Zhengyuan Yang
- Papers
- 35
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Authored papers
35RAGEN-2: Reasoning Collapse in Agentic RL
arXiv 2026
MM-WebAgent: A Hierarchical Multimodal Web Agent for Webpage Generation
arXiv 2026
BizGenEval: A Systematic Benchmark for Commercial Visual Content Generation
arXiv 2026
FlowInOne:Unifying Multimodal Generation as Image-in, Image-out Flow Matching
arXiv 2026
RAGEN: Understanding Self-Evolution in LLM Agents via Multi-Turn Reinforcement Learning
arXiv 2025
OpenThinkIMG: Learning to Think with Images via Visual Tool Reinforcement Learning
arXiv 2025
ReFocus: Visual Editing as a Chain of Thought for Structured Image Understanding
arXiv 2025
Thinking with Images for Multimodal Reasoning: Foundations, Methods, and Future Frontiers
arXiv 2025
Computer-Use Agents as Judges for Generative User Interface
arXiv 2025
V-MAGE: A Game Evaluation Framework for Assessing Vision-Centric Capabilities in Multimodal Large Language Models
arXiv 2025
Glance: Accelerating Diffusion Models with 1 Sample
arXiv 2025
ViCrit: A Verifiable Reinforcement Learning Proxy Task for Visual Perception in VLMs
arXiv 2025
SoTA with Less: MCTS-Guided Sample Selection for Data-Efficient Visual Reasoning Self-Improvement
arXiv 2025
Design2Code: Benchmarking Multimodal Code Generation for Automated Front-End Engineering
arXiv 2024
MM-Vet v2: A Challenging Benchmark to Evaluate Large Multimodal Models for Integrated Capabilities
arXiv 2024
List Items One by One: A New Data Source and Learning Paradigm for Multimodal LLMs
arXiv 2024
Motion Consistency Model: Accelerating Video Diffusion with Disentangled Motion-Appearance Distillation
arXiv 2024
Scaling Inference-Time Search with Vision Value Model for Improved Visual Comprehension
ICCV 2025
MMWorld: Towards Multi-discipline Multi-faceted World Model Evaluation in Videos
arXiv 2024
ShowUI: One Vision-Language-Action Model for GUI Visual Agent
CVPR 2025 1
IDOL: Unified Dual-Modal Latent Diffusion for Human-Centric Joint Video-Depth Generation
arXiv 2024
MM-REACT: Prompting ChatGPT for Multimodal Reasoning and Action
arXiv 2023
Multimodal Foundation Models: From Specialists to General-Purpose Assistants
arXiv 2023
DisCo: Disentangled Control for Realistic Human Dance Generation
CVPR 2024 1
Interfacing Foundation Models' Embeddings
arXiv 2023
Equivariant Similarity for Vision-Language Foundation Models
ICCV 2023 1
Diagnostic Benchmark and Iterative Inpainting for Layout-Guided Image Generation
arXiv 2023
DEsignBench: Exploring and Benchmarking DALL-E 3 for Imagining Visual Design
arXiv 2023
GPT-4V in Wonderland: Large Multimodal Models for Zero-Shot Smartphone GUI Navigation
arXiv 2023
GPT-4V(ision) as A Social Media Analysis Engine
arXiv 2023
MMSum: A Dataset for Multimodal Summarization and Thumbnail Generation of Videos
CVPR 2024 1
GRiT: A Generative Region-to-text Transformer for Object Understanding
arXiv 2022
PromptCap: Prompt-Guided Task-Aware Image Captioning
arXiv 2022
GIT: A Generative Image-to-text Transformer for Vision and Language
arXiv 2022
An Empirical Study of GPT-3 for Few-Shot Knowledge-Based VQA
arXiv 2021
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