Xiaozhong Liu
Orcid: 0000-0003-3477-8323
According to our database1,
Xiaozhong Liu
authored at least 194 papers
between 2007 and 2024.
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Bibliography
2024
Towards human-like perception: Learning structural causal model in heterogeneous graph.
Inf. Process. Manag., March, 2024
CoRR, 2024
CoRR, 2024
PersonaMark: Personalized LLM watermarking for model protection and user attribution.
CoRR, 2024
Black-Box Opinion Manipulation Attacks to Retrieval-Augmented Generation of Large Language Models.
CoRR, 2024
Enhance Robustness of Language Models Against Variation Attack through Graph Integration.
CoRR, 2024
From Model-centered to Human-Centered: Revision Distance as a Metric for Text Evaluation in LLMs-based Applications.
CoRR, 2024
Proceedings of the IEEE Symposium on Security and Privacy, 2024
Modeling Scholarly Collaboration and Temporal Dynamics in Citation Networks for Impact Prediction.
Proceedings of the 47th International ACM SIGIR Conference on Research and Development in Information Retrieval, 2024
Proceedings of the 47th International ACM SIGIR Conference on Research and Development in Information Retrieval, 2024
IR Embedding Fairness Inspection via Contrastive Learning and Human-AI Collaborative Intelligence.
Proceedings of the Advances in Knowledge Discovery and Data Mining, 2024
LLM-based Medical Assistant Personalization with Short- and Long-Term Memory Coordination.
Proceedings of the 2024 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies (Volume 1: Long Papers), 2024
Proceedings of the Wisdom, Well-Being, Win-Win, 2024
Detecting the Rumor Patterns Integrating Features of User, Content, and the Spreading Structure.
Proceedings of the Wisdom, Well-Being, Win-Win, 2024
Can Large Language Models Grasp Legal Theories? Enhance Legal Reasoning with Insights from Multi-Agent Collaboration.
Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2024, 2024
Proceedings of the 2024 Joint International Conference on Computational Linguistics, 2024
Enhance Robustness of Language Models against Variation Attack through Graph Integration.
Proceedings of the 2024 Joint International Conference on Computational Linguistics, 2024
PDAMeta: Meta-Learning Framework with Progressive Data Augmentation for Few-Shot Text Classification.
Proceedings of the 2024 Joint International Conference on Computational Linguistics, 2024
Knowledge-Infused Legal Wisdom: Navigating LLM Consultation through the Lens of Diagnostics and Positive-Unlabeled Reinforcement Learning.
Proceedings of the Findings of the Association for Computational Linguistics, 2024
From Model-centered to Human-Centered: Revision Distance as a Metric for Text Evaluation in LLMs-based Applications.
Proceedings of the Findings of the Association for Computational Linguistics, 2024
Proceedings of the Thirty-Eighth AAAI Conference on Artificial Intelligence, 2024
2023
Multidimensional scholarly citations: Characterizing and understanding scholars' citation behaviors.
J. Assoc. Inf. Sci. Technol., January, 2023
ACM Comput. Surv., 2023
CoRR, 2023
CoRR, 2023
CoRR, 2023
Proceedings of the 32nd USENIX Security Symposium, 2023
Proceedings of the Information for a Better World: Normality, Virtuality, Physicality, Inclusivity, 2023
Proceedings of the IEEE International Conference on Data Mining, 2023
Proceedings of the 2023 Conference on Empirical Methods in Natural Language Processing, 2023
Precedent-Enhanced Legal Judgment Prediction with LLM and Domain-Model Collaboration.
Proceedings of the 2023 Conference on Empirical Methods in Natural Language Processing, 2023
Proceedings of the 2023 Conference on Empirical Methods in Natural Language Processing, 2023
Self-supervised Meta-Prompt Learning with Meta-Gradient Regularization for Few-shot Generalization.
Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2023, 2023
STINMatch: Semi-Supervised Semantic-Topological Iteration Network for Financial Risk Detection via News Label Diffusion.
