PPaperPicks

Yang Zhou

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

Venues

Frequent coauthors

Beidi Chen
×5
Shengfeng He
×3
Zhuoming Chen
×3
Wentao Liu
×3
Yi Xiao
×2
Guangpeng Wei
×2
Suxiang Ling
×2
Ruoxuan Ma
×2
Chi-Sing Leung
×2
Shunyu Liu
×2
Jin Wang
×2
Kaixiang Huang
×2

Papers

  1. CoNode: Visualizing Workflows for Knowledge Reuse and Recombination in Team-AI Collaborative Design
    CHI 2026 · Yang Zhou,
    Yi Xiao
    ,
    Guangpeng Wei
    ,
    Suxiang Ling
    ,
    Ruoxuan Ma
    ,
    Chi-Sing Leung
  2. FracSegmentator: Fracture Instance Segmentation with Trauma-Prior-Guided Contrastive Learning
    AAAI 2026 ·
    Yanzhen Liu
    ,
    Sutuke Yibulayimu
    , Yang Zhou,
    Yudi Sang
    ,
    Yu Wang
  3. FusedRec: Fused Embedding Communication for Distributed Recommendation Training on GPUs
    AAAI 2026 ·
    Xuanteng Huang
    ,
    Fan Li
    ,
    Riyang Hu
    ,
    Jianchang Zhang
    ,
    Yuan Peng
    , Yang Zhou,
    Fangying Chen
    ,
    Xianwei Zhang
  4. InspirationGraph for Progressive Design Space Exploration
    CHI 2026 ·
    Suxiang Ling
    ,
    Yi Xiao
    , Yang Zhou,
    Ruoxuan Ma
    ,
    Guangpeng Wei
    ,
    Chi-Sing Leung
  5. RubricHub: A Comprehensive and Highly Discriminative Rubric Dataset via Automated Coarse-to-Fine Generation
    ACL 2026 ·
    Sunzhu Li
    ,
    Jiale Zhao
    ,
    Huimin Ren
    ,
    Zhenlin Wei
    , Yang Zhou,
    Jingwen Yang
    ,
    Shunyu Liu
    ,
    Kaike Zhang
    ,
    Chen Wei
  6. UVLM: Benchmarking Video Language Model for Underwater World Understanding
    AAAI 2026 ·
    Xizhe Xue
    , Yang Zhou,
    Dawei Yan
    ,
    Lijie Tao
    ,
    Junjie Li
    ,
    Ying Li
    ,
    Haokui Zhang
    ,
    Rong Xiao
  7. VideoSketcher: A Training-Free Approach for Coherent Video Sketch Transfer
    WACV 2026 ·
    Huining Li
    ,
    Bangzhen Liu
    ,
    Rui Yang
    , Yang Zhou,
    Chenshu Xu
    ,
    Xufang Pang
    ,
    Shengfeng He
  8. A Robust Method to Discover Causal or Anticausal Relation
    ICLR 2025 ·
    Yu Yao
    , Yang Zhou,
    Bo Han
    ,
    Mingming Gong
    ,
    Kun Zhang
    ,
    Tongliang Liu
  9. AETHER: Geometric-Aware Unified World Modeling
    ICCV 2025 ·
    Haoyi Zhu
    ,
    Yifan Wang
    ,
    Jianjun Zhou
    ,
    Wenzheng Chang
    , Yang Zhou,
    Zizun Li
    ,
    Junyi Chen
    ,
    Chunhua Shen
    ,
    Jiangmiao Pang
    ,
    Tong He
  10. Act Only When It Pays: Efficient Reinforcement Learning for LLM Reasoning via Selective Rollouts
    NeurIPS 2025 ·
    Haizhong Zheng
    , Yang Zhou,
    Brian R. Bartoldson
    ,
    Bhavya Kailkhura
    ,
    Fan Lai
    ,
    Jiawei Zhao
    ,
    Beidi Chen
  11. Art4Math: Handwritten Mathematical Expression Recognition via Multimodal Sketch Grounding
    ACM MM 2025 · Yang Zhou,
    Jin Wang
    ,
    Yuxiao Zhang
    ,
    Kaixiang Huang
    ,
    Guodong Lu
    ,
    Jingru Yang
    ,
    Shengfeng He
  12. CLAP: A Closed-Loop Diffusion Transformer Action Foundation Model for Robotic Manipulation
    IROS 2025 ·
    Mu Li
    ,
    Yubo Dong
    , Yang Zhou,
    Chenguang Yang
  13. Causal-Planner: Causal Interaction Disentangling with Episodic Memory Gating for Autonomous Planning
    IROS 2025 ·
    Yibo Yuan
    ,
    Jianwu Fang
    , Yang Zhou,
    Zhao Yang
    ,
    Chen Lv
    ,
