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Xiaozhong Liu

Worcester Polytechnic Institute, Computer Science Department, Worcester, MA, USA

26 papers at tracked venues · 18 at CORE A* · active 2024–2026

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Venues

ACL ×9AAAI ×4EMNLP ×4NAACL ×2SIGIR ×2WWW ×2SDM ×1SIGKDD ×1WSDM ×1

Frequent coauthors

Yang Wu
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Rujing Yao
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Yiqing Zhang
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Weikang Yuan
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Kai Zhang
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Pengwei Yan
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Yuting Huang
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Tong Zhang
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Xiaoyi Chen
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Wenlin Zhong
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Ang Li
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Zhikai Xue
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Papers

  1. "Excuse me, may I say something..." CoLabScience, A Proactive AI Assistant for Biomedical Discovery and LLM-Expert Collaborations
    ACL 2026 ·
    Yang Wu
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  2. "I Don't Know What to Say": A Fact-Filling Questionnaire Method to Help Non-Experts Talk to LegalAI Assistant
    ACL 2026 ·
    Yuting Huang
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  3. Beyond Local vs. External: A Game-Theoretic Framework for Trustworthy Knowledge Acquisition
    ACL 2026 ·
    Rujing Yao
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  4. From Individual Excellence to Collective Sustainability: Seeking Strategic Equilibrium in Proactive Multi-Agent Teams
    ACL 2026 ·
    Tong Zhang
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  5. LLMs as Lab Engineers: A Benchmark for Analytical Method Lifecycle Management
    ACL 2026 ·
    Xiaoyi Chen
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  6. LeCoDe: A Benchmark Dataset for Interactive Legal Consultation Dialogue Evaluation
    ACL 2026 ·
    Weikang Yuan
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  7. P2S: Probabilistic Process Supervision for General-Domain Reasoning Question Answering
    AAAI 2026 ·
    Wenlin Zhong
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  8. Privacy-preserved LLM Cascade via CoT-enhanced Policy Learning
    WSDM 2026 ·
    Kai Zhang
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  9. PubMed Reasoner: Dynamic Reasoning-based Retrieval for Evidence-Grounded Biomedical Question Answering
    ACL 2026 ·
    Yiqing Zhang
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  10. Think Then Rewrite: Reasoning Enhanced Query Rewriting for Domain Specific Retrieval
    AAAI 2026 ·
    Ang Li
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  11. VitalDiagnosis: AI-Driven Ecosystem for 24/7 Vital Monitoring and Chronic Disease Management
    AAAI 2026 ·
    Zhikai Xue
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  12. Active Domain Knowledge Acquisition with 100-Dollar Budget: Enhancing LLMs via Cost-Efficient, Expert-Involved Interaction in Sensitive Domains
    EMNLP 2025 ·
    Yang Wu
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  13. Auto-Drafting Police Reports from Noisy ASR Outputs: A Trust-Centered LLM Approach
    WWW 2025 ·
    Param Kulkarni
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  14. BrailleLLM: Braille Instruction Tuning with Large Language Models for Braille Domain Tasks
    EMNLP 2025 ·
    Tianyuan Huang
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  15. CLaDMoP: Learning Transferrable Models from Successful Clinical Trials via LLMs
    SIGKDD 2025 ·
    Yiqing Zhang
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  16. Elevating Legal LLM Responses: Harnessing Trainable Logical Structures and Semantic Knowledge with Legal Reasoning
    NAACL 2025 ·
    Rujing Yao
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  17. Intelligent Legal Assistant: An Interactive Clarification System for Legal Question Answering
    WWW 2025 ·
    Rujing Yao
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  18. MEXA-CTP: Mode Experts Cross-Attention for Clinical Trial Outcome Prediction
    SDM 2025 ·
    Yiqing Zhang
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  19. ROSE: A Reward-Oriented Data Selection Framework for LLM Task-Specific Instruction Tuning
    EMNLP 2025 ·
    Yang Wu
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  20. Can Large Language Models Grasp Legal Theories? Enhance Legal Reasoning with Insights from Multi-Agent Collaboration
    EMNLP 2024 ·
    Weikang Yuan
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  21. Empowering Dual-Level Graph Self-Supervised Pretraining with Motif Discovery
    AAAI 2024 ·
    Pengwei Yan
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  22. From Model-centered to Human-Centered: Revision Distance as a Metric for Text Evaluation in LLMs-based Applications
    ACL 2024 ·
    Yongqiang Ma
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  23. I3: Intent-Introspective Retrieval Conditioned on Instructions
    SIGIR 2024 ·
    Kaihang Pan
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  24. Knowledge-Infused Legal Wisdom: Navigating LLM Consultation through the Lens of Diagnostics and Positive-Unlabeled Reinforcement Learning
    ACL 2024 ·
    Yang Wu
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  25. LLM-based Medical Assistant Personalization with Short- and Long-Term Memory Coordination
    NAACL 2024 ·
    Kai Zhang
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  26. Modeling Scholarly Collaboration and Temporal Dynamics in Citation Networks for Impact Prediction
    SIGIR 2024 ·
    Pengwei Yan
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