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  • 2021

    Cross-lingual COVID-19 Fake News Detection

    Du, J., Dou, Y., Xia, C., Cui, L., Ma, J. & Yu, P. S., Dec 2021, 2021 International Conference on Data Mining Workshops (ICDMW). IEEE, p. 859-862 4 p. (International Conference on Data Mining Workshops (ICDMW)).

    Research output: Chapter in book/report/conference proceedingConference proceeding

    15 Citations (Scopus)
  • Data Assimilation in the Latent Space of a Convolutional Autoencoder

    Amendola, M., Arcucci, R., Mottet, L., Casas, C. Q., Fan, S., Pain, C., Linden, P. & Guo, Y. K., 9 Jun 2021, Computational Science – ICCS 2021: 21st International Conference, Krakow, Poland, June 16–18, 2021, Proceedings, Part V. Paszynski, M., Kranzlmüller, D., Krzhizhanovskaya, V. V., Dongarra, J. J. & Sloot, P. M. (eds.). 1st ed. Springer Cham, p. 373-386 14 p. (Lecture Notes in Computer Science; vol. 12746)(Theoretical Computer Science and General Issues)(ICCS: International Conference on Computational Science).

    Research output: Chapter in book/report/conference proceedingConference proceedingpeer-review

    4 Citations (Scopus)
  • Data Summarization with Hierarchical Taxonomy

    Zhu, X., 18 Jun 2021, SIGMOD '21: Proceedings of the 2021 International Conference on Management of Data. Association for Computing Machinery (ACM), p. 2914–2916 3 p.

    Research output: Chapter in book/report/conference proceedingConference proceedingpeer-review

  • Delay-Tolerant Constrained OCO with Application to Network Resource Allocation

    Wang, J., Liang, B., Dong, M., Boudreau, G. & Abou-Zeid, H., May 2021, IEEE INFOCOM 2021 - IEEE Conference on Computer Communications. IEEE, 10 p. (Proceedings of IEEE Conference on Computer Communications; vol. 2021-May).

    Research output: Chapter in book/report/conference proceedingConference proceedingpeer-review

    4 Citations (Scopus)
  • Designing a System for Data-driven Risk Assessment of Solar Projects

    Umair, Z., Zwetsloot, I. M., Luk, K. M. M., Shim, J. & Kostromin, D., 16 Oct 2021, IECON 2021 – 47th Annual Conference of the IEEE Industrial Electronics Society. IEEE, p. 1-6 6 p. (Annual Conference of Industrial Electronics Society - Proceedings).

    Research output: Chapter in book/report/conference proceedingConference proceedingpeer-review

    2 Citations (Scopus)
  • Device-Cloud Collaborative Learning for Recommendation

    Yao, J., Wang, F., Jia, K., Han, B., Zhou, J. & Yang, H., 14 Aug 2021, KDD '21: Proceedings of the 27th ACM SIGKDD Conference on Knowledge Discovery & Data Mining. Association for Computing Machinery (ACM), p. 3865-3874 10 p. (Proceedings of the ACM SIGKDD International Conference on Knowledge Discovery and Data Mining).

    Research output: Chapter in book/report/conference proceedingConference proceedingpeer-review

    14 Citations (Scopus)
  • Do the Rich Get Richer? Fairness Analysis for Blockchain Incentives

    Huang, Y., Tang, J., Cong, Q., Lim, A. & Xu, J., Jun 2021, SIGMOD '21: Proceedings of the 2021 International Conference on Management of Data. Association for Computing Machinery (ACM), p. 790-803 14 p. (Proceedings of the ACM SIGMOD International Conference on Management of Data).

    Research output: Chapter in book/report/conference proceedingConference proceedingpeer-review

    Open Access
    11 Citations (Scopus)
  • Ear in the Sky: Terrestrial Mobile Jamming to Prevent Aerial Eavesdropping

    Wang, Q., Liu, Y., Dai, H. N., Imran, M. & Nasser, N., Dec 2021, 2021 IEEE Global Communications Conference, GLOBECOM 2021 - Proceedings. IEEE, p. 1-6 6 p. (IEEE Global Communications Conference, GLOBECOM - Proceedings).

