Center for Accelerating Operational Efficiency (CAOE)

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  • 2024

    Causality Guided Disentanglement for Cross-Platform Hate Speech Detection

    Sheth, P., Moraffah, R., Kumarage, T. S., Chadha, A. & Liu, H., Mar 4 2024, WSDM 2024 - Proceedings of the 17th ACM International Conference on Web Search and Data Mining. Association for Computing Machinery, Inc, p. 626-635 10 p. (WSDM 2024 - Proceedings of the 17th ACM International Conference on Web Search and Data Mining).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

    Open Access
    3 Scopus citations

  • MGM-AE: Self-Supervised Learning on 3D Shape Using Mesh Graph Masked Autoencoders

    Yang, Z., Ding, K., Liu, H. & Wang, Y., Jan 3 2024, Proceedings - 2024 IEEE Winter Conference on Applications of Computer Vision, WACV 2024. Institute of Electrical and Electronics Engineers Inc., p. 3291-3301 11 p. (Proceedings - 2024 IEEE Winter Conference on Applications of Computer Vision, WACV 2024).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

    1 Scopus citations
  • 2023

    A Two-tier Shared Embedding Method for Review-based Recommender Systems

    Yang, Z., Liu, J., Li, T., Wu, D., Yang, S. & Liu, H., Oct 21 2023, CIKM 2023 - Proceedings of the 32nd ACM International Conference on Information and Knowledge Management. Association for Computing Machinery, p. 2928-2938 11 p. (International Conference on Information and Knowledge Management, Proceedings).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

    Open Access

  • Contrastive Meta-Learning for Few-shot Node Classification

    Wang, S., Tan, Z., Liu, H. & Li, J., Aug 6 2023, KDD 2023 - Proceedings of the 29th ACM SIGKDD Conference on Knowledge Discovery and Data Mining. Association for Computing Machinery, p. 2386-2397 12 p. (Proceedings of the ACM SIGKDD International Conference on Knowledge Discovery and Data Mining).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

    Open Access
    7 Scopus citations

  • Eliciting Structural and Semantic Global Knowledge in Unsupervised Graph Contrastive Learning

    Ding, K., Wang, Y., Yang, Y. & Liu, H., Jun 27 2023, AAAI-23 Technical Tracks 6. Williams, B., Chen, Y. & Neville, J. (eds.). AAAI press, p. 7378-7386 9 p. (Proceedings of the 37th AAAI Conference on Artificial Intelligence, AAAI 2023; vol. 37).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

    Open Access
    14 Scopus citations

  • Fairness-Aware Clique-Preserving Spectral Clustering of Temporal Graphs

    Fu, D., Zhou, D., MacIejewski, R., Croitoru, A., Boyd, M. & He, J., Apr 30 2023, ACM Web Conference 2023 - Proceedings of the World Wide Web Conference, WWW 2023. Association for Computing Machinery, Inc, p. 3755-3765 11 p. (ACM Web Conference 2023 - Proceedings of the World Wide Web Conference, WWW 2023).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

    Open Access
    9 Scopus citations

  • Fairness through Aleatoric Uncertainty

    Tahir, A., Cheng, L. & Liu, H., Oct 21 2023, CIKM 2023 - Proceedings of the 32nd ACM International Conference on Information and Knowledge Management. Association for Computing Machinery, p. 2372-2381 10 p. (International Conference on Information and Knowledge Management, Proceedings).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

    Open Access
    3 Scopus citations

  • HyperFormer: Learning Expressive Sparse Feature Representations via Hypergraph Transformer

    Ding, K., Chen, T., Chi, E. H., Liang, A. J., Wang, R., Liu, H., Perrozi, B., Hong, L. & Cheng, D. Z., Jul 19 2023, SIGIR 2023 - Proceedings of the 46th International ACM SIGIR Conference on Research and Development in Information Retrieval. Association for Computing Machinery, Inc, p. 2062-2066 5 p. (SIGIR 2023 - Proceedings of the 46th International ACM SIGIR Conference on Research and Development in Information Retrieval).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

