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Mingyue Cheng

University of Science and Technolgy of China, State Key Laboratory of Cognitive Intelligence, Hefei, China

31 papers at tracked venues · 16 at CORE A* · active 2024–2026

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Venues

WSDM ×6WWW ×6IJCAI ×4AAAI ×3ACL ×3CIKM ×3ICML ×2RecSys ×2NeurIPS ×1SIGKDD ×1

Frequent coauthors

Zhiding Liu
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Qingchuan Li
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Shuo Yu
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Yupeng Li
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Xian Guo
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Jiawei Cao
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Huajian Zhang
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Chuang Jiang
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Jintao Zhang
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Yitong Zhou
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Jie Ouyang
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Yue Chen
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Papers

  1. Are LLMs Stable Formal Logic Translators in Logical Reasoning Across Linguistically Diversified Texts?
    WWW 2026 ·
    Qingchuan Li
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  2. BLADE: A Behavior-Level Data Augmentation Framework with Dual Fusion Modeling for Multi-Behavior Sequential Recommendation
    AAAI 2026 ·
    Yupeng Li
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  3. Can Slow-Thinking LLMs Reason Over Time? Empirical Studies in Time Series Forecasting
    WSDM 2026 · Mingyue Cheng
  4. From Hypothesis to Premises: LLM-based Backward Logical Reasoning with Selective Symbolic Translation
    AAAI 2026 ·
    Qingchuan Li
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  5. MemWeaver: A Hierarchical Memory from Textual Interactive Behaviors for Personalized Generation
    WWW 2026 ·
    Shuo Yu
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  6. OneSug: The Unified End-to-End Generative Framework for E-commerce Query Suggestion
    AAAI 2026 ·
    Xian Guo
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  7. Re³: Relevance & Recency Retrieval for Mitigating Temporal Hallucination
    ACL 2026 ·
    Jiawei Cao
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  8. STaR: Towards Effective and Stable Table Reasoning via Slow-Thinking Large Language Models
    WWW 2026 ·
    Huajian Zhang
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  9. TableMind: An Autonomous Programmatic Agent for Tool-Augmented Table Reasoning
    WSDM 2026 ·
    Chuang Jiang
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  10. TimeMAE: Self-Supervised Representations of Time Series with Decoupled Masked Autoencoders
    WSDM 2026 · Mingyue Cheng
  11. Towards Context-aware Reasoning-enhanced Generative Searching in E-commerce
    WWW 2026 ·
    Zhiding Liu
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  12. A Hybrid Multi-Factor Network with Dynamic Sequence Modeling for Early Warning of Intraoperative Hypotension
    IJCAI 2025 · Mingyue Cheng
  13. Conditional Denoising Meets Polynomial Modeling: A Flexible Decoupled Framework for Time Series Forecasting
    IJCAI 2025 ·
    Jintao Zhang
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  14. ConvTimeNet: A Deep Hierarchical Fully Convolutional Model for Multivariate Time Series Analysis
    WWW 2025 · Mingyue Cheng
  15. Cross-Domain Pre-training with Language Models for Transferable Time Series Representations
    WSDM 2025 · Mingyue Cheng
  16. Enhancing Table Recognition with Vision LLMs: A Benchmark and Neighbor-Guided Toolchain Reasoner
    IJCAI 2025 ·
    Yitong Zhou
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  17. HoH: A Dynamic Benchmark for Evaluating the Impact of Outdated Information on Retrieval-Augmented Generation
    ACL 2025 ·
    Jie Ouyang
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  18. Improving Time Series Forecasting via Instance-aware Post-hoc Revision
    NeurIPS 2025 ·
    Zhiding Liu
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  19. InstrucTime: Advancing Time Series Classification with Multimodal Language Modeling
    WSDM 2025 · Mingyue Cheng
  20. Lasso: Large Language Model-based User Simulator for Cross-Domain Recommendation
    RecSys 2025 ·
    Yue Chen
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  21. Multi-Source Knowledge Pruning for Retrieval-Augmented Generation: A Benchmark and Empirical Study
    CIKM 2025 ·
    Shuo Yu
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  22. TableTime: Reformulating Time Series Classification as Training-Free Table Understanding with Large Language Models
    CIKM 2025 ·
    Jiahao Wang
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  23. Tag-augmented Dual-target Cross-domain Recommendation
    RecSys 2025 ·
    Mingfan Pan
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  24. TestAgent: An Adaptive and Intelligent Expert for Human Assessment
    ACL 2025 ·
    Junhao Yu
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  25. TimeDART: A Diffusion Autoregressive Transformer for Self-Supervised Time Series Representation
    ICML 2025 ·
    Daoyu Wang
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  26. Towards Automatic Sampling of User Behaviors for Sequential Recommender Systems
    IJCAI 2025 ·
    Hao Zhang
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  27. am-ELO: A Stable Framework for Arena-based LLM Evaluation
    ICML 2025 ·
    Zirui Liu
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  28. Exploring Adapter-based Transfer Learning for Recommender Systems: Empirical Studies and Practical Insights
    WSDM 2024 ·
    Junchen Fu
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  29. Generative Pretrained Hierarchical Transformer for Time Series Forecasting
    SIGKDD 2024 ·
    Zhiding Liu
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  30. Learning the Dynamics in Sequential Recommendation by Exploiting Real-time Information
    CIKM 2024 ·
    Rujiao Zhang
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  31. Towards Personalized Evaluation of Large Language Models with An Anonymous Crowd-Sourcing Platform
    WWW 2024 · Mingyue Cheng