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Siliang Zeng — most-cited papers & profile · Reinforcement Learning
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Siliang Zeng
5
papers ·
8
citations
Google Scholar ↗
Semantic Scholar ↗
OpenAlex ↗
Most-cited papers
From Demonstrations to Rewards: Alignment Without Explicit Human Preferences
2025 · 4 citations
Aligning Frozen LLMs by Reinforcement Learning: An Iterative Reweight-then-Optimize Approach
2025 · 1 citations
Stabilizing Off-Policy Training for Long-Horizon LLM Agent via Turn-Level Importance Sampling and Clipping-Triggered Normalization
2025
Understanding Inverse Reinforcement Learning under Overparameterization: Non-Asymptotic Analysis and Global Optimality
2025
Top co-authors
Mingyi Hong
· 3
Alfredo Garcia
· 2
Chenliang Li
· 2
Zhongruo Wang
· 2
Adel Elmahdy
· 1
Alex Boyd
· 1
Alfredo Garcia
· 1
Cao Xiao
· 1
Chenliang Li
· 1
George Karypis
· 1
Huzefa Rangwala
· 1
Jiaxiang Li
· 1
Topics
Model-Based RL
RLHF & Alignment
Offline RL
Policy Gradient
Value-Based
Multi-Agent