    Open Access
    4 Scopus citations

  • Inductive Linear Probing for Few-Shot Node Classification

    Mathavan, H., Tan, Z., Mudiam, N. & Liu, H., 2023, Social, Cultural, and Behavioral Modeling - 16th International Conference, SBP-BRiMS 2023, Proceedings. Thomson, R., Al-khateeb, S., Burger, A., Park, P. & A. Pyke, A. (eds.). Springer Science and Business Media Deutschland GmbH, p. 274-284 11 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 14161 LNCS).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  • Learning Node Abnormality with Weak Supervision

    Zhou, Q., Ding, K., Liu, H. & Tong, H., Oct 21 2023, CIKM 2023 - Proceedings of the 32nd ACM International Conference on Information and Knowledge Management. Association for Computing Machinery, p. 3584-3594 11 p. (International Conference on Information and Knowledge Management, Proceedings).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

    1 Scopus citations

  • Learning Strong Graph Neural Networks with Weak Information

    Liu, Y., Ding, K., Wang, J., Lee, V., Liu, H. & Pan, S., Aug 6 2023, KDD 2023 - Proceedings of the 29th ACM SIGKDD Conference on Knowledge Discovery and Data Mining. Association for Computing Machinery, p. 1559-1571 13 p. (Proceedings of the ACM SIGKDD International Conference on Knowledge Discovery and Data Mining).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

    Open Access
    21 Scopus citations

  • Neural Authorship Attribution: Stylometric Analysis on Large Language Models

    Kumarage, T. & Liu, H., 2023, Proceedings - 2023 International Conference on Cyber-Enabled Distributed Computing and Knowledge Discovery, CyberC 2023. Institute of Electrical and Electronics Engineers Inc., p. 51-54 4 p. (Proceedings - 2023 International Conference on Cyber-Enabled Distributed Computing and Knowledge Discovery, CyberC 2023).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

    Open Access

  • PEACE: Cross-Platform Hate Speech Detection - A Causality-Guided Framework

    Sheth, P., Kumarage, T., Moraffah, R., Chadha, A. & Liu, H., 2023, Machine Learning and Knowledge Discovery in Databases: Research Track - European Conference, ECML PKDD 2023, Proceedings. Koutra, D., Plant, C., Gomez Rodriguez, M., Baralis, E. & Bonchi, F. (eds.). Springer Science and Business Media Deutschland GmbH, p. 559-575 17 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 14169 LNAI).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

    2 Scopus citations

  • Quantifying the Echo Chamber Effect: An Embedding Distance-based Approach

    Alatawi, F., Sheth, P. & Liu, H., Nov 6 2023, Proceedings of the 2023 IEEE/ACM International Conference on Advances in Social Networks Analysis and Mining, ASONAM 2023. Aditya Prakash, B., Wang, D. & Weninger, T. (eds.). Association for Computing Machinery, Inc, p. 38-45 8 p. (Proceedings of the 2023 IEEE/ACM International Conference on Advances in Social Networks Analysis and Mining, ASONAM 2023).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

    Open Access

  • Silence Speaks Volumes: Re-weighting Techniques for Under-Represented Users in Fake News Detection

    Karami, M., Mosallanezhad, D., Sheth, P. & Liu, H., 2023, Proceedings - 23rd IEEE International Conference on Data Mining Workshops, ICDMW 2023. Wang, J., He, Y., Dinh, T. N., Grant, C., Qiu, M. & Pedrycz, W. (eds.). IEEE Computer Society, p. 1430-1437 8 p. (IEEE International Conference on Data Mining Workshops, ICDMW).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

    Open Access
    1 Scopus citations

  • Socially Responsible Machine Learning: A Causal Perspective

    Moraffah, R., Karimi, A. H., Raglin, A. & Liu, H., Aug 6 2023, KDD 2023 - Proceedings of the 29th ACM SIGKDD Conference on Knowledge Discovery and Data Mining. Association for Computing Machinery, p. 5819-5820 2 p. (Proceedings of the ACM SIGKDD International Conference on Knowledge Discovery and Data Mining).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  • STREAMS: Towards Spatio-Temporal Causal Discovery with Reinforcement Learning for Streamflow Rate Prediction

    Sheth, P., Mosallanezhad, A., Ding, K., Shah, R., Sabo, J., Liu, H. & Candan, K. S., Oct 21 2023, CIKM 2023 - Proceedings of the 32nd ACM International Conference on Information and Knowledge Management. Association for Computing Machinery, p. 4815-4821 7 p. (International Conference on Information and Knowledge Management, Proceedings).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

