MathDQN: Solving Arithmetic Word Problems via Deep Reinforcement Learning. - Lei Wang 185; Dongxiang Zhang; Lianli Gao; Jingkuan Song; Long Guo; Heng Tao Shen (AAAI, 2018)

Translating Math Word Problem to Expression Tree. - Lei Wang 185; Yan Wang 060; Deng Cai 002; Dongxiang Zhang; Xiaojiang Liu (EMNLP, 2018)

The Gap of Semantic Parsing: A Survey on Automatic Math Word Problem Solvers. - Dongxiang Zhang; Lei Wang 185; Nuo Xu; Bing Tian Dai; Heng Tao Shen (CoRR, 2018)

Translating a Math Word Problem to an Expression Tree. - Lei Wang 185; Yan Wang 060; Deng Cai 002; Dongxiang Zhang; Xiaojiang Liu (CoRR, 2018)

Template-Based Math Word Problem Solvers with Recursive Neural Networks. - Lei Wang 185; Dongxiang Zhang; Jipeng Zhang; Xing Xu 001; Lianli Gao; Bing Tian Dai; Heng Tao Shen (AAAI, 2019)

Modeling Intra-Relation in Math Word Problems with Different Functional Multi-Head Attentions. - Jierui Li; Lei Wang 185; Jipeng Zhang; Yan Wang 060; Bing Tian Dai; Dongxiang Zhang (ACL (1), 2019)

Graph-to-Tree Learning for Solving Math Word Problems. - Jipeng Zhang; Lei Wang 185; Roy Ka-Wei Lee; Yi Bin; Yan Wang 060; Jie Shao 001; Ee-Peng Lim (ACL, 2020)

DeepStyle: User Style Embedding for Authorship Attribution of Short Texts. - Zhiqiang Hu; Roy Ka-Wei Lee; Lei Wang 185; Ee-Peng Lim; Bo Dai 006 (APWeb/WAIM (2), 2020)

Next-Term Grade Prediction: A Machine Learning Approach. - Audrey Tedja Widjaja; Lei Wang 185; Nghia Trong Truong; Aldy Gunawan; Ee-Peng Lim (EDM, 2020)

Teacher-Student Networks with Multiple Decoders for Solving Math Word Problem. - Jipeng Zhang; Roy Ka-Wei Lee; Ee-Peng Lim; Wei Qin; Lei Wang 185; Jie Shao 001; Qianru Sun (IJCAI, 2020)

The Gap of Semantic Parsing: A Survey on Automatic Math Word Problem Solvers. - Dongxiang Zhang; Lei Wang 185; Luming Zhang; Bing Tian Dai; Heng Tao Shen (IEEE Trans. Pattern Anal. Mach. Intell., 2020)

NOAHQA: Numerical Reasoning with Interpretable Graph Question Answering Dataset. - Qiyuan Zhang; Lei Wang 185; Sicheng Yu; Shuohang Wang; Yang Wang 015; Jing Jiang 001; Ee-Peng Lim (EMNLP (Findings), 2021)

Investigating Math Word Problems using Pretrained Multilingual Language Models. - Minghuan Tan; Lei Wang 185; Lingxiao Jiang; Jing Jiang 001 (CoRR, 2021)

MWPToolkit: An Open-Source Framework for Deep Learning-Based Math Word Problem Solvers. - Yihuai Lan; Lei Wang 185; Qiyuan Zhang; Yunshi Lan; Bing Tian Dai; Yan Wang 060; Dongxiang Zhang; Ee-Peng Lim (AAAI, 2022)

Explanation Guided Contrastive Learning for Sequential Recommendation. - Lei Wang 185; Ee-Peng Lim; Zhiwei Liu 001; Tianxiang Zhao 001 (CIKM, 2022)

Mitigating Popularity Bias in Recommendation with Unbalanced Interactions: A Gradient Perspective. - Weijieying Ren; Lei Wang 185; Kunpeng Liu 001; Ruocheng Guo; Ee-Peng Lim; Yanjie Fu (ICDM, 2022)

MWP-BERT: Numeracy-Augmented Pre-training for Math Word Problem Solving. - Zhenwen Liang; Jipeng Zhang; Lei Wang 185; Wei Qin; Yunshi Lan; Jie Shao 001; Xiangliang Zhang 001 (NAACL-HLT (Findings), 2022)

Math Word Problem Generation with Memory Retrieval. - Xiaowei Wang; Wei Qin; Zhenzhen Hu; Lei Wang 185; Yunshi Lan; Richang Hong (PRCV (3), 2022)

Learning discriminative representations via variational self-distillation for cross-view geo-localization. - Qian Hu; Wansi Li; Xing Xu 001; Ning Liu; Lei Wang 185 (Comput. Electr. Eng., 2022)