    Research output: Chapter in book/report/conference proceedingConference proceedingpeer-review

  • EDNet: Efficient Disparity Estimation with Cost Volume Combination and Attention-based Spatial Residual

    Zhang, S., Wang, Z., Wang, Q., Zhang, J., Wei, G. & Chu, X., Jun 2021, Proceedings - 2021 IEEE/CVF Conference on Computer Vision and Pattern Recognition, CVPR 2021. IEEE, p. 5429-5438 10 p. (Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)).

    Research output: Chapter in book/report/conference proceedingConference proceedingpeer-review

    8 Citations (Scopus)
  • Effective and scalable clustering on massive attributed graphs

    Yang, R., Shi, J., Yang, Y., Huang, K., Zhang, S. & Xiao, X., 3 Jun 2021, WWW '21: Proceedings of the Web Conference 2021. Association for Computing Machinery (ACM), p. 3675-3687 13 p. (WWW: International World Wide Web Conference).

    Research output: Chapter in book/report/conference proceedingConference proceedingpeer-review

    3 Citations (Scopus)
  • Effective low capacity status prediction for cloud systems

    Dong, H., Qin, S., Xu, Y., Qiao, B., Zhou, S., Yang, X., Luo, C., Zhao, P., Lin, Q., Zhang, H., Abuduweili, A., Ramanujan, S., Subramanian, K., Zhou, A., Rajmohan, S., Zhang, D. & Moscibroda, T., 18 Aug 2021, ESEC/FSE 2021: Proceedings of the 29th ACM Joint Meeting on European Software Engineering Conference and Symposium on the Foundations of Software Engineering. Spinellis, D., Gousios, G., Chechik, M. & Di Penta, M. (eds.). Association for Computing Machinery (ACM), p. 1236-1241 6 p. (Proceedings of ACM Joint Meeting on European Software Engineering Conference and Symposium on the Foundations of Software Engineering).

    Research output: Chapter in book/report/conference proceedingConference proceedingpeer-review

    Open Access
    1 Citation (Scopus)
  • Efficient Online Label Consistent Hashing for Large-scale Cross-modal Retrieval

    Yi, J., Liu, X., Cheung, Y., Xu, X., Fan, W. & He, Y., 5 Jul 2021, 2021 IEEE International Conference on Multimedia and Expo, ICME 2021. IEEE, p. 1-6 6 p. (Proceedings - IEEE International Conference on Multimedia and Expo (ICME)).

    Research output: Chapter in book/report/conference proceedingConference proceedingpeer-review

    14 Citations (Scopus)
  • Efficient probabilistic truss indexing on uncertain graphs

    Sun, Z., Huang, X., Xu, J. & Bonchi, F., 19 Apr 2021, WWW '21: Proceedings of the Web Conference 2021. Leskovec, J. & Grobelnik, M. (eds.). Association for Computing Machinery (ACM), p. 354-366 13 p.

    Research output: Chapter in book/report/conference proceedingConference proceedingpeer-review

    6 Citations (Scopus)
  • Efficient shapelet discovery for time series classification (extended abstract)

    Li, G., Choi, B., Xu, J., Bhowmick, S. S., Chun, K. P. & Wong, G. L. H., Apr 2021, Proceedings - 2021 IEEE 37th International Conference on Data Engineering, ICDE 2021. IEEE, p. 2336-2337 2 p. (Proceedings of IEEE International Conference on Data Engineering (ICDE); vol. 2021-April).

    Research output: Chapter in book/report/conference proceedingConference proceedingpeer-review

  • Ersatz Intelligence: Implications of Machine Learning for the Generation and Interpretation of Art and Artifacts

    Shanken, D., Alonso Trillo, R., Mouillot, F., Nelson, P., Antony, M., Au, R., Duan, M. & Mai, J., 10 Jun 2021, Art Machines 2 = 藝術儀貳: International Symposium on Machine Learning and Art 2021 Proceedings. Allen, R. W. (ed.). 1st ed. Hong Kong: School of Creative Media, City University of Hong Kong, p. 224-225 2 p.

