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Siyu Chen — most-cited papers & profile · Reinforcement Learning
← authors
·
overview
Siyu Chen
36
papers ·
6
citations ·
0
h-index
German Sport University Cologne · Oregon Health & Science University · University of Southampton
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Most-cited papers
INFUSER: Influence-Guided Self-Evolution Improves Reasoning
2026
Benchmarking AI Agents for Addressing Scientific Challenges Across Scales
2026
Step 3.5 Flash: Open Frontier-Level Intelligence with 11B Active Parameters
2026
DrugImproverGPT: A Large Language Model for Drug Optimization with Fine-Tuning via Structured Policy Optimization
2025
Wasserstein Flow Meets Replicator Dynamics: A Mean-Field Analysis of Representation Learning in Actor-Critic
2021
Learning to Incentivize Information Acquisition: Proper Scoring Rules Meet Principal-Agent Model
2023
Why does in-context learning fail sometimes? Evaluating in-context learning on open and closed questions
2024
Unveiling the Statistical Foundations of Chain-of-Thought Prompting Methods
2024
Top co-authors
Zhuoran Yang
· 6
Fengzhuo Zhang
· 2
Xinyang Hu
· 2
Ada Fang
· 1
Ailin Huang
· 1
Allen Xin Wang
· 1
and Marcin Abram
· 1
Ang Li
· 1
Antonia Panescu
· 1
Aobo Kong
· 1
Arman Cohan
· 1
Beining Wu
· 1
Topics
cs.LG
cs.AI
stat.ML
cs.CL
cs.GT
Model-Based RL
RLHF & Alignment
Meta-RL
q-bio.BM
math.OC