Hengquan Guo
7 papers · 2022–2025 · 6 conferences · across top CS/AI conferences
Achievements
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🌉
Interdisciplinary Bridge
🌍
Conference Polyglot
(6)
🐝
Cross-Pollinator
(9)
🏆
Keyword Champion
(2)
Conferences
IJCAI (2)
COLT (1)
ICLR (1)
ICML (1)
L4DC (1)
NIPS (1)
Top co-authors
Keywords
regret bound
(4)
constraint violation
(3)
lyapunov optimization
(2)
online convex optimization
(2)
constrained optimization
(2)
strongly convex
(1)
adaptive learning rate
(1)
online algorithm
(1)
contextual bandit
(1)
adaptive algorithm
(1)
gradient variation
(1)
online regression
(1)
online scheduling
(1)
hard constraint
(1)
continuum-armed bandit
(1)
cumulative constraint violation
(1)
black box optimization
(1)
multi-stage task
(1)
markov decision process
(1)
regret minimization
(1)
Papers
Triple-Optimistic Learning for Stochastic Contextual Bandits with General Constraints
ICML 2025
On Stochastic Contextual Bandits with Knapsacks in Small Budget Regime
ICLR 2025
No Regret Reinforcement Learning Algorithms for Online Scheduling with Multi-Stage Tasks
IJCAI 2025
On the Power of Optimism in Constrained Online Convex Optimization
IJCAI 2025
Stochastic Constrained Contextual Bandits via Lyapunov Optimization Based Estimation to Decision Framework
COLT 2024
Rectified Pessimistic-Optimistic Learning for Stochastic Continuum-armed Bandit with Constraints
L4DC 2023
Online Convex Optimization with Hard Constraints: Towards the Best of Two Worlds and Beyond
NIPS 2022