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Mengyu Zhou

15 papers at tracked venues · 8 at CORE A* · active 2024–2026

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Venues

EMNLP ×6ACL ×4AAAI ×3NeurIPS ×1WSDM ×1

Frequent coauthors

Xinyi He
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Junjie Xing
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Yuan Sui
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Shuocheng Li
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Zhuo Li
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Hanbing Liu
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Ziwei Wang
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Deyin Yi
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Jingxian Xu
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Haoyu Dong
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Jiaru Zou
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Papers

  1. Jupiter: Enhancing LLM Data Analysis Capabilities via Notebook and Inference-Time Value-Guided Search
    AAAI 2026 ·
    Shuocheng Li
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  2. MARCH: Multi-Agent Reinforced Check for Hallucination
    ACL 2026 ·
    Zhuo Li
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  3. Not All Tokens Matter: Towards Efficient LLM Reasoning via Token Significance in Reinforcement Learning
    ACL 2026 ·
    Hanbing Liu
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  4. SheetBrain: A Neuro-Symbolic Agent for Accurate Reasoning over Complex and Large Spreadsheets
    AAAI 2026 ·
    Ziwei Wang
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  5. MMTU: A Massive Multi-Task Table Understanding and Reasoning Benchmark
    NeurIPS 2025 ·
    Junjie Xing
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  6. Table-LLM-Specialist: Language Model Specialists for Tables using Iterative Fine-tuning
    EMNLP 2025 ·
    Junjie Xing
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  7. TableLoRA: Low-rank Adaptation on Table Structure Understanding for Large Language Models
    ACL 2025 ·
    Xinyi He
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  8. TablePilot: Recommending Human-Preferred Tabular Data Analysis with Large Language Models
    ACL 2025 ·
    Deyin Yi
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  9. TwT: Thinking without Tokens by Habitual Reasoning Distillation with Multi-Teachers' Guidance
    EMNLP 2025 ·
    Jingxian Xu
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  10. CoCoST: Automatic Complex Code Generation with Online Searching and Correctness Testing
    EMNLP 2024 ·
    Xinyi He
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  11. Encoding Spreadsheets for Large Language Models
    EMNLP 2024 ·
    Haoyu Dong
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  12. PromptIntern: Saving Inference Costs by Internalizing Recurrent Prompt during Large Language Model Fine-tuning
    EMNLP 2024 ·
    Jiaru Zou
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  13. TAP4LLM: Table Provider on Sampling, Augmenting, and Packing Semi-structured Data for Large Language Model Reasoning
    EMNLP 2024 ·
    Yuan Sui
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  14. Table Meets LLM: Can Large Language Models Understand Structured Table Data? A Benchmark and Empirical Study
    WSDM 2024 ·
    Yuan Sui
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  15. Text2Analysis: A Benchmark of Table Question Answering with Advanced Data Analysis and Unclear Queries
    AAAI 2024 ·
    Xinyi He
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