Club (44)

Conferences

CVPR (14) ECCV (5) AAAI (4) ICCV (4) IJCAI (4) NIPS (3) COLING (2) EMNLP (2) ICLR (2) NAACL (2) ACL (1) ICML (1) UAI (1) WACV (1)

Top co-authors

Jianming Zhang (13) Zhe Lin (12) He Zhang (8) Qing Liu (6) Zhifei Zhang (4) Nanxuan Zhao (4) Zhuowen Tu (3) baoxin Li (3) Jiliang Tang (3) Huan Liu (3)

Keywords

image generation (6) diffusion model (5) text-to-image generation (4) image editing (4) neural network (3) deep neural network (2) instance segmentation (2) perceptual quality (2) semantic segmentation (2) image captioning (2) image segmentation (2) transfer learning (2) deep learning (2) text generation (2) style transfer (2) image classification (2) cross-lingual transfer (2) named entity recognition (2) data augmentation (2) multimodal learning (2)

Papers

TextGround4M: A Prompt-Aligned Dataset for Layout-Aware Text Rendering AAAI 2026

Beyond Simple Edits: X-Planner for Complex Instruction-Based Image Editing AAAI 2026

BrightRate: Quality Assessment for User-Generated HDR Videos WACV 2026

OmniStyle: Filtering High Quality Style Transfer Data at Scale CVPR 2025

EventRAG: Enhancing LLM Generation with Event Knowledge Graphs ACL 2025

SLAM: Towards Efficient Multilingual Reasoning via Selective Language Alignment COLING 2025

GRoWE: A GujiRoBERTa-Enhanced Approach to Ancient Chinese NER via Word-Word Relation Classification and Model Ensembling NAACL 2025

ITFormer: Bridging Time Series and Natural Language for Multi-Modal QA with Large-Scale Multitask Dataset ICML 2025

MotionDreamer: One-to-Many Motion Synthesis with Localized Generative Masked Transformer ICLR 2025

Spatial-Temporal Forgery Trace based Forgery Image Identification ICCV 2025

Language-Specific Layer Matters: Efficient Multilingual Enhancement for Large Vision-Language Models EMNLP 2025

FINECAPTION: Compositional Image Captioning Focusing on Wherever You Want at Any Granularity CVPR 2025

Continuously Steering LLMs Sensitivity to Contextual Knowledge with Proxy Models EMNLP 2025

SigStyle: Signature Style Transfer via Personalized Text-to-Image Models AAAI 2025

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

TokenCompose: Text-to-Image Diffusion with Token-level Supervision CVPR 2024

Amodal Scene Analysis via Holistic Occlusion Relation Inference and Generative Mask Completion AAAI 2024

KC-GenRe: A Knowledge-constrained Generative Re-ranking Method Based on Large Language Models for Knowledge Graph Completion COLING 2024

Bayesian Diffusion Models for 3D Shape Reconstruction CVPR 2024

UniHuman: A Unified Model For Editing Human Images in the Wild CVPR 2024

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

Dolfin: Diffusion Layout Transformers without Autoencoder ECCV 2024

GSD: View-Guided Gaussian Splatting Diffusion for 3D Reconstruction ECCV 2024

Learning Mutually Informed Representations for Characters and Subwords NAACL 2024

Scalable Optimal Margin Distribution Machine IJCAI 2023

A Canonicalization-Enhanced Known Fact-Aware Framework For Open Knowledge Graph Link Prediction IJCAI 2023

PHOTOSWAP: Personalized Subject Swapping in Images NIPS 2023

LightPainter: Interactive Portrait Relighting With Freehand Scribble CVPR 2023

Interactive Portrait Harmonization ICLR 2023

On the Role of Generalization in Transferability of Adversarial Examples UAI 2023

Lite Vision Transformer With Enhanced Self-Attention CVPR 2022

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

MUSIQ: Multi-Scale Image Quality Transformer ICCV 2021

Rich Features for Perceptual Quality Assessment of UGC Videos CVPR 2021

Multimodal Contrastive Training for Visual Representation Learning CVPR 2021

Mask Guided Matting via Progressive Refinement Network CVPR 2021

Incorporating Reinforced Adversarial Learning in Autoregressive Image Generation ECCV 2020

GIFnets: Differentiable GIF Encoding Framework CVPR 2020

A Feasible Level Proximal Point Method for Nonconvex Sparse Constrained Optimization NIPS 2020

Shape Adaptor: A Learnable Resizing Module ECCV 2020

Multimodal Style Transfer via Graph Cuts ICCV 2019

Generalizing Graph Matching beyond Quadratic Assignment Model NIPS 2018

PPP: Joint Pointwise and Pairwise Image Label Prediction CVPR 2016

Unsupervised Sentiment Analysis for Social Media Images IJCAI 2015

Exploring Implicit Hierarchical Structures for Recommender Systems IJCAI 2015

Stereo under Sequential Optimal Sampling: A Statistical Analysis Framework for Search Space Reduction CVPR 2014