Re-examining IT Enabled Change with a New Model of the Information Field: The Tiger Creek Case. - Xiaozhong Liu 001; Robert I. Benjamin; Ping Zhang 002 (HICSS, 2007)

Automatic semantic mapping between query terms and controlled vocabulary through using WordNet and Wikipedia. - Xiaozhong Liu 001; Jian Qin 001; Miao Chen; Ji-Hong Park (ASIST, 2008)

Semantic Relation Extraction from Socially-Generated Tags: A Methodology for Metadata Generation. - Miao Chen; Xiaozhong Liu 001; Jian Qin 001 (Dublin Core Conference, 2008)

Comment centric news analysis for ranking. - Xiaozhong Liu 001 (ASIST, 2009)

Computational community interest for ranking. - Xiaozhong Liu 001; Vadim von Brzeski (CIKM, 2009)

Using Metadata for Query Refinement and Recommendation. - Jian Qin 001; Xiaozhong Liu 001; Xia Lin; Miao Chen (Dublin Core Conference, 2009)

Using computational community interest as an indicator for ranking. - Xiaozhong Liu 001 (SIGIR, 2009)

Machine learning and rule-based automated coding of qualitative data. - Kevin Crowston; Xiaozhong Liu 001; Eileen Allen (ASIST, 2010)

Linking Entities in Scientific Metadata. - Jian Qin 001; Miao Chen; Xiaozhong Liu 001; Andrea Kathleen Wiggins (Dublin Core Conference, 2010)

Exploring connections of the biblioblogosphere. - S. Craig Finlay; Michael J. Cole; Vincent Malic; Carolyn Hank; Xiaozhong Liu 001; Chaoqun Ni; Cassidy R. Sugimoto (ASIST, 2011)

ScholarWiki system for knowledge indexing and retrieval. - Xiaozhong Liu 001; Jian Qin 001; Miao Chen (ASIST, 2011)

Predicting popularity of online distributed applications: iTunes app store case analysis. - Miao Chen; Xiaozhong Liu 001 (iConference, 2011)

Topic Based Author Ranking with Full-Text Citation Analysis. - Jinsong Zhang; Chun Guo 001; Xiaozhong Liu 001 (AIRS, 2012)

Knowledge retrieval for scientific literatures. - Chun Guo 001; Renuka Chinchankar; Xiaozhong Liu 001 (ASIST, 2012)

Mining classifications from social-ecological databases. - Scott Jensen; Miao Chen; Xiaozhong Liu 001; Beth Plale; David Leake (ASIST, 2012)

Full-text citation analysis: enhancing bibliometric and scientific publication ranking. - Xiaozhong Liu 001; Jinsong Zhang; Chun Guo 001 (CIKM, 2012)

Generalized representation and mapping for social-ecological data: Freeing data from the database. - Scott Jensen; Beth Plale; Xiaozhong Liu 001; Miao Chen; David B. Leake; Julie England (eScience, 2012)

Scientific cyberlearning resources referential metadata creation via information retrieval. - Xiaozhong Liu 001; Han Jia (JCDL, 2012)

Characterize scientific domain and domain context. - Jinsong Zhang; Chun Guo 001; Xiaozhong Liu 001 (JCDL, 2012)

WikiQuery - An Interactive Collaboration Interface for Creating, Storing and Sharing Effective CNF Queries. - Le Zhao; Xiaozhong Liu 001; Jamie Callan (OSIR@SIGIR, 2012)

Improving news ranking by community tweets. - Xin Shuai; Xiaozhong Liu 001; Johan Bollen (WWW (Companion Volume), 2012)

Mirroring the real world in social media: twitter, geolocation, and sentiment analysis. - Eric Baucom; Azade Sanjari; Xiaozhong Liu 001; Miao Chen (UnstructureNLP@CIKM, 2013)

2013 international workshop on computational scientometrics: theory and applications. - Cornelia Caragea; C. Lee Giles; Lior Rokach; Xiaozhong Liu 001 (CIKM, 2013)

Workshop summary for the 2013 international workshop on mining unstructured big data using natural language processing. - Xiaozhong Liu 001; Miao Chen; Ying Ding 001; Min Song 001 (CIKM, 2013)

Recovering missing citations in a scholarly network: a 2-step citation analysis to estimate publication importance. - Zhuoren Jiang; Xiaozhong Liu 001 (JCDL, 2013)

A comparative study of academic and Wikipedia ranking. - Xin Shuai; Zhuoren Jiang; Xiaozhong Liu 001; Johan Bollen (JCDL, 2013)

Full-text and topic based authorrank and enhanced publication ranking. - Jinsong Zhang; Xiaozhong Liu 001 (JCDL, 2013)

Generating metadata for cyberlearning resources through information retrieval and meta-search. - Xiaozhong Liu 001 (J. Assoc. Inf. Sci. Technol., 2013)

Answering academic questions for education by recommending cyberlearning resources. - Xiaozhong Liu 001; Han Jia (J. Assoc. Inf. Sci. Technol., 2013)

Real-time user interest modeling for real-time ranking. - Xiaozhong Liu 001; Howard R. Turtle (J. Assoc. Inf. Sci. Technol., 2013)

Full-text citation analysis: A new method to enhance scholarly networks. - Xiaozhong Liu 001; Jinsong Zhang; Chun Guo 001 (J. Assoc. Inf. Sci. Technol., 2013)

The distribution of references across texts: Some implications for citation analysis. - Ying Ding 001; Xiaozhong Liu 001; Chun Guo 001; Blaise Cronin (J. Informetrics, 2013)

Finding topic-level experts in scholarly networks. - Lili Lin; Zhuoming Xu; Ying Ding 001; Xiaozhong Liu 001 (Scientometrics, 2013)

Citation role labeling via local, pairwise, and global features. - Chun Guo 001; Yingying Yu; Azade Sanjari; Xiaozhong Liu 001 (ASIST, 2014)

Scaffolding of scientific publications with open educational resources (OER). - Joanna Landrum; Liangcai Gao; Zhuoren Jiang; Noriko Hara; Xiaozhong Liu 001 (ASIST, 2014)

Explicit semantic path mining via wikipedia knowledge tree. - Tian Xia; Miao Chen; Xiaozhong Liu 001 (ASIST, 2014)

Semantic Annotation with RescoredESA: Rescoring Concept Features Generated From Explicit Semantic Analysis. - Zhuoren Jiang; Miao Chen; Xiaozhong Liu 001 (ESAIR, 2014)

Dynamic Topic/Citation Influence Modeling for Chronological Citation Recommendation. - Zhuoren Jiang; Xiaozhong Liu 001; Liangcai Gao (Web-KRM@CIKM, 2014)

Meta-Path-Based Ranking with Pseudo Relevance Feedback on Heterogeneous Graph for Citation Recommendation. - Xiaozhong Liu 001; Yingying Yu; Chun Guo 001; Yizhou Sun (CIKM, 2014)

Interlinking Cross Language Metadata Using Heterogeneous Graphs and Wikipedia. - Xiaozhong Liu 001; Miao Chen; Jian Qin 001 (Dublin Core Conference, 2014)

Comparing the pulses of categorical hot events in Twitter and Weibo. - Xin Shuai; Xiaozhong Liu 001; Tian Xia; Yuqing Wu; Chun Guo 001 (HT, 2014)

