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Mingyue Cheng

Publication record assembled from the DBLP archive of ranked conferences.

Papers indexed

48

Venues

15

Active years

2019–2026

Best venue rank

A*

Where they publish

Papers

48 indexed papers, newest first.

YearVenueTitleAuthors
2026AAAIOneSug: The Unified End-to-End Generative Framework for E-commerce Query Suggestion.Xian Guo, Ben Chen, Siyuan Wang, Ying Yang, Mingyue Cheng, Chenyi Lei, Yuqing Ding, Han Li
2026AAAIFrom Hypothesis to Premises: LLM-based Backward Logical Reasoning with Selective Symbolic Translation.Qingchuan Li, Mingyue Cheng, Zirui Liu, Daoyu Wang, Yuting Zeng, Tongxuan Liu
2026AAAIBLADE: A Behavior-Level Data Augmentation Framework with Dual Fusion Modeling for Multi-Behavior Sequential Recommendation.Yupeng Li, Mingyue Cheng, Yucong Luo, Yitong Zhou, Qingyang Mao, Shijin Wang
2026ACLRe³: Relevance & Recency Retrieval for Mitigating Temporal Hallucination.Jiawei Cao, Jie Ouyang, Mingyue Cheng, Zhaomeng Zhou, Chunli Liu, Yupeng Li, Zirui Liu, Shijin Wang
2026DASFAAFlowRec: Prior-Informed Flow Matching for Efficient Sequential Recommendation Generation.Li Li, Mingyue Cheng, Yuyang Ye, Zhiding Liu, Enhong Chen
2026WWWAre LLMs Stable Formal Logic Translators in Logical Reasoning Across Linguistically Diversified Texts?Qingchuan Li, Jiatong Li, Zirui Liu, Mingyue Cheng, Yitong Zhou, Yuting Zeng, Qi Liu, Tongxuan Liu
2026WWWTowards Context-aware Reasoning-enhanced Generative Searching in E-commerce.Zhiding Liu, Ben Chen, Mingyue Cheng, Enhong Chen, Li Li, Chenyi Lei, Wenwu Ou, Han Li, Kun Gai
2026WWWMemWeaver: A Hierarchical Memory from Textual Interactive Behaviors for Personalized Generation.Shuo Yu, Mingyue Cheng, Daoyu Wang, Qi Liu, Zirui Liu, Ze Guo, Xiaoyu Tao
2026WWWSTaR: Towards Effective and Stable Table Reasoning via Slow-Thinking Large Language Models.Huajian Zhang, Mingyue Cheng, Yucong Luo, Xiaoyu Tao
2026WSDMTimeMAE: Self-Supervised Representations of Time Series with Decoupled Masked Autoencoders.Mingyue Cheng, Xiaoyu Tao, Zhiding Liu, Qi Liu, Hao Zhang, Rujiao Zhang, Enhong Chen
2026WSDMCan Slow-Thinking LLMs Reason Over Time? Empirical Studies in Time Series Forecasting.Mingyue Cheng, Jiahao Wang, Daoyu Wang, Xiaoyu Tao, Qi Liu, Enhong Chen
2026WSDMTableMind: An Autonomous Programmatic Agent for Tool-Augmented Table Reasoning.Chuang Jiang, Mingyue Cheng, Xiaoyu Tao, Qingyang Mao, Jie Ouyang, Qi Liu
2025ACLHoH: A Dynamic Benchmark for Evaluating the Impact of Outdated Information on Retrieval-Augmented Generation.Jie Ouyang, Tingyue Pan, Mingyue Cheng, Ruiran Yan, Yucong Luo, Jiaying Lin, Qi Liu
2025ACLTestAgent: An Adaptive and Intelligent Expert for Human Assessment.Junhao Yu, Yan Zhuang, Yuxuan Sun, Weibo Gao, Qi Liu, Mingyue Cheng, Zhenya Huang, Enhong Chen
2025CIKMMulti-Source Knowledge Pruning for Retrieval-Augmented Generation: A Benchmark and Empirical Study.Shuo Yu, Mingyue Cheng, Qi Liu, Daoyu Wang, Jiqian Yang, Jie Ouyang, Yucong Luo, Chenyi Lei, Enhong Chen
