Lei Wang - RankMe

83 papers A* 16A 3B 1Misc 3Journal 48Unranked 12

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	DeepResearchEval: An Automated Framework for Deep Research Task Construction and Agentic Evaluation. CoRR Yibo Wang, Lei Wang, Yue Deng, Keming Wu, Yao Xiao, Huanjin Yao, Liwei Kang, Hai Ye, Yongcheng Jing, Lidong Bing
2026	J	`jnl`	Document Reconstruction Unlocks Scalable Long-Context RLVR. CoRR Yao Xiao, Lei Wang, Yue Deng, Guanzheng Chen, Ziqi Jin, Jung-jae Kim, Xiaoli Li, Roy Ka-Wei Lee, Lidong Bing
2026	J	`jnl`	Explainable and Interactive LLMs-Augmented Depression Detection in Social Media. IEEE Trans. Comput. Soc. Syst. Wei Qin, Zetong Chen, Xun Yang, Lei Wang, Yunshi Lan, Weijieying Ren, Richang Hong
2026	J	`jnl`	From Perception to Action: An Interactive Benchmark for Vision Reasoning. CoRR Yuhao Wu, Maojia Song, Yihuai Lan, Lei Wang, Zhiqiang Hu, Yao Xiao, Heng Zhou, Weihua Zheng, Dylan Raharja, Soujanya Poria, Roy Ka-Wei Lee
2026	J	`jnl`	MiroEval: Benchmarking Multimodal Deep Research Agents in Process and Outcome. CoRR Fangda Ye, Yuxin Hu, Pengxiang Zhu, Yibo Li, Ziqi Jin, Yao Xiao, Yibo Wang, Lei Wang, Zhen Zhang, Lu Wang, Yue Deng, Bin Wang, Yifan Zhang, Liangcai Su, Xinyu Wang, He Zhao, Chen Wei, Qiang Ren, Bryan Hooi, An Bo, Shuicheng Yan, Lidong Bing
2026	J	`jnl`	Self-Rewarding Sequential Monte Carlo for Masked Diffusion Language Models. CoRR Ziwei Luo, Ziqi Jin, Lei Wang, Lidong Bing, Thomas B. Schön
2025	J	`jnl`	A Minimalist Approach to LLM Reasoning: from Rejection Sampling to Reinforce. CoRR Wei Xiong, Jiarui Yao, Yuhui Xu, Bo Pang, Lei Wang, Doyen Sahoo, Junnan Li, Nan Jiang, Tong Zhang, Caiming Xiong, Hanze Dong
2025	Misc	`conf`	Analyzing and Reducing Catastrophic Forgetting in Parameter Efficient Tuning. ICASSP Xinlong Li, Weijieying Ren, Wei Qin, Lei Wang, Tianxiang Zhao, Richang Hong
2025	A	`conf`	Causal Intervention with Active Learning for Large Vision-Language Models in Egocentric Contexts. ICME Wenxin Meng, Shenshen Li, Lei Wang, Hao Yang, Chong Peng, Peng Yan, Xing Xu
2025	Misc	`conf`	DVM: Towards Controllable LLM Agents in Social Deduction Games. ICASSP Zheng Zhang, Yihuai Lan, Yangsen Chen, Lei Wang, Xiang Wang, Hao Wang
2025	J	`jnl`	DiaLLMs: EHR Enhanced Clinical Conversational System for Clinical Test Recommendation and Diagnosis Prediction. CoRR Weijieying Ren, Tianxiang Zhao, Lei Wang, Tianchun Wang, Vasant G. Honavar
2025	—	`conf`	DiaLLMs: EHR-Enhanced Clinical Conversational System for Clinical Test Recommendation and Diagnosis Prediction. ACL (Findings) Weijieying Ren, Tianxiang Zhao, Lei Wang, Tianchun Wang, Vasant G. Honavar
2025	—	`conf`	From Observation to Understanding: Front-Door Adjustments with Uncertainty Calibration for Enhancing Egocentric Reasoning in LVLMs. ACL (Findings) Shenshen Li, Wenxin Meng, Lei Wang, Hao Yang, Chong Peng, Peng Yan, Fumin Shen, Jingkuan Song, Heng Tao Shen, Xing Xu
2025	J	`jnl`	Reward Models Identify Consistency, Not Causality. CoRR Yuhui Xu, Hanze Dong, Lei Wang, Caiming Xiong, Junnan Li
