PPaperPicks

Yu Wang

Tsinghua University, Department of Electronic Engineering, TNList, Beijing, China

55 papers at tracked venues · 40 at CORE A* · active 2024–2026

DBLP profile ↗ORCID 0000-0001-6108-5157 ↗Google Scholar ↗Homepage ↗

Venues

NeurIPS ×12ICLR ×7ICML ×6ACM MM ×4AAAI ×3CVPR ×3EMNLP ×3ICCV ×3CIKM ×2ECCV ×2MLSys ×2AAMAS ×1ACL ×1ICRA ×1IROS ×1InterSpeech ×1NAACL ×1WSDM ×1WWW ×1

Frequent coauthors

Guohao Dai
×20
Xuefei Ning
×19
Shengen Yan
×14
Chao Yu
×12
Huazhong Yang
×12
Zinan Lin
×9
Zhihang Yuan
×7
Enshu Liu
×7
Yudong Zhang
×6
Ruobing Xie
×6
Xingwu Sun
×6
Jiansheng Chen
×6

Papers

  1. GENMAC: Compositional Text-to-Video Generation with Multi-Agent Collaboration
    AAAI 2026 ·
    Kaiyi Huang
    ,
    Yukun Huang
    ,
    Xuefei Ning
    ,
    Zinan Lin
    , Yu Wang,
    Xihui Liu
  2. VocabTailor: Dynamic Vocabulary Selection for Downstream Tasks in Small Language Models
    ACL 2026 ·
    Hanling Zhang
    ,
    Yayu Zhou
    ,
    Tongcheng Fang
    ,
    Zhihang Yuan
    ,
    Guohao Dai
    ,
    Wanli Ouyang
    , Yu Wang
  3. Accelerating Auto-regressive Text-to-Image Generation with Training-free Speculative Jacobi Decoding
    ICLR 2025 ·
    Yao Teng
    ,
    Han Shi
    ,
    Xian Liu
    ,
    Xuefei Ning
    ,
    Guohao Dai
    , Yu Wang,
    Zhenguo Li
    ,
    Xihui Liu
  4. AgentRecBench: Benchmarking LLM Agent-based Personalized Recommender Systems
    NeurIPS 2025 ·
    Yu Shang
    ,
    Peijie Liu
    ,
    Yuwei Yan
    ,
    Zijing Wu
    ,
    Leheng Sheng
    ,
    Yuanqing Yu
    ,
    Chumeng Jiang
    ,
    An Zhang
    ,
    Fengli Xu
    , Yu Wang,
    Min Zhang
    ,
    Yong Li
  5. AgentSociety Challenge: Designing LLM Agents for User Modeling and Recommendation on Web Platforms
    WWW 2025 ·
    Yuwei Yan
    ,
    Yu Shang
    ,
    Qingbin Zeng
    ,
    Yu Li
    ,
    Keyu Zhao
    ,
    Zhiheng Zheng
    ,
    Xuefei Ning
    ,
    Tianji Wu
    ,
    Shengen Yan
    , Yu Wang,
    Fengli Xu
    ,
    Yong Li
  6. CityLight: A Neighborhood-inclusive Universal Model for Coordinated City-scale Traffic Signal Control
    CIKM 2025 ·
    Jinwei Zeng
    ,
    Chao Yu
    ,
    Xinyi Yang
    ,
    Wenxuan Ao
    ,
    Qianyue Hao
    ,
    Jian Yuan
    ,
    Yong Li
    , Yu Wang,
    Huazhong Yang
  7. DHCP: Detecting Hallucinations by Cross-modal Attention Pattern in Large Vision-Language Models
    ACM MM 2025 ·
    Yudong Zhang
    ,
    Ruobing Xie
    ,
    Xingwu Sun
    ,
    Yiqing Huang
    ,
    Jiansheng Chen
    ,
    Zhanhui Kang
    ,
    Di Wang
    , Yu Wang
  8. DLFR-VAE: Dynamic Latent Frame Rate VAE for Video Generation
    ACM MM 2025 ·
    Zhihang Yuan
    ,
    Siyuan Wang
    ,
    Yuzhang Shang
    ,
    Hanling Zhang
    ,
    Tongcheng Fang
    ,
    Rui Xie
    ,
    Shengen Yan
    ,
    Guohao Dai
    , Yu Wang
