PPaperPicks

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

DBLP profile ↗ORCID 0000-0002-5008-4527 ↗Google Scholar ↗Homepage ↗

Venues

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

Frequent coauthors

Jiachun Pan
×4
Zhirui Chen
×3
Jun Hao Liew
×3
Hanshu Yan
×3
Yunlong Hou
×2
Yujun Shi
×2
Jiashi Feng
×2
P. N. Karthik
×2
Yeow Meng Chee
×2
Adarsh Barik
×2
Tianyuan Jin
×1
Heyang Zhao
×1

Papers

  1. Avoiding exp(k*) Scaling for Thompson Sampling in Combinatorial Semi-Bandits: From Multiple Seeds to a Single Seed
    COLT 2026 ·
    Tianyuan Jin
    ,
    Heyang Zhao
    , Vincent Y. F. Tan,
    Quanquan Gu
  2. On the Exponential Convergence for Offline RLHF with Pairwise Comparisons
    AAAI 2026 ·
    Zhirui Chen
    , Vincent Y. F. Tan
  3. Asymptotically Optimal Linear Best Feasible Arm Identification with Fixed Budget
    UAI 2025 ·
    Jie Bian
    , Vincent Y. F. Tan
  4. BanditSpec: Adaptive Speculative Decoding via Bandit Algorithms
    ICML 2025 ·
    Yunlong Hou
    ,
    Fengzhuo Zhang
    ,
    Cunxiao Du
    ,
    Xuan Zhang
    ,
    Jiachun Pan
    ,
    Tianyu Pang
    ,
    Chao Du
    , Vincent Y. F. Tan,
    Zhuoran Yang
  5. Best Arm Identification with Possibly Biased Offline Data
    UAI 2025 ·
    Le Yang
    , Vincent Y. F. Tan,
    Wang Chi Cheung
  6. LightningDrag: Lightning Fast and Accurate Drag-based Image Editing Emerging from Videos
    ICML 2025 ·
    Yujun Shi
    ,
    Jun Hao Liew
    ,
    Hanshu Yan
    , Vincent Y. F. Tan,
    Jiashi Feng
  7. Log-Sum-Exponential Estimator for Off-Policy Evaluation and Learning
    ICML 2025 ·
    Armin Behnamnia
    ,
    Gholamali Aminian
    ,
    Alireza Aghaei
    ,
    Chengchun Shi
    , Vincent Y. F. Tan,
    Hamid R. Rabiee
  8. Optimal Multi-Objective Best Arm Identification with Fixed Confidence
    AISTATS 2025 ·
    Zhirui Chen
    ,
    P. N. Karthik
    ,
    Yeow Meng Chee
    , Vincent Y. F. Tan
  9. Parameter-free Algorithms for the Stochastically Extended Adversarial Model
    NeurIPS 2025 ·
    Shuche Wang
    ,
    Adarsh Barik
    ,
    Peng Zhao
    , Vincent Y. F. Tan
  10. Towards Understanding Why FixMatch Generalizes Better Than Supervised Learning
    ICLR 2025 ·
    Jingyang Li
    ,
    Jiachun Pan
    , Vincent Y. F. Tan,
    Kim-Chuan Toh
    ,
    Pan Zhou
  11. p-Mean Regret for Stochastic Bandits
    AAAI 2025 ·
    Anand Krishna
    ,
    Philips George John
    ,
    Adarsh Barik
    , Vincent Y. F. Tan
  12. AdjointDPM: Adjoint Sensitivity Method for Gradient Backpropagation of Diffusion Probabilistic Models
    ICLR 2024 ·
    Jiachun Pan
    ,
    Jun Hao Liew
    , Vincent Y. F. Tan,
    Jiashi Feng
    ,
    Hanshu Yan
  13. Almost Minimax Optimal Best Arm Identification in Piecewise Stationary Linear Bandits
    NeurIPS 2024 ·
    Yunlong Hou
    , Vincent Y. F. Tan,
    Zixin Zhong
  14. DragDiffusion: Harnessing Diffusion Models for Interactive Point-Based Image Editing
    CVPR 2024 ·
    Yujun Shi
    ,
    Chuhui Xue
    ,
    Jun Hao Liew
    ,
    Jiachun Pan
    ,
    Hanshu Yan
    ,
    Wenqing Zhang
    , Vincent Y. F. Tan,
    Song Bai
  15. Fixed-Budget Differentially Private Best Arm Identification
    ICLR 2024 ·
    Zhirui Chen
    ,
    P. N. Karthik
    ,
    Yeow Meng Chee
    , Vincent Y. F. Tan
  16. Influence Maximization via Graph Neural Bandits
    SIGKDD 2024 ·
    Yuting Feng
    , Vincent Y. F. Tan,
    Bogdan Cautis