Guangliang Liu

Assistant Professor, Indiana University

Joined

September 2022

Names

Guangliang Liu (Preferred)

Emails

****@msu.edu (Confirmed)

****@iu.edu (Confirmed)

Personal Links

Semantic Scholar

ACL Anthology

Career & Education History

Assistant Professor

Indiana University (iu.edu)

2026 – Present

Advisors, Relations & Conflicts

No relations added

Expertise

machine learning

2021 – Present

natural language processing

2013 – Present

Publications

Revealing the Pragmatic Dilemma for Moral Reasoning Acquisition in Language Models
Guangliang Liu, Lei Jiang, Xitong Zhang, Kristen Marie Johnson
- CoRR 2025
- Readers: Everyone
A Survey to Recent Progress Towards Understanding In-Context Learning
Haitao Mao, Guangliang Liu, Yao Ma, Rongrong Wang, Kristen Marie Johnson, Jiliang Tang
- NAACL (Findings) 2025
- Readers: Everyone
Convergence Towards Stable Intrinsic Self-correction of Large Language Models
Guangliang Liu, Haitao Mao, Bochuan Cao, Zhiyu Xue, Xitong Zhang, Rongrong Wang, Jiliang Tang, Kristen Johnson
- Submitted to ICLR 2025
- Readers: Everyone
Improving Generalization of Complex Models under Unbounded Loss Using PAC-Bayes Bounds
Xitong Zhang, Avrajit Ghosh, Guangliang Liu, Rongrong Wang
- Accepted by TMLR
- Readers: Everyone
Intrinsic Self-correction for Enhanced Morality: An Analysis of Internal Mechanisms and the Superficial Hypothesis
Guangliang Liu, Haitao Mao, Jiliang Tang, Kristen Marie Johnson
- CoRR 2024
- Readers: Everyone
Towards Understanding Task-agnostic Debiasing Through the Lenses of Intrinsic Bias and Forgetfulness
Guangliang Liu, Milad Afshari, Xitong Zhang, Zhiyu Xue, Avrajit Ghosh, Bidhan Bashyal, Rongrong Wang, Kristen Marie Johnson
- CoRR 2024
- Readers: Everyone
Is Moral Self-correction An Innate Capability of Large Language Models? A Mechanistic Analysis to Self-correction
Zimo Qi, Guangliang Liu, Kristen Marie Johnson, Lu Chen
- CoRR 2024
- Readers: Everyone
Smaller Large Language Models Can Do Moral Self-Correction
Guangliang Liu, Zhiyu Xue, Rongrong Wang, Kristen Marie Johnson
- CoRR 2024
- Readers: Everyone
A Data Generation Perspective to the Mechanism of In-Context Learning
Haitao Mao, Guangliang Liu, Yao Ma, Rongrong Wang, Jiliang Tang
- CoRR 2024
- Readers: Everyone

View all 22 publications

Co-Authors

View all 28 co-authors