Huan Liu 0001 - researchr alias

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Viewing Publication 1 - 100 from 159

2024

Contextualization Distillation from Large Language Model for Knowledge Graph CompletionDawei Li 0008, Zhen Tan, Tianlong Chen, Huan Liu 0001. eacl 2024: 458-477 [doi]

CyberQ: Generating Questions and Answers for Cybersecurity Education Using Knowledge Graph-Augmented LLMsGarima Agrawal, Kuntal Pal, Yuli Deng, Huan Liu 0001, Ying-Chih Chen. AAAI 2024: 23164-23172 [doi]

Robust Graph Meta-Learning for Weakly Supervised Few-Shot Node ClassificationKaize Ding, Jianling Wang, Jundong Li, James Caverlee, Huan Liu 0001. tkdd, 18(4), May 2024. [doi]

Sterling: Synergistic Representation Learning on Bipartite GraphsBaoyu Jing, Yuchen Yan, Kaize Ding, Chanyoung Park, Yada Zhu, Huan Liu 0001, Hanghang Tong. AAAI 2024: 12976-12984 [doi]

Exploiting Class Probabilities for Black-box Sentence-level AttacksBahman Moraffah, Huan Liu 0001. eacl 2024: 1557-1568 [doi]

Causality Guided Disentanglement for Cross-Platform Hate Speech DetectionParas Sheth, Raha Moraffah, Tharindu S. Kumarage, Aman Chadha, Huan Liu 0001. wsdm 2024: 626-635 [doi]

Sparsity-Guided Holistic Explanation for LLMs with Interpretable Inference-Time InterventionZhen Tan, Tianlong Chen, Zhenyu Zhang 0015, Huan Liu 0001. AAAI 2024: 21619-21627 [doi]

2023

Socially Responsible AI - Theories and PracticesLu Cheng 0001, Huan Liu 0001. WorldScientific, 2023. [doi]

Deep Anomaly Analytics: Advancing the Frontier of Anomaly DetectionFeng Xia 0001, Leman Akoglu, Charu Aggarwal 0001, Huan Liu 0001. expert, 38(2):32-35, March - April 2023. [doi]

Efficient and Secure Federated Learning With Verifiable Weighted Average AggregationZhen Yang 0004, Ming Zhou, Haiyang Yu 0001, Richard O. Sinnott, Huan Liu 0001. tnse, 10(1):205-222, 2023. [doi]

Auction-Based Learning for Question Answering over Knowledge GraphsGarima Agrawal, Dimitri Bertsekas, Huan Liu 0001. information, 14(6):336, 2023. [doi]

AISecKG: Knowledge Graph Dataset for Cybersecurity EducationGarima Agrawal, Kuntal Pal, Yuli Deng, Huan Liu 0001, Chitta Baral. aaaiss 2023: [doi]

Quantifying the Echo Chamber Effect: An Embedding Distance-based ApproachFaisal Alatawi, Paras Sheth, Huan Liu 0001. asunam 2023: 38-45 [doi]

ConDA: Contrastive Domain Adaptation for AI-generated Text DetectionAmrita Bhattacharjee, Tharindu Kumarage, Raha Moraffah, Huan Liu 0001. ijcnlp 2023: 598-610 [doi]

Eliciting Structural and Semantic Global Knowledge in Unsupervised Graph Contrastive LearningKaize Ding, Yancheng Wang, Yingzhen Yang, Huan Liu 0001. AAAI 2023: 7378-7386 [doi]

HyperFormer: Learning Expressive Sparse Feature Representations via Hypergraph TransformerKaize Ding, Albert Jiongqian Liang, Bryan Perozzi, Ting Chen, Ruoxi Wang, Lichan Hong, Ed H. Chi, Huan Liu 0001, Derek Zhiyuan Cheng. sigir 2023: 2062-2066 [doi]

Silence Speaks Volumes: Re-weighting Techniques for Under-Represented Users in Fake News DetectionMansooreh Karami, David Mosallanezhad, Paras Sheth, Huan Liu 0001. icdm 2023: 1430-1437 [doi]

How Reliable Are AI-Generated-Text Detectors? An Assessment Framework Using Evasive Soft PromptsTharindu Kumarage, Paras Sheth, Raha Moraffah, Joshua Garland, Huan Liu 0001. emnlp 2023: 1337-1349 [doi]

J-Guard: Journalism Guided Adversarially Robust Detection of AI-generated NewsTharindu Kumarage, Amrita Bhattacharjee, Djordje Padejski, Kristy Roschke, Dan Gillmor, Scott W. Ruston, Huan Liu 0001, Joshua Garland. ijcnlp 2023: 484-497 [doi]

