Xiaohong Chen
5 papers · 2022–2026 · 4 conferences · across top CS/AI conferences
Achievements
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π§ Keyword Pioneer π Conference Polyglot (3) π Cross-Pollinator (10) π Renaissance Researcher (6) π Interdisciplinary Bridge
πΊοΈ
Taxonomy Completionist
(14)
Conferences
NIPS (2)
AAAI (1)
ACL (1)
ICML (1)
Top co-authors
Keywords
signal temporal logic
(2)
reinforcement learning
(1)
off-policy evaluation
(1)
k-means clustering
(1)
data augmentation
(1)
natural language generation
(1)
distributed learning
(1)
markov decision process
(1)
euclidean space
(1)
nonparametric estimation
(1)
k-median clustering
(1)
diffusion model
(1)
approximation algorithm
(1)
reward model
(1)
proximal policy optimization
(1)
non-iid datum
(1)
data harmonization
(1)
fair-range clustering
(1)
fairness constraint
(1)
fair clustering
(1)
Papers
RESTL: Reinforcement Learning Guided by Multi-Aspect Rewards for Signal Temporal Logic Transformation
AAAI 2026
Enhancing Transformation from Natural Language to Signal Temporal Logic Using LLMs with Diverse External Knowledge
ACL 2025
Parameterized Approximation Schemes for Fair-Range Clustering
NIPS 2024
Confusion-Resistant Federated Learning via Diffusion-Based Data Harmonization on Non-IID Data
NIPS 2024
On Well-posedness and Minimax Optimal Rates of Nonparametric Q-function Estimation in Off-policy Evaluation
ICML 2022