    Research output: Chapter in book/report/conference proceedingConference proceeding

    Open Access
  • Exploiting simultaneous communications to accelerate data parallel distributed deep learning

    Shi, S., Chu, X. & Li, B., 10 May 2021, IEEE INFOCOM 2021 - IEEE Conference on Computer Communications. IEEE, p. 1-10 10 p. (Proceedings of IEEE Conference on Computer Communications; vol. 2021-May).

    Research output: Chapter in book/report/conference proceedingConference proceedingpeer-review

    15 Citations (Scopus)
  • Exploring Self-attention Mechanism of Deep Learning in Cloud Intrusion Detection

    Lu, C., Dai, H. N., Zhou, J. & Wang, H., 13 Feb 2021, Cloud Computing: 10th EAI International Conference, CloudComp 2020, Qufu, China, December 11-12, 2020, Proceedings. Qi, L., Khosravi, M. R., Xu, X., Zhang, Y. & Menon, V. G. (eds.). 1st ed. Springer Cham, p. 57-73 17 p. (Lecture Notes of the Institute for Computer Sciences, Social-Informatics and Telecommunications Engineering, LNICST; vol. 363)(CloudComp: International Conference on Cloud Computing).

    Research output: Chapter in book/report/conference proceedingConference proceedingpeer-review

    1 Citation (Scopus)
  • EXTRA: Explanation Ranking Datasets for Explainable Recommendation

    Li, L., Zhang, Y. & Chen, L., Jul 2021, SIGIR '21- Proceedings of the 44th International ACM SIGIR Conference on Research and Development in Information Retrieval. Association for Computing Machinery (ACM), p. 2463-2469 7 p.

    Research output: Chapter in book/report/conference proceedingConference proceedingpeer-review

    Open Access
    19 Citations (Scopus)
  • Facial Structure Guided GAN for Identity-preserved Face Image De-occlusion

    Cheung, Y. M., Li, M. & Zou, R., Aug 2021, ICMR '21: Proceedings of the 2021 International Conference on Multimedia Retrieval. Association for Computing Machinery (ACM), p. 46-54 9 p. (Proceedings of the International Conference on Multimedia Retrieval).

    Research output: Chapter in book/report/conference proceedingConference proceedingpeer-review

    Open Access
    3 Citations (Scopus)
  • Fast Algorithms for Surface Reconstruction from Point Cloud

    He, Y., Huska, M., Kang, S. H. & Liu, H., 26 Sept 2021, Mathematical Methods in Image Processing and Inverse Problems: IPIP 2018, Beijing, China, April 21–24. Tai, X-C., Wei, S. & Liu, H. (eds.). 1st ed. Springer Singapore, p. 61-80 20 p. (Springer Proceedings in Mathematics and Statistics; vol. 360)(IPIP: International Workshop On Image Processing and Inverse Problems).

    Research output: Chapter in book/report/conference proceedingConference proceedingpeer-review

    1 Citation (Scopus)
  • Fast Approximate All Pairwise CoSimRanks via Random Projection

    Yang, R. & Xiao, X., 2 Dec 2021, Web Information Systems Engineering – WISE 2021: 22nd International Conference on Web Information Systems Engineering, WISE 2021, Melbourne, VIC, Australia, October 26–29, 2021, Proceedings, Part I. Zhang, W., Zou, L., Maamar, Z. & Chen, L. (eds.). 1st ed. Springer Cham, p. 438-452 15 p. (Lecture Notes in Computer Science; vol. 13080)(Information Systems and Applications, incl. Internet/Web, and HCI)(WISE: International Conference on Web Information Systems Engineering).

