Zhengyuan Yang

49 papers · 2019–2026 · 12 conferences · across top CS/AI conferences

Achievements

🐣 Hot Topic Early Bird 🌉 Interdisciplinary Bridge 🧭 Keyword Pioneer 🌍 Conference Polyglot (12) 🏃 Academic Marathon (7) 🐝 Cross-Pollinator (14) 🌈 Renaissance Researcher (6) 🗺️ Taxonomy Completionist (70) 🔬 Deep Specialist (15) 🤝 Dynamic Duo (37) 🏆 Grand Slam 🧬 Topic Evolution 💎 Century Club (48) 🗃️ Keyword Collector (161) 🔥 Unstoppable (8) ❓ The Questioner (2) ⚡ Prolific Year (14)

Conferences

CVPR (11) ICCV (8) ICLR (6) ECCV (5) ICML (4) AAAI (3) NIPS (3) ACL (2) EMNLP (2) IJCAI (2) WACV (2) NAACL (1)

Top co-authors

Lijuan Wang (37) Linjie Li (27) Jianfeng Wang (23) Zicheng Liu (18) Kevin Lin (18) Chung-Ching Lin (11) Jiebo Luo (8) Zhe Gan (6) Nan Duan (4) Liwei Wang (4)

Keywords

multimodal learning (12) diffusion model (7) large language model (5) vision-language model (4) text-to-image generation (4) image captioning (4) visual question answering (4) video generation (4) image generation (4) visual grounding (3) zero-shot learning (3) in-context learning (3) object detection (3) multi-modal learning (3) graph neural network (3) scene graph generation (2) metric learning (2) benchmark evaluation (2) video understanding (2) transfer learning (2)

Papers

Conditional Text-to-Image Generation with Reference Guidance WACV 2026

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

Zero-Shot Audio-Visual Editing via Cross-Modal Delta Denoising WACV 2026

Can MLLMs Reason in Multimodality? EMMA: An Enhanced MultiModal ReAsoning Benchmark ICML 2025

LiVOS: Light Video Object Segmentation with Gated Linear Matching CVPR 2025

ShowUI: One Vision-Language-Action Model for GUI Visual Agent CVPR 2025

GLIMPSE: Do Large Vision-Language Models Truly Think With Videos or Just Glimpse at Them? EMNLP 2025

Audio-Aware Large Language Models as Judges for Speaking Styles EMNLP 2025

Scaling Inference-Time Search with Vision Value Model for Improved Visual Comprehension ICCV 2025

SITE: towards Spatial Intelligence Thorough Evaluation ICCV 2025

ImageGen-CoT: Enhancing Text-to-Image In-context Learning with Chain-of-Thought Reasoning ICCV 2025

EditRoom: LLM-parameterized Graph Diffusion for Composable 3D Room Layout Editing ICLR 2025

MMWorld: Towards Multi-discipline Multi-faceted World Model Evaluation in Videos ICLR 2025

Tuning Timestep-Distilled Diffusion Model Using Pairwise Sample Optimization ICLR 2025

GenXD: Generating Any 3D and 4D Scenes ICLR 2025

SlowFast-VGen: Slow-Fast Learning for Action-Driven Long Video Generation ICLR 2025

ReFocus: Visual Editing as a Chain of Thought for Structured Image Understanding ICML 2025

Design2Code: Benchmarking Multimodal Code Generation for Automated Front-End Engineering NAACL 2025

Motion Consistency Model: Accelerating Video Diffusion with Disentangled Motion-Appearance Distillation NIPS 2024

SGFormer: Semantic Graph Transformer for Point Cloud-Based 3D Scene Graph Generation AAAI 2024

Interfacing Foundation Models' Embeddings NIPS 2024

Idea2Img: Iterative Self-Refinement with GPT-4V for Automatic Image Design and Generation ECCV 2024

GRiT: A Generative Region-to-text Transformer for Object Understanding ECCV 2024

VideoGUI: A Benchmark for GUI Automation from Instructional Videos NIPS 2024

MMSum: A Dataset for Multimodal Summarization and Thumbnail Generation of Videos CVPR 2024

DisCo: Disentangled Control for Realistic Human Dance Generation CVPR 2024

Training Diffusion Models Towards Diverse Image Generation with Reinforcement Learning CVPR 2024

MM-Narrator: Narrating Long-form Videos with Multimodal In-Context Learning CVPR 2024

Bring Metric Functions into Diffusion Models IJCAI 2024

IDOL: Unified Dual-Modal Latent Diffusion for Human-Centric Joint Video-Depth Generation ECCV 2024

StrokeNUWA—Tokenizing Strokes for Vector Graphic Synthesis ICML 2024

MM-Vet: Evaluating Large Multimodal Models for Integrated Capabilities ICML 2024

Prompting GPT-3 To Be Reliable ICLR 2023

PromptCap: Prompt-Guided Image Captioning for VQA with GPT-3 ICCV 2023

Equivariant Similarity for Vision-Language Foundation Models ICCV 2023

NUWA-XL: Diffusion over Diffusion for eXtremely Long Video Generation ACL 2023

ReCo: Region-Controlled Text-to-Image Generation CVPR 2023

Learning 3D Photography Videos via Self-supervised Diffusion on Single Images IJCAI 2023

UniTAB: Unifying Text and Box Outputs for Grounded Vision-Language Modeling ECCV 2022

An Empirical Study of GPT-3 for Few-Shot Knowledge-Based VQA AAAI 2022

Scaling Up Vision-Language Pre-Training for Image Captioning CVPR 2022

SAT: 2D Semantics Assisted Training for 3D Visual Grounding ICCV 2021

TransVG: End-to-End Visual Grounding With Transformers ICCV 2021

TAP: Text-Aware Pre-Training for Text-VQA and Text-Caption CVPR 2021

Improving Weakly Supervised Visual Grounding by Contrastive Knowledge Distillation CVPR 2021

Improving One-stage Visual Grounding by Recursive Sub-query Construction ECCV 2020

A Novel Graph-based Multi-modal Fusion Encoder for Neural Machine Translation ACL 2020

A Fast and Accurate One-Stage Approach to Visual Grounding ICCV 2019

Attentive Relational Networks for Mapping Images to Scene Graphs CVPR 2019