    3 Scopus citations

  • Supervised Graph Contrastive Learning for Few-Shot Node Classification

    Tan, Z., Ding, K., Guo, R. & Liu, H., 2023, Machine Learning and Knowledge Discovery in Databases - European Conference, ECML PKDD 2022, Proceedings. Amini, M.-R., Canu, S., Fischer, A., Guns, T., Kralj Novak, P. & Tsoumakas, G. (eds.). Springer Science and Business Media Deutschland GmbH, p. 394-411 18 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 13714 LNAI).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

    3 Scopus citations

  • Virtual Node Tuning for Few-shot Node Classification

    Tan, Z., Guo, R., Ding, K. & Liu, H., Aug 6 2023, KDD 2023 - Proceedings of the 29th ACM SIGKDD Conference on Knowledge Discovery and Data Mining. Association for Computing Machinery, p. 2177-2188 12 p. (Proceedings of the ACM SIGKDD International Conference on Knowledge Discovery and Data Mining).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

    11 Scopus citations

  • “Let’s Eat Grandma”: Does Punctuation Matter in Sentence Representation?

    Karami, M., Mosallanezhad, A., Mancenido, M. V. & Liu, H., 2023, Machine Learning and Knowledge Discovery in Databases - European Conference, ECML PKDD 2022, Proceedings. Amini, M.-R., Canu, S., Fischer, A., Guns, T., Kralj Novak, P. & Tsoumakas, G. (eds.). Springer Science and Business Media Deutschland GmbH, p. 588-604 17 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 13714 LNAI).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

    2 Scopus citations
  • 2022

    Annotating Line Charts for Addressing Deception

    Fan, A., Ma, Y., Mancenido, M. & MacIejewski, R., Apr 29 2022, CHI 2022 - Proceedings of the 2022 CHI Conference on Human Factors in Computing Systems. Association for Computing Machinery, 80. (Conference on Human Factors in Computing Systems - Proceedings).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

    Open Access
    20 Scopus citations

  • Bias Mitigation for Toxicity Detection via Sequential Decisions

    Cheng, L., Mosallanezhad, A., Silva, Y. N., Hall, D. L. & Liu, H., Jul 6 2022, SIGIR 2022 - Proceedings of the 45th International ACM SIGIR Conference on Research and Development in Information Retrieval. Association for Computing Machinery, Inc, p. 1750-1760 11 p. (SIGIR 2022 - Proceedings of the 45th International ACM SIGIR Conference on Research and Development in Information Retrieval).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

    6 Scopus citations

  • Causal Discovery for Feature Selection in Physical Process-Based Hydrological Systems

    Sheth, P., Liu, T., Doner, D., Deng, Q., Wei, Y., Muenich, R., Sabo, J., Candan, K. S. & Liu, H., 2022, Proceedings - 2022 IEEE International Conference on Big Data, Big Data 2022. Tsumoto, S., Ohsawa, Y., Chen, L., Van den Poel, D., Hu, X., Motomura, Y., Takagi, T., Wu, L., Xie, Y., Abe, A. & Raghavan, V. (eds.). Institute of Electrical and Electronics Engineers Inc., p. 5568-5577 10 p. (Proceedings - 2022 IEEE International Conference on Big Data, Big Data 2022).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

    3 Scopus citations

  • Causal Disentanglement with Network Information for Debiased Recommendations

    Sheth, P., Guo, R., Ding, K., Cheng, L., Candan, K. S. & Liu, H., 2022, Similarity Search and Applications - 15th International Conference, SISAP 2022, Proceedings. Skopal, T., Lokoč, J., Falchi, F., Sapino, M. L., Bartolini, I. & Patella, M. (eds.). Springer Science and Business Media Deutschland GmbH, p. 265-273 9 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 13590 LNCS).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

    5 Scopus citations

  • Causal mediation analysis with hidden confounders

    Cheng, L., Guo, R. & Liu, H., Feb 11 2022, WSDM 2022 - Proceedings of the 15th ACM International Conference on Web Search and Data Mining. Association for Computing Machinery, Inc, p. 113-122 10 p. (WSDM 2022 - Proceedings of the 15th ACM International Conference on Web Search and Data Mining).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