    Research output: Chapter in book/report/conference proceedingConference proceedingpeer-review

  • Federated Test-Time Adaptive Face Presentation Attack Detection with Dual-Phase Privacy Preservation

    Shao, R., Zhang, B., Yuen, P. C. & Patel, V. M., Dec 2021, 2021 16th IEEE International Conference on Automatic Face and Gesture Recognition (FG 2021). IEEE, 8 p. 9666952

    Research output: Chapter in book/report/conference proceedingConference proceedingpeer-review

    4 Citations (Scopus)
  • Fine-grained Generalisation Analysis of Inductive Matrix Completion

    Ledent, A., Alves, R., Lei, Y. & Kloft, M., 6 Dec 2021, 35th Conference on Neural Information Processing Systems (NeurIPS 2021). Ranzato, MA., Beygelzimer, A., Dauphin, Y., Liang, P. S. & Wortman Vaughan, J. (eds.). Neural Information Processing Systems Foundation, Vol. 31. p. 25540-25552 13 p. (Advances in Neural Information Processing Systems; vol. 34)(NeurIPS Proceedings).

    Research output: Chapter in book/report/conference proceedingConference proceedingpeer-review

    Open Access
    7 Citations (Scopus)
  • Fine-grained Generalization Analysis of Structured Output Prediction

    Mustafa, W., Lei, Y., Ledent, A. & Kloft, M., Aug 2021, Proceedings of the 30th International Joint Conference on Artificial Intelligence, IJCAI 2021. Zhou, Z-H. (ed.). International Joint Conferences on Artificial Intelligence, p. 2841-2847 7 p. (IJCAI International Joint Conference on Artificial Intelligence).

    Research output: Chapter in book/report/conference proceedingConference proceedingpeer-review

    Open Access
    3 Citations (Scopus)
  • Fine-grained Generalization Analysis of Vector-valued Learning

    Wu, L., Ledent, A., Lei, Y. & Kloft, M., 18 May 2021, 35th AAAI Conference on Artificial Intelligence, AAAI 2021. Association for the Advancement of Artificial Intelligence, p. 10338-10346 9 p. (Proceedings of the AAAI Conference on Artificial Intelligence; vol. 35, no. 12).

    Research output: Chapter in book/report/conference proceedingConference proceedingpeer-review

    Open Access
    5 Citations (Scopus)
  • Focusing on Clinically Interpretable Features: Selective Attention Regularization for Liver Biopsy Image Classification

    Yin, C., Liu, S., Shao, R. & Yuen, P. C., 21 Sept 2021, Medical Image Computing and Computer Assisted Intervention – MICCAI 2021: 24th International Conference, Strasbourg, France, September 27 – October 1, 2021, Proceedings, Part V. de Bruijne, M., Cattin, P. C., Cotin, S., Padoy, N., Speidel, S., Zheng, Y. & Essert, C. (eds.). 1st ed. Springer Cham, p. 153-162 10 p. (Lecture Notes in Computer Science; vol. 12905)(Image Processing, Computer Vision, Pattern Recognition, and Graphics; vol. 12905).

    Research output: Chapter in book/report/conference proceedingConference proceedingpeer-review

    8 Citations (Scopus)
  • Fraud Detection under Multi-Sourced Extremely Noisy Annotations

    Zhang, C., Wang, Q., Liu, T., Lu, X., Hong, J., Han, B. & Gong, C., 26 Oct 2021, CIKM '21: Proceedings of the 30th ACM International Conference on Information & Knowledge Management. Association for Computing Machinery (ACM), p. 2497-2506 10 p. (Proceedings of International Conference on Information and Knowledge Management).

    Research output: Chapter in book/report/conference proceedingConference proceedingpeer-review

    Open Access
    4 Citations (Scopus)
  • Generalization Guarantee of SGD for Pairwise Learning

    Lei, Y., Liu, M. & Ying, Y., 6 Dec 2021, 35th Conference on Neural Information Processing Systems (NeurIPS 2021). Ranzato, MA., Beygelzimer, A., Dauphin, Y., Liang, P. S. & Wortman Vaughan, J. (eds.). Neural Information Processing Systems Foundation, Vol. 26. p. 21216-21228 13 p. (Advances in Neural Information Processing Systems; vol. 34)(NeurIPS Proceedings).

