Qi Liu

Venues

Frequent coauthors

Papers

1. AlphaQT-Bench: Diagnosing the Gap between Financial Code Generation and Quantitative Reasoning in LLMs
   ACL 2026 ·

   Sichun Luo

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2. C-World: A Computer Use Agent Environment Creator
   ACL 2026 ·

   Ziqiao Xi

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3. Channel-masked Asymmetric Distribution Matching for Cross-Domain Generalized Dataset Distillation
   AAAI 2026 · Qi Liu
4. Cognitive Alpha Mining via LLM-Driven Code-Based Evolution
   ACL 2026 ·

   Fengyuan Liu

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5. Explaining Synergistic Effects in Social Recommendations
   WWW 2026 ·

   Yicong Li

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6. Fisher-Driven Adaptive Locating for Knowledge Editing in Large Language Models
   ACL 2026 ·

   Chenghao Xu

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7. Revealing and Enhancing Core Visual Regions: Harnessing Internal Attention Dynamics for Hallucination Mitigation in LVLMs
   ACL 2026 ·

   Guangtao Lyu

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8. Semantically Comprehensive Token Pruning in LVLMs via Maximizing Concept Coverage
   ACL 2026 ·

   Xueting Li

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9. ShopSimulator: Evaluating and Exploring RL-Driven LLM Agent for Shopping Assistants
   ACL 2026 ·

   Pei Wang

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10. TiInsight: A SQL-based Automated Exploratory Data Analysis System through Large Language Models
    SIGMOD 2026 ·

    Jun-Peng Zhu

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11. A Bounding Box is Worth One Token - Interleaving Layout and Text in a Large Language Model for Document Understanding
    ACL 2025 ·

    Jinghui Lu

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12. Activation Control for Efficiently Eliciting Long Chain-of-thought Ability of Language Models
    NeurIPS 2025 ·

    Zekai Zhao

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13. Adaptive Preference Optimization with Uncertainty-aware Utility Anchor
    EMNLP 2025 ·

    Xiaobo Wang

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14. Auto-Connect: Connectivity-Preserving RigFormer with Direct Preference Optimization
    NeurIPS 2025 ·

    Jingfeng Guo

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15. Bootstrapping Hierarchical Autoregressive Formal Reasoner with Chain-of-Proxy-Autoformalization
    NeurIPS 2025 · Qi Liu
16. Deep Learning-based Proactive Hazard Prediction for Human-Robot Collaboration with Sensor Malfunctions
    IROS 2025 ·

    Yuliang Ma

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17. Dolphin: Document Image Parsing via Heterogeneous Anchor Prompting
    ACL 2025 ·

    Hao Feng

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18. Entailment-Preserving First-order Logic Representations in Natural Language Entailment
    ACL 2025 ·

    Jinu Lee

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19. MSA2: Multi-Task Framework With Structure-Aware and Style-Adaptive Character Representation for Open-Set Chinese Text Recognition
    ICCV 2025 ·

    Yangfu Li

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20. MTVQA: Benchmarking Multilingual Text-Centric Visual Question Answering
    ACL 2025 ·

    Jingqun Tang

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21. Multi-SWE-bench: A Multilingual Benchmark for Issue Resolving
    NeurIPS 2025 ·

    Daoguang Zan

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22. OCRBench v2: An Improved Benchmark for Evaluating Large Multimodal Models on Visual Text Localization and Reasoning
    NeurIPS 2025 ·

    Ling Fu

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23. PHYBench: Holistic Evaluation of Physical Perception and Reasoning in Large Language Models
    NeurIPS 2025 ·

    Shi Qiu

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24. Rethinking and Improving Autoformalization: Towards a Faithful Metric and a Dependency Retrieval-based Approach
    ICLR 2025 · Qi Liu
25. SUMO: Search-Based Uncertainty Estimation for Model-Based Offline Reinforcement Learning
    AAAI 2025 ·

    Zhongjian Qiao

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26. Show and Polish: Reference-Guided Identity Preservation in Face Video Restoration
    ACM MM 2025 ·

    Wenkang Han

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27. SylphDB: An Active and Adaptive LSM Engine for Update-Intensive Workloads
    ICDE 2025 ·

    Jun-Peng Zhu

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28. TCDM: A Temporal Correlation-Empowered Diffusion Model for Time Series Forecasting
    IJCAI 2025 ·

    Huibo Xu

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29. Towards Automated Cross-domain Exploratory Data Analysis through Large Language Models
    VLDB 2025 ·

    Jun-Peng Zhu

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30. UNITQA: A Unified Automated Tabular Question Answering System with Multi-Agent Large Language Models
    SIGMOD 2025 ·

    Jun-Peng Zhu

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31. Unifying Adversarial Multi-Deconfounded Learning Paradigm for Fake News Detection
    SIGKDD 2025 ·

    Zixun Sun

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32. Why 1 + 1 < 1 in Visual Token Pruning: Beyond Naive Integration via Multi-Objective Balanced Covering
    NeurIPS 2025 ·

    Yangfu Li

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33. WildDoc: How Far Are We from Achieving Comprehensive and Robust Document Understanding in the Wild?
    EMNLP 2025 ·

    An-Lan Wang

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34. A Teacher Classroom Dress Assessment Method Based on a New Assessment Dataset
    IJCAI 2024 ·

    Ming Fang

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35. AutoTQA: Towards Autonomous Tabular Question Answering through Multi-Agent Large Language Models
    VLDB 2024 ·

    Jun-Peng Zhu

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36. Chat2Query: A Zero-Shot Automatic Exploratory Data Analysis System with Large Language Models
    ICDE 2024 ·

    Jun-Peng Zhu

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37. Genomics-Guided Representation Learning for Pathologic Pan-Cancer Tumor Microenvironment Subtype Prediction
    MICCAI 2024 ·

    Fangliangzi Meng

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38. Not All Experts are Equal: Efficient Expert Pruning and Skipping for Mixture-of-Experts Large Language Models
    ACL 2024 ·

    Xudong Lu

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39. TabPedia: Towards Comprehensive Visual Table Understanding with Concept Synergy
    NeurIPS 2024 ·

    Weichao Zhao

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40. ViTree: Single-Path Neural Tree for Step-Wise Interpretable Fine-Grained Visual Categorization
    AAAI 2024 ·

    Danning Lao

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