2025	J	`jnl`	Scalable Chain of Thoughts via Elastic Reasoning. CoRR Yuhui Xu, Hanze Dong, Lei Wang, Doyen Sahoo, Junnan Li, Caiming Xiong
2025	A*	`conf`	ThinK: Thinner Key Cache by Query-Driven Pruning. ICLR Yuhui Xu, Zhanming Jie, Hanze Dong, Lei Wang, Xudong Lu, Aojun Zhou, Amrita Saha, Caiming Xiong, Doyen Sahoo
2025	J	`jnl`	Truth in the Few: High-Value Data Selection for Efficient Multi-Modal Reasoning. CoRR Shenshen Li, Kaiyuan Deng, Lei Wang, Hao Yang, Chong Peng, Peng Yan, Fumin Shen, Heng Tao Shen, Xing Xu
2025	J	`jnl`	What Makes Reasoning Invalid: Echo Reflection Mitigation for Large Language Models. CoRR Chen He, Xun Jiang, Lei Wang, Hao Yang, Chong Peng, Peng Yan, Fumin Shen, Xing Xu
2024	J	`jnl`	A Prompt-Based Topic-Modeling Method for Depression Detection on Low-Resource Data. IEEE Trans. Comput. Soc. Syst. Yanrong Guo, Jilong Liu, Lei Wang, Wei Qin, Shijie Hao, Richang Hong
2024	J	`jnl`	All in a Single Image: Large Multimodal Models are In-Image Learners. CoRR Lei Wang, Wanyu Xu, Zhiqiang Hu, Yihuai Lan, Shan Dong, Hao Wang, Roy Ka-Wei Lee, Ee-Peng Lim
2024	J	`jnl`	Analyzing and Reducing Catastrophic Forgetting in Parameter Efficient Tuning. CoRR Weijieying Ren, Xinlong Li, Lei Wang, Tianxiang Zhao, Wei Qin
2024	J	`jnl`	ChartifyText: Automated Chart Generation from Data-Involved Texts via LLM. CoRR Songheng Zhang, Lei Wang, Toby Jia-Jun Li, Qiaomu Shen, Yixin Cao, Yong Wang
2024	Misc	`conf`	Gradient-Aware Logit Adjustment Loss for Long-Tailed Classifier. ICASSP Fan Zhang, Wei Qin, Weijieying Ren, Lei Wang, Zetong Chen, Richang Hong
2024	J	`jnl`	Gradient-Aware Logit Adjustment Loss for Long-tailed Classifier. CoRR Fan Zhang, Wei Qin, Weijieying Ren, Lei Wang, Zetong Chen, Richang Hong
2024	A*	`conf`	LLM-Based Agent Society Investigation: Collaboration and Confrontation in Avalon Gameplay. EMNLP Yihuai Lan, Zhiqiang Hu, Lei Wang, Yang Wang, Deheng Ye, Peilin Zhao, Ee-Peng Lim, Hui Xiong, Hao Wang
2024	J	`jnl`	Math Word Problem Generation via Disentangled Memory Retrieval. ACM Trans. Knowl. Discov. Data Wei Qin, Xiaowei Wang, Zhenzhen Hu, Lei Wang, Yunshi Lan, Richang Hong
2024	J	`jnl`	MathHay: An Automated Benchmark for Long-Context Mathematical Reasoning in LLMs. CoRR Lei Wang, Shan Dong, Yuhui Xu, Hanze Dong, Yalu Wang, Amrita Saha, Ee-Peng Lim, Caiming Xiong, Doyen Sahoo
2024	—	`conf`	Mitigating Fine-Grained Hallucination by Fine-Tuning Large Vision-Language Models with Caption Rewrites. MMM (4) Lei Wang, Jiabang He, Shenshen Li, Ning Liu, Ee-Peng Lim
2024	—	`conf`	NUMCoT: Numerals and Units of Measurement in Chain-of-Thought Reasoning using Large Language Models. ACL (Findings) Ancheng Xu, Minghuan Tan, Lei Wang, Min Yang, Ruifeng Xu
2024	J	`jnl`	NUMCoT: Numerals and Units of Measurement in Chain-of-Thought Reasoning using Large Language Models. CoRR Ancheng Xu, Minghuan Tan, Lei Wang, Min Yang, Ruifeng Xu
2024	J	`jnl`	Probing Effects of Contextual Bias on Number Magnitude Estimation. KSII Trans. Internet Inf. Syst. Xuehao Du, Ping Ji, Wei Qin, Lei Wang, Yunshi Lan
