Ruiquan Huang

7 papers at tracked venues · 6 at CORE A* · active 2024–2025

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Venues

ICLR ×2 NeurIPS ×2 AAAI ×1 ICML ×1 UAI ×1

Frequent coauthors

Fengyu Gao

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Xi Li

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Papers

Augmenting Online RL with Offline Data is All You Need: A Unified Hybrid RL Algorithm Design and Analysis
UAI 2025 · Ruiquan Huang
How Transformers Learn Regular Language Recognition: A Theoretical Study on Training Dynamics and Implicit Bias
ICML 2025 · Ruiquan Huang
Federated Online Prediction from Experts with Differential Privacy: Separations and Regret Speed-ups
NeurIPS 2024 ·
Fengyu Gao
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Non-asymptotic Convergence of Training Transformers for Next-token Prediction
NeurIPS 2024 · Ruiquan Huang
Provable Benefits of Multi-task RL under Non-Markovian Decision Making Processes
ICLR 2024 · Ruiquan Huang
Provably Efficient UCB-type Algorithms For Learning Predictive State Representations
ICLR 2024 · Ruiquan Huang
Temporal-Distributed Backdoor Attack against Video Based Action Recognition
AAAI 2024 ·
Xi Li
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