2025CIKMTableTime: Reformulating Time Series Classification as Training-Free Table Understanding with Large Language Models.Jiahao Wang, Mingyue Cheng, Qingyang Mao, Yitong Zhou, Daoyu Wang, Qi Liu, Feiyang Xu, Xin Li
2025ICMLam-ELO: A Stable Framework for Arena-based LLM Evaluation.Zirui Liu, Jiatong Li, Yan Zhuang, Qi Liu, Shuanghong Shen, Jie Ouyang, Mingyue Cheng, Shijin Wang
2025ICMLTimeDART: A Diffusion Autoregressive Transformer for Self-Supervised Time Series Representation.Daoyu Wang, Mingyue Cheng, Zhiding Liu, Qi Liu
2025IJCAIA Hybrid Multi-Factor Network with Dynamic Sequence Modeling for Early Warning of Intraoperative Hypotension.Mingyue Cheng, Jintao Zhang, Zhiding Liu, Chunli Liu
2025IJCAIConditional Denoising Meets Polynomial Modeling: A Flexible Decoupled Framework for Time Series Forecasting.Jintao Zhang, Mingyue Cheng, Xiaoyu Tao, Zhiding Liu, Daoyu Wang
2025IJCAITowards Automatic Sampling of User Behaviors for Sequential Recommender Systems.Hao Zhang, Mingyue Cheng, Zhiding Liu, Junzhe Jiang
2025IJCAIEnhancing Table Recognition with Vision LLMs: A Benchmark and Neighbor-Guided Toolchain Reasoner.Yitong Zhou, Mingyue Cheng, Qingyang Mao, Jiahao Wang, Feiyang Xu, Xin Li
2025RecSysLasso: Large Language Model-based User Simulator for Cross-Domain Recommendation.Yue Chen, Susen Yang, Tong Zhang, Chao Wang, Mingyue Cheng, Chenyi Lei, Han Li
2025RecSysTag-augmented Dual-target Cross-domain Recommendation.Mingfan Pan, Qingyang Mao, Xu An, Jianhui Ma, Gang Zhou, Mingyue Cheng, Enhong Chen
2025WWWConvTimeNet: A Deep Hierarchical Fully Convolutional Model for Multivariate Time Series Analysis.Mingyue Cheng, Jiqian Yang, Tingyue Pan, Qi Liu, Zhi Li, Shijin Wang
2025WSDMCross-Domain Pre-training with Language Models for Transferable Time Series Representations.Mingyue Cheng, Xiaoyu Tao, Qi Liu, Hao Zhang, Yiheng Chen, Defu Lian
2025WSDMInstrucTime: Advancing Time Series Classification with Multimodal Language Modeling.Mingyue Cheng, Yiheng Chen, Qi Liu, Zhiding Liu, Yucong Luo, Enhong Chen
2024APWEBTransRec: Learning Transferable Recommendation from Mixture-of-Modality Feedback.Jie Wang, Fajie Yuan, Mingyue Cheng, Joemon M. Jose, Chenyun Yu, Beibei Kong, Zhijin Wang, Bo Hu, Zang Li
2024CIKMLearning the Dynamics in Sequential Recommendation by Exploiting Real-time Information.Rujiao Zhang, Hao Zhang, Yucong Luo, Zhiding Liu, Mingyue Cheng, Qi Liu, Enhong Chen
2024DASFAAEmpowering Sequential Recommendation from Collaborative Signals and Semantic Relatedness.Mingyue Cheng, Hao Zhang, Qi Liu, Fajie Yuan, Zhi Li, Zhenya Huang, Enhong Chen, Jun Zhou, Longfei Li
2024DASFAAReformulating Sequential Recommendation: Learning Dynamic User Interest with Content-enriched Language Modeling.Junzhe Jiang, Shang Qu, Mingyue Cheng, Qi Liu, Zhiding Liu, Hao Zhang, Rujiao Zhang, Kai Zhang, Rui Li, Jiatong Li, Min Gao