    Open Access
    5 Scopus citations

  • Classifying COVID-19 Related Meta Ads Using Discourse Representation Through a Hypergraph

    Jeong, U., Alghamdi, Z., Ding, K., Cheng, L., Li, B. & Liu, H., 2022, Social, Cultural, and Behavioral Modeling - 15th International Conference, SBP-BRiMS 2022, Proceedings. Thomson, R., Dancy, C. & Pyke, A. (eds.). Springer Science and Business Media Deutschland GmbH, p. 35-45 11 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 13558 LNCS).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

    1 Scopus citations

  • DISCO: Comprehensive and Explainable Disinformation Detection

    Fu, D., Ban, Y., Tong, H., MacIejewski, R. & He, J., Oct 17 2022, CIKM 2022 - Proceedings of the 31st ACM International Conference on Information and Knowledge Management. Association for Computing Machinery, p. 4848-4852 5 p. (International Conference on Information and Knowledge Management, Proceedings).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

    10 Scopus citations

  • Distributional Shift Adaptation using Domain-Specific Features

    Tahir, A., Cheng, L., Guo, R. & Liu, H., 2022, Proceedings - 2022 IEEE International Conference on Big Data, Big Data 2022. Tsumoto, S., Ohsawa, Y., Chen, L., Van den Poel, D., Hu, X., Motomura, Y., Takagi, T., Wu, L., Xie, Y., Abe, A. & Raghavan, V. (eds.). Institute of Electrical and Electronics Engineers Inc., p. 5593-5597 5 p. (Proceedings - 2022 IEEE International Conference on Big Data, Big Data 2022).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

    2 Scopus citations

  • Domain Adaptive Fake News Detection via Reinforcement Learning

    Mosallanezhad, A., Karami, M., Shu, K., Mancenido, M. V. & Liu, H., Apr 25 2022, WWW 2022 - Proceedings of the ACM Web Conference 2022. Association for Computing Machinery, Inc, p. 3632-3640 9 p. (WWW 2022 - Proceedings of the ACM Web Conference 2022).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

    46 Scopus citations

  • Estimating causal effects of multi-aspect online reviews with multi-modal proxies

    Cheng, L., Guo, R. & Liu, H., Feb 11 2022, WSDM 2022 - Proceedings of the 15th ACM International Conference on Web Search and Data Mining. Association for Computing Machinery, Inc, p. 103-112 10 p. (WSDM 2022 - Proceedings of the 15th ACM International Conference on Web Search and Data Mining).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

    Open Access
    3 Scopus citations

  • Exploring the Target Distribution for Surrogate-Based Black-Box Attacks

    Moraffah, R., Sheth, P. & Liu, H., 2022, Proceedings - 2022 IEEE International Conference on Big Data, Big Data 2022. Tsumoto, S., Ohsawa, Y., Chen, L., Van den Poel, D., Hu, X., Motomura, Y., Takagi, T., Wu, L., Xie, Y., Abe, A. & Raghavan, V. (eds.). Institute of Electrical and Electronics Engineers Inc., p. 1310-1315 6 p. (Proceedings - 2022 IEEE International Conference on Big Data, Big Data 2022).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  • Few-Shot Learning on Graphs

    Zhang, C., Ding, K., Li, J., Zhang, X., Ye, Y., Chawla, N. V. & Liu, H., 2022, Proceedings of the 31st International Joint Conference on Artificial Intelligence, IJCAI 2022. De Raedt, L. & De Raedt, L. (eds.). International Joint Conferences on Artificial Intelligence, p. 5662-5669 8 p. (IJCAI International Joint Conference on Artificial Intelligence).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

    10 Scopus citations

  • Generalized Few-Shot Node Classification

    Xu, Z., Ding, K., Wang, Y. X., Liu, H. & Tong, H., 2022, Proceedings - 22nd IEEE International Conference on Data Mining, ICDM 2022. Zhu, X., Ranka, S., Thai, M. T., Washio, T. & Wu, X. (eds.). Institute of Electrical and Electronics Engineers Inc., p. 608-617 10 p. (Proceedings - IEEE International Conference on Data Mining, ICDM; vol. 2022-November).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