GOOD-D: On Unsupervised Graph Out-Of-Distribution DetectionYixin Liu, Kaize Ding, Huan Liu 0001, Shirui Pan. wsdm 2023: 339-347 [doi]

Learning Strong Graph Neural Networks with Weak InformationYixin Liu, Kaize Ding, Jianling Wang, Vincent C. S. Lee, Huan Liu 0001, Shirui Pan. kdd 2023: 1559-1571 [doi]

Inductive Linear Probing for Few-Shot Node ClassificationHirthik Mathavan, Zhen Tan, Nivedh Mudiam, Huan Liu 0001. sbp-brims 2023: 274-284 [doi]

Causal Disentanglement for Implicit Recommendations with Network InformationParas Sheth, Ruocheng Guo, Lu Cheng 0001, Huan Liu 0001, Kasim Selçuk Candan. tkdd, 17(7), 2023. [doi]

PEACE: Cross-Platform Hate Speech Detection - A Causality-Guided FrameworkParas Sheth, Tharindu Kumarage, Raha Moraffah, Aman Chadha, Huan Liu 0001. pkdd 2023: 559-575 [doi]

Towards Detecting Harmful Agendas in News ArticlesMelanie Subbiah, Amrita Bhattacharjee, Bobby Yilun Hua, Tharindu Kumarage, Huan Liu 0001, Kathleen R. McKeown. wassa 2023: 110-128 [doi]

Fairness through Aleatoric UncertaintyAnique Tahir, Lu Cheng 0001, Huan Liu 0001. CIKM 2023: 2372-2381 [doi]

CausalSE: Understanding Varied Spatial Effects with Missing Data Toward Adding New Bike-sharing StationsQianru Wang, Bin Guo 0001, Lu Cheng, Zhiwen Yu 0001, Huan Liu 0001. tkdd, 17(2), February 2023. [doi]

Learning Node Abnormality with Weak SupervisionQinghai Zhou, Kaize Ding, Huan Liu 0001, Hanghang Tong. CIKM 2023: 3584-3594 [doi]

2022

Blockchain-Based Offline Auditing for the Cloud in Vehicular NetworksHaiyang Yu 0001, Zhen Yang 0004, Shanshan Tu, Muhammad Waqas 0001, Huan Liu 0001. tnsm, 19(3):2944-2956, 2022. [doi]

Editorial: Special issue on "Learning to combat online hostile posts in regional languages during emergency situations"Tanmoy Chakraborty 0002, Kai Shu, H. Russell Bernard, Huan Liu 0001. ijon, 500:241-242, 2022. [doi]

Deep Graph Learning for Anomalous Citation DetectionJiaying Liu 0006, Feng Xia 0001, Xu Feng, Jing Ren, Huan Liu 0001. tnn, 33(6):2543-2557, 2022. [doi]

Integrating Multimodal and Longitudinal Neuroimaging Data with Multi-Source Network Representation LearningWen Zhang 0010, B. Blair Braden, Gustavo Miranda, Kai Shu, Suhang Wang, Huan Liu 0001, Yalin Wang 0001. ni, 20(2):301-316, 2022. [doi]

Collaborative Filtering With Network Representation Learning for Citation RecommendationWei Wang 0077, Tao Tang 0007, Feng Xia 0001, Zhiguo Gong, Zhikui Chen, Huan Liu 0001. tbd, 8(5):1233-1246, 2022. [doi]

Building Knowledge Graphs from Unstructured Texts: Applications and Impact Analyses in Cybersecurity EducationGarima Agrawal, Yuli Deng, Jongchan Park, Huan Liu 0001, Ying-Chih Chen. information, 13(11):526, 2022. [doi]

PPSL: Privacy-Preserving Text Classification for Split LearningWalaa Alnasser, Ghazaleh Beigi, Ahmadreza Mosallanezhad, Huan Liu 0001. icdis 2022: 160-167 [doi]

Foreword to the special issue on dis/misinformation mining from social mediaEbrahim Bagheri, Huan Liu 0001, Kai Shu, Fattane Zarrinkalam. ipm, 59(2):102851, 2022. [doi]

Text Transformations in Contrastive Self-Supervised Learning: A ReviewAmrita Bhattacharjee, Mansooreh Karami, Huan Liu 0001. IJCAI 2022: 5394-5401 [doi]

ACM WSDM 2022 reportK. Selçuk Candan, Huan Liu 0001, Leman Akoglu, Xin Luna Dong, Jiliang Tang, Andrew Tomkins. sigweb, 2022(Summer), Summer 2022. [doi]

