Faculty of Science

Filter
Conference contribution

Search results

  • 2020

    Iterative dynamic generic learning for single sample face recognition with a contaminated gallery

    Pang, M., Cheung, Y. M., Shi, Q. & Li, M., Jul 2020, 2020 IEEE International Conference on Multimedia and Expo, ICME 2020. IEEE Computer Society, 6 p. 9102792. (Proceedings - IEEE International Conference on Multimedia and Expo; vol. 2020-July).

    Research output: Chapter in book/report/conference proceeding › Conference contribution › peer-review

    Open Access
    1 Citation (Scopus)

  • Joint Access Point Placement and Power-Channel-Resource-Unit Assignment for 802.11ax-Based Dense WiFi with QoS Requirements

    Qiu, S., Chu, X., Leung, Y. W. & Yin Ng, J. K., Jul 2020, INFOCOM 2020 - IEEE Conference on Computer Communications. IEEE, p. 2569-2578 10 p. 9155490. (Proceedings - IEEE INFOCOM; vol. 2020-July).

    Research output: Chapter in book/report/conference proceeding › Conference contribution › peer-review

    Open Access
    9 Citations (Scopus)

  • Layer-wise adaptive gradient sparsification for distributed deep learning with convergence guarantees

    Shi, S., Tang, Z., Wang, Q., Zhao, K. & Chu, X., 24 Aug 2020, ECAI 2020 - 24th European Conference on Artificial Intelligence, including 10th Conference on Prestigious Applications of Artificial Intelligence, PAIS 2020 - Proceedings. De Giacomo, G., Catala, A., Dilkina, B., Milano, M., Barro, S., Bugarin, A. & Lang, J. (eds.). IOS Press BV, p. 1467-1474 8 p. (Frontiers in Artificial Intelligence and Applications; vol. 325).

    Research output: Chapter in book/report/conference proceeding › Conference contribution › peer-review

    Open Access
    4 Citations (Scopus)

  • Learning Discriminative Joint Embeddings for Efficient Face and Voice Association

    Wang, R., Liu, X., Cheung, Y. M., Cheng, K., Wang, N. & Fan, W., 25 Jul 2020, SIGIR 2020 - Proceedings of the 43rd International ACM SIGIR Conference on Research and Development in Information Retrieval. Association for Computing Machinery (ACM), p. 1881-1884 4 p. (SIGIR 2020 - Proceedings of the 43rd International ACM SIGIR Conference on Research and Development in Information Retrieval).

    Research output: Chapter in book/report/conference proceeding › Conference contribution › peer-review

    5 Citations (Scopus)

  • Learning with multiple complementary labels

    Feng, L., Kaneko, T., Han, B., Niu, G., An, B. & Sugiyama, M., Jul 2020, Proceedings of the 37th International Conference on Machine Learning, ICML 2020. Daumé III, H. & Singh, A. (eds.). ML Research Press, p. 3053-3062 10 p. (Proceedings of Machine Learning Research; vol. 119).

    Research output: Chapter in book/report/conference proceeding › Conference contribution › peer-review

    Open Access
    15 Citations (Scopus)

  • Light Field Super-resolution via Attention-Guided Fusion of Hybrid Lenses

    Jin, J., Hou, J., Chen, J., Kwong, S. & Yu, J., 12 Oct 2020, MM '20: Proceedings of the 28th ACM International Conference on Multimedia. Association for Computing Machinery (ACM), p. 193-201 9 p. (Proceedings of ACM International Conference on Multimedia).

    Research output: Chapter in book/report/conference proceeding › Conference contribution › peer-review

    11 Citations (Scopus)

  • LogPar: Logistic PARAFAC2 Factorization for Temporal Binary Data with Missing Values

    Yin, K., Afshar, A., Ho, J. C., CHEUNG, K. W., Zhang, C. & Sun, J., 23 Aug 2020, KDD 2020 - Proceedings of the 26th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining. Association for Computing Machinery (ACM), p. 1625-1635 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 › peer-review

    Open Access
    12 Citations (Scopus)

  • LSH-based collaborative recommendation method with privacy-preservation

    Xu, J., Li, X., Wang, H., Dai, H. N. & Meng, S., Oct 2020, Proceedings - 2020 IEEE 13th International Conference on Cloud Computing, CLOUD 2020. IEEE, p. 566-573 8 p. (IEEE International Conference on Cloud Computing, CLOUD; vol. 2020-October).

    Research output: Chapter in book/report/conference proceeding › Conference contribution › peer-review

    1 Citation (Scopus)

  • Maintaining Acyclic Foreign-Key Joins under Updates

    Wang, Q. & Yi, K., 11 Jun 2020, SIGMOD 2020 - Proceedings of the 2020 ACM SIGMOD International Conference on Management of Data. Association for Computing Machinery (ACM), p. 1225-1239 15 p. (Proceedings of the ACM SIGMOD International Conference on Management of Data).