Full-text based context-rich heterogeneous network mining approach for citation recommendation. - Xiaozhong Liu 001; Yingying Yu; Chun Guo 001; Yizhou Sun; Liangcai Gao (JCDL, 2014)

A mathematics retrieval system for formulae in layout presentations. - Xiaoyan Lin; Liangcai Gao; Xuan Hu; Zhi Tang 001; Yingnan Xiao; Xiaozhong Liu 001 (SIGIR, 2014)

Open educational resource based information understanding via pdf document interaction. - Xiaozhong Liu 001; Liangcai Gao; Noriko Hara; Yizhou Sun (WebSci, 2014)

Scholar metadata and knowledge generation with human and artificial intelligence. - Xiaozhong Liu 001; Chun Guo 001; Lin Zhang (J. Assoc. Inf. Sci. Technol., 2014)

An interactive metadata model for structural, descriptive, and referential representation of scholarly output. - Xiaozhong Liu 001; Jian Qin 001 (J. Assoc. Inf. Sci. Technol., 2014)

Feature selection on heterogeneous graph. - Chun Guo 001; Xiaozhong Liu 001 (ASIST, 2015)

Query-centric scientific topic evolution extraction. - Scott Jensen; Yingying Yu; Hans B. Liu; Xiaozhong Liu 001 (ASIST, 2015)

Education in the cyberlearning era: New challenges, opportunities, and applications. - Xiaozhong Liu 001; Michelle M. Kazmer; Michael B. Twidale; Noriko Hara; Mega M. Subramaniam (ASIST, 2015)

Chronological Citation Recommendation with Information-Need Shifting. - Zhuoren Jiang; Xiaozhong Liu 001; Liangcai Gao (CIKM, 2015)

WikiMirs 3.0: A Hybrid MIR System Based on the Context, Structure and Importance of Formulae in a Document. - Yuehan Wang; Liangcai Gao; Simeng Wang; Zhi Tang 001; Xiaozhong Liu 001; Ke Yuan (JCDL, 2015)

Automatic Feature Generation on Heterogeneous Graph for Music Recommendation. - Chun Guo 001; Xiaozhong Liu 001 (SIGIR, 2015)

Scientific Information Understanding via Open Educational Resources (OER). - Xiaozhong Liu 001; Zhuoren Jiang; Liangcai Gao (SIGIR, 2015)

Random Walk and Feedback on Scholarly Network. - Yingying Yu; Zhuoren Jiang; Xiaozhong Liu 001 (GSB@SIGIR, 2015)

Dynamic feature generation and selection on heterogeneous graph for music recommendation. - Chun Guo 001; Xiaozhong Liu 001 (IEEE BigData, 2016)

Comparing Community-based Information Adoption and Diffusion Across Different Microblogging Sites. - Xiaozhong Liu 001; Xing Yu; Zheng Gao 001; Tian Xia; Johan Bollen (HT, 2016)

Cross Social Media Recommendation. - Xiaozhong Liu 001; Tian Xia; Yingying Yu; Chun Guo 001; Yizhou Sun (ICWSM, 2016)

Community-based Cyberreading for Information Understanding. - Zhuoren Jiang; Xiaozhong Liu 001; Liangcai Gao; Zhi Tang 001 (SIGIR, 2016)

Recovering uncaptured citations in a scholarly network: A two-step citation analysis to estimate publication importance. - Zhuoren Jiang; Xiaozhong Liu 001; Yan Chen (J. Assoc. Inf. Sci. Technol., 2016)

Generation of topic evolution trees from heterogeneous bibliographic networks. - Scott Jensen; Xiaozhong Liu 001; Yingying Yu; Stasa Milojevic (J. Informetrics, 2016)

Personalized Navigation and Random Walk on a Complex Heterogeneous Graph. - Xiaozhong Liu 001; Yingying Yu; Zhuoren Jiang; Chun Guo 001; Scott Jensen (ICTIR, 2017)

Dynamic Scholarly Collaborator Recommendation via Competitive Multi-Agent Reinforcement Learning. - Yang Zhang; Chenwei Zhang; Xiaozhong Liu 001 (RecSys, 2017)

Drugs and bitcoins: What role do bitcoins play in the darknet market? A preliminary study. - Chenwei Zhang; Ruibin Wei; Xiaozhong Liu 001 (ASIST, 2018)

Document Information Assisted Event Trigger Detection. - Yingchi Liu; Quanzhi Li; Xiaozhong Liu 001; Luo Si (IEEE BigData, 2018)

Mathematics Content Understanding for Cyberlearning via Formula Evolution Map. - Zhuoren Jiang; Liangcai Gao; Ke Yuan; Zheng Gao 001; Zhi Tang 001; Xiaozhong Liu 001 (CIKM, 2018)

One vs. Many QA Matching with both Word-level and Sentence-level Attention Network. - Lu Wang; Shoushan Li; Changlong Sun; Luo Si; Xiaozhong Liu 001; Min Zhang 005; Guodong Zhou 001 (COLING, 2018)

Sentiment Classification towards Question-Answering with Hierarchical Matching Network. - Chenlin Shen; Changlong Sun; Jingjing Wang; Yangyang Kang; Shoushan Li; Xiaozhong Liu 001; Luo Si; Min Zhang 005; Guodong Zhou 001 (EMNLP, 2018)

Neural Related Work Summarization with a Joint Context-driven Attention Mechanism. - Yongzhen Wang 002; Xiaozhong Liu 001; Zheng Gao 001 (EMNLP, 2018)

Cross-language Citation Recommendation via Publication Content and Citation Representation Fusion. - Zhuoren Jiang; Yao Lu 007; Xiaozhong Liu 001 (JCDL, 2018)

Cross-language Citation Recommendation via Hierarchical Representation Learning on Heterogeneous Graph. - Zhuoren Jiang; Yue Yin; Liangcai Gao; Yao Lu 007; Xiaozhong Liu 001 (SIGIR, 2018)

edge2vec: Learning Node Representation Using Edge Semantics. - Zheng Gao 001; Gang Fu; Chunping Ouyang; Satoshi Tsutsui; Xiaozhong Liu 001; Ying Ding 001 (CoRR, 2018)

Aspect Sentiment Classification Towards Question-Answering with Reinforced Bidirectional Attention Network. - Jingjing Wang; Changlong Sun; Shoushan Li; Xiaozhong Liu 001; Luo Si; Min Zhang 005; Guodong Zhou 001 (ACL (1), 2019)

Legal Summarization for Multi-role Debate Dialogue via Controversy Focus Mining and Multi-task Learning. - Xinyu Duan; Yating Zhang; Lin Yuan; Xin Zhou; Xiaozhong Liu 001; Tianyi Wang; Ruocheng Wang; Qiong Zhang; Changlong Sun; Fei Wu 001 (CIKM, 2019)

Cross-domain Aspect Category Transfer and Detection via Traceable Heterogeneous Graph Representation Learning. - Zhuoren Jiang; Jian Wang; Lujun Zhao; Changlong Sun; Yao Lu 007; Xiaozhong Liu 001 (CIKM, 2019)