    Research output: Chapter in book/report/conference proceedingConference proceedingpeer-review

    Open Access
    11 Citations (Scopus)
  • Geometry-aware Instance-reweighted Adversarial Training

    Zhang, J., Zhu, J., Niu, G., Han, B., Sugiyama, M. & Kankanhalli, M., May 2021, Proceedings of Ninth International Conference on Learning Representations, ICLR 2021. International Conference on Learning Representations, p. 1-29 29 p.

    Research output: Chapter in book/report/conference proceedingConference proceedingpeer-review

    Open Access
  • Graph Edit Distance Learning via Modeling Optimum Matchings with Constraints

    Peng, Y., Choi, B. & Xu, J., Aug 2021, Proceedings of the 30th International Joint Conference on Artificial Intelligence, IJCAI 2021. Zhou, Z-H. (ed.). International Joint Conferences on Artificial Intelligence, p. 1534-1540 7 p. (IJCAI International Joint Conference on Artificial Intelligence).

    Research output: Chapter in book/report/conference proceedingConference proceedingpeer-review

    Open Access
    5 Citations (Scopus)
  • Ground-to-UAV Communication Network: Stochastic Geometry-based Performance Analysis

    Liu, Y., Dai, H. N., Imran, M. & Nasser, N., Jun 2021, ICC 2021 - IEEE International Conference on Communications, Proceedings. IEEE, p. 1-6 6 p. (IEEE International Conference on Communications).

    Research output: Chapter in book/report/conference proceedingConference proceedingpeer-review

    2 Citations (Scopus)
  • Hierarchical Information Passing Based Noise-Tolerant Hybrid Learning for Semi-Supervised Human Parsing

    Liu, Y., Zhang, S., Yang, J. & Yuen, P. C., 18 May 2021, 35th AAAI Conference on Artificial Intelligence, AAAI 2021. AAAI press, p. 2207-2215 9 p. (Proceedings of the AAAI Conference on Artificial Intelligence; vol. 35, no. 3)(AAAI-21/ IAAI-21/ EAAI-21 Proceedings).

    Research output: Chapter in book/report/conference proceedingConference proceedingpeer-review

    Open Access
    3 Citations (Scopus)
  • HiTRANS: A Hierarchical Transformer Network for Nested Named Entity Recognition

    YANG, Z., MA, J., Chen, H., Zhang, Y. & Chuang, Y., Nov 2021, Findings of the Association for Computational Linguistics: EMNLP 2021. Association for Computational Linguistics (ACL), p. 124-132 9 p.

    Research output: Chapter in book/report/conference proceedingConference proceeding

    Open Access
    7 Citations (Scopus)
  • HyperGraph Convolution Based Attributed HyperGraph Clustering

    Fanseu Kamhoua, B., Zhang, L., Ma, K., Cheng, J. S. C., Li, B. & Han, B., 26 Oct 2021, CIKM '21: Proceedings of the 30th ACM International Conference on Information & Knowledge Management. Association for Computing Machinery (ACM), p. 453-463 11 p. (Proceedings of International Conference on Information and Knowledge Management).

    Research output: Chapter in book/report/conference proceedingConference proceedingpeer-review

    Open Access
    3 Citations (Scopus)
  • Informing the Design of a News Chatbot

    Zhang, Z., Zhang, X. & Chen, L., 14 Sept 2021, Proceedings of the 21st ACM International Conference on Intelligent Virtual Agents, IVA 2021. Association for Computing Machinery (ACM), p. 224-231 8 p. (Proceedings of the ACM International Conference on Intelligent Virtual Agents).