Proceedings of the 2023 Conference on Empirical Methods in Natural Language Processing, 2023
Global Structure Knowledge-Guided Relation Extraction Method for Visually-Rich Document.
Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2023, 2023
Community-Based Hierarchical Positive-Unlabeled (PU) Model Fusion for Chronic Disease Prediction.
Proceedings of the 32nd ACM International Conference on Information and Knowledge Management, 2023
Unsupervised Legal Evidence Retrieval via Contrastive Learning with Approximate Aggregated Positive.
Proceedings of the Thirty-Seventh AAAI Conference on Artificial Intelligence, 2023
A Speaker Turn-Aware Multi-Task Adversarial Network for Joint User Satisfaction Estimation and Sentiment Analysis.
Proceedings of the Thirty-Seventh AAAI Conference on Artificial Intelligence, 2023
2022
Toward automatic support for leading court debates: a novel task proposal & effective approach of judicial question generation.
Neural Comput. Appl., 2022
Inf. Process. Manag., 2022
Inf. Process. Manag., 2022
Adaptive multi-task positive-unlabeled learning for joint prediction of multiple chronic diseases using online shopping behaviors.
Expert Syst. Appl., 2022
Seeing the Forest for the Trees: Understanding Security Hazards in the 3GPP Ecosystem through Intelligent Analysis on Change Requests.
Proceedings of the 31st USENIX Security Symposium, 2022
Collaborative Intelligence Orchestration: Inconsistency-Based Fusion of Semi-Supervised Learning and Active Learning.
Proceedings of the KDD '22: The 28th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, Washington, DC, USA, August 14, 2022
Proceedings of the Information for a Better World: Shaping the Global Future - 17th International Conference, iConference 2022, Virtual Event, February 28, 2022
Improving Community Detection Performance in Heterogeneous Music Network by Learning Edge-Type Usefulness Distribution.
Proceedings of the Information for a Better World: Shaping the Global Future - 17th International Conference, iConference 2022, Virtual Event, February 28, 2022
Proceedings of the Digitalization and Management Innovation, 2022
Proceedings of the 2022 ACM SIGSAC Conference on Computer and Communications Security, 2022
Proceedings of the IEEE International Conference on Big Data, 2022
Hierarchical Multi-task Learning for Enterprise Risk Detection from Financial Documents.
Proceedings of the IEEE International Conference on Big Data, 2022
Exploiting Interdisciplinary Research Design for Temporally Complex Big Data: Discussion of a Case-Study Using on Heterogenous Bibliographic Big Data.
Proceedings of the Crisis, Transition, Resilience: Re-imagining an information resilient society, 2022
2021
Harvest shopping advice: Neural Question Generation from multiple information sources in E-commerce.
Neurocomputing, 2021
Chinese E-Romance: Analyzing and Visualizing 7.92 Million Alibaba Valentine's Day Purchases.
Data Inf. Manag., 2021
Legal Judgment Prediction with Multi-Stage CaseRepresentation Learning in the Real Court Setting.
CoRR, 2021
Improving Community Detection Performance in Heterogeneous Music Network by Learning Edge-type Usefulness Distribution.
CoRR, 2021
Leveraging Online Shopping Behaviors as a Proxy for Personal Lifestyle Choices: New Insights into Chronic Disease Prevention Literacy.
CoRR, 2021
IEEE Access, 2021
DeepRecipes: Exploring Massive Online Recipes and Recovering Food Ingredient Amounts.
IEEE Access, 2021
Bookworm Game: Automatic Discovery of LTE Vulnerabilities Through Documentation Analysis.
Proceedings of the 42nd IEEE Symposium on Security and Privacy, 2021
Cross-Domain Contract Element Extraction with a Bi-directional Feedback Clause-Element Relation Network.
Proceedings of the SIGIR '21: The 44th International ACM SIGIR Conference on Research and Development in Information Retrieval, 2021
Legal Judgment Prediction with Multi-Stage Case Representation Learning in the Real Court Setting.