Sexual Harassment Story Classification and Key Information Identification. - Yingchi Liu; Quanzhi Li; Xiaozhong Liu 001; Qiong Zhang; Luo Si (CIKM, 2019)

Detect Camouflaged Spam Content via StoneSkipping: Graph and Text Joint Embedding for Chinese Character Variation Representation. - Zhuoren Jiang; Zhe Gao; Guoxiu He; Yangyang Kang; Changlong Sun; Qiong Zhang; Luo Si; Xiaozhong Liu 001 (EMNLP/IJCNLP (1), 2019)

Uncover Sexual Harassment Patterns from Personal Stories by Joint Key Element Extraction and Categorization. - Yingchi Liu; Quanzhi Li; Marika Cifor; Xiaozhong Liu 001; Qiong Zhang; Luo Si (EMNLP/IJCNLP (1), 2019)

Using Customer Service Dialogues for Satisfaction Analysis with Context-Assisted Multiple Instance Learning. - Kaisong Song; Lidong Bing; Wei Gao 001; Jun Lin; Lujun Zhao; Jiancheng Wang; Changlong Sun; Xiaozhong Liu 001; Qi Zhang 001 (EMNLP/IJCNLP (1), 2019)

Human-Like Decision Making: Document-level Aspect Sentiment Classification via Hierarchical Reinforcement Learning. - Jingjing Wang; Changlong Sun; Shoushan Li; Jiancheng Wang; Luo Si; Min Zhang 005; Xiaozhong Liu 001; Guodong Zhou 001 (EMNLP/IJCNLP (1), 2019)

Efficient personalized community detection via genetic evolution. - Zheng Gao 001; Chun Guo 001; Xiaozhong Liu 001 (GECCO, 2019)

Cold-Start Aware Deep Memory Network for Multi-Entity Aspect-Based Sentiment Analysis. - Kaisong Song; Wei Gao 001; Lujun Zhao; Jun Lin; Changlong Sun; Xiaozhong Liu 001 (IJCAI, 2019)

Finding Camouflaged Needle in a Haystack?: Pornographic Products Detection via Berrypicking Tree Model. - Guoxiu He; Yangyang Kang; Zhe Gao; Zhuoren Jiang; Changlong Sun; Xiaozhong Liu 001; Wei Lu 019; Qiong Zhang; Luo Si (SIGIR, 2019)

Legal Intelligence for E-commerce: Multi-task Learning by Leveraging Multiview Dispute Representation. - Xin Zhou; Yating Zhang; Xiaozhong Liu 001; Changlong Sun; Luo Si (SIGIR, 2019)

Quality-Sensitive Training! Social Advertisement Generation by Leveraging User Click Behavior. - Yongzhen Wang 002; Heng Huang; Yuliang Yan; Xiaozhong Liu 001 (WWW, 2019)

Review Response Generation in E-Commerce Platforms with External Product Information. - Lujun Zhao; Kaisong Song; Changlong Sun; Qi Zhang 001; Xuanjing Huang 001; Xiaozhong Liu 001 (WWW, 2019)

edge2vec: Representation learning using edge semantics for biomedical knowledge discovery. - Zheng Gao 001; Gang Fu; Chunping Ouyang; Satoshi Tsutsui; Xiaozhong Liu 001; Jeremy J. Yang; Christopher Gessner; Brian Foote; David J. Wild 001; Ying Ding 001; Qi Yu 005 (BMC Bioinform., 2019)

AMAD: Adversarial Multiscale Anomaly Detection on High-Dimensional and Time-Evolving Categorical Data. - Zheng Gao 001; Lin Guo; Chi Ma; Xiao Ma 028; Kai Sun 006; Hang Xiang; Xiaoqiang Zhu; Hongsong Li; Xiaozhong Liu 001 (CoRR, 2019)

Cross-Lingual Low-Resource Set-to-Description Retrieval for Global E-Commerce. - Juntao Li 005; Chang Liu 076; Jian Wang; Lidong Bing; Hongsong Li; Xiaozhong Liu 001; Dongyan Zhao 001; Rui Yan 001 (AAAI, 2020)

Sentiment Classification in Customer Service Dialogue with Topic-Aware Multi-Task Learning. - Jiancheng Wang; Jingjing Wang; Changlong Sun; Shoushan Li; Xiaozhong Liu 001; Luo Si; Min Zhang 005; Guodong Zhou 001 (AAAI, 2020)

Masking Orchestration: Multi-Task Pretraining for Multi-Role Dialogue Representation Learning. - Tianyi Wang; Yating Zhang; Xiaozhong Liu 001; Changlong Sun; Qiong Zhang (AAAI, 2020)

Legal Artificial Intelligence - Have You Lost a Piece from Jigsaw Puzzle? - Changlong Sun; Yating Zhang; Qiong Zhang; Xiaozhong Liu 001 (AAAI Spring Symposium: Combining Machine Learning with Knowledge Engineering (1), 2020)

Camouflaged Chinese Spam Content Detection with Semi-supervised Generative Active Learning. - Zhuoren Jiang; Zhe Gao; Yu Duan; Yangyang Kang; Changlong Sun; Qiong Zhang; Xiaozhong Liu 001 (ACL, 2020)

Healthy diet recommendation via Food-Nutrition-Recipe Graph mining. - Kequan Li; Zhuoren Jiang; Haijiao Wang; Xiaozhong Liu 001 (ASIST, 2020)

Initial bibliometric investigation of NIH mentored K to R transition. - Li Zhang 093; Xiaoran Yan; Patricia L. Mabry; Brian C. Martinson; Thomas W. Valente; Wei Lu 019; Xiaozhong Liu 001 (ASIST, 2020)

Community-based data integration of course and job data in support of personalized career-education recommendations. - Guoqing Zhu; Naga Anjaneyulu Kopalle; Yongzhen Wang 002; Xiaozhong Liu 001; Kemi Jona; Katy Börner (ASIST, 2020)

Behavior Based Dynamic Summarization on Product Aspects via Reinforcement Neighbour Selection. - Zheng Gao 001; Lujun Zhao; Heng Huang; Hongsong Li; Changlong Sun; Luo Si; Xiaozhong Liu 001 (ECAI, 2020)

Cross Copy Network for Dialogue Generation. - Changzhen Ji; Xin Zhou; Yating Zhang; Xiaozhong Liu 001; Changlong Sun; Conghui Zhu; Tiejun Zhao (EMNLP (1), 2020)

Predicting Clinical Trial Results by Implicit Evidence Integration. - Qiao Jin 001; Chuanqi Tan; Mosha Chen; Xiaozhong Liu 001; Songfang Huang (EMNLP (1), 2020)

De-Biased Court's View Generation with Causality. - Yiquan Wu 001; Kun Kuang 001; Yating Zhang; Xiaozhong Liu 001; Changlong Sun; Jun Xiao 001; Yueting Zhuang; Luo Si; Fei Wu 001 (EMNLP (1), 2020)

Multi-Turn Dialogue Generation in E-Commerce Platform with the Context of Historical Dialogue. - Weisheng Zhang; Kaisong Song; Yangyang Kang; Zhongqing Wang; Changlong Sun; Xiaozhong Liu 001; Shoushan Li; Min Zhang 005; Luo Si (EMNLP (Findings), 2020)

