MetaLogic: Logical Reasoning Explanations with Fine-Grained Structure. - Yinya Huang; Hongming Zhang 009; Ruixin Hong; Xiaodan Liang; Changshui Zhang; Dong Yu 001 (EMNLP, 2022)

METGEN: A Module-Based Entailment Tree Generation Framework for Answer Explanation. - Ruixin Hong; Hongming Zhang 009; Xintong Yu; Changshui Zhang (NAACL-HLT (Findings), 2022)

VD-PCR: Improving visual dialog with pronoun coreference resolution. - Xintong Yu; Hongming Zhang 009; Ruixin Hong; Yangqiu Song; Changshui Zhang (Pattern Recognit., 2022)

Learning Event Extraction From a Few Guideline Examples. - Ruixin Hong; Hongming Zhang 009; Xintong Yu; Changshui Zhang (IEEE ACM Trans. Audio Speech Lang. Process., 2022)

Faithful Question Answering with Monte-Carlo Planning. - Ruixin Hong; Hongming Zhang 009; Hong Zhao; Dong Yu 001; Changshui Zhang (ACL (1), 2023)

Automatically Predict Material Properties with Microscopic Image Example Polymer Compatibility. - Zhilong Liang; Zhenzhi Tan; Ruixin Hong; Wanli Ouyang; Jinying Yuan; Changshui Zhang (CoRR, 2023)

Automatically Predicting Material Properties with Microscopic Images: Polymer Miscibility as an Example. - Zhilong Liang; Zhenzhi Tan; Ruixin Hong; Wanli Ouyang; Jinying Yuan; Changshui Zhang (J. Chem. Inf. Model., 2023)

CLOMO: Counterfactual Logical Modification with Large Language Models. - Yinya Huang; Ruixin Hong; Hongming Zhang 009; Wei Shao 009; Zhicheng Yang; Dong Yu 001; Changshui Zhang; Xiaodan Liang; Linqi Song (ACL (1), 2024)

Abstraction-of-Thought Makes Language Models Better Reasoners. - Ruixin Hong; Hongming Zhang 009; Xiaoman Pan; Dong Yu 001; Changshui Zhang (EMNLP (Findings), 2024)

A Closer Look at the Self-Verification Abilities of Large Language Models in Logical Reasoning. - Ruixin Hong; Hongming Zhang 009; Xinyu Pang; Dong Yu 001; Changshui Zhang (NAACL-HLT, 2024)

Assimilation and Accommodation: Task-Adaptive Hierarchical Abstraction for Solving Web Tasks. - Xinyu Pang; Ruixin Hong; Hongming Zhang 009; Changshui Zhang (ACL (Findings), 2025)

Physics Reasoner: Knowledge-Augmented Reasoning for Solving Physics Problems with Large Language Models. - Xinyu Pang; Ruixin Hong; Zhanke Zhou; Fangrui Lv; Xinwei Yang; Zhilong Liang; Bo Han 003; Changshui Zhang (COLING, 2025)

Streaming Looking Ahead with Token-level Self-reward. - Hongming Zhang 009; Ruixin Hong; Dong Yu 001 (CoRR, 2025)