  9. DiTFastAttnV2: Head-Wise Attention Compression for Multi-Modality Diffusion Transformers
    ICCV 2025 ·
    Hanling Zhang
    ,
    Rundong Su
    ,
    Zhihang Yuan
    ,
    Pengtao Chen
    ,
    Mingzhu Shen
    ,
    Yibo Fan
    ,
    Shengen Yan
    ,
    Guohao Dai
    , Yu Wang
  10. Distilled Decoding 1: One-step Sampling of Image Auto-regressive Models with Flow Matching
    ICLR 2025 ·
    Enshu Liu
    ,
    Xuefei Ning
    , Yu Wang,
    Zinan Lin
  11. Distilled Decoding 2: One-step Sampling of Image Auto-regressive Models with Conditional Score Distillation
    NeurIPS 2025 ·
    Enshu Liu
    ,
    Qian Chen
    ,
    Xuefei Ning
    ,
    Shengen Yan
    ,
    Guohao Dai
    ,
    Zinan Lin
    , Yu Wang
  12. Dlfr-Gen: Diffusion-Based Video Generation With Dynamic Latent Frame Rate
    ICCV 2025 ·
    Zhihang Yuan
    ,
    Rui Xie
    ,
    Yuzhang Shang
    ,
    Hanling Zhang
    ,
    Siyuan Wang
    ,
    Shengen Yan
    ,
    Guohao Dai
    , Yu Wang
  13. Dynamic Multimodal Evaluation with Flexible Complexity by Vision-Language Bootstrapping
    ICLR 2025 ·
    Yue Yang
    ,
    Shuibo Zhang
    ,
    Kaipeng Zhang
    ,
    Yi Bin
    , Yu Wang,
    Ping Luo
    ,
    Wenqi Shao
  14. Efficient Inference for Large Language Models -Algorithm, Model, and System
    EMNLP 2025 ·
    Xuefei Ning
    ,
    Guohao Dai
    ,
    Haoli Bai
    ,
    Lu Hou
    , Yu Wang,
    Qun Liu
  15. Enhancing Contrastive Learning Inspired by the Philosophy of "The Blind Men and the Elephant"
    AAAI 2025 ·
    Yudong Zhang
    ,
    Ruobing Xie
    ,
    Jiansheng Chen
    ,
    Xingwu Sun
    ,
    Zhanhui Kang
    , Yu Wang
  16. Evaluating LLMs Across Multi-Cognitive Levels: From Medical Knowledge Mastery to Scenario-Based Problem Solving
    ICML 2025 ·
    Yuxuan Zhou
    ,
    Xien Liu
    ,
    Chenwei Yan
    ,
    Chen Ning
    ,
    Xiao Zhang
    ,
    Boxun Li
    ,
    Xiangling Fu
    ,
    Shijin Wang
    ,
    Guoping Hu
    , Yu Wang,
    Ji Wu
  17. Fighting Fire with Fire (F3): A Training-free and Efficient Visual Adversarial Example Purification Method in LVLMs
    ACM MM 2025 ·
    Yudong Zhang
    ,
    Ruobing Xie
    ,
    Yiqing Huang
    ,
    Jiansheng Chen
    ,
    Xingwu Sun
    ,
    Zhanhui Kang
    ,
    Di Wang
    , Yu Wang
  18. FrameFusion: Combining Similarity and Importance for Video Token Reduction on Large Vision Language Models
    ICCV 2025 ·
    Tianyu Fu
    ,
    Tengxuan Liu
    ,
    Qinghao Han
    ,
    Guohao Dai
    ,
    Shengen Yan
    ,
    Huazhong Yang
    ,
    Xuefei Ning
    , Yu Wang
  19. Human-Robot Cooperative Distribution Coupling for Hamiltonian-Constrained Social Navigation
    ICRA 2025 ·
    Weizheng Wang
    ,
    Chao Yu
    , Yu Wang,
    Byung-Cheol Min
  20. Learning Strategic Language Agents in the Werewolf Game with Iterative Latent Space Policy Optimization