Implicit Products in the Decentralized eCommerce Ecosystems. - Guoxiu He; Yunhan Yang; Zhuoren Jiang; Yangyang Kang; Xiaozhong Liu 001; Wei Lu 019 (JCDL, 2020)

Overview of the JCDL 2020 Doctoral Consortium. - Xiaozhong Liu 001; Wei Lu 019; Jian Qin 001; Edie Rasmussen (JCDL, 2020)

Characterize and Evaluate Scientific Domain and Domain Context Knowledge Map. - Jinsong Zhang; Chun Guo 001; Xiaozhong Liu 001 (JCDL, 2020)

Detecting User Community in Sparse Domain via Cross-Graph Pairwise Learning. - Zheng Gao 001; Hongsong Li; Zhuoren Jiang; Xiaozhong Liu 001 (SIGIR, 2020)

Think Beyond the Word: Understanding the Implied Textual Meaning by Digesting Context, Local, and Noise. - Guoxiu He; Zhe Gao; Zhuoren Jiang; Yangyang Kang; Changlong Sun; Xiaozhong Liu 001; Wei Lu 019 (SIGIR, 2020)

Creating a Children-Friendly Reading Environment via Joint Learning of Content and Human Attention. - Guoxiu He; Yangyang Kang; Zhuoren Jiang; Jiawei Liu 002; Changlong Sun; Xiaozhong Liu 001; Wei Lu 019 (SIGIR, 2020)

Large Scale Abstractive Multi-Review Summarization (LSARS) via Aspect Alignment. - Haojie Pan; Rongqin Yang; Xin Zhou; Rui Wang 005; Deng Cai 001; Xiaozhong Liu 001 (SIGIR, 2020)

Legal Intelligence: Algorithmic, Data, and Social Challenges. - Changlong Sun; Yating Zhang; Xiaozhong Liu 001; Fei Wu 001 (SIGIR, 2020)

Evolutionary Product Description Generation: A Dynamic Fine-Tuning Approach Leveraging User Click Behavior. - Yongzhen Wang 002; Jian Wang; Heng Huang; Hongsong Li; Xiaozhong Liu 001 (SIGIR, 2020)

Aliababa DAMO Academy at TREC Precision Medicine 2020: State-of-the-art Evidence Retriever for Precision Medicine with Expert-in-the-loop Active Learning. - Qiao Jin 001; Chuanqi Tan; Mosha Chen; Ming Yan 008; Songfang Huang; Ningyu Zhang 001; Xiaozhong Liu 001 (TREC, 2020)

Task-Oriented Genetic Activation for Large-Scale Complex Heterogeneous Graph Embedding. - Zhuoren Jiang; Zheng Gao 001; Jinjiong Lan; Hongxia Yang; Yao Lu 007; Xiaozhong Liu 001 (WWW, 2020)

Read Beyond the Lines: Understanding the Implied Textual Meaning via a Skim and Intensive Reading Model. - Guoxiu He; Zhe Gao; Zhuoren Jiang; Yangyang Kang; Changlong Sun; Xiaozhong Liu 001; Wei Lu 019 (CoRR, 2020)

Romance in China: Mining and Visualizing 10 Million Alibaba Valentine Purchases. - Yongzhen Wang 002; Xiaozhong Liu 001; Yingnan Ju; Katy Börner; Jun Lin; Changlong Sun; Luo Si (CoRR, 2020)

Smartphone and Tablet Application (App) Life Cycle Characterization via Apple App Store Rank. - Han Jia; Chun Guo 001; Xiaozhong Liu 001 (Data Inf. Manag., 2020)

Breaking Social Media Bubbles for Information Globalization: A Cross-Cultural and Cross-Language User-Centered Sense-Making Approach. - Xiaozhong Liu 001; Daqing He; Dan Wu 003 (Data Inf. Manag., 2020)

A review of citation recommendation: from textual content to enriched context. - Shutian Ma; Chengzhi Zhang; Xiaozhong Liu 001 (Scientometrics, 2020)

Time to Transfer: Predicting and Evaluating Machine-Human Chatting Handoff. - Jiawei Liu 002; Zhe Gao; Yangyang Kang; Zhuoren Jiang; Guoxiu He; Changlong Sun; Xiaozhong Liu 001; Wei Lu 019 (AAAI, 2021)

Evidence Aware Neural Pornographic Text Identification for Child Protection. - Kaisong Song; Yangyang Kang; Wei Gao 001; Zhe Gao; Changlong Sun; Xiaozhong Liu 001 (AAAI, 2021)

Unsupervised Summarization for Chat Logs with Topic-Oriented Ranking and Context-Aware Auto-Encoders. - Yicheng Zou; Jun Lin; Lujun Zhao; Yangyang Kang; Zhuoren Jiang; Changlong Sun; Qi Zhang 001; Xuanjing Huang 001; Xiaozhong Liu 001 (AAAI, 2021)

Topic-Oriented Spoken Dialogue Summarization for Customer Service with Saliency-Aware Topic Modeling. - Yicheng Zou; Lujun Zhao; Yangyang Kang; Jun Lin; Minlong Peng; Zhuoren Jiang; Changlong Sun; Qi Zhang 001; Xuanjing Huang 001; Xiaozhong Liu 001 (AAAI, 2021)

RepSum: Unsupervised Dialogue Summarization based on Replacement Strategy. - Xiyan Fu; Yating Zhang; Tianyi Wang; Xiaozhong Liu 001; Changlong Sun; Zhenglu Yang (ACL/IJCNLP (1), 2021)

Adjacency List Oriented Relational Fact Extraction via Adaptive Multi-task Learning. - Fubang Zhao; Zhuoren Jiang; Yangyang Kang; Changlong Sun; Xiaozhong Liu 001 (ACL/IJCNLP (Findings), 2021)

A Neural Conversation Generation Model via Equivalent Shared Memory Investigation. - Changzhen Ji; Yating Zhang; Xiaozhong Liu 001; Adam Jatowt; Changlong Sun; Conghui Zhu; Tiejun Zhao (CIKM, 2021)

A Role-Selected Sharing Network for Joint Machine-Human Chatting Handoff and Service Satisfaction Analysis. - Jiawei Liu 002; Kaisong Song; Yangyang Kang; Guoxiu He; Zhuoren Jiang; Changlong Sun; Wei Lu 019; Xiaozhong Liu 001 (EMNLP (1), 2021)

Legal Judgment Prediction with Multi-Stage Case Representation Learning in the Real Court Setting. - Luyao Ma; Yating Zhang; Tianyi Wang; Xiaozhong Liu 001; Wei Ye 004; Changlong Sun; Shikun Zhang (SIGIR, 2021)

Cross-Domain Contract Element Extraction with a Bi-directional Feedback Clause-Element Relation Network. - Zihan Wang 002; Hongye Song; Zhaochun Ren; Pengjie Ren; Zhumin Chen; Xiaozhong Liu 001; Hongsong Li; Maarten de Rijke (SIGIR, 2021)

Bookworm Game: Automatic Discovery of LTE Vulnerabilities Through Documentation Analysis. - Yi Chen 024; Yepeng Yao; XiaoFeng Wang 001; Dandan Xu; Chang Yue; Xiaozhong Liu 001; Kai Chen 012; Haixu Tang; Baoxu Liu (SP, 2021)