Improving Compositional Generalization in Math Word Problem Solving. - Yunshi Lan; Lei Wang 185; Jing Jiang 001; Ee-Peng Lim (CoRR, 2022)

Generalizing Math Word Problem Solvers via Solution Diversification. - Zhenwen Liang; Jipeng Zhang; Lei Wang 185; Yan Wang 060; Jie Shao 001; Xiangliang Zhang 001 (AAAI, 2023)

Alignment-Enriched Tuning for Patch-Level Pre-trained Document Image Models. - Lei Wang 185; Jiabang He; Xing Xu 001; Ning Liu; Hui Liu (AAAI, 2023)

Plan-and-Solve Prompting: Improving Zero-Shot Chain-of-Thought Reasoning by Large Language Models. - Lei Wang 185; Wanyu Xu; Yihuai Lan; Zhiqiang Hu; Yunshi Lan; Roy Ka-Wei Lee; Ee-Peng Lim (ACL (1), 2023)

FlaCGEC: A Chinese Grammatical Error Correction Dataset with Fine-grained Linguistic Annotation. - Hanyue Du; Yike Zhao; Qingyuan Tian; Jiani Wang; Lei Wang 185; Yunshi Lan; Xuesong Lu (CIKM, 2023)

Non-Autoregressive Math Word Problem Solver with Unified Tree Structure. - Yi Bin; Mengqun Han; Wenhao Shi; Lei Wang 185; Yang Yang 002; See-Kiong Ng; Heng Tao Shen (EMNLP, 2023)

LLM-Adapters: An Adapter Family for Parameter-Efficient Fine-Tuning of Large Language Models. - Zhiqiang Hu; Lei Wang 185; Yihuai Lan; Wanyu Xu; Ee-Peng Lim; Lidong Bing; Xing Xu 001; Soujanya Poria; Roy Ka-Wei Lee (EMNLP, 2023)

LLM4Vis: Explainable Visualization Recommendation using ChatGPT. - Lei Wang 185; Songheng Zhang; Yun Wang 012; Ee-Peng Lim; Yong Wang 021 (EMNLP (Industry Track), 2023)

ICL-D3IE: In-Context Learning with Diverse Demonstrations Updating for Document Information Extraction. - Jiabang He; Lei Wang 185; Yi Hu; Ning Liu; Hui Liu; Xing Xu 001; Heng Tao Shen (ICCV, 2023)

Do-GOOD: Towards Distribution Shift Evaluation for Pre-Trained Visual Document Understanding Models. - Jiabang He; Yi Hu; Lei Wang 185; Xing Xu 001; Ning Liu; Hui Liu; Heng Tao Shen (SIGIR, 2023)

LLM-Adapters: An Adapter Family for Parameter-Efficient Fine-Tuning of Large Language Models. - Zhiqiang Hu; Yihuai Lan; Lei Wang 185; Wanyu Xu; Ee-Peng Lim; Roy Ka-Wei Lee; Lidong Bing; Soujanya Poria (CoRR, 2023)

Zero-Shot Next-Item Recommendation using Large Pretrained Language Models. - Lei Wang 185; Ee-Peng Lim (CoRR, 2023)

Non-Autoregressive Math Word Problem Solver with Unified Tree Structure. - Yi Bin; Mengqun Han; Wenhao Shi; Lei Wang 185; Yang Yang 002; Heng Tao Shen (CoRR, 2023)

Read, Diagnose and Chat: Towards Explainable and Interactive LLMs-Augmented Depression Detection in Social Media. - Wei Qin; Zetong Chen; Lei Wang 185; Yunshi Lan; Weijieying Ren; Richang Hong (CoRR, 2023)

MoCoSA: Momentum Contrast for Knowledge Graph Completion with Structure-Augmented Pre-trained Language Models. - Jiabang He; Liu Jia; Lei Wang 185; Xiyao Li; Xing Xu 001 (CoRR, 2023)

T-SciQ: Teaching Multimodal Chain-of-Thought Reasoning via Large Language Model Signals for Science Question Answering. - Lei Wang 185; Yi Hu; Jiabang He; Xing Xu 001; Ning Liu; Hui Liu; Heng Tao Shen (AAAI, 2024)

NUMCoT: Numerals and Units of Measurement in Chain-of-Thought Reasoning using Large Language Models. - Ancheng Xu; Minghuan Tan; Lei Wang 185; Min Yang 007; Ruifeng Xu 001 (ACL (Findings), 2024)

LLM-Based Agent Society Investigation: Collaboration and Confrontation in Avalon Gameplay. - Yihuai Lan; Zhiqiang Hu; Lei Wang 185; Yang Wang 015; Deheng Ye; Peilin Zhao; Ee-Peng Lim; Hui Xiong 001; Hao Wang 094 (EMNLP, 2024)