Proceedings of the SIGIR '21: The 44th International ACM SIGIR Conference on Research and Development in Information Retrieval, 2021
A Role-Selected Sharing Network for Joint Machine-Human Chatting Handoff and Service Satisfaction Analysis.
Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing, 2021
Proceedings of the CIKM '21: The 30th ACM International Conference on Information and Knowledge Management, Virtual Event, Queensland, Australia, November 1, 2021
Proceedings of the Findings of the Association for Computational Linguistics: ACL/IJCNLP 2021, 2021
Proceedings of the 59th Annual Meeting of the Association for Computational Linguistics and the 11th International Joint Conference on Natural Language Processing, 2021
Topic-Oriented Spoken Dialogue Summarization for Customer Service with Saliency-Aware Topic Modeling.
Proceedings of the Thirty-Fifth AAAI Conference on Artificial Intelligence, 2021
Unsupervised Summarization for Chat Logs with Topic-Oriented Ranking and Context-Aware Auto-Encoders.
Proceedings of the Thirty-Fifth AAAI Conference on Artificial Intelligence, 2021
Proceedings of the Thirty-Fifth AAAI Conference on Artificial Intelligence, 2021
Proceedings of the Thirty-Fifth AAAI Conference on Artificial Intelligence, 2021
2020
Scientometrics, 2020
Breaking Social Media Bubbles for Information Globalization: A Cross-Cultural and Cross-Language User-Centered Sense-Making Approach.
Data Inf. Manag., 2020
Smartphone and Tablet Application (App) Life Cycle Characterization via Apple App Store Rank.
Data Inf. Manag., 2020
CoRR, 2020
Read Beyond the Lines: Understanding the Implied Textual Meaning via a Skim and Intensive Reading Model.
CoRR, 2020
Task-Oriented Genetic Activation for Large-Scale Complex Heterogeneous Graph Embedding.
Proceedings of the WWW '20: The Web Conference 2020, Taipei, Taiwan, April 20-24, 2020, 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.
Proceedings of the Twenty-Ninth Text REtrieval Conference, 2020
Evolutionary Product Description Generation: A Dynamic Fine-Tuning Approach Leveraging User Click Behavior.
Proceedings of the 43rd International ACM SIGIR conference on research and development in Information Retrieval, 2020
Proceedings of the 43rd International ACM SIGIR conference on research and development in Information Retrieval, 2020
Proceedings of the 43rd International ACM SIGIR conference on research and development in Information Retrieval, 2020
Creating a Children-Friendly Reading Environment via Joint Learning of Content and Human Attention.
Proceedings of the 43rd International ACM SIGIR conference on research and development in Information Retrieval, 2020
Think Beyond the Word: Understanding the Implied Textual Meaning by Digesting Context, Local, and Noise.
Proceedings of the 43rd International ACM SIGIR conference on research and development in Information Retrieval, 2020
Proceedings of the 43rd International ACM SIGIR conference on research and development in Information Retrieval, 2020
Proceedings of the JCDL '20: Proceedings of the ACM/IEEE Joint Conference on Digital Libraries in 2020, 2020
Proceedings of the JCDL '20: Proceedings of the ACM/IEEE Joint Conference on Digital Libraries in 2020, 2020
Proceedings of the JCDL '20: Proceedings of the ACM/IEEE Joint Conference on Digital Libraries in 2020, 2020
Multi-Turn Dialogue Generation in E-Commerce Platform with the Context of Historical Dialogue.
Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2020, 2020
Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing, 2020
Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing, 2020
Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing, 2020
Behavior Based Dynamic Summarization on Product Aspects via Reinforcement Neighbour Selection.
Proceedings of the ECAI 2020 - 24th European Conference on Artificial Intelligence, 29 August-8 September 2020, Santiago de Compostela, Spain, August 29 - September 8, 2020, 2020
Community-based data integration of course and job data in support of personalized career-education recommendations.
Proceedings of the Information for a Sustainable World: Addressing Society's Grand Challenges, 2020
Proceedings of the Information for a Sustainable World: Addressing Society's Grand Challenges, 2020
Proceedings of the Information for a Sustainable World: Addressing Society's Grand Challenges, 2020
Camouflaged Chinese Spam Content Detection with Semi-supervised Generative Active Learning.