    Research output: Chapter in book/report/conference proceedingConference proceedingpeer-review

    4 Citations (Scopus)
  • Instance-dependent Label-noise Learning under a Structural Causal Model

    Yao, Y., Liu, T., Gong, M., Han, B., Niu, G. & Zhang, K., 6 Dec 2021, 35th Conference on Neural Information Processing Systems (NeurIPS 2021). Ranzato, MA., Beygelzimer, A., Dauphin, Y., Liang, P. S. & Wortman Vaughan, J. (eds.). Neural Information Processing Systems Foundation, Vol. 6. p. 4409-4420 12 p. (Advances in Neural Information Processing Systems; vol. 34)(NeurIPS Proceedings).

    Research output: Chapter in book/report/conference proceedingConference proceedingpeer-review

    15 Citations (Scopus)
  • IRS: A Large Naturalistic Indoor Robotics Stereo Dataset to Train Deep Models for Disparity and Surface Normal Estimation

    Wang, Q., Zheng, S., Yan, Q., Deng, F., Zhao, K. & Chu, X., 9 Jul 2021, 2021 IEEE International Conference on Multimedia and Expo (ICME). IEEE, p. 1-6 6 p. 9428423. (Proceedings of IEEE International Conference on Multimedia and Expo (ICME)).

    Research output: Chapter in book/report/conference proceedingConference proceedingpeer-review

    3 Citations (Scopus)
  • Key Qualities of Conversational Recommender Systems: From Users’ Perspective

    Jin, Y., Chen, L., Cai, W. & Pu, P., 9 Nov 2021, HAI 2021 - Proceedings of the 9th International Conference on Human-Agent Interaction. Ogawa, K., Yonezawa, T., Lucas, G. M., Osawa, H., Johal, W. & Shiomi, M. (eds.). Association for Computing Machinery (ACM), p. 93-102 10 p. (Proceedings of International Conference on Human-Agent Interaction).

    Research output: Chapter in book/report/conference proceedingConference proceedingpeer-review

    Open Access
    9 Citations (Scopus)
  • Label-dependent and event-guided interpretable disease risk prediction using EHRs

    NIU, S., SONG, Y., YIN, Q., GUO, Y-K. & YANG, X., Dec 2021, 2021 IEEE International Conference on Bioinformatics and Biomedicine (BIBM). IEEE, p. 1473-1476 3 p.

    Research output: Chapter in book/report/conference proceedingConference proceedingpeer-review

    1 Citation (Scopus)
  • Label Dependent Attention Model for Disease Risk Prediction Using Multimodal Electronic Health Records

    NIU, S., YIN, Q., SONG, Y., GUO, Y-K. & YANG, X., Dec 2021, 2021 IEEE International Conference on Data Mining (ICDM). IEEE, p. 449-458 10 p. (IEEE International Conference on Data Mining (ICDM)).

    Research output: Chapter in book/report/conference proceedingConference proceedingpeer-review

    4 Citations (Scopus)
  • Landscape Forms: Machine Learning, 3D Form and Figuration (Abstract)

    Nelson, P., Alonso Trillo, R., Mouillot, F., Shanken, D., Antony, M., Au, R., Duan, M. & Mai, J., 10 Jun 2021, Art Machines 2 : International Symposium on Machine Learning and Art 2021 Proceedings. Allen, R. W. (ed.). School of Creative Media, City University of Hong Kong, p. 222-223

    Research output: Chapter in book/report/conference proceedingConference proceedingpeer-review

  • Learning Diverse-Structured Networks for Adversarial Robustness

    Du, X., Zhang, J., Han, B., Liu, T., Rong, Y., Niu, G., Huang, J. & Sugiyama, M., 18 Jul 2021, Proceedings of the 38th International Conference on Machine Learning (ICML 2021). Meila, M. & Zhang, T. (eds.). ML Research Press, p. 2880-2891 12 p. (Proceedings of Machine Learning Research; vol. 139).

    Research output: Chapter in book/report/conference proceedingConference proceedingpeer-review

    Open Access
    3 Citations (Scopus)
  • Learning with Group Noise

    Wang, Q., Yao, J., Gong, C., Liu, T., Gong, M., Yang, H. & Han, B., 18 May 2021, 35th AAAI Conference on Artificial Intelligence, AAAI 2021. AAAI press, p. 10192-10200 9 p. (Proceedings of the AAAI Conference on Artificial Intelligence; vol. 35, no. 11)(AAAI-21/ IAAI-21/ EAAI-21 Proceedings).