2024	A*	`conf`	T-SciQ: Teaching Multimodal Chain-of-Thought Reasoning via Large Language Model Signals for Science Question Answering. AAAI Lei Wang, Yi Hu, Jiabang He, Xing Xu, Ning Liu, Hui Liu, Heng Tao Shen
2024	—	`conf`	The Whole is Better than the Sum: Using Aggregated Demonstrations in In-Context Learning for Sequential Recommendation. NAACL-HLT (Findings) Lei Wang, Ee-Peng Lim
2024	J	`jnl`	The Whole is Better than the Sum: Using Aggregated Demonstrations in In-Context Learning for Sequential Recommendation. CoRR Lei Wang, Ee-Peng Lim
2023	A*	`conf`	Alignment-Enriched Tuning for Patch-Level Pre-trained Document Image Models. AAAI Lei Wang, Jiabang He, Xing Xu, Ning Liu, Hui Liu
2023	A*	`conf`	Do-GOOD: Towards Distribution Shift Evaluation for Pre-Trained Visual Document Understanding Models. SIGIR Jiabang He, Yi Hu, Lei Wang, Xing Xu, Ning Liu, Hui Liu, Heng Tao Shen
2023	J	`jnl`	Do-GOOD: Towards Distribution Shift Evaluation for Pre-Trained Visual Document Understanding Models. CoRR Jiabang He, Yi Hu, Lei Wang, Xing Xu, Ning Liu, Hui Liu, Heng Tao Shen
2023	A	`conf`	FlaCGEC: A Chinese Grammatical Error Correction Dataset with Fine-grained Linguistic Annotation. CIKM Hanyue Du, Yike Zhao, Qingyuan Tian, Jiani Wang, Lei Wang, Yunshi Lan, Xuesong Lu
2023	J	`jnl`	FlaCGEC: A Chinese Grammatical Error Correction Dataset with Fine-grained Linguistic Annotation. CoRR Hanyue Du, Yike Zhao, Qingyuan Tian, Jiani Wang, Lei Wang, Yunshi Lan, Xuesong Lu
2023	A*	`conf`	Generalizing Math Word Problem Solvers via Solution Diversification. AAAI Zhenwen Liang, Jipeng Zhang, Lei Wang, Yan Wang, Jie Shao, Xiangliang Zhang
2023	A*	`conf`	ICL-D3IE: In-Context Learning with Diverse Demonstrations Updating for Document Information Extraction. ICCV Jiabang He, Lei Wang, Yi Hu, Ning Liu, Hui Liu, Xing Xu, Heng Tao Shen
2023	J	`jnl`	ICL-D3IE: In-Context Learning with Diverse Demonstrations Updating for Document Information Extraction. CoRR Jiabang He, Lei Wang, Yi Hu, Ning Liu, Hui Liu, Xing Xu, Heng Tao Shen
2023	A*	`conf`	LLM-Adapters: An Adapter Family for Parameter-Efficient Fine-Tuning of Large Language Models. EMNLP Zhiqiang Hu, Lei Wang, Yihuai Lan, Wanyu Xu, Ee-Peng Lim, Lidong Bing, Xing Xu, Soujanya Poria, Roy Ka-Wei Lee
2023	J	`jnl`	LLM-Adapters: An Adapter Family for Parameter-Efficient Fine-Tuning of Large Language Models. CoRR Zhiqiang Hu, Yihuai Lan, Lei Wang, Wanyu Xu, Ee-Peng Lim, Roy Ka-Wei Lee, Lidong Bing, Soujanya Poria
2023	J	`jnl`	LLM-Based Agent Society Investigation: Collaboration and Confrontation in Avalon Gameplay. CoRR Yihuai Lan, Zhiqiang Hu, Lei Wang, Yang Wang, Deheng Ye, Peilin Zhao, Ee-Peng Lim, Hui Xiong, Hao Wang
2023	—	`conf`	LLM4Vis: Explainable Visualization Recommendation using ChatGPT. EMNLP (Industry Track) Lei Wang, Songheng Zhang, Yun Wang, Ee-Peng Lim, Yong Wang
2023	J	`jnl`	LLM4Vis: Explainable Visualization Recommendation using ChatGPT. CoRR Lei Wang, Songheng Zhang, Yun Wang, Ee-Peng Lim, Yong Wang
2023	J	`jnl`	Mitigating Fine-Grained Hallucination by Fine-Tuning Large Vision-Language Models with Caption Rewrites. CoRR Lei Wang, Jiabang He, Shenshen Li, Ning Liu, Ee-Peng Lim
