Honghao Wei
13 papers · 2022–2026 · 5 conferences · across top CS/AI conferences
Achievements
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π Interdisciplinary Bridge π§ Keyword Pioneer π Cross-Pollinator (9) π Renaissance Researcher (6) πΊοΈ Taxonomy Completionist (28)
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Conference Polyglot
(5)
π
Century Club
(12)
π₯
Unstoppable
(5)
ποΈ
Keyword Collector
(65)
Conferences
AAAI (5)
NIPS (4)
AISTATS (2)
ICCV (1)
ICML (1)
Top co-authors
Keywords
safe reinforcement learning
(5)
constraint violation
(4)
constrained markov decision process
(3)
regret bound
(3)
constrained mdp
(3)
offline reinforcement learning
(3)
autonomous driving
(2)
policy optimization
(2)
model-free reinforcement learning
(2)
linear function approximation
(2)
constraint satisfaction
(2)
sublinear regret
(2)
model-free algorithm
(2)
reproducing kernel hilbert space
(1)
sensor fusion
(1)
convex optimization
(1)
adversarial training
(1)
domain adaptation
(1)
adversarial learning
(1)
sample complexity
(1)
Papers
Safe Reinforcement Learning for Trustworthy AI: Theory, Algorithms, and Applications
AAAI 2026
HGSFusion: Radar-Camera Fusion with Hybrid Generation and Synchronization for 3D Object Detection
AAAI 2025
Constraint-Adaptive Policy Switching for Offline Safe Reinforcement Learning
AAAI 2025
DATA: Domain-And-Time Alignment for High-Quality Feature Fusion in Collaborative Perception
ICCV 2025
An Optimistic Algorithm for online CMDPS with Anytime Adversarial Constraints
ICML 2025
Safe and Efficient: A Primal-Dual Method for Offline Convex CMDPs under Partial Data Coverage
NIPS 2024
Safe Reinforcement Learning with Instantaneous Constraints: The Role of Aggressive Exploration
AAAI 2024
Adversarially Trained Weighted Actor-Critic for Safe Offline Reinforcement Learning
NIPS 2024
Provably Efficient Model-Free Algorithms for Non-stationary CMDPs
AISTATS 2023
Sample Efficient Reinforcement Learning in Mixed Systems through Augmented Samples and Its Applications to Queueing Networks
NIPS 2023
Triple-Q: A Model-Free Algorithm for Constrained Reinforcement Learning with Sublinear Regret and Zero Constraint Violation
AISTATS 2022
Online Convex Optimization with Hard Constraints: Towards the Best of Two Worlds and Beyond
NIPS 2022
A Provably-Efficient Model-Free Algorithm for Infinite-Horizon Average-Reward Constrained Markov Decision Processes
AAAI 2022