Yuan Tian

Associate Professor, Jilin University

Joined

January 2022

Names

Yuan Tian (Preferred)

Emails

****@jlu.edu.cn (Confirmed)

Personal Links

Google Scholar

ORCID

Semantic Scholar

Career & Education History

Associate Professor

Jilin University (jlu.edu.cn)

2021 – 2026

Postdoc

Jilin University (jlu.edu.cn)

2019 – 2021

PhD student

Jilin University (jlu.edu.cn)

2012 – 2018

Advisors, Relations & Conflicts

Coauthor

Yi Chang

2019 – 2022

Expertise

large language model

2023 – Present

Knowledge Graph

2019 – Present

Machine Learning

2012 – Present

Publications

USE: Enhancing Mixed-Motive Cooperation via Unified Self and Collective Rewards
Qifan Liang, Zhengbang Zhu, Xihuai Wang, Feiyu Wang, Yixiang Shan, Lu Guo, Ting Long, Weinan Zhang, Yuan Tian
- Submitted to ICLR 2026
- Readers: Everyone
Towards Unified Representations of Knowledge Graph and Expert Rules for Machine Learning and Reasoning
Zhepei Wei, Yue Wang, Jinnan Li, Zhining Liu, Erxin Yu, Yuan Tian, Yi Chang
- Proceedings of the 2nd Conference of the Asia-Pacific Chapter of the Association for Computational Linguistics and the 12th International Joint Conference on Natural Language Processing
- Readers: Everyone
FastClass: A Time-Efficient Approach to Weakly-Supervised Text Classification
Tingyu Xia, Yue Wang, Yuan Tian, Yi Chang
- The 2022 Conference on Empirical Methods in Natural Language Processing
- Readers: Everyone
Rethinking Data Selection at Scale: Random Selection is Almost All You Need
Tingyu Xia, Bowen Yu, Kai Dang, An Yang, Yuan Wu, Yuan Tian, Yi Chang, Junyang Lin
- Submitted to ICLR 2025
- Readers: Everyone
Reconstruction-Guided Policy: Enhancing Decision-Making through Agent-Wise State Consistency
Liang Qifan, Yixiang Shan, Haipeng Liu, Zhengbang Zhu, Ting Long, Weinan Zhang, Yuan Tian
- ICLR 2025 Poster
- Readers: Everyone
Explainable Fake News Detection With Large Language Model via Defense Among Competing Wisdom
Bo Wang, Jing Ma, Hongzhan Lin, Zhiwei Yang, Ruichao Yang, Yuan Tian, Yi Chang
- TheWebConf24
- Readers: Everyone

Co-Authors

View all 27 co-authors

Yuan Tian

Names

Emails

Personal Links

Career & Education History

Advisors, Relations & Conflicts

Expertise

Publications

USE: Enhancing Mixed-Motive Cooperation via Unified Self and Collective Rewards

Towards Unified Representations of Knowledge Graph and Expert Rules for Machine Learning and Reasoning

FastClass: A Time-Efficient Approach to Weakly-Supervised Text Classification

Rethinking Data Selection at Scale: Random Selection is Almost All You Need

Reconstruction-Guided Policy: Enhancing Decision-Making through Agent-Wise State Consistency

Explainable Fake News Detection With Large Language Model via Defense Among Competing Wisdom

Co-Authors