DeepRecipes: Exploring Massive Online Recipes and Recovering Food Ingredient Amounts. - Kequan Li; Yan Chen; Hongsong Li; Xiangwei Mu; Xuhong Zhang 001; Xiaozhong Liu 001 (IEEE Access, 2021)

Biomedical Question Answering: A Comprehensive Review. - Qiao Jin 001; Zheng Yuan 002; Guangzhi Xiong; Qianlan Yu; Chuanqi Tan; Mosha Chen; Songfang Huang; Xiaozhong Liu 001; Sheng Yu 002 (CoRR, 2021)

Leveraging Online Shopping Behaviors as a Proxy for Personal Lifestyle Choices: New Insights into Chronic Disease Prevention Literacy. - Yongzhen Wang 002; Xiaozhong Liu 001; Katy Börner; Jun Lin; Yingnan Ju; Changlong Sun; Luo Si (CoRR, 2021)

Improving Community Detection Performance in Heterogeneous Music Network by Learning Edge-type Usefulness Distribution. - Zheng Gao 001; Chun Guo 001; Xiaozhong Liu 001 (CoRR, 2021)

Legal Judgment Prediction with Multi-Stage CaseRepresentation Learning in the Real Court Setting. - Luyao Ma; Yating Zhang; Tianyi Wang; Xiaozhong Liu 001; Wei Ye 004; Changlong Sun; Shikun Zhang (CoRR, 2021)

Dialogue Inspectional Summarization with Factual Inconsistency Awareness. - Leilei Gan; Yating Zhang; Kun Kuang 001; Lin Yuan; Shuo Li; Changlong Sun; Xiaozhong Liu 001; Fei Wu 001 (CoRR, 2021)

Chinese E-Romance: Analyzing and Visualizing 7.92 Million Alibaba Valentine's Day Purchases. - Yongzhen Wang 002; Xiaozhong Liu 001; Yingnan Ju; Katy Börner; Jun Lin; Changlong Sun; Luo Si (Data Inf. Manag., 2021)

Harvest shopping advice: Neural Question Generation from multiple information sources in E-commerce. - Yongzhen Wang 002; Kaisong Song; Lidong Bing; Xiaozhong Liu 001 (Neurocomputing, 2021)

Chronological citation recommendation with time preference. - Shutian Ma; Heng Zhang 029; Chengzhi Zhang; Xiaozhong Liu 001 (Scientometrics, 2021)

Leveraging online shopping behaviors as a proxy for personal lifestyle choices: New insights into chronic disease prevention literacy. - Yongzhen Wang 002; Xiaozhong Liu 001; Katy Börner; Jun Lin; Yingnan Ju; Changlong Sun; Luo Si (Zenodo, 2021)

Exploiting Interdisciplinary Research Design for Temporally Complex Big Data: Discussion of a Case-Study Using on Heterogenous Bibliographic Big Data. - Patricia L. Mabry; Brian C. Martinson; Thomas W. Valente; Xiaozhong Liu 001 (ASIST, 2022)

Hierarchical Multi-task Learning for Enterprise Risk Detection from Financial Documents. - Xurui Li; Kaiyuan Liu; Rui Zhu; Yangyang Kang; Changlong Sun; Kaisong Song; Xiaozhong Liu 001 (IEEE Big Data, 2022)

Rating Patent by Exploiting Semantic and Novelty Information. - Yingchi Liu; Quanzhi Li; Xiaozhong Liu 001 (IEEE Big Data, 2022)

Order-Disorder: Imitation Adversarial Attacks for Black-box Neural Ranking Models. - Jiawei Liu 002; Yangyang Kang; Di Tang 001; Kaisong Song; Changlong Sun; Xiaofeng Wang 006; Wei Lu 019; Xiaozhong Liu 001 (CCS, 2022)

Improving Community Detection Performance in Heterogeneous Music Network by Learning Edge-Type Usefulness Distribution. - Zheng Gao 001; Chun Guo 001; Shutian Ma; Xiaozhong Liu 001 (iConference (2), 2022)

An Annotation Schema for the Detection of Social Bias in Legal Text Corpora. - Ece Gumusel; Vincent Quirante Malic; Devan Ray Donaldson; Kevin D. Ashley; Xiaozhong Liu 001 (iConference (1), 2022)

Collaborative Intelligence Orchestration: Inconsistency-Based Fusion of Semi-Supervised Learning and Active Learning. - Jiannan Guo 003; Yangyang Kang; Yu Duan; Xiaozhong Liu 001; Siliang Tang; Wenqiao Zhang; Kun Kuang 001; Changlong Sun; Fei Wu 001 (KDD, 2022)

Seeing the Forest for the Trees: Understanding Security Hazards in the 3GPP Ecosystem through Intelligent Analysis on Change Requests. - Yi Chen 024; Di Tang 001; Yepeng Yao; Mingming Zha 001; XiaoFeng Wang 001; Xiaozhong Liu 001; Haixu Tang; Dongfang Zhao 010 (USENIX Security Symposium, 2022)

Adaptive multi-task positive-unlabeled learning for joint prediction of multiple chronic diseases using online shopping behaviors. - Yongzhen Wang 002; Jun Lin; Sheng Bi; Changlong Sun; Luo Si; Xiaozhong Liu 001 (Expert Syst. Appl., 2022)

Hotness prediction of scientific topics based on a bibliographic knowledge graph. - Chaoguang Huo; Shutian Ma; Xiaozhong Liu 001 (Inf. Process. Manag., 2022)

Improving legal judgment prediction through reinforced criminal element extraction. - Yougang Lyu; Zihan Wang 002; Zhaochun Ren; Pengjie Ren; Zhumin Chen; Xiaozhong Liu 001; Yujun Li; Hongsong Li; Hongye Song (Inf. Process. Manag., 2022)

Toward automatic support for leading court debates: a novel task proposal & effective approach of judicial question generation. - Changzhen Ji; Yating Zhang; Xiaozhong Liu 001; Adam Jatowt; Sourav S. Bhowmick; Changlong Sun; Conghui Zhu; Tiejun Zhao (Neural Comput. Appl., 2022)

A Speaker Turn-Aware Multi-Task Adversarial Network for Joint User Satisfaction Estimation and Sentiment Analysis. - Kaisong Song; Yangyang Kang; Jiawei Liu 002; Xurui Li; Changlong Sun; Xiaozhong Liu 001 (AAAI, 2023)

Unsupervised Legal Evidence Retrieval via Contrastive Learning with Approximate Aggregated Positive. - Feng Yao; Jingyuan Zhang; Yating Zhang; Xiaozhong Liu 001; Changlong Sun; Yun Liu; Weixing Shen (AAAI, 2023)

Community-Based Hierarchical Positive-Unlabeled (PU) Model Fusion for Chronic Disease Prediction. - Yang Wu; Xurui Li; Xuhong Zhang 001; Yangyang Kang; Changlong Sun; Xiaozhong Liu 001 (CIKM, 2023)

Global Structure Knowledge-Guided Relation Extraction Method for Visually-Rich Document. - Xiangnan Chen; Qian Xiao; Juncheng Li 006; Duo Dong; Jun Lin; Xiaozhong Liu 001; Siliang Tang (EMNLP (Findings), 2023)

