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Yi Ouyang — most-cited papers & profile · Large Language Models
← authors
·
overview
Yi Ouyang
7
papers ·
60
citations ·
14
h-index
University of Science and Technology of China
Google Scholar ↗
Semantic Scholar ↗
OpenAlex ↗
Most-cited papers
Learning Unknown Markov Decision Processes: A Thompson Sampling Approach
2017 · 52 citations
Regret Bounds for Decentralized Learning in Cooperative Multi-Agent Dynamical Systems
2020 · 4 citations
Learning Latent State Spaces for Planning through Reward Prediction
2019 · 3 citations
Generation is better than Modification: Combating High Class Homophily Variance in Graph Anomaly Detection
2024 · 1 citations
Beyond Words: Multimodal LLM Knows When to Speak
2025
Beyond Words: Multimodal LLM Knows When to Speak
2025
Model approximation in MDPs with unbounded per-step cost
2024
Topics
Model-Based RL
Value-Based
Video-Language
Audio-Visual
Vision-Language Models
Orchestration
Evaluation
Benchmarks
Exploration
Multi-Agent