    Jianru Xue
  14. FPE2M2: Approaching Lossless and Efficient Quantization with Native Floating Point
    ACL 2025 ·
    Ke Yi
    ,
    Jianwei Zhang
    ,
    Zhiying Xu
    ,
    Xinlong Yang
    , Yang Zhou,
    Minmin Sun
    ,
    Zengke Liu
    ,
    Tong Zhang
    ,
    Junyang Lin
    ,
    Jingren Zhou
  15. Free-viewpoint Human Animation with Pose-correlated Reference Selection
    CVPR 2025 ·
    Fa-Ting Hong
    ,
    Zhan Xu
    ,
    Haiyang Liu
    ,
    Qinjie Lin
    ,
    Luchuan Song
    ,
    Zhixin Shu
    , Yang Zhou,
    Duygu Ceylan
    ,
    Dan Xu
  16. GSM-∞: How Do your LLMs Behave over Infinitely Increasing Reasoning Complexity and Context Length?
    ICML 2025 · Yang Zhou,
    Hongyi Liu
    ,
    Zhuoming Chen
    ,
    Yuandong Tian
    ,
    Beidi Chen
  17. HiSplat: Hierarchical 3D Gaussian Splatting for Generalizable Sparse-View Reconstruction
    ICLR 2025 ·
    Shengji Tang
    ,
    Weicai Ye
    ,
    Peng Ye
    ,
    Weihao Lin
    , Yang Zhou,
    Tao Chen
    ,
    Wanli Ouyang
  18. Jury-and-Judge Chain-of-Thought for Uncovering Toxic Data in 3D Visual Grounding
    NeurIPS 2025 ·
    Kaixiang Huang
    ,
    Qifeng Zhang
    ,
    Jin Wang
    ,
    Jingru Yang
    , Yang Zhou,
    Huan Yu
    ,
    Guodong Lu
    ,
    Shengfeng He
  19. M2Edit: Locate and Edit Multi-Granularity Knowledge in Multimodal Large Language Model
    EMNLP 2025 · Yang Zhou,
    Pengfei Cao
    ,
    Yubo Chen
    ,
    Qingbin Liu
    ,
    Dianbo Sui
    ,
    Xi Chen
    ,
    Kang Liu
    ,
    Jun Zhao
  20. MagicPIG: LSH Sampling for Efficient LLM Generation
    ICLR 2025 ·
    Zhuoming Chen
    ,
    Ranajoy Sadhukhan
    ,
    Zihao Ye
    , Yang Zhou,
    Jianyu Zhang
    ,
    Niklas Nolte
    ,
    Yuandong Tian
    ,
    Matthijs Douze
    ,
    Léon Bottou
    ,
    Zhihao Jia
    ,
    Beidi Chen
  21. PAC-Bayes Bounds for Multivariate Linear Regression and Linear Autoencoders
    NeurIPS 2025 ·
    Ruixin Guo
    ,
    Ruoming Jin
    ,
    Xinyu Li
    , Yang Zhou
  22. Privacy-Preserving V2X Collaborative Perception Integrating Unknown Collaborators
    AAAI 2025 ·
    Bin Lu
    ,
    Xinyu Xiao
    ,
    Changzhou Zhang
    , Yang Zhou,
    Zhiyu Xiang
    ,
    Hangguan Shan
    ,
    Eryun Liu
  23. Rethinking RPC Communication for Microservices-based Applications
    HotOS 2025 ·
    Xiangfeng Zhu
    , Yang Zhou,
    Yuyao Wang
    ,
    Xiangyu Gao
    ,
    Arvind Krishnamurthy
    ,
    Sam Kumar
    ,
    Ratul Mahajan
    ,
    Danyang Zhuo
  24. Rewind and Render: Towards Factually Accurate Text-to-Video Generation with Distilled Knowledge Retrieval
    AAAI 2025 ·
    Daniel Lee
    ,
    Arjun Chandra
    , Yang Zhou,
    Yunyao Li
    ,
    Simone Conia
  25. SeRL: Self-play Reinforcement Learning for Large Language Models with Limited Data
    NeurIPS 2025 ·
    Wenkai Fang
    ,
    Shunyu Liu
    , Yang Zhou,
    Kongcheng Zhang
    ,
    Tongya Zheng
    ,
    Kaixuan Chen
    ,
    Mingli Song
    ,
    Dacheng Tao
  26. Self-Evolutionary Large Language Models Through Uncertainty-Enhanced Preference Optimization
    AAAI 2025 ·
    Jianing Wang
    , Yang Zhou,
    Xiaocheng Zhang
    ,
    Mengjiao Bao
    ,
    Peng Yan
  27. SenseRAG: Constructing Environmental Knowledge Bases with Proactive Querying for LLM-Based Autonomous Driving