STINMatch: Semi-Supervised Semantic-Topological Iteration Network for Financial Risk Detection via News Label Diffusion. - Xurui Li; Yue Qin; Rui Zhu; Tianqianjin Lin; Yongming Fan; Yangyang Kang; Kaisong Song; Fubang Zhao; Changlong Sun; Haixu Tang; Xiaozhong Liu 001 (EMNLP, 2023)

Self-supervised Meta-Prompt Learning with Meta-Gradient Regularization for Few-shot Generalization. - Kaihang Pan; Juncheng Li 006; Hongye Song; Jun Lin; Xiaozhong Liu 001; Siliang Tang (EMNLP (Findings), 2023)

GEM: Gestalt Enhanced Markup Language Model for Web Understanding via Render Tree. - Zirui Shao; Feiyu Gao; Zhongda Qi; Hangdi Xing; Jiajun Bu; Zhi Yu; Qi Zheng 002; Xiaozhong Liu 001 (EMNLP, 2023)

Precedent-Enhanced Legal Judgment Prediction with LLM and Domain-Model Collaboration. - Yiquan Wu 001; Siying Zhou; Yifei Liu; Weiming Lu 001; Xiaozhong Liu 001; Yating Zhang; Changlong Sun; Fei Wu 001; Kun Kuang 001 (EMNLP, 2023)

Content- and Topology-Aware Representation Learning for Scientific Multi-Literature. - Kai Zhang; Kaisong Song; Yangyang Kang; Xiaozhong Liu 001 (EMNLP, 2023)

Racial Skew in Fine-Tuned Legal AI Language Models. - Vincent Quirante Malic; Anamika Kumari; Xiaozhong Liu 001 (ICDM (Workshops), 2023)

Career-Based Explainable Course Recommendation. - Jacob Striebel; Rebecca Myers; Xiaozhong Liu 001 (iConference (2), 2023)

Sherlock on Specs: Building LTE Conformance Tests through Automated Reasoning. - Yi Chen 024; Di Tang 001; Yepeng Yao; Mingming Zha 001; XiaoFeng Wang 001; Xiaozhong Liu 001; Haixu Tang; Baoxu Liu (USENIX Security Symposium, 2023)

Meta-augmented Prompt Tuning for Better Few-shot Learning. - Kaihang Pan; Juncheng Li 006; Hongye Song; Jun Lin; Xiaozhong Liu 001; Siliang Tang (CoRR, 2023)

Multidimensional Perceptron for Efficient and Explainable Long Text Classification. - Yexiang Wang; Yating Zhang; Xiaozhong Liu 001; Changlong Sun (CoRR, 2023)

ControlRetriever: Harnessing the Power of Instructions for Controllable Retrieval. - Kaihang Pan; Juncheng Li 006; Hongye Song; Hao Fei 001; Wei Ji 008; Shuo Zhang 014; Jun Lin; Xiaozhong Liu 001; Siliang Tang (CoRR, 2023)

Memory-Augmented LLM Personalization with Short- and Long-Term Memory Coordination. - Kai Zhang; Fubang Zhao; Yangyang Kang; Xiaozhong Liu 001 (CoRR, 2023)

Large Language Model Soft Ideologization via AI-Self-Consciousness. - Xiaotian Zhou; Qian Wang; Xiaofeng Wang; Haixu Tang; Xiaozhong Liu 001 (CoRR, 2023)

Biomedical Question Answering: A Survey of Approaches and Challenges. - Qiao Jin 001; Zheng Yuan 002; Guangzhi Xiong; Qianlan Yu; Huaiyuan Ying; Chuanqi Tan; Mosha Chen; Songfang Huang; Xiaozhong Liu 001; Sheng Yu 002 (ACM Comput. Surv., 2023)

Multidimensional scholarly citations: Characterizing and understanding scholars' citation behaviors. - Yunxue Cui; Yongzhen Wang 002; Xiaozhong Liu 001; Xianwen Wang; Xuhong Zhang 001 (J. Assoc. Inf. Sci. Technol., 2023)

Empowering Dual-Level Graph Self-Supervised Pretraining with Motif Discovery. - Pengwei Yan; Kaisong Song; Zhuoren Jiang; Yangyang Kang; Tianqianjin Lin; Changlong Sun; Xiaozhong Liu 001 (AAAI, 2024)

From Model-centered to Human-Centered: Revision Distance as a Metric for Text Evaluation in LLMs-based Applications. - Yongqiang Ma; Lizhi Qing; Jiawei Liu 002; Yangyang Kang; Yue Zhang; Wei Lu 019; Xiaozhong Liu 001; Qikai Cheng (ACL (Findings), 2024)

Knowledge-Infused Legal Wisdom: Navigating LLM Consultation through the Lens of Diagnostics and Positive-Unlabeled Reinforcement Learning. - Yang Wu; Chenghao Wang; Ece Gumusel; Xiaozhong Liu 001 (ACL (Findings), 2024)

PDAMeta: Meta-Learning Framework with Progressive Data Augmentation for Few-Shot Text Classification. - Xurui Li; Kaisong Song; Tianqianjin Lin; Yangyang Kang; Fubang Zhao; Changlong Sun; Xiaozhong Liu 001 (LREC/COLING, 2024)

Enhance Robustness of Language Models against Variation Attack through Graph Integration. - Zi Xiong; Lizhi Qing; Yangyang Kang; Jiawei Liu 002; Hongsong Li; Changlong Sun; Xiaozhong Liu 001; Wei Lu 019 (LREC/COLING, 2024)

Knowledge Triplets Derivation from Scientific Publications via Dual-Graph Resonance. - Kai Zhang; Pengcheng Li; Kaisong Song; Xurui Li; Yangyang Kang; Xuhong Zhang 001; Xiaozhong Liu 001 (LREC/COLING, 2024)

Can Large Language Models Grasp Legal Theories? Enhance Legal Reasoning with Insights from Multi-Agent Collaboration. - Weikang Yuan; Junjie Cao 003; Zhuoren Jiang; Yangyang Kang; Jun Lin; Kaisong Song; Tianqianjin Lin; Pengwei Yan; Changlong Sun; Xiaozhong Liu 001 (EMNLP (Findings), 2024)

Detecting the Rumor Patterns Integrating Features of User, Content, and the Spreading Structure. - Pengwei Yan; Guo Yu; Zhuoren Jiang; Tianqianjin Lin; Weikang Yuan; Xiaozhong Liu 001 (iConference (2), 2024)

Detection Vs. Anti-detection: Is Text Generated by AI Detectable? - Yuehan Zhang 001; Yongqiang Ma; Jiawei Liu 002; Xiaozhong Liu 001; XiaoFeng Wang 001; Wei Lu 019 (iConference (1), 2024)

LLM-based Medical Assistant Personalization with Short- and Long-Term Memory Coordination. - Kai Zhang; Yangyang Kang; Fubang Zhao; Xiaozhong Liu 001 (NAACL-HLT, 2024)

IR Embedding Fairness Inspection via Contrastive Learning and Human-AI Collaborative Intelligence. - Heng Huang 005; Yunhan Bai; Hongwei Liang; Xiaozhong Liu 001 (PKDD (4), 2024)

