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Vincent Y. F. Tan

National University of Singapore, Department of Electrical and Computer Engineering, Singapore

16 papers at tracked venues · 12 at CORE A* · active 2024–2026

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Venues

ICLR ×3ICML ×3AAAI ×2NeurIPS ×2UAI ×2AISTATS ×1COLT ×1CVPR ×1SIGKDD ×1

Frequent coauthors

Zhirui Chen
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Yunlong Hou
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Yujun Shi
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Tianyuan Jin
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Jie Bian
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Le Yang
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Armin Behnamnia
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Shuche Wang
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Jingyang Li
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Anand Krishna
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Jiachun Pan
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Yuting Feng
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Papers

  1. Avoiding exp(k*) Scaling for Thompson Sampling in Combinatorial Semi-Bandits: From Multiple Seeds to a Single Seed
    COLT 2026 ·
    Tianyuan Jin
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  2. On the Exponential Convergence for Offline RLHF with Pairwise Comparisons
    AAAI 2026 ·
    Zhirui Chen
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  3. Asymptotically Optimal Linear Best Feasible Arm Identification with Fixed Budget
    UAI 2025 ·
    Jie Bian
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  4. BanditSpec: Adaptive Speculative Decoding via Bandit Algorithms
    ICML 2025 ·
    Yunlong Hou
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  5. Best Arm Identification with Possibly Biased Offline Data
    UAI 2025 ·
    Le Yang
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  6. LightningDrag: Lightning Fast and Accurate Drag-based Image Editing Emerging from Videos
    ICML 2025 ·
    Yujun Shi
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  7. Log-Sum-Exponential Estimator for Off-Policy Evaluation and Learning
    ICML 2025 ·
    Armin Behnamnia
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  8. Optimal Multi-Objective Best Arm Identification with Fixed Confidence
    AISTATS 2025 ·
    Zhirui Chen
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  9. Parameter-free Algorithms for the Stochastically Extended Adversarial Model
    NeurIPS 2025 ·
    Shuche Wang
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  10. Towards Understanding Why FixMatch Generalizes Better Than Supervised Learning
    ICLR 2025 ·
    Jingyang Li
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  11. p-Mean Regret for Stochastic Bandits
    AAAI 2025 ·
    Anand Krishna
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  12. AdjointDPM: Adjoint Sensitivity Method for Gradient Backpropagation of Diffusion Probabilistic Models
    ICLR 2024 ·
    Jiachun Pan
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  13. Almost Minimax Optimal Best Arm Identification in Piecewise Stationary Linear Bandits
    NeurIPS 2024 ·
    Yunlong Hou
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  14. DragDiffusion: Harnessing Diffusion Models for Interactive Point-Based Image Editing
    CVPR 2024 ·
    Yujun Shi
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  15. Fixed-Budget Differentially Private Best Arm Identification
    ICLR 2024 ·
    Zhirui Chen
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  16. Influence Maximization via Graph Neural Bandits
    SIGKDD 2024 ·
    Yuting Feng
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