    ICML 2025 ·
    Zelai Xu
    ,
    Wanjun Gu
    ,
    Chao Yu
    ,
    Yi Wu
    , Yu Wang
  21. Learning from Suboptimal Data in Continuous Control via Auto-Regressive Soft Q-Network
    ICML 2025 ·
    Jijia Liu
    ,
    Feng Gao
    ,
    Qingmin Liao
    ,
    Chao Yu
    , Yu Wang
  22. Linear Combination of Saved Checkpoints Makes Consistency and Diffusion Models Better
    ICLR 2025 ·
    Enshu Liu
    ,
    Junyi Zhu
    ,
    Zinan Lin
    ,
    Xuefei Ning
    ,
    Shuaiqi Wang
    ,
    Matthew B. Blaschko
    ,
    Sergey Yekhanin
    ,
    Shengen Yan
    ,
    Guohao Dai
    ,
    Huazhong Yang
    , Yu Wang
  23. MBQ: Modality-Balanced Quantization for Large Vision-Language Models
    CVPR 2025 ·
    Shiyao Li
    ,
    Yingchun Hu
    ,
    Xuefei Ning
    ,
    Xihui Liu
    ,
    Ke Hong
    ,
    Xiaotao Jia
    ,
    Xiuhong Li
    ,
    Yaqi Yan
    ,
    Pei Ran
    ,
    Guohao Dai
    ,
    Shengen Yan
    ,
    Huazhong Yang
    , Yu Wang
  24. Multi-UAV Formation Control with Static and Dynamic Obstacle Avoidance via Reinforcement Learning
    IROS 2025 ·
    Yuqing Xie
    ,
    Chao Yu
    ,
    Hongzhi Zang
    ,
    Feng Gao
    ,
    Wenhao Tang
    ,
    Jingyi Huang
    ,
    Jiayu Chen
    ,
    Botian Xu
    ,
    Yi Wu
    , Yu Wang
  25. NTIRE 2025 XGC Quality Assessment Challenge: Methods and Results
    CVPR 2025 ·
    Xiaohong Liu
    ,
    Xiongkuo Min
    ,
    Qiang Hu
    ,
    Xiaoyun Zhang
    ,
    Jie Guo
    ,
    Guangtao Zhai
    ,
    Shushi Wang
    ,
    Yingjie Zhou
    ,
    Lu Liu
    ,
    Jingxin Li
    ,
    Liu Yang
    ,
    Farong Wen
    ,
    Li Xu
    ,
    Yanwei Jiang
    ,
    Xilei Zhu
    ,
    Chunyi Li
    ,
    Zicheng Zhang
    ,
    Huiyu Duan
    ,
    Xiele Wu
    ,
    Yixuan Gao
    ,
    Yuqin Cao
    ,
    Jun Jia
    ,
    Wei Sun
    ,
    Jiezhang Cao
    ,
    Radu Timofte
    ,
    Baojun Li
    ,
    Jiamian Huang
    ,
    Dan Luo
    ,
    Tao Liu
    ,
    Weixia Zhang
    ,
    Bingkun Zheng
    ,
    Junlin Chen
    ,
    Ruikai Zhou
    ,
    Meiya Chen
    , Yu Wang,
    Hao Jiang
    ,
    Xiantao Li
    ,
    Yuxiang Jiang
    ,
    Jun Tang
    ,
    Yimeng Zhao
    ,
    Bo Hu
    ,
    Zelu Qi
    ,
    Chaoyang Zhang
    ,
    Fei Zhao
    ,
    Ping Shi
    ,
    Lingzhi Fu
    ,
    Heng Cong
    ,
    Shuai He
    ,
    Rongyu Zhang
    ,
    Jiarong He
    ,
    Zongyao Hu
    ,
    Wei Luo
    ,
    Zihao Yu
    ,
    Fengbin Guan
    ,
    Yiting Lu
    ,
    Xin Li
    ,
    Zhibo Chen
    ,
    Mengjing Su
    ,
    Yi Wang
    ,
    Tuo Chen
    ,
    Chunxiao Li
    ,
    Shuaiyu Zhao
    ,
    Jiaxin Wen
    ,
    Chuyi Lin
    ,
    Sitong Liu
    ,
    Ningxin Chu
    ,
    Jing Wan
    ,
    Yu Zhou
    ,
    Baoying Chen
    ,
