Xiaohong Chen
6 papers · 2022–2026 · 5 venues · across top CS/AI venues
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Achievements
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Taxonomy Completionist
(17)
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Venues
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Research topics
Machine Learning
(5)
Artificial Intelligence
(2)
Deep Learning
(2)
Natural Language Processing
(2)
Application Areas
(2)
Optimization & Theory
(2)
Mathematics & Optimization
(1)
Reinforcement Learning
(1)
Applications
(1)
Core AI
(1)
Core Methods
(1)
Generation
(1)
Learning Paradigms
(1)
Learning Types
(1)
Methods
(1)
Keywords
signal temporal logic
(2)
representation learning
(1)
reinforcement learning
(1)
off-policy evaluation
(1)
k-means clustering
(1)
data augmentation
(1)
natural language generation
(1)
distributed learning
(1)
minimax optimization
(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 data
(1)
data harmonization
(1)
fair-range clustering
(1)
Papers
A Mean-Field Analysis of Neural Stochastic Gradient Descent-Ascent for Functional Minimax Optimization
JMLR 2026
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
Confusion-Resistant Federated Learning via Diffusion-Based Data Harmonization on Non-IID Data
NeurIPS 2024
Parameterized Approximation Schemes for Fair-Range Clustering
NeurIPS 2024
On Well-posedness and Minimax Optimal Rates of Nonparametric Q-function Estimation in Off-policy Evaluation
ICML 2022