Proceedings of the 58th Annual Meeting of the Association for Computational Linguistics, 2020
Proceedings of the AAAI 2020 Spring Symposium on Combining Machine Learning and Knowledge Engineering in Practice, 2020
Masking Orchestration: Multi-Task Pretraining for Multi-Role Dialogue Representation Learning.
Proceedings of the Thirty-Fourth AAAI Conference on Artificial Intelligence, 2020
Sentiment Classification in Customer Service Dialogue with Topic-Aware Multi-Task Learning.
Proceedings of the Thirty-Fourth AAAI Conference on Artificial Intelligence, 2020
Proceedings of the Thirty-Fourth AAAI Conference on Artificial Intelligence, 2020
2019
AMAD: Adversarial Multiscale Anomaly Detection on High-Dimensional and Time-Evolving Categorical Data.
CoRR, 2019
edge2vec: Representation learning using edge semantics for biomedical knowledge discovery.
BMC Bioinform., 2019
Review Response Generation in E-Commerce Platforms with External Product Information.
Proceedings of the World Wide Web Conference, 2019
Quality-Sensitive Training! Social Advertisement Generation by Leveraging User Click Behavior.
Proceedings of the World Wide Web Conference, 2019
Proceedings of the World Wide Web Conference, 2019
Legal Intelligence for E-commerce: Multi-task Learning by Leveraging Multiview Dispute Representation.
Proceedings of the 42nd International ACM SIGIR Conference on Research and Development in Information Retrieval, 2019
Finding Camouflaged Needle in a Haystack?: Pornographic Products Detection via Berrypicking Tree Model.
Proceedings of the 42nd International ACM SIGIR Conference on Research and Development in Information Retrieval, 2019
Cold-Start Aware Deep Memory Network for Multi-Entity Aspect-Based Sentiment Analysis.
Proceedings of the Twenty-Eighth International Joint Conference on Artificial Intelligence, 2019
Proceedings of the Genetic and Evolutionary Computation Conference, 2019
Human-Like Decision Making: Document-level Aspect Sentiment Classification via Hierarchical Reinforcement Learning.
Proceedings of the 2019 Conference on Empirical Methods in Natural Language Processing and the 9th International Joint Conference on Natural Language Processing, 2019
Using Customer Service Dialogues for Satisfaction Analysis with Context-Assisted Multiple Instance Learning.
Proceedings of the 2019 Conference on Empirical Methods in Natural Language Processing and the 9th International Joint Conference on Natural Language Processing, 2019
Uncover Sexual Harassment Patterns from Personal Stories by Joint Key Element Extraction and Categorization.
Proceedings of the 2019 Conference on Empirical Methods in Natural Language Processing and the 9th International Joint Conference on Natural Language Processing, 2019
Detect Camouflaged Spam Content via StoneSkipping: Graph and Text Joint Embedding for Chinese Character Variation Representation.
Proceedings of the 2019 Conference on Empirical Methods in Natural Language Processing and the 9th International Joint Conference on Natural Language Processing, 2019
Proceedings of the 28th ACM International Conference on Information and Knowledge Management, 2019
Cross-domain Aspect Category Transfer and Detection via Traceable Heterogeneous Graph Representation Learning.
Proceedings of the 28th ACM International Conference on Information and Knowledge Management, 2019
Legal Summarization for Multi-role Debate Dialogue via Controversy Focus Mining and Multi-task Learning.
Proceedings of the 28th ACM International Conference on Information and Knowledge Management, 2019
Aspect Sentiment Classification Towards Question-Answering with Reinforced Bidirectional Attention Network.
Proceedings of the 57th Conference of the Association for Computational Linguistics, 2019
2018
Cross-language Citation Recommendation via Hierarchical Representation Learning on Heterogeneous Graph.
Proceedings of the 41st International ACM SIGIR Conference on Research & Development in Information Retrieval, 2018
Cross-language Citation Recommendation via Publication Content and Citation Representation Fusion.