    Research output: Chapter in book/report/conference proceedingConference proceedingpeer-review

    Open Access
    4 Citations (Scopus)
  • LenC: A redundancy-aware length control framework for extractive summarization

    Li, S., Su, W. & Liu, J., 20 Aug 2021, 2021 4th International Conference on Pattern Recognition and Artificial Intelligence, PRAI 2021. IEEE, p. 1-7 7 p. (Proceedings of International Conference on Pattern Recognition and Artificial Intelligence).

    Research output: Chapter in book/report/conference proceedingConference proceedingpeer-review

  • Loss-induced high-speed silicon microheater

    Wei, Y., Cheng, J., Zhou, H., Huang, D., Li, F., Wai, A., Dong, J. & Zhang, X., Jul 2021, Proceedings of 2021 Opto-Electronics and Communications Conference. IEEE, JS3D.7. (Opto-Electronics and Communications Conference, OECC).

    Research output: Chapter in book/report/conference proceedingConference proceedingpeer-review

  • Maximum Mean Discrepancy Test is Aware of Adversarial Attacks

    Gao, R., Liu, F., Zhang, J., Han, B., Liu, T., Niu, G. & Sugiyama, M., 18 Jul 2021, Proceedings of the 38th International Conference on Machine Learning (ICML 2021). Meila, M. & Zhang, T. (eds.). ML Research Press, p. 3564-3575 12 p. (Proceedings of Machine Learning Research ; vol. 139).

    Research output: Chapter in book/report/conference proceedingConference proceedingpeer-review

    Open Access
    16 Citations (Scopus)
  • MaxiZone: Maximizing influence zone over geo-textual data (extended abstract)

    Liu, Q., Zhu, Z., Xu, J. & Gao, Y., Apr 2021, Proceedings - 2021 IEEE 37th International Conference on Data Engineering, ICDE 2021. IEEE Computer Society, p. 2334-2335 2 p. (Proceedings - International Conference on Data Engineering; vol. 2021-April).

    Research output: Chapter in book/report/conference proceedingConference proceedingpeer-review

  • Memory and Computation-Efficient Kernel SVM via Binary Embedding and Ternary Model Coefficients

    Lei, Z. & Lan, L., 18 May 2021, 35th AAAI Conference on Artificial Intelligence, AAAI 2021. AAAI press, p. 8316-8323 8 p. (Proceedings of the AAAI Conference on Artificial Intelligence; vol. 35, no. 9)(AAAI-21/ IAAI-21/ EAAI-21 Proceedings).

    Research output: Chapter in book/report/conference proceedingConference proceedingpeer-review

    Open Access
  • Methods and Applications of Causal Reasoning in Medical Field

    Wu, X., Li, J., Qian, Q., Liu, Y. & Guo, Y., Oct 2021, 2021 7th International Conference on Big Data and Information Analytics (BigDIA). IEEE, p. 79-86 8 p. (Proceedings of International Conference on Big Data and Information Analytics (BigDIA)).

    Research output: Chapter in book/report/conference proceedingConference proceedingpeer-review

    1 Citation (Scopus)
  • MIDAS: Towards Efficient and Effective Maintenance of Canned Patterns in Visual Graph Query Interfaces

    Huang, K., Chua, H. E., Bhowmick, S. S., Choi, B. & Zhou, S., Jun 2021, SIGMOD '21: Proceedings of the 2021 International Conference on Management of Data. Li, G. & Li, Z. (eds.). 1st ed. Association for Computing Machinery (ACM), p. 764–776 13 p. (Proceedings of the ACM SIGMOD International Conference on Management of Data).

    Research output: Chapter in book/report/conference proceedingConference proceedingpeer-review

    5 Citations (Scopus)