    WACV 2025 ·
    Xuewen Luo
    ,
    Fan Ding
    ,
    Fengze Yang
    , Yang Zhou,
    Junnyong Loo
    ,
    Hwa Hui Tew
    ,
    Chenxi Liu
  28. ShotVL: Human-Centric Highlight Frame Retrieval via Language Queries
    AAAI 2025 ·
    Wangyu Xue
    ,
    Chen Qian
    ,
    Jiayi Wu
    , Yang Zhou,
    Wentao Liu
    ,
    Ju Ren
    ,
    Siming Fan
    ,
    Yaoxue Zhang
  29. The Curse of Multi-Modalities: Evaluating Hallucinations of Large Multimodal Models across Language, Visual, and Audio
    NeurIPS 2025 ·
    Sicong Leng
    ,
    Yun Xing
    ,
    Zesen Cheng
    , Yang Zhou,
    Hang Zhang
    ,
    Xin Li
    ,
    Deli Zhao
    ,
    Shijian Lu
    ,
    Chunyan Miao
    ,
    Lidong Bing
  30. Treasures in Discarded Weights for LLM Quantization
    AAAI 2025 ·
    Hao Yu
    , Yang Zhou,
    Bohua Chen
    ,
    Zelan Yang
    ,
    Shen Li
    ,
    Yong Li
    ,
    Jianxin Wu
  31. Unsupervised Anomaly Detection Improves Imitation Learning for Autonomous Racing
    IROS 2025 ·
    Yuang Geng
    , Yang Zhou,
    Yuyang Zhang
    ,
    Zhongzheng Ren Zhang
    ,
    Kang Yang
    ,
    Tyler Ruble
    ,
    Giancarlo Vidal
    ,
    Ivan Ruchkin
  32. Video Motion Graphs
    ICCV 2025 ·
    Haiyang Liu
    ,
    Zhan Xu
    ,
    Fa-Ting Hong
    ,
    Hsin-Ping Huang
    ,
    Yi Zhou
    , Yang Zhou
  33. DVPE: Divided View Position Embedding for Multi-View 3D Object Detection
    IJCAI 2024 ·
    Jiasen Wang
    ,
    Zhenglin Li
    ,
    Ke Sun
    ,
    Xianyuan Liu
    , Yang Zhou
  34. HexGen: Generative Inference of Large Language Model over Heterogeneous Environment
    ICML 2024 ·
    Youhe Jiang
    ,
    Ran Yan
    ,
    Xiaozhe Yao
    , Yang Zhou,
    Beidi Chen
    ,
    Binhang Yuan
  35. Illumination Distribution Prior for Low-light Image Enhancement
    ACM MM 2024 ·
    Chao Wang
    , Yang Zhou,
    Liangtian He
    ,
    Fenglai Lin
    ,
    Hongming Chen
    ,
    Liang-Jian Deng
  36. In-Hand 3D Object Reconstruction from a Monocular RGB Video
    AAAI 2024 ·
    Shijian Jiang
    ,
    Qi Ye
    ,
    Rengan Xie
    ,
    Yuchi Huo
    ,
    Xiang Li
    , Yang Zhou,
    Jiming Chen
  37. Leveraging Frame Affinity for sRGB-to-RAWVideo De-Rendering
    CVPR 2024 ·
    Chen Zhang
    ,
    Wencheng Han
    , Yang Zhou,
    Jianbing Shen
    ,
    Cheng-Zhong Xu
    ,
    Wentao Liu
  38. Prior Metadata-Driven RAW Reconstruction: Eliminating the Need for Per-Image Metadata
    ACM MM 2024 ·
    Wencheng Han
    ,
    Chen Zhang
    , Yang Zhou,
    Wentao Liu
    ,
    Chen Qian
    ,
    Chengzhong Xu
    ,
    Jianbing Shen
  39. SIRIUS : Contexual Sparisty with Correction for Efficient LLMs
    NeurIPS 2024 · Yang Zhou,
    Zhuoming Chen
    ,
    Zhaozhuo Xu
    ,
    Victoria Lin
    ,
    Beidi Chen
  40. TPGP: Temporal-Parametric Optimization with Deep Grasp Prior for Dexterous Motion Planning
    ICRA 2024 ·
    Haoming Li
    ,
    Qi Ye
    ,
    Yuchi Huo
    ,
    Qingtao Liu
    ,
    Shijian Jiang
    ,
    Tao Zhou
    ,
    Xiang Li
    , Yang Zhou,
    Jiming Chen
  41. Towards Equitable CPR: An Interactive System for Female CPR Training
    CHI 2024 ·
    Yijun Zhao
    , Yang Zhou,
    Duola Jin
    ,
    Tianshu Dong
    ,
    Guanyun Wang
    ,
    Fangtian Ying
    ,
    Qihang Shen
    ,
    Jiacheng Cao