2024DASFAAUnlocking the Potential of Large Language Models for Explainable Recommendations.Yucong Luo, Mingyue Cheng, Hao Zhang, Junyu Lu, Enhong Chen
2024DASFAALearning Recommender Systems with Soft Target: A Decoupled Perspective.Hao Zhang, Mingyue Cheng, Qi Liu, Yucong Luo, Rui Li, Enhong Chen
2024INFOCOMDemo: A Non-invasive and High-speed Molecular Communication Testbed with Capacitive Sensing.Yu Huang, Xuewei Huang, Fei Ji, Mingyue Cheng, Xuan Chen, Miaowen Wen
2024KDDGenerative Pretrained Hierarchical Transformer for Time Series Forecasting.Zhiding Liu, Jiqian Yang, Mingyue Cheng, Yucong Luo, Zhi Li
2024WWWTowards Personalized Evaluation of Large Language Models with An Anonymous Crowd-Sourcing Platform.Mingyue Cheng, Hao Zhang, Jiqian Yang, Qi Liu, Li Li, Xin Huang, Liwei Song, Zhi Li, Zhenya Huang, Enhong Chen
2024WSDMExploring Adapter-based Transfer Learning for Recommender Systems: Empirical Studies and Practical Insights.Junchen Fu, Fajie Yuan, Yu Song, Zheng Yuan, Mingyue Cheng, Shenghui Cheng, Jiaqi Zhang, Jie Wang, Yunzhu Pan
2023DASFAAShapeWordNet: An Interpretable Shapelet Neural Network for Physiological Signal Classification.Wenqiang He, Mingyue Cheng, Qi Liu, Zhi Li
2023ICDECollaborative List-and-Pairwise Filtering from Implicit Feedback : Extended Abstract.Runlong Yu, Qi Liu, Yuyang Ye, Mingyue Cheng, Enhong Chen, Jianhui Ma
2023WWWFormerTime: Hierarchical Multi-Scale Representations for Multivariate Time Series Classification.Mingyue Cheng, Qi Liu, Zhiding Liu, Zhi Li, Yucong Luo, Enhong Chen
2022ICDMOne Person, One Model - Learning Compound Router for Sequential Recommendation.Zhiding Liu, Mingyue Cheng, Zhi Li, Qi Liu, Enhong Chen
2022WWWTowards Automatic Discovering of Deep Hybrid Network Architecture for Sequential Recommendation.Mingyue Cheng, Zhiding Liu, Qi Liu, Shenyang Ge, Enhong Chen
2022SIGIRGraph Adaptive Semantic Transfer for Cross-domain Sentiment Classification.Kai Zhang, Qi Liu, Zhenya Huang, Mingyue Cheng, Kun Zhang, Mengdi Zhang, Wei Wu, Enhong Chen
2021ICDMLearning Transferable User Representations with Sequential Behaviors via Contrastive Pre-training.Mingyue Cheng, Fajie Yuan, Qi Liu, Xin Xin, Enhong Chen
2021KDDLawyerPAN: A Proficiency Assessment Network for Trial Lawyers.Yanqing An, Qi Liu, Han Wu, Kai Zhang, Linan Yue, Mingyue Cheng, Hongke Zhao, Enhong Chen
2021SIGIRLearning Recommender Systems with Implicit Feedback via Soft Target Enhancement.Mingyue Cheng, Fajie Yuan, Qi Liu, Shenyang Ge, Zhi Li, Runlong Yu, Defu Lian, Senchao Yuan, Enhong Chen
2021SIGIRNeurJudge: A Circumstance-aware Neural Framework for Legal Judgment Prediction.Linan Yue, Qi Liu, Binbin Jin, Han Wu, Kai Zhang, Yanqing An, Mingyue Cheng, Biao Yin, Dayong Wu
2019ICDMAlpha-Beta Sampling for Pairwise Ranking in One-Class Collaborative Filtering.Mingyue Cheng, Runlong Yu, Qi Liu, Vincent W. Zheng, Hongke Zhao, Hefu Zhang, Enhong Chen