    4 Scopus citations

  • Graph few-shot class-incremental learning

    Tan, Z., Ding, K., Guo, R. & Liu, H., Feb 11 2022, WSDM 2022 - Proceedings of the 15th ACM International Conference on Web Search and Data Mining. Association for Computing Machinery, Inc, p. 987-996 10 p. (WSDM 2022 - Proceedings of the 15th ACM International Conference on Web Search and Data Mining).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

    35 Scopus citations

  • Graph minimally-supervised learning

    Ding, K., Li, J., Chawla, N. & Liu, H., Feb 11 2022, WSDM 2022 - Proceedings of the 15th ACM International Conference on Web Search and Data Mining. Association for Computing Machinery, Inc, p. 1620-1622 3 p. (WSDM 2022 - Proceedings of the 15th ACM International Conference on Web Search and Data Mining).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

    1 Scopus citations

  • Improving Educational Standards Using Visualization Dashboards for Decision Making

    Colyar, J., Michael, K., Maciejewski, R. & Tate, L., 2022, ISTAS 2022 - IEEE International Symposium on Technology and Society 2022: Digital and Societal Transformations. Gopal, T. V., Lau, L., Chang, L. & Adamson, G. (eds.). Institute of Electrical and Electronics Engineers Inc., (International Symposium on Technology and Society, Proceedings; vol. 2022-November).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  • InfoFair: Information-Theoretic Intersectional Fairness

    Kang, J., Xie, T., Wu, X., MacIejewski, R. & Tong, H., 2022, Proceedings - 2022 IEEE International Conference on Big Data, Big Data 2022. Tsumoto, S., Ohsawa, Y., Chen, L., Van den Poel, D., Hu, X., Motomura, Y., Takagi, T., Wu, L., Xie, Y., Abe, A. & Raghavan, V. (eds.). Institute of Electrical and Electronics Engineers Inc., p. 1455-1464 10 p. (Proceedings - 2022 IEEE International Conference on Big Data, Big Data 2022).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

    11 Scopus citations

  • Meta-Learned Metrics over Multi-Evolution Temporal Graphs

    Fu, D., Fang, L., MacIejewski, R., Torvik, V. I. & He, J., Aug 14 2022, KDD 2022 - Proceedings of the 28th ACM SIGKDD Conference on Knowledge Discovery and Data Mining. Association for Computing Machinery, p. 367-377 11 p. (Proceedings of the ACM SIGKDD International Conference on Knowledge Discovery and Data Mining).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

    20 Scopus citations

  • Meta Propagation Networks for Graph Few-shot Semi-supervised Learning

    Ding, K., Wang, J., Caverlee, J. & Liu, H., Jun 30 2022, AAAI-22 Technical Tracks 6. Association for the Advancement of Artificial Intelligence, p. 6524-6531 8 p. (Proceedings of the 36th AAAI Conference on Artificial Intelligence, AAAI 2022; vol. 36).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

    Open Access
    21 Scopus citations

  • Nothing Stands Alone: Relational Fake News Detection with Hypergraph Neural Networks

    Jeong, U., Ding, K., Cheng, L., Guo, R., Shu, K. & Liu, H., 2022, Proceedings - 2022 IEEE International Conference on Big Data, Big Data 2022. Tsumoto, S., Ohsawa, Y., Chen, L., Van den Poel, D., Hu, X., Motomura, Y., Takagi, T., Wu, L., Xie, Y., Abe, A. & Raghavan, V. (eds.). Institute of Electrical and Electronics Engineers Inc., p. 596-605 10 p. (Proceedings - 2022 IEEE International Conference on Big Data, Big Data 2022).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

    Open Access
    11 Scopus citations

  • Physics-Informed Graph Learning

    Peng, C., Xia, F., Saikrishna, V. & Liu, H., 2022, Proceedings - 22nd IEEE International Conference on Data Mining Workshops, ICDMW 2022. Candan, K. S., Dinh, T. N., Thai, M. T. & Washio, T. (eds.). IEEE Computer Society, p. 732-739 8 p. (IEEE International Conference on Data Mining Workshops, ICDMW; vol. 2022-November).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