I3: Intent-Introspective Retrieval Conditioned on Instructions. - Kaihang Pan; Juncheng Li 006; Wenjie Wang 007; Hao Fei 001; Hongye Song; Wei Ji 008; Jun Lin; Xiaozhong Liu 001; Tat-Seng Chua; Siliang Tang (SIGIR, 2024)

Modeling Scholarly Collaboration and Temporal Dynamics in Citation Networks for Impact Prediction. - Pengwei Yan; Yangyang Kang; Zhuoren Jiang; Kaisong Song; Tianqianjin Lin; Changlong Sun; Xiaozhong Liu 001 (SIGIR, 2024)

MAWSEO: Adversarial Wiki Search Poisoning for Illicit Online Promotion. - Zilong Lin 001; Zhengyi Li; Xiaojing Liao; XiaoFeng Wang 001; Xiaozhong Liu 001 (SP, 2024)

Personalized LLM Response Generation with Parameterized Memory Injection. - Kai Zhang; Lizhi Qing; Yangyang Kang; Xiaozhong Liu 001 (CoRR, 2024)

Black-Box Opinion Manipulation Attacks to Retrieval-Augmented Generation of Large Language Models. - Zhuo Chen; Jiawei Liu 002; Haotan Liu; Qikai Cheng; Fan Zhang 053; Wei Lu 019; Xiaozhong Liu 001 (CoRR, 2024)

LLM-Enhanced Software Patch Localization. - Jinhong Yu; Yi Chen 024; Di Tang 001; Xiaozhong Liu 001; XiaoFeng Wang 001; Chen Wu; Haixu Tang (CoRR, 2024)

PersonaMark: Personalized LLM watermarking for model protection and user attribution. - Yuehan Zhang 001; Peizhuo Lv; Yinpeng Liu; Yongqiang Ma; Wei Lu 019; Xiaofeng Wang 006; Xiaozhong Liu 001; Jiawei Liu 002 (CoRR, 2024)

LLM Cascade with Multi-Objective Optimal Consideration. - Kai Zhang; Liqian Peng; Congchao Wang; Alec Go; Xiaozhong Liu 001 (CoRR, 2024)

LangGFM: A Large Language Model Alone Can be a Powerful Graph Foundation Model. - Tianqianjin Lin; Pengwei Yan; Kaisong Song; Zhuoren Jiang; Yangyang Kang; Jun Lin; Weikang Yuan; Junjie Cao 003; Changlong Sun; Xiaozhong Liu 001 (CoRR, 2024)

Towards human-like perception: Learning structural causal model in heterogeneous graph. - Tianqianjin Lin; Kaisong Song; Zhuoren Jiang; Yangyang Kang; Weikang Yuan; Xurui Li; Changlong Sun; Cui Huang; Xiaozhong Liu 001 (Inf. Process. Manag., 2024)

FlippedRAG: Black-Box Opinion Manipulation Adversarial Attacks to Retrieval-Augmented Generation Models. - Zhuo Chen; Yuyang Gong; Jiawei Liu 002; Miaokun Chen; Haotan Liu; Qikai Cheng; Fan Zhang 053; Wei Lu 019; Xiaozhong Liu 001 (CCS, 2025)

BrailleLLM: Braille Instruction Tuning with Large Language Models for Braille Domain Tasks. - Tianyuan Huang; Zepeng Zhu; Hangdi Xing; Zirui Shao; Zhi Yu; Chaoxiong Yang; Jiaxian He; Xiaozhong Liu 001; Jiajun Bu (EMNLP, 2025)

Active Domain Knowledge Acquisition with 100-Dollar Budget: Enhancing LLMs via Cost-Efficient, Expert-Involved Interaction in Sensitive Domains. - Yang Wu; Raha Moraffah; Rujing Yao; Jinhong Yu; Zhimin Tao; Xiaozhong Liu 001 (EMNLP (Findings), 2025)

ROSE: A Reward-Oriented Data Selection Framework for LLM Task-Specific Instruction Tuning. - Yang Wu; Huayi Zhang; Yizheng Jiao; Lin Ma; Xiaozhong Liu 001; Jinhong Yu; Dongyu Zhang; Dezhi Yu; Wei Xu (EMNLP (Findings), 2025)

Deep Interaction Timing: FOL-based Complexity Differentiation for Legal Queries. - Tong Zhang 005; Yiquan Wu 001; Rujing Yao; Qianyu Zhang; Changlong Sun; Chenghao Wang; Xiaozhong Liu 001 (ICAIL, 2025)

CLaDMoP: Learning Transferrable Models from Successful Clinical Trials via LLMs. - Yiqing Zhang; Xiaozhong Liu 001; Fabricio Murai (KDD (2), 2025)

Elevating Legal LLM Responses: Harnessing Trainable Logical Structures and Semantic Knowledge with Legal Reasoning. - Rujing Yao; Yang Wu; Chenghao Wang; Jingwei Xiong; Fang Wang 014; Xiaozhong Liu 001 (NAACL (Long Papers), 2025)

MEXA-CTP: Mode Experts Cross-Attention for Clinical Trial Outcome Prediction. - Yiqing Zhang; Xiaozhong Liu 001; Fabricio Murai (SDM, 2025)

Topic-FlipRAG: Topic-Orientated Adversarial Opinion Manipulation Attacks to Retrieval-Augmented Generation Models. - Yuyang Gong; Zhuo Chen; Jiawei Liu 002; Miaokun Chen; Fengchang Yu; Wei Lu 019; XiaoFeng Wang 001; Xiaozhong Liu 001 (USENIX Security Symposium, 2025)

Auto-Drafting Police Reports from Noisy ASR Outputs: A Trust-Centered LLM Approach. - Param Kulkarni; Yingchi Liu; Hao-Ming Fu; Shaohua Yang; Isuru Gunasekara; Matt Peloquin; Noah Spitzer-Williams; Xiaotian Zhou; Xiaozhong Liu 001; Zhengping Ji; Yasser Ibrahim (WWW (Companion Volume), 2025)

Intelligent Legal Assistant: An Interactive Clarification System for Legal Question Answering. - Rujing Yao; Yiquan Wu 001; Tong Zhang 005; Xuhui Zhang; Yuting Huang 001; Yang Wu; Jiayin Yang; Changlong Sun; Fang Wang 014; Xiaozhong Liu 001 (WWW (Companion Volume), 2025)

Unraveling and Mitigating Endogenous Task-oriented Spurious Correlations in Ego-graphs via Automated Counterfactual Contrastive Learning. - Tianqianjin Lin; Yangyang Kang; Zhuoren Jiang; Kaisong Song; Kun Kuang 001; Changlong Sun; Cui Huang; Xiaozhong Liu 001 (Expert Syst. Appl., 2025)

Refinement and Revision in Academic Writing: Integrating Multi-source Knowledge and LLMs with Delta Feedback. - Yongqiang Ma; Lizhi Qing; Yangyang Kang; Jiawei Liu 002; Yue Zhang; Qikai Cheng; Wei Lu 019; Xiaozhong Liu 001 (Expert Syst. Appl., 2025)

