Siyuan Guo

About Siyuan Guo

Siyuan Guo, With an exceptional h-index of 3 and a recent h-index of 3 (since 2020), a distinguished researcher at Jilin University, specializes in the field of Reinforcement Learning, Information Retrieval, Large Language Model.

His recent articles reflect a diverse array of research interests and contributions to the field:

DS-Agent: Automated Data Science by Empowering Large Language Models with Case-Based Reasoning

Learning Generalizable Agents via Saliency-Guided Features Decorrelation

Sample efficient offline-to-online reinforcement learning

A simple unified uncertainty-guided framework for offline-to-online reinforcement learning

Instructed diffuser with temporal condition guidance for offline reinforcement learning

Enhanced doubly robust learning for debiasing post-click conversion rate estimation

TAERT: triple-attentional explainable recommendation with temporal convolutional network

Siyuan Guo Information

University

Position

___

Citations(all)

76

Citations(since 2020)

76

Cited By

0

hIndex(all)

3

hIndex(since 2020)

3

i10Index(all)

2

i10Index(since 2020)

2

Email

University Profile Page

Google Scholar

Siyuan Guo Skills & Research Interests

Reinforcement Learning

Information Retrieval

Large Language Model

Top articles of Siyuan Guo

DS-Agent: Automated Data Science by Empowering Large Language Models with Case-Based Reasoning

arXiv preprint arXiv:2402.17453

2024/2/27

Learning Generalizable Agents via Saliency-Guided Features Decorrelation

Advances in Neural Information Processing Systems

2024/2/13

Sample efficient offline-to-online reinforcement learning

IEEE Transactions on Knowledge and Data Engineering

2023/8/7

A simple unified uncertainty-guided framework for offline-to-online reinforcement learning

arXiv preprint arXiv:2306.07541

2023/6/13

Instructed diffuser with temporal condition guidance for offline reinforcement learning

arXiv preprint arXiv:2306.04875

2023/6/8

Enhanced doubly robust learning for debiasing post-click conversion rate estimation

2021/7/11

TAERT: triple-attentional explainable recommendation with temporal convolutional network

Information Sciences

2021/8/1

See List of Professors in Siyuan Guo University(Jilin University)

Co-Authors

academic-engine