Ben Liang

6 papers · 2020–2026 · 5 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 · Silver 🏃 Academic Marathon · Sprint 🌉 Interdisciplinary Bridge · Bronze 🐣 Hot Topic Early Bird

Venues

L4DC (2) AAAI (1) ICML (1) JMLR (1) UAI (1)

Top co-authors

Ruoyu Wu (2) Nima Eshraghi (2) Wei Bao (2) Hequn Wang (1) Liming Ge (1) Kimon Antonakopoulos (1) Ashish Khisti (1) Volkan Cevher (1) Jingrong Wang (1) Ali Ramezani-Kebrya (1)

Research topics

Machine Learning (5) Optimization & Theory (5) Mathematics & Optimization (4) Optimization (4) Learning Types (1)

Keywords

dynamic regret (2) competitive ratio (2) online optimization (2) resource allocation (2) distributed optimization (1) mirror descent (1) optimization theory (1) online mirror descent (1) generalization bound (1) regret bound (1) online algorithm (1) momentum method (1) min-max optimization (1) online matching (1) knapsack problem (1) bandwidth allocation (1) consensus algorithm (1) heterogeneous network (1) distributed online optimization (1) stochastic resource consumption (1)

Papers

Online Capacitated General Matching with Knapsack AAAI 2026 Online Generalized Magician’s Problem with Multiple Workers UAI 2025 On the Generalization of Stochastic Gradient Descent with Momentum JMLR 2024 Gradient and Projection Free Distributed Online Min-Max Resource Optimization L4DC 2022 Improving Dynamic Regret in Distributed Online Mirror Descent Using Primal and Dual Information L4DC 2022 Distributed Online Optimization over a Heterogeneous Network with Any-Batch Mirror Descent ICML 2020