PPaperPicks

Xiaozhong Liu

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

29 papers at tracked venues · 21 at CORE A* · active 2024–2026

DBLP profile ↗ORCID 0000-0003-3477-8323 ↗Google Scholar ↗Homepage ↗

Venues

ACL ×9AAAI ×4EMNLP ×4NAACL ×2SIGIR ×2WWW ×2CCS ×1S&P ×1SDM ×1SIGKDD ×1USENIX Security ×1WSDM ×1

Frequent coauthors

Yang Wu
×9
Zhuoren Jiang
×7
Changlong Sun
×6
Rujing Yao
×5
Yangyang Kang
×5
Yiquan Wu
×4
Kun Kuang
×4
Kaisong Song
×4
Tianqianjin Lin
×4
Pengwei Yan
×4
Jinhong Yu
×3
Ang Li
×3

Papers

  1. "Excuse me, may I say something..." CoLabScience, A Proactive AI Assistant for Biomedical Discovery and LLM-Expert Collaborations
    ACL 2026 ·
    Yang Wu
    ,
    Jinhong Yu
    ,
    Jingwei Xiong
    ,
    Zhimin Tao
    , Xiaozhong Liu
  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
    ,
    Yiquan Wu
    ,
    Meitong Guo
    ,
    Ang Li
    , Xiaozhong Liu,
    Keting Yin
    ,
    Fei Wu
    ,
    Kun Kuang
  3. Beyond Local vs. External: A Game-Theoretic Framework for Trustworthy Knowledge Acquisition
    ACL 2026 ·
    Rujing Yao
    ,
    Yufei Shi
    ,
    Yang Wu
    ,
    Ang Li
    ,
    Zhuoren Jiang
    ,
    Xiaofeng Wang
    ,
    Haixu Tang
    , Xiaozhong Liu
  4. From Individual Excellence to Collective Sustainability: Seeking Strategic Equilibrium in Proactive Multi-Agent Teams
    ACL 2026 ·
    Tong Zhang
    ,
    Yang Wu
    ,
    Yufei Shi
    ,
    Rujing Yao
    ,
    Zhuoren Jiang
    , Xiaozhong Liu
  5. LLMs as Lab Engineers: A Benchmark for Analytical Method Lifecycle Management
    ACL 2026 ·
    Xiaoyi Chen
    ,
    Mahsa Monshizadeh
    ,
    Chaoqi Zhang
    ,
    Jianjun Lang
    ,
    Yang Wu
    ,
    Genevieve Mortensen
    , Xiaozhong Liu,
    Haixu Tang
  6. LeCoDe: A Benchmark Dataset for Interactive Legal Consultation Dialogue Evaluation
    ACL 2026 ·
    Weikang Yuan
    ,
    Kaisong Song
    ,
    Zhuoren Jiang
    ,
    Junjie Cao
    ,
    Yujie Zhang
    ,
    Jun Lin
    ,
    Kun Kuang
    ,
    Ji Zhang
    , Xiaozhong Liu
  7. P2S: Probabilistic Process Supervision for General-Domain Reasoning Question Answering
    AAAI 2026 ·
    Wenlin Zhong
    ,
    Chengyuan Liu
    ,
    Yiquan Wu
    ,
    Bovin Tan
    ,
    Changlong Sun
    ,
    Yi Wang
    , Xiaozhong Liu,
    Kun Kuang
  8. Privacy-preserved LLM Cascade via CoT-enhanced Policy Learning
    WSDM 2026 ·
    Kai Zhang
    ,
    Congchao Wang
    ,
    Liqian Peng
    ,
    Alec Go
    , Xiaozhong Liu
  9. PubMed Reasoner: Dynamic Reasoning-based Retrieval for Evidence-Grounded Biomedical Question Answering
    ACL 2026 ·
    Yiqing Zhang
    , Xiaozhong Liu,
    Fabricio Murai
  10. Think Then Rewrite: Reasoning Enhanced Query Rewriting for Domain Specific Retrieval
    AAAI 2026 ·
    Ang Li
    ,
    Yufei Shi
    ,
    Yuxuan Si
    ,
    Yiquan Wu
    ,
    Ming Cai
    ,
    Xu Tan
    ,
    Yi Wang
    ,
    Changlong Sun
    , Xiaozhong Liu,
    Kun Kuang
  11. VitalDiagnosis: AI-Driven Ecosystem for 24/7 Vital Monitoring and Chronic Disease Management
    AAAI 2026 ·
    Zhikai Xue
    ,
    Tianqianjin Lin
    ,
    Pengwei Yan
    ,
    Ruichun Wang
    ,
    Yuxin Liu
    ,
    Zhuoren Jiang
    , Xiaozhong Liu
  12. Active Domain Knowledge Acquisition with 100-Dollar Budget: Enhancing LLMs via Cost-Efficient, Expert-Involved Interaction in Sensitive Domains
    EMNLP 2025 ·
    Yang Wu
    ,
    Raha Moraffah
    ,
    Rujing Yao
    ,
    Jinhong Yu
    ,
    Zhimin Tao
    , Xiaozhong Liu
  13. Auto-Drafting Police Reports from Noisy ASR Outputs: A Trust-Centered LLM Approach
    WWW 2025 ·
    Param Kulkarni
    ,
    Yingchi Liu
    ,
    Hao-Ming Fu
    ,
    Shaohua Yang
    ,
    Isuru Gunasekara
    ,
    Matt Peloquin
    ,
    Noah Spitzer-Williams
    ,
    Xiaotian Zhou
    , Xiaozhong Liu,
    Zhengping Ji
    ,
    Yasser Ibrahim
  14. BrailleLLM: Braille Instruction Tuning with Large Language Models for Braille Domain Tasks
    EMNLP 2025 ·
    Tianyuan Huang
    ,
    Zepeng Zhu
