PPaperPicks

Zhengyuan Yang

41 papers at tracked venues · 32 at CORE A* · active 2024–2026

DBLP profile ↗ORCID search ↗

Venues

NeurIPS ×8CVPR ×7ICLR ×5ICML ×4ECCV ×3ICCV ×3AAAI ×2ACL ×2EMNLP ×2WACV ×2ACM MM ×1IJCAI ×1NAACL ×1

Frequent coauthors

Lijuan Wang
×36
Linjie Li
×31
Kevin Lin
×21
Jianfeng Wang
×16
Chung-Ching Lin
×14
Zicheng Liu
×12
Jianwei Yang
×4
Yuanhao Zhai
×4
Ze Wang
×3
Qiang Qiu
×3
Xiaofei Wang
×3
Xiyao Wang
×3

Papers

  1. Conditional Text-to-Image Generation with Reference Guidance
    WACV 2026 ·
    Taewook Kim
    ,
    Ze Wang
    , Zhengyuan Yang,
    Jiang Wang
    ,
    Lijuan Wang
    ,
    Zicheng Liu
    ,
    Qiang Qiu
  2. Shanks: Simultaneous Hearing and Thinking for Spoken Language Models
    ACL 2026 ·
    Cheng-Han Chiang
    ,
    Xiaofei Wang
    ,
    Linjie Li
    ,
    Chung-Ching Lin
    ,
    Kevin Lin
    ,
    Shujie Liu
    ,
    Zhendong Wang
    , Zhengyuan Yang,
    Hung-yi Lee
    ,
    Lijuan Wang
  3. TextGround4M: A Prompt-Aligned Dataset for Layout-Aware Text Rendering
    AAAI 2026 ·
    Dongxing Mao
    ,
    Yilin Wang
    ,
    Linjie Li
    , Zhengyuan Yang,
    Alex Jinpeng Wang
  4. V-MAGE: A Game Evaluation Framework for Assessing Vision-Centric Capabilities in Multimodal Large Language Models
    ACL 2026 ·
    Xiangxi Zheng
    ,
    Linjie Li
    , Zhengyuan Yang,
    Ping Yu
    ,
    Alex Jinpeng Wang
    ,
    Rui Yan
    ,
    Yuan Yao
    ,
    Lijuan Wang
  5. Zero-Shot Audio-Visual Editing via Cross-Modal Delta Denoising
    WACV 2026 ·
    Yan-Bo Lin
    ,
    Kevin Lin
    , Zhengyuan Yang,
    Linjie Li
    ,
    Jianfeng Wang
    ,
    Chung-Ching Lin
    ,
    Xiaofei Wang
    ,
    Gedas Bertasius
    ,
    Lijuan Wang
  6. Audio-Aware Large Language Models as Judges for Speaking Styles
    EMNLP 2025 ·
    Cheng-Han Chiang
    ,
    Xiaofei Wang
    ,
    Chung-Ching Lin
    ,
    Kevin Lin
    ,
    Linjie Li
    ,
    Radu Kopetz
    ,
    Yao Qian
    ,
    Zhendong Wang
    , Zhengyuan Yang,
    Hung-yi Lee
    ,
    Lijuan Wang
  7. Can MLLMs Reason in Multimodality? EMMA: An Enhanced MultiModal ReAsoning Benchmark
    ICML 2025 ·
    Yunzhuo Hao
    ,
    Jiawei Gu
    ,
    Huichen Will Wang
    ,
    Linjie Li
    , Zhengyuan Yang,
    Lijuan Wang
    ,
    Yu Cheng
  8. Design2Code: Benchmarking Multimodal Code Generation for Automated Front-End Engineering
    NAACL 2025 ·
    Chenglei Si
    ,
    Yanzhe Zhang
    ,
    Ryan Li
    , Zhengyuan Yang,
    Ruibo Liu
    ,
    Diyi Yang
  9. EditRoom: LLM-parameterized Graph Diffusion for Composable 3D Room Layout Editing
    ICLR 2025 ·
    Kaizhi Zheng
    ,
    Xiaotong Chen
    ,
    Xuehai He
    ,
    Jing Gu
    ,
    Linjie Li
    , Zhengyuan Yang,
    Kevin Lin
    ,
    Jianfeng Wang
    ,
    Lijuan Wang
    ,
    Xin Eric Wang
  10. Elevating Visual Perception in Multimodal LLMs with Visual Embedding Distillation
    NeurIPS 2025 ·
    Jitesh Jain
    , Zhengyuan Yang,
