PPaperPicks

Ivor W. Tsang

A*STAR, Singapore

49 papers at tracked venues · 38 at CORE A* · active 2024–2026

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Venues

ICLR ×12ICML ×6NeurIPS ×6AAAI ×4ICDE ×3IJCAI ×3ACL ×2CVPR ×2ECAI ×2AAMAS ×1ACM MM ×1ECCV ×1ECML-PKDD ×1EMNLP ×1ICCV ×1MICCAI ×1SIGKDD ×1WACV ×1

Frequent coauthors

Yun Xing
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Hao Di
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Feiyang Ye
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Yue Cao
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Sixing Yan
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Feng Hong
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Cheng Chen
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Zhuohang Dang
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Jiawei Liu
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Hangwei Qian
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Liang Li
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Tuan-Anh Vu
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Papers

  1. Correspondence Coverage Matters for Multi-Modal Dataset Distillation
    AAAI 2026 ·
    Zhuohang Dang
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  2. From Language to Driving: A Dual-Loop SLM-Enhanced Framework for Multi-Planner Scheduling via a Domain-Specific Language
    ACL 2026 ·
    Jiawei Liu
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  3. GenMatLab: A Generative Platform for Inverse Materials Design
    AAAI 2026 ·
    Hangwei Qian
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  4. JetBGC: Joint Robust Embedding and Structural Fusion Bipartite Graph Clustering (Extended Abstract)
    ICDE 2026 ·
    Liang Li
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  5. MAGIC: Mastering Physical Adversarial Generation in Context Through Collaborative LLM Agents
    AAAI 2026 ·
    Yun Xing
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  6. Power of Boundary and Reflection: Semantic Transparent Object Segmentation using Pyramid Vision Transformer with Transparent Cues
    WACV 2026 ·
    Tuan-Anh Vu
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  7. Safety Sidecar: Reflection-Driven Runtime Control for Safer Agents
    ACL 2026 ·
    Bin Wang
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  8. Analytical Construction on Geometric Architectures: Transitioning from Static to Temporal Link Prediction
    ICML 2025 ·
    Yadong Sun
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  9. AngleRoCL: Angle-Robust Concept Learning for Physically View-Invariant Adversarial Patches
    NeurIPS 2025 ·
    Wenjun Ji
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  10. BGAE: Auto-encoding Multi-view Bipartite Graph Clustering (Extended Abstract)
    ICDE 2025 ·
    Liang Li
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  11. Balanced Image Stylization with Style Matching Score
    ICCV 2025 ·
    Yuxin Jiang
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  12. Beyond-Expert Performance with Limited Demonstrations: Efficient Imitation Learning with Double Exploration
    ICLR 2025 ·
    Heyang Zhao
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  13. Boosting with Fewer Tokens: Multi-Query Optimization for LLMs Using Node Text and Neighbor Cues
    ICDE 2025 ·
    Yujie Fang
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  14. DepthVanish: Optimizing Adversarial Interval Structures for Stereo-Depth-Invisible Patches
    NeurIPS 2025 ·
    Yun Xing
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  15. Diversifying Policy Behaviors with Extrinsic Behavioral Curiosity
    ICML 2025 ·
    Zhenglin Wan
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  16. Fast Direct: Query-Efficient Online Black-box Guidance for Diffusion-model Target Generation
    ICLR 2025 ·
    Kim Yong Tan
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  17. Grounding Open-Domain Knowledge from LLMs to Real-World Reinforcement Learning Tasks: A Survey
    IJCAI 2025 ·
    Haiyan Yin
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  18. HynetImpute: Missing Pattern Specialized Imputation via Hypernetwork
    ECAI 2025 ·
    Ken Cheong
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  19. Imitation from Diverse Behaviors: Wasserstein Quality Diversity Imitation Learning with Single-Step Archive Exploration
    AAMAS 2025 ·
    Xingrui Yu
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  20. InstructFlow: Adaptive Symbolic Constraint-Guided Code Generation for Long-Horizon Planning
    NeurIPS 2025 ·
    Haotian Chi
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  21. Instructing Text-to-Image Diffusion Models via Classifier-Guided Semantic Optimization
