PPaperPicks

Joey Tianyi Zhou

A*STAR, Institute of High Performance Computing (IHPC), Singapore

39 papers at tracked venues · 28 at CORE A* · active 2024–2026

DBLP profile ↗ORCID 0000-0002-4675-7055 ↗Google Scholar ↗Homepage ↗

Venues

EMNLP ×6NeurIPS ×5AAAI ×4ACM MM ×4CVPR ×4ICLR ×4ACL ×3ECCV ×3ICCV ×1ICML ×1NAACL ×1SIGIR ×1WACV ×1WWW ×1

Frequent coauthors

Jiawei Du
×9
Zuozhu Liu
×7
Xin Zhang
×6
Xi Peng
×4
Peng Hu
×4
Jiaxiang Liu
×4
Yew-Soon Ong
×3
Yang Feng
×3
Jian Wu
×3
Yang He
×3
Heng Zhao
×2
Jing Huang
×2

Papers

  1. Agentic Spatio-Temporal Grounding via Collaborative Reasoning
    SIGIR 2026 ·
    Heng Zhao
    ,
    Yew-Soon Ong
    , Joey Tianyi Zhou
  2. LaV-CoT: Language-Aware Visual CoT with Multi-Aspect Reward Optimization for Multilingual Text-Centric VQA
    WWW 2026 ·
    Jing Huang
    ,
    Zhiya Tan
    ,
    Shutao Gong
    ,
    Fanwei Zeng
    , Joey Tianyi Zhou,
    Changtao Miao
    ,
    Huazhe Tan
    ,
    Weibin Yao
    ,
    Jianshu Li
  3. Poisoned Distillation: Injecting Backdoors into Distilled Datasets Without Raw Data Access
    AAAI 2026 ·
    Ziyuan Yang
    ,
    Ming Yan
    ,
    Yi Zhang
    , Joey Tianyi Zhou
  4. Robust Semi-paired Multimodal Learning for Cross-modal Retrieval
    AAAI 2026 ·
    Yang Qin
    ,
    Yuan Sun
    ,
    Xi Peng
    ,
    Dezhong Peng
    , Joey Tianyi Zhou,
    Xiaomin Song
    ,
    Peng Hu
  5. SQLAgent: Learning to Explore Before Generating as a Data Engineer
    ACL 2026 ·
    Wenjia Jiang
    ,
    Yiwei Wang
    ,
    Boyan Han
    , Joey Tianyi Zhou,
    Chi Zhang
  6. AEGIS: Authenticity Evaluation Benchmark for AI-Generated Video Sequences
    ACM MM 2025 ·
    Jieyu Li
    ,
    Xin Zhang
    , Joey Tianyi Zhou
  7. Agent Trading Arena: A Study on Numerical Understanding in LLM-Based Agents
    EMNLP 2025 ·
    Tianmi Ma
    ,
    Jiawei Du
    ,
    Wenxin Huang
    ,
    Wenjie Wang
    ,
    Liang Xie
    ,
    Xian Zhong
    , Joey Tianyi Zhou
  8. Beyond Modality Collapse: Representation Blending for Multimodal Dataset Distillation
    NeurIPS 2025 ·
    Xin Zhang
    ,
    Ziruo Zhang
    ,
    Jiawei Du
    ,
    Zuozhu Liu
    , Joey Tianyi Zhou
  9. Breaking Class Barriers: Efficient Dataset Distillation via Inter-Class Feature Compensator
    ICLR 2025 ·
    Xin Zhang
    ,
    Jiawei Du
    ,
    Ping Liu
    , Joey Tianyi Zhou
  10. CondenseLM: LLMs-driven Text Dataset Condensation via Reward Matching
    EMNLP 2025 ·
    Cheng Shen
    ,
    Yew-Soon Ong
    , Joey Tianyi Zhou
  11. Deep Unsupervised Hashing via External Guidance
    ICML 2025 ·
    Qihong Song
    ,
    XitingLiu
    ,
    Hongyuan Zhu
    , Joey Tianyi Zhou,
    Xi Peng
    ,
    Peng Hu
  12. DiffPO: Diffusion-styled Preference Optimization for Inference Time Alignment of Large Language Models
    ACL 2025 ·
    Ruizhe Chen
    ,
    Wenhao Chai
    ,
    Zhifei Yang
    ,
    Xiaotian Zhang
    ,
    Ziyang Wang
    ,
    Tony Q. S. Quek
    , Joey Tianyi Zhou,
    Soujanya Poria
    ,
    Zuozhu Liu