Gradient-Aware Logit Adjustment Loss for Long-Tailed Classifier. - Fan Zhang; Wei Qin; Weijieying Ren; Lei Wang 185; Zetong Chen; Richang Hong (ICASSP, 2024)

Mitigating Fine-Grained Hallucination by Fine-Tuning Large Vision-Language Models with Caption Rewrites. - Lei Wang 185; Jiabang He; Shenshen Li; Ning Liu; Ee-Peng Lim (MMM (4), 2024)

The Whole is Better than the Sum: Using Aggregated Demonstrations in In-Context Learning for Sequential Recommendation. - Lei Wang 185; Ee-Peng Lim (NAACL-HLT (Findings), 2024)

All in a Single Image: Large Multimodal Models are In-Image Learners. - Lei Wang 185; Wanyu Xu; Zhiqiang Hu; Yihuai Lan; Shan Dong; Hao Wang 094; Roy Ka-Wei Lee; Ee-Peng Lim (CoRR, 2024)

Analyzing and Reducing Catastrophic Forgetting in Parameter Efficient Tuning. - Weijieying Ren; Xinlong Li; Lei Wang 185; Tianxiang Zhao 001; Wei Qin (CoRR, 2024)

MathHay: An Automated Benchmark for Long-Context Mathematical Reasoning in LLMs. - Lei Wang 185; Shan Dong; Yuhui Xu; Hanze Dong; Yalu Wang; Amrita Saha; Ee-Peng Lim; Caiming Xiong; Doyen Sahoo (CoRR, 2024)

ChartifyText: Automated Chart Generation from Data-Involved Texts via LLM. - Songheng Zhang; Lei Wang 185; Toby Jia-Jun Li; Qiaomu Shen; Yixin Cao; Yong Wang 021 (CoRR, 2024)

Probing Effects of Contextual Bias on Number Magnitude Estimation. - Xuehao Du; Ping Ji; Wei Qin; Lei Wang 185; Yunshi Lan (KSII Trans. Internet Inf. Syst., 2024)

A Prompt-Based Topic-Modeling Method for Depression Detection on Low-Resource Data. - Yanrong Guo; Jilong Liu; Lei Wang 185; Wei Qin; Shijie Hao; Richang Hong (IEEE Trans. Comput. Soc. Syst., 2024)

Math Word Problem Generation via Disentangled Memory Retrieval. - Wei Qin; Xiaowei Wang; Zhenzhen Hu; Lei Wang 185; Yunshi Lan; Richang Hong (ACM Trans. Knowl. Discov. Data, 2024)

From Observation to Understanding: Front-Door Adjustments with Uncertainty Calibration for Enhancing Egocentric Reasoning in LVLMs. - Shenshen Li; Wenxin Meng; Lei Wang 185; Hao Yang; Chong Peng; Peng Yan; Fumin Shen; Jingkuan Song; Heng Tao Shen; Xing Xu 001 (ACL (Findings), 2025)

DiaLLMs: EHR-Enhanced Clinical Conversational System for Clinical Test Recommendation and Diagnosis Prediction. - Weijieying Ren; Tianxiang Zhao 001; Lei Wang 185; Tianchun Wang; Vasant G. Honavar (ACL (Findings), 2025)

Analyzing and Reducing Catastrophic Forgetting in Parameter Efficient Tuning. - Xinlong Li; Weijieying Ren; Wei Qin; Lei Wang 185; Tianxiang Zhao 001; Richang Hong (ICASSP, 2025)

ThinK: Thinner Key Cache by Query-Driven Pruning. - Yuhui Xu; Zhanming Jie; Hanze Dong; Lei Wang 185; Xudong Lu; Aojun Zhou; Amrita Saha; Caiming Xiong; Doyen Sahoo (ICLR, 2025)

A Minimalist Approach to LLM Reasoning: from Rejection Sampling to Reinforce. - Wei Xiong 015; Jiarui Yao; Yuhui Xu; Bo Pang 004; Lei Wang 185; Doyen Sahoo; Junnan Li 001; Nan Jiang 008; Tong Zhang 001; Caiming Xiong; Hanze Dong (CoRR, 2025)

Scalable Chain of Thoughts via Elastic Reasoning. - Yuhui Xu; Hanze Dong; Lei Wang 185; Doyen Sahoo; Junnan Li 001; Caiming Xiong (CoRR, 2025)

Truth in the Few: High-Value Data Selection for Efficient Multi-Modal Reasoning. - Shenshen Li; Kaiyuan Deng; Lei Wang 185; Hao Yang; Chong Peng; Peng Yan; Fumin Shen; Heng Tao Shen; Xing Xu 001 (CoRR, 2025)