Proceedings of the 18th ACM/IEEE on Joint Conference on Digital Libraries, 2018
Proceedings of the 2018 Conference on Empirical Methods in Natural Language Processing, Brussels, Belgium, October 31, 2018
Sentiment Classification towards Question-Answering with Hierarchical Matching Network.
Proceedings of the 2018 Conference on Empirical Methods in Natural Language Processing, Brussels, Belgium, October 31, 2018
Proceedings of the 27th International Conference on Computational Linguistics, 2018
Proceedings of the 27th ACM International Conference on Information and Knowledge Management, 2018
Proceedings of the IEEE International Conference on Big Data (IEEE BigData 2018), 2018
Drugs and bitcoins: What role do bitcoins play in the darknet market? A preliminary study.
Proceedings of the Building & Sustaining an Ethical Future with Emerging Technology, 2018
2017
Dynamic Scholarly Collaborator Recommendation via Competitive Multi-Agent Reinforcement Learning.
Proceedings of the Eleventh ACM Conference on Recommender Systems, 2017
Proceedings of the ACM SIGIR International Conference on Theory of Information Retrieval, 2017
2016
J. Informetrics, 2016
Recovering uncaptured citations in a scholarly network: A two-step citation analysis to estimate publication importance.
J. Assoc. Inf. Sci. Technol., 2016
Proceedings of the 39th International ACM SIGIR conference on Research and Development in Information Retrieval, 2016
Proceedings of the Tenth International Conference on Web and Social Media, 2016
Comparing Community-based Information Adoption and Diffusion Across Different Microblogging Sites.
Proceedings of the 27th ACM Conference on Hypertext and Social Media, 2016
Dynamic feature generation and selection on heterogeneous graph for music recommendation.
Proceedings of the 2016 IEEE International Conference on Big Data (IEEE BigData 2016), 2016
2015
Proceedings of the First International Workshop on Graph Search and Beyond, 2015
Proceedings of the 38th International ACM SIGIR Conference on Research and Development in Information Retrieval, 2015
Proceedings of the 38th International ACM SIGIR Conference on Research and Development in Information Retrieval, 2015
WikiMirs 3.0: A Hybrid MIR System Based on the Context, Structure and Importance of Formulae in a Document.
Proceedings of the 15th ACM/IEEE-CE Joint Conference on Digital Libraries, 2015
Proceedings of the 24th ACM International Conference on Information and Knowledge Management, 2015
Proceedings of the Information Science with Impact: Research in and for the Community, 2015
Proceedings of the Information Science with Impact: Research in and for the Community, 2015
Proceedings of the Information Science with Impact: Research in and for the Community, 2015
2014
An interactive metadata model for structural, descriptive, and referential representation of scholarly output.
J. Assoc. Inf. Sci. Technol., 2014
J. Assoc. Inf. Sci. Technol., 2014
Open educational resource based information understanding via pdf document interaction.
Proceedings of the ACM Web Science Conference, 2014
Proceedings of the 37th International ACM SIGIR Conference on Research and Development in Information Retrieval, 2014
Full-text based context-rich heterogeneous network mining approach for citation recommendation.
Proceedings of the IEEE/ACM Joint Conference on Digital Libraries, 2014
Proceedings of the 25th ACM Conference on Hypertext and Social Media, 2014
Proceedings of the 2014 International Conference on Dublin Core and Metadata Applications, 2014
Meta-Path-Based Ranking with Pseudo Relevance Feedback on Heterogeneous Graph for Citation Recommendation.
Proceedings of the 23rd ACM International Conference on Conference on Information and Knowledge Management, 2014
Proceedings of the 5th International Workshop on Web-scale Knowledge Representation Retrieval & Reasoning, 2014
Semantic Annotation with RescoredESA: Rescoring Concept Features Generated From Explicit Semantic Analysis.