Effects of Multi-Aspect Online Reviews with Unobserved Confounders: Estimation and ImplicationLu Cheng, Ruocheng Guo, Kasim Selçuk Candan, Huan Liu 0001. icwsm 2022: 67-78 [doi]

Debiasing Word Embeddings with Nonlinear GeometryLu Cheng, Nayoung Kim, Huan Liu 0001. COLING 2022: 1286-1298 [doi]

Estimating Causal Effects of Multi-Aspect Online Reviews with Multi-Modal ProxiesLu Cheng, Ruocheng Guo, Huan Liu 0001. wsdm 2022: 103-112 [doi]

Bias Mitigation for Toxicity Detection via Sequential DecisionsLu Cheng, Ahmadreza Mosallanezhad, Yasin N. Silva, Deborah L. Hall, Huan Liu 0001. sigir 2022: 1750-1760 [doi]

Causal Mediation Analysis with Hidden ConfoundersLu Cheng, Ruocheng Guo, Huan Liu 0001. wsdm 2022: 113-122 [doi]

Evaluation Methods and Measures for Causal Learning AlgorithmsLu Cheng, Ruocheng Guo, Raha Moraffah, Paras Sheth, K. Selçuk Candan, Huan Liu 0001. tai, 3(6):924-943, 2022. [doi]

Meta Propagation Networks for Graph Few-shot Semi-supervised LearningKaize Ding, Jianling Wang, James Caverlee, Huan Liu 0001. AAAI 2022: 6524-6531 [doi]

Toward Graph Minimally-Supervised LearningKaize Ding, Chuxu Zhang, Jie Tang, Nitesh V. Chawla, Huan Liu 0001. kdd 2022: 4782-4783 [doi]

Data Augmentation for Deep Graph Learning: A SurveyKaize Ding, Zhe Xu, Hanghang Tong, Huan Liu 0001. sigkdd, 24(2):61-77, 2022. [doi]

Cross-Domain Graph Anomaly DetectionKaize Ding, Kai Shu, Xuan Shan, Jundong Li, Huan Liu 0001. tnn, 33(6):2406-2415, 2022. [doi]

Nothing Stands Alone: Relational Fake News Detection with Hypergraph Neural NetworksUjun Jeong, Kaize Ding, Lu Cheng, Ruocheng Guo, Kai Shu, Huan Liu 0001. bigdataconf 2022: 596-605 [doi]

Classifying COVID-19 Related Meta Ads Using Discourse Representation Through a HypergraphUjun Jeong, Zeyad Alghamdi, Kaize Ding, Lu Cheng, Baoxin Li, Huan Liu 0001. sbp-brims 2022: 35-45 [doi]

"Let's Eat Grandma": Does Punctuation Matter in Sentence Representation?Mansooreh Karami, Ahmadreza Mosallanezhad, Michelle V. Mancenido, Huan Liu 0001. pkdd 2023: 588-604 [doi]

Social Bots and Their Coordination During Online Campaigns: A SurveyTuja Khaund, Baris Kirdemir, Nitin Agarwal, Huan Liu 0001, Fred Morstatter. tcss, 9(2):530-545, 2022. [doi]

Preface: The 2022 ACM SIGKDD Workshop on Causal DiscoveryThuc Duy Le, Lin Liu 0003, Emre Kiciman, Sofia Triantafyllou, Huan Liu 0001. kddcd 2022: 1-2 [doi]

Query-Efficient Target-Agnostic Black-Box AttackRaha Moraffah, Huan Liu 0001. icdm 2022: 368-377 [doi]

Exploring the Target Distribution for Surrogate-Based Black-Box AttacksRaha Moraffah, Paras Sheth, Huan Liu 0001. bigdataconf 2022: 1310-1315 [doi]

Domain Adaptive Fake News Detection via Reinforcement LearningAhmadreza Mosallanezhad, Mansooreh Karami, Kai Shu, Michelle V. Mancenido, Huan Liu 0001. WWW 2022: 3632-3640 [doi]

Characterizing multi-domain false news and underlying user effects on Chinese WeiboQiang Sheng, Juan Cao, H. Russell Bernard, Kai Shu, Jintao Li 0001, Huan Liu 0001. ipm, 59(4):102959, 2022. [doi]

STCD: A Spatio-Temporal Causal Discovery Framework for Hydrological SystemsParas Sheth, Reepal Shah, John Sabo, K. Selçuk Candan, Huan Liu 0001. bigdataconf 2022: 5578-5583 [doi]

Causal Disentanglement with Network Information for Debiased RecommendationsParas Sheth, Ruocheng Guo, Kaize Ding, Lu Cheng, K. Selçuk Candan, Huan Liu 0001. sisap 2022: 265-273 [doi]

