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

Jing Yang

×6

Yingbin Liang

×4

Donghao Li

×1

Chengshuai Shi

×1

Cong Shen

×1

Fengyu Gao

×1

Yuan Cheng

×1

Vincent Tan

×1

Xi Li

×1

Songhe Wang

×1

Mahanth Gowda

×1

George Kesidis

×1

Papers

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