Proceedings of the 7th International Workshop on Exploiting Semantic Annotations in Information Retrieval, 2014
Proceedings of the Connecting Collections, Cultures, and Communities, 2014
Proceedings of the Connecting Collections, Cultures, and Communities, 2014
Proceedings of the Connecting Collections, Cultures, and Communities, 2014
2013
The distribution of references across texts: Some implications for citation analysis.
J. Informetrics, 2013
J. Assoc. Inf. Sci. Technol., 2013
J. Assoc. Inf. Sci. Technol., 2013
J. Assoc. Inf. Sci. Technol., 2013
Generating metadata for cyberlearning resources through information retrieval and meta-search.
J. Assoc. Inf. Sci. Technol., 2013
Proceedings of the 13th ACM/IEEE-CS Joint Conference on Digital Libraries, 2013
Proceedings of the 13th ACM/IEEE-CS Joint Conference on Digital Libraries, 2013
Recovering missing citations in a scholarly network: a 2-step citation analysis to estimate publication importance.
Proceedings of the 13th ACM/IEEE-CS Joint Conference on Digital Libraries, 2013
Workshop summary for the 2013 international workshop on mining unstructured big data using natural language processing.
Proceedings of the 22nd ACM International Conference on Information and Knowledge Management, 2013
2013 international workshop on computational scientometrics: theory and applications.
Proceedings of the 22nd ACM International Conference on Information and Knowledge Management, 2013
Mirroring the real world in social media: twitter, geolocation, and sentiment analysis.
Proceedings of the 2013 international workshop on Mining unstructured big data using natural language processing, 2013
2012
Proceedings of the 21st World Wide Web Conference, 2012
WikiQuery - An Interactive Collaboration Interface for Creating, Storing and Sharing Effective CNF Queries.
Proceedings of the SIGIR 2012 Workshop on Open Source Information Retrieval, 2012
Proceedings of the 12th ACM/IEEE-CS Joint Conference on Digital Libraries, 2012
Scientific cyberlearning resources referential metadata creation via information retrieval.
Proceedings of the 12th ACM/IEEE-CS Joint Conference on Digital Libraries, 2012
Generalized representation and mapping for social-ecological data: Freeing data from the database.
Proceedings of the 8th IEEE International Conference on E-Science, 2012
Full-text citation analysis: enhancing bibliometric and scientific publication ranking.
Proceedings of the 21st ACM International Conference on Information and Knowledge Management, 2012
Proceedings of the Information, Interaction, Innovation: Celebrating the Past, Constructing the Present and Creating the Future, 2012
Proceedings of the Information, Interaction, Innovation: Celebrating the Past, Constructing the Present and Creating the Future, 2012
Proceedings of the Information Retrieval Technology, 2012
2011
Predicting popularity of online distributed applications: iTunes app store case analysis.
Proceedings of the iConference 2011, 2011
Proceedings of the Bridging the Gulf: Communication and Information in Society, Technology, and Work, 2011
Proceedings of the Bridging the Gulf: Communication and Information in Society, Technology, and Work, 2011
2010
Proceedings of the 2010 International Conference on Dublin Core and Metadata Applications, 2010
Proceedings of the Navigating Streams in an Information Ecosystem, 2010
2009
Proceedings of the 32nd Annual International ACM SIGIR Conference on Research and Development in Information Retrieval, 2009
Proceedings of the 2009 International Conference on Dublin Core and Metadata Applications, 2009
Proceedings of the 18th ACM Conference on Information and Knowledge Management, 2009
Proceedings of the Thriving on Diversity: Information Opportunities in a Pluralistic World, 2009
2008
Semantic Relation Extraction from Socially-Generated Tags: A Methodology for Metadata Generation.
Proceedings of the 2008 International Conference on Dublin Core and Metadata Applications, 2008
Automatic semantic mapping between query terms and controlled vocabulary through using WordNet and Wikipedia.
Proceedings of the People Transforming Information - Information Transforming People, 2008
2007
Re-examining IT Enabled Change with a New Model of the Information Field: The Tiger Creek Case.
Proceedings of the 40th Hawaii International International Conference on Systems Science (HICSS-40 2007), 2007