Learning Sense Representation from Word Representation for Unsupervised Word Sense Disambiguation (Student Abstract). - Jie Wang; Zhenxin Fu; Moxin Li; Haisong Zhang; Dongyan Zhao 001; Rui Yan 001 (AAAI, 2020)

Hybrid Learning to Rank for Financial Event Ranking. - Fuli Feng; Moxin Li; Cheng Luo 001; Ritchie Ng; Tat-Seng Chua (SIGIR, 2021)

Learning to Imagine: Integrating Counterfactual Thinking in Neural Discrete Reasoning. - Moxin Li; Fuli Feng; Hanwang Zhang; Xiangnan He 001; Fengbin Zhu; Tat-Seng Chua (ACL (1), 2022)

Hypothetical Training for Robust Machine Reading Comprehension of Tabular Context. - Moxin Li; Wenjie Wang 007; Fuli Feng; Hanwang Zhang; Qifan Wang 001; Tat-Seng Chua (ACL (Findings), 2023)

Robust Prompt Optimization for Large Language Models Against Distribution Shifts. - Moxin Li; Wenjie Wang 007; Fuli Feng; Yixin Cao 002; Jizhi Zhang; Tat-Seng Chua (EMNLP, 2023)

SoarGraph: Numerical Reasoning over Financial Table-Text Data via Semantic-Oriented Hierarchical Graphs. - Fengbin Zhu; Moxin Li; Junbin Xiao; Fuli Feng; Chao Wang 049; Tat-Seng Chua (WWW (Companion Volume), 2023)

Doc2SoarGraph: Discrete Reasoning over Visually-Rich Table-Text Documents with Semantic-Oriented Hierarchical Graphs. - Fengbin Zhu; Chao Wang 049; Fuli Feng; Zifeng Ren; Moxin Li; Tat-Seng Chua (CoRR, 2023)

Robust Instruction Optimization for Large Language Models with Distribution Shifts. - Moxin Li; Wenjie Wang 007; Fuli Feng; Jizhi Zhang; Tat-Seng Chua (CoRR, 2023)

Evaluating Mathematical Reasoning of Large Language Models: A Focus on Error Identification and Correction. - Xiaoyuan Li; Wenjie Wang 007; Moxin Li; Junrong Guo; Yang Zhang 072; Fuli Feng (ACL (Findings), 2024)

Doc2SoarGraph: Discrete Reasoning over Visually-Rich Table-Text Documents via Semantic-Oriented Hierarchical Graphs. - Fengbin Zhu; Chao Wang 049; Fuli Feng; Zifeng Ren; Moxin Li; Tat-Seng Chua (LREC/COLING, 2024)

Don't Just Say "I don't know"! Self-aligning Large Language Models for Responding to Unknown Questions with Explanations. - Yang Deng 002; Yong Zhao; Moxin Li; See-Kiong Ng; Tat-Seng Chua (EMNLP, 2024)

Think Twice Before Trusting: Self-Detection for Large Language Models through Comprehensive Answer Reflection. - Moxin Li; Wenjie Wang 007; Fuli Feng; Fengbin Zhu; Qifan Wang 001; Tat-Seng Chua (EMNLP (Findings), 2024)

Dual-Phase Accelerated Prompt Optimization. - Muchen Yang; Moxin Li; Yongle Li; Zijun Chen 001; Chongming Gao; Junqi Zhang; Yangyang Li; Fuli Feng (EMNLP (Findings), 2024)

TAT-LLM: A Specialized Language Model for Discrete Reasoning over Financial Tabular and Textual Data. - Fengbin Zhu; Ziyang Liu; Fuli Feng; Chao Wang 049; Moxin Li; Tat-Seng Chua (ICAIF, 2024)

TAT-LLM: A Specialized Language Model for Discrete Reasoning over Tabular and Textual Data. - Fengbin Zhu; Ziyang Liu; Fuli Feng; Chao Wang 049; Moxin Li; Tat-Seng Chua (CoRR, 2024)

Gotcha! Don't trick me with unanswerable questions! Self-aligning Large Language Models for Responding to Unknown Questions. - Yang Deng 002; Yong Zhao; Moxin Li; See-Kiong Ng; Tat-Seng Chua (CoRR, 2024)

Think Twice Before Assure: Confidence Estimation for Large Language Models through Reflection on Multiple Answers. - Moxin Li; Wenjie Wang 007; Fuli Feng; Fengbin Zhu; Qifan Wang 001; Tat-Seng Chua (CoRR, 2024)

Influence of political tensions on scientific productivity, citation impact, and knowledge combinations. - Moxin Li; Yang Wang 036 (Scientometrics, 2024)

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 007; Fuli Feng; Dayiheng Liu; Junyang Lin (ACL (Findings), 2025)

Self-Improvement Towards Pareto Optimality: Mitigating Preference Conflicts in Multi-Objective Alignment. - Moxin Li; Yuantao Zhang; Wenjie Wang 007; Wentao Shi 002; Zhuo Liu; Fuli Feng; Tat-Seng Chua (ACL (Findings), 2025)

Knowledge Boundary of Large Language Models: A Survey. - Moxin Li; Yong Zhao; Wenxuan Zhang 001; Shuaiyi Li; Wenya Xie; See-Kiong Ng; Tat-Seng Chua; Yang Deng 002 (ACL (1), 2025)

Counterfactual Debating with Preset Stances for Hallucination Elimination of LLMs. - Yi Fang 008; Moxin Li; Wenjie Wang 007; Lin Hui; Fuli Feng (COLING, 2025)

Large Language Models with Multi-faceted Relation Alignment for User Novel Interest Discovery. - Shuxian Bi; Wenjie Wang 007; Moxin Li; Chongming Gao; Fuli Feng (PAKDD (7), 2025)

Unveiling Knowledge Boundary of Large Language Models for Trustworthy Information Access. - Yang Deng 002; Moxin Li; Liang Pang; Wenxuan Zhang 001; Wai Lam (SIGIR, 2025)

Executive alumni networks: Catalysts or constraints for innovation in China's listed firms? - Jinzhong Guo; Jianan Liu; Moxin Li; Xiaoling Liu; Chengyong Liu (J. Data Inf. Sci., 2025)

Affiliation homogeneity and scientific impact: A comparative study across nations. - Moxin Li; Yang Wang 036 (J. Informetrics, 2025)

MTR-Bench: A Comprehensive Benchmark for Multi-Turn Reasoning Evaluation. - Xiaoyuan Li; Keqin Bao; Yubo Ma; Moxin Li; Wenjie Wang 007; Rui Men; Yichang Zhang; Fuli Feng; Dayiheng Liu; Junyang Lin (CoRR, 2025)

Assistant-Guided Mitigation of Teacher Preference Bias in LLM-as-a-Judge. - Zhuo Liu; Moxin Li; Xun Deng; Qifan Wang 001; Fuli Feng (CoRR, 2025)

MathOPEval: A Fine-grained Evaluation Benchmark for Visual Operations of MLLMs in Mathematical Reasoning. - Xiaoyuan Li; Moxin Li; Wenjie Wang 007; Rui Men; Yichang Zhang; Fuli Feng; Dayiheng Liu; Junyang Lin (CoRR, 2025)