Improving scholarship accessibility with reinforcement learning. - Haining Wang 005; Jason A. Clark; Hannah McKelvey; Leila Sterman; Zheng Gao 001; Zuoyu Tian; Xiaozhong Liu 001 (Inf. Res., 2025)

Preserving high-order ego-centric topological patterns in node representation in heterogeneous graph. - Tianqianjin Lin; Yangyang Kang; Zhuoren Jiang; Kaisong Song; Xurui Li; Hongsong Li; Jiawei Liu 002; Changlong Sun; Cui Huang; Xiaozhong Liu 001 (Knowl. Based Syst., 2025)

FlipedRAG: Black-Box Opinion Manipulation Attacks to Retrieval-Augmented Generation of Large Language Models. - Zhuo Chen; Yuyang Gong; Miaokun Chen; Haotan Liu; Qikai Cheng; Fan Zhang 053; Wei Lu 019; Xiaozhong Liu 001; Jiawei Liu 002 (CoRR, 2025)

Social inequality and cultural factors impact the awareness and reaction during the cryptic transmission period of pandemic. - Zhuoren Jiang; Xiaozhong Liu 001; Yangyang Kang; Changlong Sun; Yong-Yeol Ahn; Johan Bollen (CoRR, 2025)

KEDRec-LM: A Knowledge-distilled Explainable Drug Recommendation Large Language Model. - Kai Zhang; Rui Zhu; Shutian Ma; Jingwei Xiong; Yejin Kim 001; Fabricio Murai; Xiaozhong Liu 001 (CoRR, 2025)

AppealCase: A Dataset and Benchmark for Civil Case Appeal Scenarios. - Yuting Huang 001; Meitong Guo; Yiquan Wu 001; Ang Li 049; Xiaozhong Liu 001; Keting Yin; Changlong Sun; Fei Wu 001; Kun Kuang 001 (CoRR, 2025)

Science out of its Ivory Tower: improving accessibility with reinforcement learning. - Haining Wang 005; Jason A. Clark; Hannah McKelvey; Leila Sterman; Zheng Gao 001; Zuoyu Tian; Sandra Kübler; Xiaozhong Liu 001 (Scientometrics, 2025)

AssoMem: Scalable Memory QA with Multi-Signal Associative Retrieval. - Kai Zhang; Xinyuan Zhang; Ejaz Ahmed; Hongda Jiang; Caleb Kumar; Kai Sun 006; Zhaojiang Lin; Sanat Sharma; Shereen Oraby; Aaron Colak; Ahmed Aly; Anuj Kumar; et al. (CoRR, 2025)

IndirectAD: Practical Data Poisoning Attacks against Recommender Systems for Item Promotion. - Zihao Wang; Tianhao Mao; XiaoFeng Wang; Di Tang; Xiaozhong Liu 001 (CoRR, 2025)

Teaching According to Students' Aptitude: Personalized Mathematics Tutoring via Persona-, Memory-, and Forgetting-Aware LLMs. - Yang Wu; Rujing Yao; Tong Zhang 005; Yufei Shi; Zhuoren Jiang; Zhushan Li; Xiaozhong Liu 001 (CoRR, 2025)

Structure-Aware Antibody Design with Affinity-Optimized Inverse Folding. - Xinyan Zhao; Yi-Ching Tang; Rivaaj Monsia; Victor J. Cantu; Ashwin Kumar Ramesh; Xiaozhong Liu 001; Zhiqiang An; Xiaoqian Jiang; Yejin Kim 001 (CoRR, 2025)

Think Then Rewrite: Reasoning Enhanced Query Rewriting for Domain Specific Retrieval. - Ang Li 049; Yufei Shi; Yuxuan Si; Yiquan Wu 001; Ming Cai; Xu Tan 003; Yi Wang; Changlong Sun; Xiaozhong Liu 001; Kun Kuang 001 (AAAI, 2026)

VitalDiagnosis: AI-Driven Ecosystem for 24/7 Vital Monitoring and Chronic Disease Management. - Zhikai Xue; Tianqianjin Lin; Pengwei Yan; Ruichun Wang; Yuxin Liu; Zhuoren Jiang; Xiaozhong Liu 001 (AAAI, 2026)

P2S: Probabilistic Process Supervision for General-Domain Reasoning Question Answering. - Wenlin Zhong; Chengyuan Liu; Yiquan Wu 001; Bovin Tan; Changlong Sun; Yi Wang; Xiaozhong Liu 001; Kun Kuang 001 (AAAI, 2026)

"Excuse me, may I say something..." CoLabScience, A Proactive AI Assistant for Biomedical Discovery and LLM-Expert Collaborations. - Yang Wu; Jinhong Yu; Jingwei Xiong; Zhimin Tao; Xiaozhong Liu 001 (ACL (1), 2026)

LeCoDe: A Benchmark Dataset for Interactive Legal Consultation Dialogue Evaluation. - Weikang Yuan; Kaisong Song; Zhuoren Jiang; Junjie Cao 003; Yujie Zhang; Jun Lin; Kun Kuang 001; Ji Zhang; Xiaozhong Liu 001 (ACL (1), 2026)

PubMed Reasoner: Dynamic Reasoning-based Retrieval for Evidence-Grounded Biomedical Question Answering. - Yiqing Zhang; Xiaozhong Liu 001; Fabricio Murai (ACL (1), 2026)

Privacy-preserved LLM Cascade via CoT-enhanced Policy Learning. - Kai Zhang; Congchao Wang; Liqian Peng; Alec Go; Xiaozhong Liu 001 (WSDM, 2026)

Knowledge-based citation reasoning for biomedical domain. - Pengcheng Li; Kai Zhang; Xiaozhong Liu 001; Xuhong Zhang 001 (Bioinform., 2026)

A multi-agent framework with legal event logic graph for multi-defendant legal judgment prediction. - Weikang Yuan; Kaisong Song; Zhuoren Jiang; Junjie Cao 003; Yujie Zhang; Chengyuan Liu; Jun Lin; Ji Zhang; Kun Kuang 001; Xiaozhong Liu 001 (Inf. Process. Manag., 2026)

Unpacking the predictive power of peer review under scientific disruption: Evidence from AI research. - Yujie Zhang; Yan Jiang; Pengwei Yan; Zhuoren Jiang; Chenxi Lin; Guoxiu He; Xiaozhong Liu 001 (J. Informetrics, 2026)

Human-in-the-Loop Interactive Report Generation for Chronic Disease Adherence. - Xiaotian Zhang; Jinhong Yu; Pengwei Yan; Le Jiang; Xingyi Shen; Mumo Cheng; Xiaozhong Liu 001 (CoRR, 2026)

LegalAI Research in LLM Era: Data, Modeling and Evaluation. - Xiao Chi; Wei Wang 059; Ziyao Zhang; Ang Li 049; Yuting Huang 001; Yiquan Wu 001; Kun Kuang 001; Changlong Sun; Xiaozhong Liu 001; Fei Wu 001; Minghui Xiong (Artif. Intell. Rev., 2026)

Beyond Local vs. External: A Game-Theoretic Framework for Trustworthy Knowledge Acquisition. - Rujing Yao; Yufei Shi; Yang Wu; Ang Li; Zhuoren Jiang; XiaoFeng Wang; Haixu Tang; Xiaozhong Liu 001 (CoRR, 2026)