    Humphrey Shi
    ,
    Jianfeng Gao
    ,
    Jianwei Yang
  11. GLIMPSE: Do Large Vision-Language Models Truly Think With Videos or Just Glimpse at Them?
    EMNLP 2025 ·
    Yiyang Zhou
    ,
    Linjie Li
    ,
    Shi Qiu
    , Zhengyuan Yang,
    Yuyang Zhao
    ,
    Siwei Han
    ,
    Yangfan He
    ,
    Kangqi Li
    ,
    Haonian Ji
    ,
    Zihao Zhao
    ,
    Haibo Tong
    ,
    Lijuan Wang
    ,
    Huaxiu Yao
  12. GenXD: Generating Any 3D and 4D Scenes
    ICLR 2025 ·
    Yuyang Zhao
    ,
    Chung-Ching Lin
    ,
    Kevin Lin
    ,
    Zhiwen Yan
    ,
    Linjie Li
    , Zhengyuan Yang,
    Jianfeng Wang
    ,
    Gim Hee Lee
    ,
    Lijuan Wang
  13. ImageGen-CoT: Enhancing Text-to-Image in-context Learning with Chain-of-Thought Reasoning
    ICCV 2025 ·
    Jiaqi Liao
    , Zhengyuan Yang,
    Linjie Li
    ,
    Dianqi Li
    ,
    Kevin Lin
    ,
    Yu Cheng
    ,
    Lijuan Wang
  14. LiVOS: Light Video Object Segmentation with Gated Linear Matching
    CVPR 2025 ·
    Qin Liu
    ,
    Jianfeng Wang
    , Zhengyuan Yang,
    Linjie Li
    ,
    Kevin Lin
    ,
    Marc Niethammer
    ,
    Lijuan Wang
  15. MMWorld: Towards Multi-discipline Multi-faceted World Model Evaluation in Videos
    ICLR 2025 ·
    Xuehai He
    ,
    Weixi Feng
    ,
    Kaizhi Zheng
    ,
    Yujie Lu
    ,
    Wanrong Zhu
    ,
    Jiachen Li
    ,
    Yue Fan
    ,
    Jianfeng Wang
    ,
    Linjie Li
    , Zhengyuan Yang,
    Kevin Lin
    ,
    William Yang Wang
    ,
    Lijuan Wang
    ,
    Xin Eric Wang
  16. Point-RFT: Improving Multimodal Reasoning with Visually Grounded Reinforcement Finetuning
    NeurIPS 2025 ·
    Minheng Ni
    , Zhengyuan Yang,
    Linjie Li
    ,
    Chung-Ching Lin
    ,
    Kevin Lin
    ,
    Wangmeng Zuo
    ,
    Lijuan Wang
  17. ReFocus: Visual Editing as a Chain of Thought for Structured Image Understanding
    ICML 2025 ·
    Xingyu Fu
    ,
    Minqian Liu
    , Zhengyuan Yang,
    John Corring
    ,
    Yijuan Lu
    ,
    Jianwei Yang
    ,
    Dan Roth
    ,
    Dinei A. F. Florêncio
    ,
    Cha Zhang
  18. SITE: Towards Spatial Intelligence Thorough Evaluation
    ICCV 2025 ·
    Wenqi Wang
    ,
    Reuben Tan
    ,
    Pengyue Zhu
    ,
    Jianwei Yang
    , Zhengyuan Yang,
    Lijuan Wang
    ,
    Andrey Kolobov
    ,
    Jianfeng Gao
    ,
    Boqing Gong
  19. Scaling Inference-Time Search with Vision Value Model for Improved Visual Comprehension
    ICCV 2025 ·
    Xiyao Wang
    , Zhengyuan Yang,
    Linjie Li
    ,
    Hongjin Lu
    ,
    Yuancheng Xu
    ,
    Chung-Ching Lin
    ,
    Kevin Lin
    ,
    Furong Huang
    ,
    Lijuan Wang
  20. ShowUI: One Vision-Language-Action Model for GUI Visual Agent
    CVPR 2025 ·
    Kevin Qinghong Lin
    ,
    Linjie Li
    ,
    Difei Gao
    , Zhengyuan Yang,
    Shiwei Wu
    ,
    Zechen Bai
    ,
    Stan Weixian Lei
    ,
    Lijuan Wang
    ,
    Mike Zheng Shou