2023	J	`jnl`	MoCoSA: Momentum Contrast for Knowledge Graph Completion with Structure-Augmented Pre-trained Language Models. CoRR Jiabang He, Liu Jia, Lei Wang, Xiyao Li, Xing Xu
2023	A*	`conf`	Non-Autoregressive Math Word Problem Solver with Unified Tree Structure. EMNLP Yi Bin, Mengqun Han, Wenhao Shi, Lei Wang, Yang Yang, See-Kiong Ng, Heng Tao Shen
2023	J	`jnl`	Non-Autoregressive Math Word Problem Solver with Unified Tree Structure. CoRR Yi Bin, Mengqun Han, Wenhao Shi, Lei Wang, Yang Yang, Heng Tao Shen
2023	—	`conf`	Plan-and-Solve Prompting: Improving Zero-Shot Chain-of-Thought Reasoning by Large Language Models. ACL (1) Lei Wang, Wanyu Xu, Yihuai Lan, Zhiqiang Hu, Yunshi Lan, Roy Ka-Wei Lee, Ee-Peng Lim
2023	J	`jnl`	Plan-and-Solve Prompting: Improving Zero-Shot Chain-of-Thought Reasoning by Large Language Models. CoRR Lei Wang, Wanyu Xu, Yihuai Lan, Zhiqiang Hu, Yunshi Lan, Roy Ka-Wei Lee, Ee-Peng Lim
2023	J	`jnl`	Read, Diagnose and Chat: Towards Explainable and Interactive LLMs-Augmented Depression Detection in Social Media. CoRR Wei Qin, Zetong Chen, Lei Wang, Yunshi Lan, Weijieying Ren, Richang Hong
2023	J	`jnl`	T-SciQ: Teaching Multimodal Chain-of-Thought Reasoning via Large Language Model Signals for Science Question Answering. CoRR Lei Wang, Yi Hu, Jiabang He, Xing Xu, Ning Liu, Hui Liu, Heng Tao Shen
2023	J	`jnl`	Zero-Shot Next-Item Recommendation using Large Pretrained Language Models. CoRR Lei Wang, Ee-Peng Lim
2022	J	`jnl`	Alignment-Enriched Tuning for Patch-Level Pre-trained Document Image Models. CoRR Lei Wang, Jiabang He, Xing Xu, Ning Liu, Hui Liu
2022	A	`conf`	Explanation Guided Contrastive Learning for Sequential Recommendation. CIKM Lei Wang, Ee-Peng Lim, Zhiwei Liu, Tianxiang Zhao
2022	J	`jnl`	Explanation Guided Contrastive Learning for Sequential Recommendation. CoRR Lei Wang, Ee-Peng Lim, Zhiwei Liu, Tianxiang Zhao
2022	J	`jnl`	Generalizing Math Word Problem Solvers via Solution Diversification. CoRR Zhenwen Liang, Jipeng Zhang, Lei Wang, Yan Wang, Jie Shao, Xiangliang Zhang
2022	J	`jnl`	Improving Compositional Generalization in Math Word Problem Solving. CoRR Yunshi Lan, Lei Wang, Jing Jiang, Ee-Peng Lim
2022	J	`jnl`	Learning discriminative representations via variational self-distillation for cross-view geo-localization. Comput. Electr. Eng. Qian Hu, Wansi Li, Xing Xu, Ning Liu, Lei Wang
2022	—	`conf`	MWP-BERT: Numeracy-Augmented Pre-training for Math Word Problem Solving. NAACL-HLT (Findings) Zhenwen Liang, Jipeng Zhang, Lei Wang, Wei Qin, Yunshi Lan, Jie Shao, Xiangliang Zhang
2022	A*	`conf`	MWPToolkit: An Open-Source Framework for Deep Learning-Based Math Word Problem Solvers. AAAI Yihuai Lan, Lei Wang, Qiyuan Zhang, Yunshi Lan, Bing Tian Dai, Yan Wang, Dongxiang Zhang, Ee-Peng Lim
2022	—	`conf`	Math Word Problem Generation with Memory Retrieval. PRCV (3) Xiaowei Wang, Wei Qin, Zhenzhen Hu, Lei Wang, Yunshi Lan, Richang Hong