    IJCAI 2025 ·
    Yuanyuan Chang
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  22. Max-Mahalanobis Anchors Guidance for Multi-View Clustering
    AAAI 2025 ·
    Pei Zhang
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  23. ProAdvPrompter: A Two-Stage Journey to Effective Adversarial Prompting for LLMs
    ICLR 2025 ·
    Hao Di
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  24. SceneTAP: Scene-Coherent Typographic Adversarial Planner against Vision-Language Models in Real-World Environments
    CVPR 2025 ·
    Yue Cao
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  25. Second-Order Fine-Tuning without Pain for LLMs: A Hessian Informed Zeroth-Order Optimizer
    ICLR 2025 ·
    Yanjun Zhao
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  26. Sharpness-Aware Black-Box Optimization
    ICLR 2025 ·
    Feiyang Ye
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  27. Training-Free Dataset Pruning for Instance Segmentation
    ICLR 2025 ·
    Yalun Dai
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  28. A First-Order Multi-Gradient Algorithm for Multi-Objective Bi-Level Optimization
    ECAI 2024 ·
    Feiyang Ye
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  29. AHIVE: Anatomy-Aware Hierarchical Vision Encoding for Interactive Radiology Report Retrieval
    CVPR 2024 ·
    Sixing Yan
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  30. Adaptive Stochastic Gradient Algorithm for Black-box Multi-Objective Learning
    ICLR 2024 ·
    Feiyang Ye
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  31. Boosting Transferability in Vision-Language Attacks via Diversification Along the Intersection Region of Adversarial Trajectory
    ECCV 2024 ·
    Sensen Gao
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  32. Can Gaussian Sketching Converge Faster on a Preconditioned Landscape?
    ICML 2024 ·
    Yilong Wang
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  33. Cross-Context Backdoor Attacks against Graph Prompt Learning
    SIGKDD 2024 ·
    Xiaoting Lyu
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  34. DC-Instruct: An Effective Framework for Generative Multi-intent Spoken Language Understanding
    EMNLP 2024 ·
    Bowen Xing
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  35. Decentralized Riemannian Conjugate Gradient Method on the Stiefel Manifold
    ICLR 2024 ·
    Jun Chen
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  36. Diagnose with Uncertainty Awareness: Diagnostic Uncertainty Encoding Framework for Radiology Report Generation
    MICCAI 2024 ·
    Sixing Yan
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  37. Diversified Batch Selection for Training Acceleration
    ICML 2024 ·
    Feng Hong
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  38. Double Stochasticity Gazes Faster: Snap-Shot Decentralized Stochastic Gradient Tracking Methods
    ICML 2024 ·
    Hao Di
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  39. Double Variance Reduction: A Smoothing Trick for Composite Optimization Problems without First-Order Gradient
    ICML 2024 ·
    Hao Di
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  40. Fast Unpaired Multi-view Clustering
    IJCAI 2024 ·
    Xingfeng Li
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  41. IRAD: Implicit Representation-driven Image Resampling against Adversarial Attacks
    ICLR 2024 ·
    Yue Cao
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  42. Low-Hanging Fruit: Knowledge Distillation from Noisy Teachers for Open Domain Spoken Language Understanding
    ECML-PKDD 2024 ·
    Cheng Chen
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  43. MetaRepair: Learning to Repair Deep Neural Networks from Repairing Experiences
    ACM MM 2024 ·
    Yun Xing
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  44. Multisize Dataset Condensation
    ICLR 2024 ·
    Yang He
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  45. On Harmonizing Implicit Subpopulations
    ICLR 2024 ·
    Feng Hong
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  46. Parsimony or Capability? Decomposition Delivers Both in Long-term Time Series Forecasting
    NeurIPS 2024 ·
    Jinliang Deng
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  47. Self-Teaching Prompting for Multi-Intent Learning with Limited Supervision
    ICLR 2024 ·
    Cheng Chen
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  48. Sharpness-Aware Minimization Activates the Interactive Teaching's Understanding and Optimization
    NeurIPS 2024 ·
    Mingwei Xu
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  49. Towards Harmless Rawlsian Fairness Regardless of Demographic Prior
    NeurIPS 2024 ·
    Xuanqian Wang
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