| 2026 | ACL | MTR-Bench: A Comprehensive Benchmark for Multi-Turn Reasoning Evaluation. | Xiaoyuan Li, Keqin Bao, Yubo Ma, Moxin Li, Wenjie Wang, Rui Men, Yichang Zhang, Fuli Feng, Dayiheng Liu |
| 2026 | ACL | TROJail: Trajectory-Level Optimization for Multi-Turn Large Language Model Jailbreaks with Process Rewards. | Xiqiao Xiong, Ouxiang Li, Zhuo Liu, Moxin Li, Wentao Shi, Fengbin Zhu, Qifan Wang, Fuli Feng |
| 2025 | ACL | HellaSwag-Pro: A Large-Scale Bilingual Benchmark for Evaluating the Robustness of LLMs in Commonsense Reasoning. | Xiaoyuan Li, Moxin Li, Rui Men, Yichang Zhang, Keqin Bao, Wenjie Wang, Fuli Feng, Dayiheng Liu, Junyang Lin |
| 2025 | ACL | Self-Improvement Towards Pareto Optimality: Mitigating Preference Conflicts in Multi-Objective Alignment. | Moxin Li, Yuantao Zhang, Wenjie Wang, Wentao Shi, Zhuo Liu, Fuli Feng, Tat-Seng Chua |
| 2025 | ACL | Knowledge Boundary of Large Language Models: A Survey. | Moxin Li, Yong Zhao, Wenxuan Zhang, Shuaiyi Li, Wenya Xie, See-Kiong Ng, Tat-Seng Chua, Yang Deng |
| 2025 | COLING | Counterfactual Debating with Preset Stances for Hallucination Elimination of LLMs. | Yi Fang, Moxin Li, Wenjie Wang, Lin Hui, Fuli Feng |
| 2025 | EMNLP | Assistant-Guided Mitigation of Teacher Preference Bias in LLM-as-a-Judge. | Zhuo Liu, Moxin Li, Xun Deng, Qifan Wang, Fuli Feng |
| 2025 | PAKDD | Large Language Models with Multi-faceted Relation Alignment for User Novel Interest Discovery. | Shuxian Bi, Wenjie Wang, Moxin Li, Chongming Gao, Fuli Feng |
| 2025 | SIGIR | Unveiling Knowledge Boundary of Large Language Models for Trustworthy Information Access. | Yang Deng, Moxin Li, Liang Pang, Wenxuan Zhang, Wai Lam |
| 2024 | ACL | Evaluating Mathematical Reasoning of Large Language Models: A Focus on Error Identification and Correction. | Xiaoyuan Li, Wenjie Wang, Moxin Li, Junrong Guo, Yang Zhang, Fuli Feng |
| 2024 | COLING | Doc2SoarGraph: Discrete Reasoning over Visually-Rich Table-Text Documents via Semantic-Oriented Hierarchical Graphs. | Fengbin Zhu, Chao Wang, Fuli Feng, Zifeng Ren, Moxin Li, Tat-Seng Chua |
| 2024 | EMNLP | Don't Just Say "I don't know"! Self-aligning Large Language Models for Responding to Unknown Questions with Explanations. | Yang Deng, Yong Zhao, Moxin Li, See-Kiong Ng, Tat-Seng Chua |
| 2024 | EMNLP | Think Twice Before Trusting: Self-Detection for Large Language Models through Comprehensive Answer Reflection. | Moxin Li, Wenjie Wang, Fuli Feng, Fengbin Zhu, Qifan Wang, Tat-Seng Chua |
| 2024 | EMNLP | Dual-Phase Accelerated Prompt Optimization. | Muchen Yang, Moxin Li, Yongle Li, Zijun Chen, Chongming Gao, Junqi Zhang, Yangyang Li, Fuli Feng |
| 2023 | ACL | Hypothetical Training for Robust Machine Reading Comprehension of Tabular Context. | Moxin Li, Wenjie Wang, Fuli Feng, Hanwang Zhang, Qifan Wang, Tat-Seng Chua |
| 2023 | EMNLP | Robust Prompt Optimization for Large Language Models Against Distribution Shifts. | Moxin Li, Wenjie Wang, Fuli Feng, Yixin Cao, Jizhi Zhang, Tat-Seng Chua |
| 2023 | WWW | SoarGraph: Numerical Reasoning over Financial Table-Text Data via Semantic-Oriented Hierarchical Graphs. | Fengbin Zhu, Moxin Li, Junbin Xiao, Fuli Feng, Chao Wang, Tat-Seng Chua |
| 2022 | ACL | Learning to Imagine: Integrating Counterfactual Thinking in Neural Discrete Reasoning. | Moxin Li, Fuli Feng, Hanwang Zhang, Xiangnan He, Fengbin Zhu, Tat-Seng Chua |
| 2021 | SIGIR | Hybrid Learning to Rank for Financial Event Ranking. | Fuli Feng, Moxin Li, Cheng Luo, Ritchie Ng, Tat-Seng Chua |
| 2020 | AAAI | Learning Sense Representation from Word Representation for Unsupervised Word Sense Disambiguation (Student Abstract). | Jie Wang, Zhenxin Fu, Moxin Li, Haisong Zhang, Dongyan Zhao, Rui Yan |