    Open Access
    4 Scopus citations

  • PPSL: Privacy-Preserving Text Classification for Split Learning

    Alnasser, W., Beigi, G., Mosallanezhad, A. & Liu, H., 2022, Proceedings - 2022 4th International Conference on Data Intelligence and Security, ICDIS 2022. Institute of Electrical and Electronics Engineers Inc., p. 160-167 8 p. (Proceedings - 2022 4th International Conference on Data Intelligence and Security, ICDIS 2022).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

    1 Scopus citations

  • Query-Efficient Target-Agnostic Black-Box Attack

    Moraffah, R. & Liu, H., 2022, Proceedings - 22nd IEEE International Conference on Data Mining, ICDM 2022. Zhu, X., Ranka, S., Thai, M. T., Washio, T. & Wu, X. (eds.). Institute of Electrical and Electronics Engineers Inc., p. 368-377 10 p. (Proceedings - IEEE International Conference on Data Mining, ICDM; vol. 2022-November).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

    1 Scopus citations

  • STCD: A Spatio-Temporal Causal Discovery Framework for Hydrological Systems

    Sheth, P., Shah, R., Sabo, J., Candan, K. S. & Liu, H., 2022, Proceedings - 2022 IEEE International Conference on Big Data, Big Data 2022. Tsumoto, S., Ohsawa, Y., Chen, L., Van den Poel, D., Hu, X., Motomura, Y., Takagi, T., Wu, L., Xie, Y., Abe, A. & Raghavan, V. (eds.). Institute of Electrical and Electronics Engineers Inc., p. 5578-5583 6 p. (Proceedings - 2022 IEEE International Conference on Big Data, Big Data 2022).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

    3 Scopus citations

  • The KDD 2022 Workshop on Causal Discovery (CD2022)

    Le, T. D., Liu, L., Kiciman, E., Triantafyllou, S. & Liu, H., Aug 14 2022, KDD 2022 - Proceedings of the 28th ACM SIGKDD Conference on Knowledge Discovery and Data Mining. Association for Computing Machinery, p. 4884-4885 2 p. (Proceedings of the ACM SIGKDD International Conference on Knowledge Discovery and Data Mining).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  • "This is Fake! Shared it by Mistake":Assessing the Intent of Fake News Spreaders

    Zhou, X., Shu, K., Phoha, V. V., Liu, H. & Zafarani, R., Apr 25 2022, WWW 2022 - Proceedings of the ACM Web Conference 2022. Association for Computing Machinery, Inc, p. 3685-3694 10 p. (WWW 2022 - Proceedings of the ACM Web Conference 2022).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

    Open Access
    14 Scopus citations

  • Top-k List Aggregation: Mathematical Formulations and Polyhedral Comparisons

    Akbari, S. & Escobedo, A. R., 2022, Combinatorial Optimization - 7th International Symposium, ISCO 2022, Revised Selected Papers. Ljubić, I., Barahona, F., Dey, S. S. & Mahjoub, A. R. (eds.). Springer Science and Business Media Deutschland GmbH, p. 51-63 13 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 13526 LNCS).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  • Toward Graph Minimally-Supervised Learning

    Ding, K., Zhang, C., Tang, J., Chawla, N. & Liu, H., Aug 14 2022, KDD 2022 - Proceedings of the 28th ACM SIGKDD Conference on Knowledge Discovery and Data Mining. Association for Computing Machinery, p. 4782-4783 2 p. (Proceedings of the ACM SIGKDD International Conference on Knowledge Discovery and Data Mining).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

    6 Scopus citations
  • 2021

    A Comparative Survey: Benchmarking for Pool-based Active Learning

    Zhan, X., Liu, H., Li, Q. & Chan, A. B., 2021, Proceedings of the 30th International Joint Conference on Artificial Intelligence, IJCAI 2021. Zhou, Z.-H. (ed.). International Joint Conferences on Artificial Intelligence, p. 4679-4686 8 p. (IJCAI International Joint Conference on Artificial Intelligence).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

    Open Access
    36 Scopus citations

  • A decision support tool for calculating waste collection needs

    Kassem, Z., Gudivada, V. S., Escobedo, A. R. & Campbell, W. F., 2021, IISE Annual Conference and Expo 2021. Ghate, A., Krishnaiyer, K. & Paynabar, K. (eds.). Institute of Industrial and Systems Engineers, IISE, p. 944-949 6 p. (IISE Annual Conference and Expo 2021).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution