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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

Xin Zhang
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Jiaxiang Liu
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Heng Zhao
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Yang Qin
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Ruizhe Chen
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Yang He
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Jing Huang
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Ziyuan Yang
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Wenjia Jiang
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Jieyu Li
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Tianmi Ma
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Cheng Shen
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Papers

  1. Agentic Spatio-Temporal Grounding via Collaborative Reasoning
    SIGIR 2026 ·
    Heng Zhao
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  2. LaV-CoT: Language-Aware Visual CoT with Multi-Aspect Reward Optimization for Multilingual Text-Centric VQA
    WWW 2026 ·
    Jing Huang
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  3. Poisoned Distillation: Injecting Backdoors into Distilled Datasets Without Raw Data Access
    AAAI 2026 ·
    Ziyuan Yang
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  4. Robust Semi-paired Multimodal Learning for Cross-modal Retrieval
    AAAI 2026 ·
    Yang Qin
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  5. SQLAgent: Learning to Explore Before Generating as a Data Engineer
    ACL 2026 ·
    Wenjia Jiang
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  6. AEGIS: Authenticity Evaluation Benchmark for AI-Generated Video Sequences
    ACM MM 2025 ·
    Jieyu Li
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  7. Agent Trading Arena: A Study on Numerical Understanding in LLM-Based Agents
    EMNLP 2025 ·
    Tianmi Ma
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  8. Beyond Modality Collapse: Representation Blending for Multimodal Dataset Distillation
    NeurIPS 2025 ·
    Xin Zhang
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  9. Breaking Class Barriers: Efficient Dataset Distillation via Inter-Class Feature Compensator
    ICLR 2025 ·
    Xin Zhang
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  10. CondenseLM: LLMs-driven Text Dataset Condensation via Reward Matching
    EMNLP 2025 ·
    Cheng Shen
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  11. Deep Unsupervised Hashing via External Guidance
    ICML 2025 ·
    Qihong Song
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  12. DiffPO: Diffusion-styled Preference Optimization for Inference Time Alignment of Large Language Models
    ACL 2025 ·
    Ruizhe Chen
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  13. Identifying and Mitigating Social Bias Knowledge in Language Models
    NAACL 2025 ·
    Ruizhe Chen
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  14. KPL: Training-Free Medical Knowledge Mining of Vision-Language Models
    AAAI 2025 ·
    Jiaxiang Liu
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  15. Learning to Be a Doctor: Searching for Effective Medical Agent Architectures
    ACM MM 2025 ·
    Yangyang Zhuang
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  16. Learning with Noisy Triplet Correspondence for Composed Image Retrieval
    CVPR 2025 ·
    Shuxian Li
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  17. MFFI: Multi-Dimensional Face Forgery Image Dataset for Real-World Scenarios
    ACM MM 2025 ·
    Changtao Miao
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  18. PVP: Polar Representation Boost for 3D Semantic Occupancy Prediction
    WACV 2025 ·
    Yujing Xue
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  19. PandaPose: 3D Human Pose Lifting from a Single Image via Propagating 2D Pose Prior to 3D Anchor Space
    NeurIPS 2025 ·
    Jinghong Zheng
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  20. ProjAttacker: A Configurable Physical Adversarial Attack for Face Recognition via Projector
    CVPR 2025 ·
    Yuanwei Liu
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  21. RESCUE: Crowd Evacuation Simulation via Controlling SDM-United Characters
    ICCV 2025 ·
    Xiaolin Liu
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  22. SCOPE: Saliency-Coverage Oriented Token Pruning for Efficient Multimodel LLMs
    NeurIPS 2025 ·
    Jinhong Deng
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  23. Understanding Large Language Model Vulnerabilities to Social Bias Attacks
    ACL 2025 ·
    Jiaxu Zhao
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  24. CrossGLG: LLM Guides One-Shot Skeleton-Based 3D Action Recognition in a Cross-Level Manner
    ECCV 2024 ·
    Tingbing Yan
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  25. Data-independent Module-aware Pruning for Hierarchical Vision Transformers
    ICLR 2024 ·
    Yang He
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  26. Direct Distillation Between Different Domains
    ECCV 2024 ·
    Jialiang Tang
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  27. Diversity-Driven Synthesis: Enhancing Dataset Distillation through Directed Weight Adjustment
    NeurIPS 2024 ·
    Jiawei Du
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  28. Evolution-aware VAriance (EVA) Coreset Selection for Medical Image Classification
    ACM MM 2024 ·
    Yuxin Hong
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  29. FedLoGe: Joint Local and Generic Federated Learning under Long-tailed Data
    ICLR 2024 ·
    Zikai Xiao
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  30. MedCoT: Medical Chain of Thought via Hierarchical Expert
    EMNLP 2024 ·
    Jiaxiang Liu
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  31. Multisize Dataset Condensation
    ICLR 2024 ·
    Yang He
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  32. Noisy-Correspondence Learning for Text-to-Image Person Re-Identification
    CVPR 2024 ·
    Yang Qin
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  33. PointCVaR: Risk-Optimized Outlier Removal for Robust 3D Point Cloud Classification
    AAAI 2024 ·
    Xinke Li
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  34. STSP: Spatial-Temporal Subspace Projection for Video Class-Incremental Learning
    ECCV 2024 ·
    Hao Cheng
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  35. Shortcuts Arising from Contrast: Towards Effective and Lightweight Clean-Label Attacks in Prompt-Based Learning
    EMNLP 2024 ·
    Xiaopeng Xie
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  36. Spanning Training Progress: Temporal Dual-Depth Scoring (TDDS) for Enhanced Dataset Pruning
    CVPR 2024 ·
    Xin Zhang
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  37. The Best of Both Worlds: On the Dilemma of Out-of-distribution Detection
    NeurIPS 2024 ·
    Qingyang Zhang
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  38. VPL: Visual Proxy Learning Framework for Zero-Shot Medical Image Diagnosis
    EMNLP 2024 ·
    Jiaxiang Liu
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  39. Video-Text Prompting for Weakly Supervised Spatio-Temporal Video Grounding
    EMNLP 2024 ·
    Heng Zhao
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