    Jishen Zeng
    ,
    Jiarui Liu
    ,
    Xianjin Liu
    ,
    Xin Chen
    ,
    Lanzhi Zhou
    ,
    Hangyu Li
    ,
    You Han
    ,
    Bibo Xiang
    ,
    Zhenjie Liu
    ,
    Jianzhang Lu
    ,
    Jialin Gui
    ,
    Renjie Lu
    ,
    Shangfei Wang
    ,
    Donghao Zhou
    ,
    Jingyu Lin
    ,
    Quanjian Song
    ,
    Jiancheng Huang
    ,
    Yufeng Yang
    ,
    Changwei Wang
    ,
    Shupeng Zhong
    ,
    Yang Yang
    ,
    Lihuo He
    ,
    Jia Liu
    ,
    Yuting Xing
    ,
    Tida Fang
    ,
    Yuchun Jin
  26. PAROAttention: Pattern-Aware ReOrdering for Efficient Sparse and Quantized Attention in Visual Generation Models
    NeurIPS 2025 ·
    Tianchen Zhao
    ,
    Ke Hong
    ,
    Xinhao Yang
    ,
    Xuefeng Xiao
    ,
    Huixia Li
    ,
    Feng Ling
    ,
    Ruiqi Xie
    ,
    Siqi Chen
    ,
    Hongyu Zhu
    ,
    Yichong Zhang
    , Yu Wang
  27. QAVA: Query-Agnostic Visual Attack to Large Vision-Language Models
    NAACL 2025 ·
    Yudong Zhang
    ,
    Ruobing Xie
    ,
    Jiansheng Chen
    ,
    Xingwu Sun
    ,
    Zhanhui Kang
    , Yu Wang
  28. R2R: Efficiently Navigating Divergent Reasoning Paths with Small-Large Model Token Routing
    NeurIPS 2025 ·
    Tianyu Fu
    ,
    Yi Ge
    ,
    Yichen You
    ,
    Enshu Liu
    ,
    Zhihang Yuan
    ,
    Guohao Dai
    ,
    Shengen Yan
    ,
    Huazhong Yang
    , Yu Wang
  29. ReinFlow: Fine-tuning Flow Matching Policy with Online Reinforcement Learning
    NeurIPS 2025 ·
    Tonghe Zhang
    ,
    Chao Yu
    ,
    Sichang Su
    , Yu Wang
  30. SG-Filter: Enhancing Similar Text Retrieval via Hierarchical Summarized-Semantic Index and Adaptive Filtering
    CIKM 2025 ·
    Jiancai Ye
    ,
    Jun Liu
    ,
    Haoyu Zhang
    ,
    Maojia Sheng
    ,
    Tao Yang
    ,
    Jiaming Xu
    ,
    Jinhao Li
    , Yu Wang,
    Guohao Dai
  31. SOLA: Optimizing SLO Attainment for Large Language Model Serving with State-Aware Scheduling
    MLSys 2025 ·
    Ke Hong
    ,
    Xiuhong Li
    ,
    Lufang Chen
    ,
    Qiuli Mao
    ,
    Guohao Dai
    ,
    Xuefei Ning
    ,
    Shengen Yan
    ,
    Yun Liang
    , Yu Wang
  32. Spec-VLA: Speculative Decoding for Vision-Language-Action Models with Relaxed Acceptance
    EMNLP 2025 ·
    Songsheng Wang
    ,
    Rucheng Yu
    ,
    Zhihang Yuan
    ,
    Chao Yu
    ,
    Feng Gao
    , Yu Wang,
    Derek F. Wong
  33. Speculative Jacobi-Denoising Decoding for Accelerating Autoregressive Text-to-image Generation
    NeurIPS 2025 ·
    Yao Teng
    ,
    Fuyun Wang
    ,
    Xian Liu
    ,
    Zhekai Chen
    ,
    Han Shi
    , Yu Wang,
    Zhenguo Li
    ,
    Weiyang Liu
    ,
    Difan Zou
    ,
    Xihui Liu
  34. The Security Threat of Compressed Projectors in Large Vision-Language Models
    EMNLP 2025 ·
    Yudong Zhang
    ,