  21. SlowFast-VGen: Slow-Fast Learning for Action-Driven Long Video Generation
    ICLR 2025 ·
    Yining Hong
    ,
    Beide Liu
    ,
    Maxine Wu
    ,
    Yuanhao Zhai
    ,
    Kai-Wei Chang
    ,
    Linjie Li
    ,
    Kevin Lin
    ,
    Chung-Ching Lin
    ,
    Jianfeng Wang
    , Zhengyuan Yang,
    Ying Nian Wu
    ,
    Lijuan Wang
  22. SoTA with Less: MCTS-Guided Sample Selection for Data-Efficient Visual Reasoning Self-Improvement
    NeurIPS 2025 ·
    Xiyao Wang
    , Zhengyuan Yang,
    Chao Feng
    ,
    Hongjin Lu
    ,
    Linjie Li
    ,
    Chung-Ching Lin
    ,
    Kevin Lin
    ,
    Furong Huang
    ,
    Lijuan Wang
  23. Tuning Timestep-Distilled Diffusion Model Using Pairwise Sample Optimization
    ICLR 2025 ·
    Zichen Miao
    , Zhengyuan Yang,
    Kevin Lin
    ,
    Ze Wang
    ,
    Zicheng Liu
    ,
    Lijuan Wang
    ,
    Qiang Qiu
  24. VAGEN: Reinforcing World Model Reasoning for Multi-Turn VLM Agents
    NeurIPS 2025 ·
    Kangrui Wang
    ,
    Pingyue Zhang
    ,
    Zihan Wang
    ,
    Yaning Gao
    ,
    Linjie Li
    ,
    Qineng Wang
    ,
    Hanyang Chen
    ,
    Yiping Lu
    , Zhengyuan Yang,
    Lijuan Wang
    ,
    Ranjay Krishna
    ,
    Jiajun Wu
    ,
    Fei-Fei Li
    ,
    Yejin Choi
    ,
    Manling Li
  25. ViCrit: A Verifiable Reinforcement Learning Proxy Task for Visual Perception in VLMs
    NeurIPS 2025 ·
    Xiyao Wang
    , Zhengyuan Yang,
    Chao Feng
    ,
    Yuhang Zhou
    ,
    Xiaoyu Liu
    ,
    Yongyuan Liang
    ,
    Ming Li
    ,
    Ziyi Zang
    ,
    Linjie Li
    ,
    Chung-Ching Lin
    ,
    Kevin Lin
    ,
    Furong Huang
    ,
    Lijuan Wang
  26. Bring Metric Functions into Diffusion Models
    IJCAI 2024 ·
    Jie An
    , Zhengyuan Yang,
    Jianfeng Wang
    ,
    Linjie Li
    ,
    Zicheng Liu
    ,
    Lijuan Wang
    ,
    Jiebo Luo
  27. Diagnostic Benchmark and Iterative Inpainting for Layout-Guided Image Generation
    CVPR 2024 ·
    Jaemin Cho
    ,
    Linjie Li
    , Zhengyuan Yang,
    Zhe Gan
    ,
    Lijuan Wang
    ,
    Mohit Bansal
  28. Disco: Disentangled Control for Realistic Human Dance Generation
    CVPR 2024 ·
    Tan Wang
    ,
    Linjie Li
    ,
    Kevin Lin
    ,
    Yuanhao Zhai
    ,
    Chung-Ching Lin
    , Zhengyuan Yang,
    Hanwang Zhang
    ,
    Zicheng Liu
    ,
    Lijuan Wang
  29. GRiT: A Generative Region-to-Text Transformer for Object Understanding
    ECCV 2024 ·
    Jialian Wu
    ,
    Jianfeng Wang
    , Zhengyuan Yang,
    Zhe Gan
    ,
    Zicheng Liu
    ,
    Junsong Yuan
    ,
    Lijuan Wang
  30. IDOL: Unified Dual-Modal Latent Diffusion for Human-Centric Joint Video-Depth Generation
    ECCV 2024 ·
    Yuanhao Zhai
    ,
    Kevin Lin
    ,
    Linjie Li
    ,
    Chung-Ching Lin
    ,
    Jianfeng Wang
    , Zhengyuan Yang,
    David S. Doermann
    ,
    Junsong Yuan
    ,
    Zicheng Liu
    ,
    Lijuan Wang
  31. Idea2Img: Iterative Self-refinement with GPT-4V for Automatic Image Design and Generation