Causal Discovery for Feature Selection in Physical Process-Based Hydrological SystemsParas Sheth, Ting Liu, Durmus Doner, Qi Deng, Yuhang Wei, Rebecca Muenich, John Sabo, K. Selçuk Candan, Huan Liu 0001. bigdataconf 2022: 5568-5577 [doi]

Distributional Shift Adaptation using Domain-Specific FeaturesAnique Tahir, Lu Cheng, Ruocheng Guo, Huan Liu 0001. bigdataconf 2022: 5593-5597 [doi]

Supervised Graph Contrastive Learning for Few-Shot Node ClassificationZhen Tan, Kaize Ding, Ruocheng Guo, Huan Liu 0001. pkdd 2023: 394-411 [doi]

Graph Few-shot Class-incremental LearningZhen Tan, Kaize Ding, Ruocheng Guo, Huan Liu 0001. wsdm 2022: 987-996 [doi]

Transductive Linear Probing: A Novel Framework for Few-Shot Node ClassificationZhen Tan, Song Wang, Kaize Ding, Jundong Li, Huan Liu 0001. log 2022: 4 [doi]

Learning Shared Mobility-Aware Knowledge for Multiple Urban Travel DemandsQianru Wang, Bin Guo 0001, Yi Ouyang 0003, Lu Cheng, Liang Wang 0017, Zhiwen Yu 0001, Huan Liu 0001. iotj, 9(9):7025-7035, 2022. [doi]

Generalized Few-Shot Node ClassificationZhe Xu, Kaize Ding, Yu-Xiong Wang, Huan Liu 0001, Hanghang Tong. icdm 2022: 608-617 [doi]

Few-Shot Learning on GraphsChuxu Zhang, Kaize Ding, Jundong Li, Xiangliang Zhang 0001, Yanfang Ye, Nitesh V. Chawla, Huan Liu 0001. IJCAI 2022: 5662-5669 [doi]

"This is Fake! Shared it by Mistake": Assessing the Intent of Fake News SpreadersXinyi Zhou, Kai Shu, Vir V. Phoha, Huan Liu 0001, Reza Zafarani. WWW 2022: 3685-3694 [doi]

2021

Guest Editorial: Scholarly Big DataFeng Xia 0001, C. Lee Giles, Huan Liu 0001, Kuansan Wang. tetc, 9(1):200-203, 2021. [doi]

Graph Learning: A SurveyFeng Xia 0001, Ke Sun 0003, Shuo Yu, Abdul Aziz, Liangtian Wan, Shirui Pan, Huan Liu 0001. tai, 2(2):109-127, 2021. [doi]

Incremental one-class collaborative filtering with co-evolving side networksChen Chen 0022, Yinglong Xia, Hui Zang, Jundong Li, Huan Liu 0001, Hanghang Tong. kais, 63(1):105-124, 2021. [doi]

Privacy Preserving Text Representation Learning Using BERTWalaa Alnasser, Ghazaleh Beigi, Huan Liu 0001. sbp-brims 2021: 91-100 [doi]

Causal Learning for Socially Responsible AILu Cheng, Ahmadreza Mosallanezhad, Paras Sheth, Huan Liu 0001. IJCAI 2021: 4374-4381 [doi]

Causal Understanding of Fake News Dissemination on Social MediaLu Cheng, Ruocheng Guo, Kai Shu, Huan Liu 0001. kdd 2021: 148-157 [doi]

Long-Term Effect Estimation with Surrogate RepresentationLu Cheng, Ruocheng Guo, Huan Liu 0001. wsdm 2021: 274-282 [doi]

Mitigating Bias in Session-based Cyberbullying Detection: A Non-Compromising ApproachLu Cheng, Ahmadreza Mosallanezhad, Yasin N. Silva, Deborah L. Hall, Huan Liu 0001. acl 2021: 2158-2168 [doi]

Modeling Temporal Patterns of Cyberbullying Detection with Hierarchical Attention NetworksLu Cheng, Ruocheng Guo, Yasin N. Silva, Deborah L. Hall, Huan Liu 0001. tdasci, 2(2), 2021. [doi]

Session-Based Cyberbullying Detection: Problems and ChallengesLu Cheng, Yasin N. Silva, Deborah L. Hall, Huan Liu 0001. internet, 25(2):66-72, 2021. [doi]

Socially Responsible AI Algorithms: Issues, Purposes, and ChallengesLu Cheng, Kush R. Varshney, Huan Liu 0001. jair, 71:1137-1181, 2021. [doi]