    Ruobing Xie
    ,
    Xingwu Sun
    ,
    Jiansheng Chen
    ,
    Zhanhui Kang
    ,
    Di Wang
    , Yu Wang
  35. ViDiT-Q: Efficient and Accurate Quantization of Diffusion Transformers for Image and Video Generation
    ICLR 2025 ·
    Tianchen Zhao
    ,
    Tongcheng Fang
    ,
    Haofeng Huang
    ,
    Rui Wan
    ,
    Widyadewi Soedarmadji
    ,
    Enshu Liu
    ,
    Shiyao Li
    ,
    Zinan Lin
    ,
    Guohao Dai
    ,
    Shengen Yan
    ,
    Huazhong Yang
    ,
    Xuefei Ning
    , Yu Wang
  36. VolleyBots: A Testbed for Multi-Drone Volleyball Game Combining Motion Control and Strategic Play
    NeurIPS 2025 ·
    Zelai Xu
    ,
    Ruize Zhang
    ,
    Chao Yu
    ,
    Huining Yuan
    ,
    Xiangmin Yi
    ,
    Shilong Ji
    ,
    Chuqi Wang
    ,
    Wenhao Tang
    ,
    Feng Gao
    ,
    Wenbo Ding
    ,
    Xinlei Chen
    , Yu Wang
  37. What Can RL Bring to VLA Generalization? An Empirical Study
    NeurIPS 2025 ·
    Jijia Liu
    ,
    Feng Gao
    ,
    Bingwen Wei
    ,
    Xinlei Chen
    ,
    Qingmin Liao
    ,
    Yi Wu
    ,
    Chao Yu
    , Yu Wang
  38. A Unified Sampling Framework for Solver Searching of Diffusion Probabilistic Models
    ICLR 2024 ·
    Enshu Liu
    ,
    Xuefei Ning
    ,
    Huazhong Yang
    , Yu Wang
  39. Accelerate Multi-Agent Reinforcement Learning in Zero-Sum Games with Subgame Curriculum Learning
    AAAI 2024 ·
    Jiayu Chen
    ,
    Zelai Xu
    ,
    Yunfei Li
    ,
    Chao Yu
    ,
    Jiaming Song
    ,
    Huazhong Yang
    ,
    Fei Fang
    , Yu Wang,
    Yi Wu
  40. Can LLMs Learn by Teaching for Better Reasoning? A Preliminary Study
    NeurIPS 2024 ·
    Xuefei Ning
    ,
    Zifu Wang
    ,
    Shiyao Li
    ,
    Zinan Lin
    ,
    Peiran Yao
    ,
    Tianyu Fu
    ,
    Matthew B. Blaschko
    ,
    Guohao Dai
    ,
    Huazhong Yang
    , Yu Wang
  41. Cross-Domain Few-Shot Object Detection via Enhanced Open-Set Object Detector
    ECCV 2024 ·
    Yuqian Fu
    , Yu Wang,
    Yixuan Pan
    ,
    Lian Huai
    ,
    Xingyu Qiu
    ,
    Zeyu Shangguan
    ,
    Tong Liu
    ,
    Yanwei Fu
    ,
    Luc Van Gool
    ,
    Xingqun Jiang
  42. DeSCo: Towards Generalizable and Scalable Deep Subgraph Counting
    WSDM 2024 ·
    Tianyu Fu
    ,
    Chiyue Wei
    , Yu Wang,
    Rex Ying
  43. DiP-GO: A Diffusion Pruner via Few-step Gradient Optimization
    NeurIPS 2024 ·
    Haowei Zhu
    ,
    Dehua Tang
    ,
    Ji Liu
    ,
    Mingjie Lu
    ,
    Jintu Zheng
    ,
    Jinzhang Peng
    ,
    Dong Li
    , Yu Wang,
    Fan Jiang
    ,
    Lu Tian
    ,
    Spandan Tiwari
    ,
    Ashish Sirasao
    ,
    Jun-Hai Yong
    ,
    Bin Wang
    ,
    Emad Barsoum
  44. DiTFastAttn: Attention Compression for Diffusion Transformer Models
    NeurIPS 2024 ·
    Zhihang Yuan
    ,
    Hanling Zhang
    ,