2022	A*	`conf`	Mitigating Popularity Bias in Recommendation with Unbalanced Interactions: A Gradient Perspective. ICDM Weijieying Ren, Lei Wang, Kunpeng Liu, Ruocheng Guo, Ee-Peng Lim, Yanjie Fu
2022	J	`jnl`	Mitigating Popularity Bias in Recommendation with Unbalanced Interactions: A Gradient Perspective. CoRR Weijieying Ren, Lei Wang, Kunpeng Liu, Ruocheng Guo, Ee-Peng Lim, Yanjie Fu
2021	J	`jnl`	DeepStyle: User Style Embedding for Authorship Attribution of Short Texts. CoRR Zhiqiang Hu, Roy Ka-Wei Lee, Lei Wang, Ee-Peng Lim, Bo Dai
2021	J	`jnl`	Investigating Math Word Problems using Pretrained Multilingual Language Models. CoRR Minghuan Tan, Lei Wang, Lingxiao Jiang, Jing Jiang
2021	J	`jnl`	MWPToolkit: An Open-Source Framework for Deep Learning-Based Math Word Problem Solvers. CoRR Yihuai Lan, Lei Wang, Qiyuan Zhang, Yunshi Lan, Bing Tian Dai, Yan Wang, Dongxiang Zhang, Ee-Peng Lim
2021	—	`conf`	NOAHQA: Numerical Reasoning with Interpretable Graph Question Answering Dataset. EMNLP (Findings) Qiyuan Zhang, Lei Wang, Sicheng Yu, Shuohang Wang, Yang Wang, Jing Jiang, Ee-Peng Lim
2021	J	`jnl`	NOAHQA: Numerical Reasoning with Interpretable Graph Question Answering Dataset. CoRR Qiyuan Zhang, Lei Wang, Sicheng Yu, Shuohang Wang, Yang Wang, Jing Jiang, Ee-Peng Lim
2020	—	`conf`	DeepStyle: User Style Embedding for Authorship Attribution of Short Texts. APWeb/WAIM (2) Zhiqiang Hu, Roy Ka-Wei Lee, Lei Wang, Ee-Peng Lim, Bo Dai
2020	A*	`conf`	Graph-to-Tree Learning for Solving Math Word Problems. ACL Jipeng Zhang, Lei Wang, Roy Ka-Wei Lee, Yi Bin, Yan Wang, Jie Shao, Ee-Peng Lim
2020	B	`conf`	Next-Term Grade Prediction: A Machine Learning Approach. EDM Audrey Tedja Widjaja, Lei Wang, Nghia Trong Truong, Aldy Gunawan, Ee-Peng Lim
2020	A*	`conf`	Teacher-Student Networks with Multiple Decoders for Solving Math Word Problem. IJCAI Jipeng Zhang, Roy Ka-Wei Lee, Ee-Peng Lim, Wei Qin, Lei Wang, Jie Shao, Qianru Sun
2020	J	`jnl`	The Gap of Semantic Parsing: A Survey on Automatic Math Word Problem Solvers. IEEE Trans. Pattern Anal. Mach. Intell. Dongxiang Zhang, Lei Wang, Luming Zhang, Bing Tian Dai, Heng Tao Shen
2019	—	`conf`	Modeling Intra-Relation in Math Word Problems with Different Functional Multi-Head Attentions. ACL (1) Jierui Li, Lei Wang, Jipeng Zhang, Yan Wang, Bing Tian Dai, Dongxiang Zhang
2019	A*	`conf`	Template-Based Math Word Problem Solvers with Recursive Neural Networks. AAAI Lei Wang, Dongxiang Zhang, Jipeng Zhang, Xing Xu, Lianli Gao, Bing Tian Dai, Heng Tao Shen
2018	A*	`conf`	MathDQN: Solving Arithmetic Word Problems via Deep Reinforcement Learning. AAAI Lei Wang, Dongxiang Zhang, Lianli Gao, Jingkuan Song, Long Guo, Heng Tao Shen
2018	J	`jnl`	The Gap of Semantic Parsing: A Survey on Automatic Math Word Problem Solvers. CoRR Dongxiang Zhang, Lei Wang, Nuo Xu, Bing Tian Dai, Heng Tao Shen
2018	A*	`conf`	Translating Math Word Problem to Expression Tree. EMNLP Lei Wang, Yan Wang, Deng Cai, Dongxiang Zhang, Xiaojiang Liu
2018	J	`jnl`	Translating a Math Word Problem to an Expression Tree. CoRR Lei Wang, Yan Wang, Deng Cai, Dongxiang Zhang, Xiaojiang Liu