Towards Anomaly-resistant Graph Neural Networks via Reinforcement LearningKaize Ding, Xuan Shan, Huan Liu 0001. CIKM 2021: 2979-2983 [doi]

Few-shot Network Anomaly Detection via Cross-network Meta-learningKaize Ding, Qinghai Zhou, Hanghang Tong, Huan Liu 0001. WWW 2021: 2448-2456 [doi]

Learning to Selectively Learn for Weakly-supervised Paraphrase GenerationKaize Ding, Dingcheng Li, Alexander Hanbo Li, Xing Fan, Chenlei Guo, Yang Liu, Huan Liu 0001. emnlp 2021: 5930-5940 [doi]

Improving Cyberbullying Detection with User InteractionSuyu Ge, Lu Cheng, Huan Liu 0001. WWW 2021: 496-506 [doi]

Profiling Fake News Spreaders on Social Media through Psychological and Motivational FactorsMansooreh Karami, Tahora H. Nazer, Huan Liu 0001. ht 2021: 225-230 [doi]

Preface: The 2021 ACM SIGKDD Workshop on Causal DiscoveryThuc Duy Le, Jiuyong Li, Gregory Cooper, Sofia Triantafyllou, Elias Bareinboim, Huan Liu 0001, Negar Kiyavash. kdd 2921: 1-2 [doi]

Adversarial Attacks and Defenses: An Interpretation PerspectiveNinghao Liu, Mengnan Du, Ruocheng Guo, Huan Liu 0001, Xia Hu. sigkdd, 23(1):86-99, 2021. [doi]

Causal inference for time series analysis: problems, methods and evaluationRaha Moraffah, Paras Sheth, Mansooreh Karami, Anchit Bhattacharya, Qianru Wang, Anique Tahir, Adrienne Raglin, Huan Liu 0001. kais, 63(12):3041-3085, 2021. [doi]

Generating Topic-Preserving Synthetic NewsAhmadreza Mosallanezhad, Kai Shu, Huan Liu 0001. bigdataconf 2021: 490-499 [doi]

Guest Editorial: Non-IID Outlier Detection in Complex ContextsGuansong Pang, Fabrizio Angiulli, Mihai Cucuringu, Huan Liu 0001. expert, 36(3):3-4, 2021. [doi]

Detecting Fake News With Weak Social SupervisionKai Shu, Susan T. Dumais, Ahmed Hassan Awadallah, Huan Liu 0001. expert, 36(4):96-103, 2021. [doi]

To Your Surprise: Identifying Serendipitous CollaboratorsLiangtian Wan, Yuyuan Yuan, Feng Xia 0001, Huan Liu 0001. tbd, 7(3):574-589, 2021. [doi]

Efficient Continuous Big Data Integrity Checking for Decentralized StorageHaiyang Yu, Qi Hu, Zhen Yang 0004, Huan Liu 0001. tnse, 8(2):1658-1673, 2021. [doi]

2020

Privacy-Aware Recommendation with Private-Attribute Protection using Adversarial LearningGhazaleh Beigi, Ahmadreza Mosallanezhad, Ruocheng Guo, Hamidreza Alvari, Alexander Nou, Huan Liu 0001. wsdm 2020: 34-42 [doi]

Unsupervised Cyberbullying Detection via Time-Informed Gaussian Mixture ModelLu Cheng, Kai Shu, Siqi Wu, Yasin N. Silva, Deborah L. Hall, Huan Liu 0001. CIKM 2020: 185-194 [doi]

Toward A Multilingual and Multimodal Data Repository for COVID-19 DisinformationYichuan Li, Bohan Jiang, Kai Shu, Huan Liu 0001. bigdataconf 2020: 4325-4330 [doi]

Causality and Uncertainty of Information for Content UnderstandingAdrienne Raglin, Raha Moraffah, Huan Liu 0001. cogmi 2020: 109-113 [doi]

Early Detection of Fake News with Multi-source Weak Social SupervisionKai Shu, Guoqing Zheng, Yichuan Li, Subhabrata Mukherjee, Ahmed Hassan Awadallah, Scott Ruston, Huan Liu 0001. pkdd 2021: 650-666 [doi]

Joint Local and Global Sequence Modeling in Temporal Correlation Networks for Trending Topic DetectionKai Shu, Liangda Li, Suhang Wang, Yunhong Zhou, Huan Liu 0001. WebSci 2020: 335-344 [doi]

Hierarchical Propagation Networks for Fake News Detection: Investigation and ExploitationKai Shu, Deepak Mahudeswaran, Suhang Wang, Huan Liu 0001. icwsm 2020: 626-637 [doi]

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