    ,
    Hangdi Xing
    ,
    Zirui Shao
    ,
    Zhi Yu
    ,
    Chaoxiong Yang
    ,
    Jiaxian He
    , Xiaozhong Liu,
    Jiajun Bu
  15. CLaDMoP: Learning Transferrable Models from Successful Clinical Trials via LLMs
    SIGKDD 2025 ·
    Yiqing Zhang
    , Xiaozhong Liu,
    Fabricio Murai
  16. Elevating Legal LLM Responses: Harnessing Trainable Logical Structures and Semantic Knowledge with Legal Reasoning
    NAACL 2025 ·
    Rujing Yao
    ,
    Yang Wu
    ,
    Chenghao Wang
    ,
    Jingwei Xiong
    ,
    Fang Wang
    , Xiaozhong Liu
  17. FlippedRAG: Black-Box Opinion Manipulation Adversarial Attacks to Retrieval-Augmented Generation Models
    CCS 2025 ·
    Zhuo Chen
    ,
    Yuyang Gong
    ,
    Jiawei Liu
    ,
    Miaokun Chen
    ,
    Haotan Liu
    ,
    Qikai Cheng
    ,
    Fan Zhang
    ,
    Wei Lu
    , Xiaozhong Liu
  18. Intelligent Legal Assistant: An Interactive Clarification System for Legal Question Answering
    WWW 2025 ·
    Rujing Yao
    ,
    Yiquan Wu
    ,
    Tong Zhang
    ,
    Xuhui Zhang
    ,
    Yuting Huang
    ,
    Yang Wu
    ,
    Jiayin Yang
    ,
    Changlong Sun
    ,
    Fang Wang
    , Xiaozhong Liu
  19. MEXA-CTP: Mode Experts Cross-Attention for Clinical Trial Outcome Prediction
    SDM 2025 ·
    Yiqing Zhang
    , Xiaozhong Liu,
    Fabricio Murai
  20. ROSE: A Reward-Oriented Data Selection Framework for LLM Task-Specific Instruction Tuning
    EMNLP 2025 ·
    Yang Wu
    ,
    Huayi Zhang
    ,
    Yizheng Jiao
    ,
    Lin Ma
    , Xiaozhong Liu,
    Jinhong Yu
    ,
    Dongyu Zhang
    ,
    Dezhi Yu
    ,
    Wei Xu
  21. Topic-FlipRAG: Topic-Orientated Adversarial Opinion Manipulation Attacks to Retrieval-Augmented Generation Models
    USENIX Security 2025 ·
    Yuyang Gong
    ,
    Zhuo Chen
    ,
    Jiawei Liu
    ,
    Miaokun Chen
    ,
    Fengchang Yu
    ,
    Wei Lu
    ,
    XiaoFeng Wang
    , Xiaozhong Liu
  22. Can Large Language Models Grasp Legal Theories? Enhance Legal Reasoning with Insights from Multi-Agent Collaboration
    EMNLP 2024 ·
    Weikang Yuan
    ,
    Junjie Cao
    ,
    Zhuoren Jiang
    ,
    Yangyang Kang
    ,
    Jun Lin
    ,
    Kaisong Song
    ,
    Tianqianjin Lin
    ,
    Pengwei Yan
    ,
    Changlong Sun
    , Xiaozhong Liu
  23. Empowering Dual-Level Graph Self-Supervised Pretraining with Motif Discovery
    AAAI 2024 ·
    Pengwei Yan
    ,
    Kaisong Song
    ,
    Zhuoren Jiang
    ,
    Yangyang Kang
    ,
    Tianqianjin Lin
    ,
    Changlong Sun
    , Xiaozhong Liu
  24. From Model-centered to Human-Centered: Revision Distance as a Metric for Text Evaluation in LLMs-based Applications
    ACL 2024 ·
    Yongqiang Ma
    ,
    Lizhi Qing
    ,
    Jiawei Liu
    ,
    Yangyang Kang
    ,
    Yue Zhang
    ,
    Wei Lu
    , Xiaozhong Liu,
    Qikai Cheng
  25. I3: Intent-Introspective Retrieval Conditioned on Instructions
    SIGIR 2024 ·
    Kaihang Pan
    ,
    Juncheng Li
    ,
    Wenjie Wang
    ,
    Hao Fei
    ,
    Hongye Song
    ,
    Wei Ji
    ,
    Jun Lin
    , Xiaozhong Liu,
    Tat-Seng Chua
    ,
    Siliang Tang
  26. Knowledge-Infused Legal Wisdom: Navigating LLM Consultation through the Lens of Diagnostics and Positive-Unlabeled Reinforcement Learning
    ACL 2024 ·
    Yang Wu
    ,
    Chenghao Wang
    ,
    Ece Gumusel
    , Xiaozhong Liu
  27. LLM-based Medical Assistant Personalization with Short- and Long-Term Memory Coordination
    NAACL 2024 ·
    Kai Zhang
    ,
    Yangyang Kang
    ,
    Fubang Zhao
    , Xiaozhong Liu
  28. MAWSEO: Adversarial Wiki Search Poisoning for Illicit Online Promotion
    S&P 2024 ·
    Zilong Lin
    ,
    Zhengyi Li
    ,
    Xiaojing Liao
    ,
    XiaoFeng Wang
    , Xiaozhong Liu
  29. Modeling Scholarly Collaboration and Temporal Dynamics in Citation Networks for Impact Prediction
    SIGIR 2024 ·
    Pengwei Yan
    ,
    Yangyang Kang
    ,
    Zhuoren Jiang
    ,
    Kaisong Song
    ,
    Tianqianjin Lin
    ,
    Changlong Sun
    , Xiaozhong Liu