Shengbo Wang

Venues

Frequent coauthors

Papers

1. LAMDA: Two-Phase HPO via Learning Prior from Low-Fidelity Data
   AAAI 2026 ·

   Fan Li

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2. Preference Is More than Comparisons: Rethinking Dueling Bandits with Augmented Human Feedback
   AAAI 2026 · Shengbo Wang
3. Sample Complexity of Distributionally Robust Average-Reward Reinforcement Learning
   NeurIPS 2025 ·

   Zijun Chen

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4. Statistical Learning of Distributionally Robust Stochastic Control in Continuous State Spaces
   AISTATS 2025 · Shengbo Wang
5. An Efficient High-dimensional Gradient Estimator for Stochastic Differential Equations
   NeurIPS 2024 · Shengbo Wang
6. Constrained Bayesian Optimization under Partial Observations: Balanced Improvements and Provable Convergence
   AAAI 2024 · Shengbo Wang
7. Direct Preference-Based Evolutionary Multi-Objective Optimization with Dueling Bandits
   NeurIPS 2024 ·

   Tian Huang

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8. Optimal Sample Complexity for Average Reward Markov Decision Processes
   ICLR 2024 · Shengbo Wang