  13. Identifying and Mitigating Social Bias Knowledge in Language Models
    NAACL 2025 ·
    Ruizhe Chen
    ,
    Yichen Li
    ,
    Jianfei Yang
    ,
    Yang Feng
    , Joey Tianyi Zhou,
    Jian Wu
    ,
    Zuozhu Liu
  14. KPL: Training-Free Medical Knowledge Mining of Vision-Language Models
    AAAI 2025 ·
    Jiaxiang Liu
    ,
    Tianxiang Hu
    ,
    Jiawei Du
    ,
    Ruiyuan Zhang
    , Joey Tianyi Zhou,
    Zuozhu Liu
  15. Learning to Be a Doctor: Searching for Effective Medical Agent Architectures
    ACM MM 2025 ·
    Yangyang Zhuang
    ,
    Wenjia Jiang
    ,
    Jiayu Zhang
    ,
    Ze Yang
    , Joey Tianyi Zhou,
    Chi Zhang
  16. Learning with Noisy Triplet Correspondence for Composed Image Retrieval
    CVPR 2025 ·
    Shuxian Li
    ,
    Changhao He
    ,
    Xiting Liu
    , Joey Tianyi Zhou,
    Xi Peng
    ,
    Peng Hu
  17. MFFI: Multi-Dimensional Face Forgery Image Dataset for Real-World Scenarios
    ACM MM 2025 ·
    Changtao Miao
    ,
    Yi Zhang
    ,
    Man Luo
    ,
    Weiwei Feng
    ,
    Kaiyuan Zheng
    ,
    Qi Chu
    ,
    Tao Gong
    ,
    Jianshu Li
    ,
    Yunfeng Diao
    ,
    Wei Zhou
    , Joey Tianyi Zhou,
    Xiaoshuai Hao
  18. PVP: Polar Representation Boost for 3D Semantic Occupancy Prediction
    WACV 2025 ·
    Yujing Xue
    ,
    Jiaxiang Liu
    ,
    Jiawei Du
    , Joey Tianyi Zhou
  19. PandaPose: 3D Human Pose Lifting from a Single Image via Propagating 2D Pose Prior to 3D Anchor Space
    NeurIPS 2025 ·
    Jinghong Zheng
    ,
    Changlong Jiang
    ,
    Yang Xiao
    ,
    Jiaqi Li
    ,
    Haohong Kuang
    ,
    Hang Xu
    ,
    Ran Wang
    ,
    Zhiguo Cao
    ,
    Min Du
    , Joey Tianyi Zhou
  20. ProjAttacker: A Configurable Physical Adversarial Attack for Face Recognition via Projector
    CVPR 2025 ·
    Yuanwei Liu
    ,
    Hui Wei
    ,
    Chengyu Jia
    ,
    Ruqi Xiao
    ,
    Weijian Ruan
    ,
    Xingxing Wei
    , Joey Tianyi Zhou,
    Zheng Wang
  21. RESCUE: Crowd Evacuation Simulation via Controlling SDM-United Characters
    ICCV 2025 ·
    Xiaolin Liu
    , Tianyi Zhou,
    Hongbo Kang
    ,
    Jian Ma
    ,
    Ziwen Wang
    ,
    Jing Huang
    ,
    Wenguo Weng
    ,
    Yu-Kun Lai
    ,
    Kun Li
  22. SCOPE: Saliency-Coverage Oriented Token Pruning for Efficient Multimodel LLMs
    NeurIPS 2025 ·
    Jinhong Deng
    ,
    Wen Li
    , Joey Tianyi Zhou,
    Yang He
  23. Understanding Large Language Model Vulnerabilities to Social Bias Attacks
    ACL 2025 ·
    Jiaxu Zhao
    ,
    Meng Fang
    ,
    Fanghua Ye
    ,
    Ke Xu
    ,
    Qin Zhang
    , Joey Tianyi Zhou,
    Mykola Pechenizkiy
  24. CrossGLG: LLM Guides One-Shot Skeleton-Based 3D Action Recognition in a Cross-Level Manner
    ECCV 2024 ·
    Tingbing Yan
    ,
    Wenzheng Zeng
    ,
    Yang Xiao
    ,
    Xingyu Tong
    ,
    Bo Tan
    ,
    Zhiwen Fang
    ,
    Zhiguo Cao
    , Joey Tianyi Zhou
  25. Data-independent Module-aware Pruning for Hierarchical Vision Transformers
    ICLR 2024 ·