    ECCV 2024 · Zhengyuan Yang,
    Jianfeng Wang
    ,
    Linjie Li
    ,
    Kevin Lin
    ,
    Chung-Ching Lin
    ,
    Zicheng Liu
    ,
    Lijuan Wang
  32. Interfacing Foundation Models' Embeddings
    NeurIPS 2024 ·
    Xueyan Zou
    ,
    Linjie Li
    ,
    Jianfeng Wang
    ,
    Jianwei Yang
    ,
    Mingyu Ding
    ,
    Junyi Wei
    , Zhengyuan Yang,
    Feng Li
    ,
    Hao Zhang
    ,
    Shilong Liu
    ,
    Arul Aravinthan
    ,
    Yong Jae Lee
    ,
    Lijuan Wang
  33. MM-Narrator: Narrating Long-form Videos with Multimodal In-Context Learning
    CVPR 2024 ·
    Chaoyi Zhang
    ,
    Kevin Lin
    , Zhengyuan Yang,
    Jianfeng Wang
    ,
    Linjie Li
    ,
    Chung-Ching Lin
    ,
    Zicheng Liu
    ,
    Lijuan Wang
  34. MM-Vet: Evaluating Large Multimodal Models for Integrated Capabilities
    ICML 2024 ·
    Weihao Yu
    , Zhengyuan Yang,
    Linjie Li
    ,
    Jianfeng Wang
    ,
    Kevin Lin
    ,
    Zicheng Liu
    ,
    Xinchao Wang
    ,
    Lijuan Wang
  35. MMSum: A Dataset for Multimodal Summarization and Thumbnail Generation of Videos
    CVPR 2024 ·
    Jielin Qiu
    ,
    Jiacheng Zhu
    ,
    William Han
    ,
    Aditesh Kumar
    ,
    Karthik Mittal
    ,
    Claire Jin
    , Zhengyuan Yang,
    Linjie Li
    ,
    Jianfeng Wang
    ,
    Ding Zhao
    ,
    Bo Li
    ,
    Lijuan Wang
  36. Motion Consistency Model: Accelerating Video Diffusion with Disentangled Motion-Appearance Distillation
    NeurIPS 2024 ·
    Yuanhao Zhai
    ,
    Kevin Lin
    , Zhengyuan Yang,
    Linjie Li
    ,
    Jianfeng Wang
    ,
    Chung-Ching Lin
    ,
    David S. Doermann
    ,
    Junsong Yuan
    ,
    Lijuan Wang
  37. OpenLEAF: A Novel Benchmark for Open-Domain Interleaved Image-Text Generation
    ACM MM 2024 ·
    Jie An
    , Zhengyuan Yang,
    Linjie Li
    ,
    Jianfeng Wang
    ,
    Kevin Lin
    ,
    Zicheng Liu
    ,
    Lijuan Wang
    ,
    Jiebo Luo
  38. SGFormer: Semantic Graph Transformer for Point Cloud-Based 3D Scene Graph Generation
    AAAI 2024 ·
    Changsheng Lv
    ,
    Mengshi Qi
    ,
    Xia Li
    , Zhengyuan Yang,
    Huadong Ma
  39. StrokeNUWA - Tokenizing Strokes for Vector Graphic Synthesis
    ICML 2024 ·
    Zecheng Tang
    ,
    Chenfei Wu
    ,
    Zekai Zhang
    ,
    Minheng Ni
    ,
    Shengming Yin
    ,
    Yu Liu
    , Zhengyuan Yang,
    Lijuan Wang
    ,
    Zicheng Liu
    ,
    Juntao Li
    ,
    Nan Duan
  40. Training Diffusion Models Towards Diverse Image Generation with Reinforcement Learning
    CVPR 2024 ·
    Zichen Miao
    ,
    Jiang Wang
    ,
    Ze Wang
    , Zhengyuan Yang,
    Lijuan Wang
    ,
    Qiang Qiu
    ,
    Zicheng Liu
  41. VideoGUI: A Benchmark for GUI Automation from Instructional Videos
    NeurIPS 2024 ·
    Kevin Qinghong Lin
    ,
    Linjie Li
    ,
    Difei Gao
    ,
    Qinchen Wu
    ,
    Mingyi Yan
    , Zhengyuan Yang,
    Lijuan Wang
    ,
    Mike Zheng Shou