    Lu Pu
    ,
    Xuefei Ning
    ,
    Linfeng Zhang
    ,
    Tianchen Zhao
    ,
    Shengen Yan
    ,
    Guohao Dai
    , Yu Wang
  45. Evaluating Quantized Large Language Models
    ICML 2024 ·
    Shiyao Li
    ,
    Xuefei Ning
    ,
    Luning Wang
    ,
    Tengxuan Liu
    ,
    Xiangsheng Shi
    ,
    Shengen Yan
    ,
    Guohao Dai
    ,
    Huazhong Yang
    , Yu Wang
  46. FlashDecoding++: Faster Large Language Model Inference with Asynchronization, Flat GEMM Optimization, and Heuristics
    MLSys 2024 ·
    Ke Hong
    ,
    Guohao Dai
    ,
    Jiaming Xu
    ,
    Qiuli Mao
    ,
    Xiuhong Li
    ,
    Jun Liu
    ,
    Kangdi Chen
    ,
    Yuhan Dong
    , Yu Wang
  47. FlashEval: Towards Fast and Accurate Evaluation of Text-to-Image Diffusion Generative Models
    CVPR 2024 ·
    Lin Zhao
    ,
    Tianchen Zhao
    ,
    Zinan Lin
    ,
    Xuefei Ning
    ,
    Guohao Dai
    ,
    Huazhong Yang
    , Yu Wang
  48. LLM-Powered Hierarchical Language Agent for Real-time Human-AI Coordination
    AAMAS 2024 ·
    Jijia Liu
    ,
    Chao Yu
    ,
    Jiaxuan Gao
    ,
    Yuqing Xie
    ,
    Qingmin Liao
    ,
    Yi Wu
    , Yu Wang
  49. Language Agents with Reinforcement Learning for Strategic Play in the Werewolf Game
    ICML 2024 ·
    Zelai Xu
    ,
    Chao Yu
    ,
    Fei Fang
    , Yu Wang,
    Yi Wu
  50. MixDQ: Memory-Efficient Few-Step Text-to-Image Diffusion Models with Metric-Decoupled Mixed Precision Quantization
    ECCV 2024 ·
    Tianchen Zhao
    ,
    Xuefei Ning
    ,
    Tongcheng Fang
    ,
    Enshu Liu
    ,
    Guyue Huang
    ,
    Zinan Lin
    ,
    Shengen Yan
    ,
    Guohao Dai
    , Yu Wang
  51. PIP: Detecting Adversarial Examples in Large Vision-Language Models via Attention Patterns of Irrelevant Probe Questions
    ACM MM 2024 ·
    Yudong Zhang
    ,
    Ruobing Xie
    ,
    Jiansheng Chen
    ,
    Xingwu Sun
    , Yu Wang
  52. Position: Towards Implicit Prompt For Text-To-Image Models
    ICML 2024 ·
    Yue Yang
    ,
    Yuqi Lin
    ,
    Hong Liu
    ,
    Wenqi Shao
    ,
    Runjian Chen
    ,
    Hailong Shang
    , Yu Wang,
    Yu Qiao
    ,
    Kaipeng Zhang
    ,
    Ping Luo
  53. Rad-NeRF: Ray-decoupled Training of Neural Radiance Field
    NeurIPS 2024 ·
    Lidong Guo
    ,
    Xuefei Ning
    ,
    Yonggan Fu
    ,
    Tianchen Zhao
    ,
    Zhuoliang Kang
    ,
    Jincheng Yu
    ,
    Yingyan (Celine) Lin
    , Yu Wang
  54. Skeleton-of-Thought: Prompting LLMs for Efficient Parallel Generation
    ICLR 2024 ·
    Xuefei Ning
    ,
    Zinan Lin
    ,
    Zixuan Zhou
    ,
    Zifu Wang
    ,
    Huazhong Yang
    , Yu Wang
  55. Towards an End-to-End Framework for Invasive Brain Signal Decoding with Large Language Models
    InterSpeech 2024 ·
    Sheng Feng
    ,
    Heyang Liu
    , Yu Wang,
    Yanfeng Wang