Junwen Yang

5 papers · 2022–2026 · 4 venues · across top CS/AI venues

Authors are matched by name, so researchers who share a name ("Yang Liu", "Wei Wang") appear as a single profile and their paper counts, venues and achievements are combined. How identity is handled.

Achievements

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🌍 Conference Polyglot · Bronze 🌉 Interdisciplinary Bridge · Bronze 🗺️ Taxonomy Completionist (16) 🏆 Keyword Champion (2)

Venues

JMLR (2) ICML (1) NeurIPS (1) NSDI (1)

Top co-authors

Vincent Y. F. Tan (2) Yifan Feng (1) Vincent Tan (1) Tianyuan Jin (1) Sruthi P C (1) Yongle Zhang (1) Pedro Fonseca (1) Bishal Basak Papan (1) Yaoxu Song (1) Ke Han (1)

Research topics

Machine Learning (4) Learning Types (4) Optimization & Theory (4) Mathematics & Optimization (2) Core Methods (2) Optimization (2) Computer Science (1) Applications (1) Systems (1)

Keywords

best arm identification (3) sample complexity (3) multi-armed bandit (2) information-theoretic lower bound (2) bandit feedback (1) sequential testing (1) minimax optimal (1) optimal design (1) online algorithm (1) adaptive algorithm (1) linear bandit (1) automated testing (1) confidence bound (1) best-item identification (1) choice-based feedback (1) nested elimination algorithm (1) g-optimal design (1) test prioritization (1) arm allocation (1) distributed storage system (1)

Papers

Best Arm Identification with Minimal Regret JMLR 2026 UpFuzz: Detecting Data Format Incompatibility Bugs during Distributed Storage System Upgrade NSDI 2026 Optimal Clustering with Bandit Feedback JMLR 2024 Nested Elimination: A Simple Algorithm for Best-Item Identification From Choice-Based Feedback ICML 2023 Minimax Optimal Fixed-Budget Best Arm Identification in Linear Bandits NeurIPS 2022