    Yang He
    , Joey Tianyi Zhou
  26. Direct Distillation Between Different Domains
    ECCV 2024 ·
    Jialiang Tang
    ,
    Shuo Chen
    ,
    Gang Niu
    ,
    Hongyuan Zhu
    , Joey Tianyi Zhou,
    Chen Gong
    ,
    Masashi Sugiyama
  27. Diversity-Driven Synthesis: Enhancing Dataset Distillation through Directed Weight Adjustment
    NeurIPS 2024 ·
    Jiawei Du
    ,
    Xin Zhang
    ,
    Juncheng Hu
    ,
    Wenxin Huang
    , Joey Tianyi Zhou
  28. Evolution-aware VAriance (EVA) Coreset Selection for Medical Image Classification
    ACM MM 2024 ·
    Yuxin Hong
    ,
    Xiao Zhang
    ,
    Xin Zhang
    , Joey Tianyi Zhou
  29. FedLoGe: Joint Local and Generic Federated Learning under Long-tailed Data
    ICLR 2024 ·
    Zikai Xiao
    ,
    Zihan Chen
    ,
    Liyinglan Liu
    ,
    Yang Feng
    , Joey Tianyi Zhou,
    Jian Wu
    ,
    Wanlu Liu
    ,
    Howard Hao Yang
    ,
    Zuozhu Liu
  30. MedCoT: Medical Chain of Thought via Hierarchical Expert
    EMNLP 2024 ·
    Jiaxiang Liu
    ,
    Yuan Wang
    ,
    Jiawei Du
    , Joey Zhou,
    Zuozhu Liu
  31. Multisize Dataset Condensation
    ICLR 2024 ·
    Yang He
    ,
    Lingao Xiao
    , Joey Tianyi Zhou,
    Ivor W. Tsang
  32. Noisy-Correspondence Learning for Text-to-Image Person Re-Identification
    CVPR 2024 ·
    Yang Qin
    ,
    Yingke Chen
    ,
    Dezhong Peng
    ,
    Xi Peng
    , Joey Tianyi Zhou,
    Peng Hu
  33. PointCVaR: Risk-Optimized Outlier Removal for Robust 3D Point Cloud Classification
    AAAI 2024 ·
    Xinke Li
    ,
    Junchi Lu
    ,
    Henghui Ding
    ,
    Changsheng Sun
    , Joey Tianyi Zhou,
    Yeow Meng Chee
  34. STSP: Spatial-Temporal Subspace Projection for Video Class-Incremental Learning
    ECCV 2024 ·
    Hao Cheng
    ,
    Siyuan Yang
    ,
    Chong Wang
    , Joey Tianyi Zhou,
    Alex C. Kot
    ,
    Bihan Wen
  35. Shortcuts Arising from Contrast: Towards Effective and Lightweight Clean-Label Attacks in Prompt-Based Learning
    EMNLP 2024 ·
    Xiaopeng Xie
    ,
    Ming Yan
    ,
    Xiwen Zhou
    ,
    Chenlong Zhao
    ,
    Suli Wang
    ,
    Yong Zhang
    , Joey Zhou
  36. Spanning Training Progress: Temporal Dual-Depth Scoring (TDDS) for Enhanced Dataset Pruning
    CVPR 2024 ·
    Xin Zhang
    ,
    Jiawei Du
    ,
    Yunsong Li
    ,
    Weiying Xie
    , Joey Tianyi Zhou
  37. The Best of Both Worlds: On the Dilemma of Out-of-distribution Detection
    NeurIPS 2024 ·
    Qingyang Zhang
    ,
    Qiuxuan Feng
    , Joey Tianyi Zhou,
    Yatao Bian
    ,
    Qinghua Hu
    ,
    Changqing Zhang
  38. VPL: Visual Proxy Learning Framework for Zero-Shot Medical Image Diagnosis
    EMNLP 2024 ·
    Jiaxiang Liu
    ,
    Tianxiang Hu
    ,
    Huimin Xiong
    ,
    Jiawei Du
    ,
    Yang Feng
    ,
    Jian Wu
    , Joey Zhou,
    Zuozhu Liu
  39. Video-Text Prompting for Weakly Supervised Spatio-Temporal Video Grounding
    EMNLP 2024 ·
    Heng Zhao
    ,
    Yinjie Zhao
    ,
    Bihan Wen
    ,
    Yew-Soon Ong
    , Joey Zhou