    Research output: Chapter in book/report/conference proceeding › Conference contribution › peer-review

    6 Citations (Scopus)

  • Mean field theory for deep dropout networks: Digging up gradient backpropagation deeply

    Huang, W., Xu, R. Y. D., Du, W., Zeng, Y. & Zhao, Y., 24 Aug 2020, ECAI 2020 - 24th European Conference on Artificial Intelligence, including 10th Conference on Prestigious Applications of Artificial Intelligence, PAIS 2020 - Proceedings. De Giacomo, G., Catala, A., Dilkina, B., Milano, M., Barro, S., Bugarin, A. & Lang, J. (eds.). IOS Press BV, p. 1215-1222 8 p. (Frontiers in Artificial Intelligence and Applications; vol. 325).

    Research output: Chapter in book/report/conference proceeding › Conference contribution › peer-review

    Open Access
    1 Citation (Scopus)

  • Measurement and Analysis of the Bitcoin Networks: A View from Mining Pools

    Wang, C., CHU, X. & Qin, Y., Jul 2020, Proceedings - 2020 6th International Conference on Big Data Computing and Communications, BigCom 2020. IEEE, p. 180-188 9 p. 9160462. (Proceedings - 2020 6th International Conference on Big Data Computing and Communications, BigCom 2020).

    Research output: Chapter in book/report/conference proceeding › Conference contribution › peer-review

    Open Access
    13 Citations (Scopus)

  • Mesoscale Anisotropically-Connected Learning

    Tan, Q., LIU, Y. & LIU, J., 17 Sept 2020, Foundations of Intelligent Systems - 25th International Symposium, ISMIS 2020, Proceedings. Helic, D., Stettinger, M., Felfernig, A., Leitner, G. & Ras, Z. W. (eds.). Springer Science and Business Media Deutschland GmbH, p. 171-180 10 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 12117 LNAI).

    Research output: Chapter in book/report/conference proceeding › Conference contribution › peer-review

    Open Access

  • Metric-Guided Multi-task Learning

    Ren, J., LIU, Y. & LIU, J., 17 Sept 2020, Foundations of Intelligent Systems - 25th International Symposium, ISMIS 2020, Proceedings. Helic, D., Stettinger, M., Felfernig, A., Leitner, G. & Ras, Z. W. (eds.). Springer Science and Business Media Deutschland GmbH, p. 21-31 11 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 12117 LNAI).

    Research output: Chapter in book/report/conference proceeding › Conference contribution › peer-review

    Open Access

  • Multi-Fingerprint for Wireless Localization in Time-Varying Indoor Environment

    Yu, L., Leung, Y. W., Chu, X. & Ng, J. K. Y., Dec 2020, 2020 IEEE Global Communications Conference, GLOBECOM 2020 - Proceedings. IEEE, 9348052. (2020 IEEE Global Communications Conference, GLOBECOM 2020 - Proceedings; vol. 2020-January).

    Research output: Chapter in book/report/conference proceeding › Conference contribution › peer-review

    Open Access
    2 Citations (Scopus)

  • Multi-objective Discrete Moth-Flame Optimization for Complex Network Clustering

    Liu, X., Zhang, F., Li, X., Gao, C. & LIU, J., 17 Sept 2020, Foundations of Intelligent Systems - 25th International Symposium, ISMIS 2020, Proceedings. Helic, D., Stettinger, M., Felfernig, A., Leitner, G. & Ras, Z. W. (eds.). Springer Science and Business Media Deutschland GmbH, p. 372-382 11 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 12117 LNAI).

    Research output: Chapter in book/report/conference proceeding › Conference contribution › peer-review

    Open Access
    2 Citations (Scopus)

  • Open-Set Adversarial Defense

    Shao, R., Perera, P., YUEN, P. C. & Patel, V. M., 19 Nov 2020, Computer Vision – ECCV 2020: 16th European Conference, Glasgow, UK, August 23–28, 2020, Proceedings, Part XVII. Vedaldi, A., Bischof, H., Brox, T. & Frahm, J-M. (eds.). 1st ed. Springer Science and Business Media Deutschland GmbH, p. 682-698 17 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 12362 LNCS).

    Research output: Chapter in book/report/conference proceeding › Conference contribution › peer-review

    Open Access
    4 Citations (Scopus)

  • Optimized Schwarz-based Nonlinear Preconditioning for Elliptic PDEs

    Gu, Y. & KWOK, W. H. F., 25 Oct 2020, Domain Decomposition Methods in Science and Engineering XXV. Haynes, R., MacLachlan, S., Cai, X-C., Halpern, L., Kim, H. H., Klawonn, A. & Widlund, O. (eds.). 1st ed. Springer Science and Business Media Deutschland GmbH, p. 260-267 8 p. (Lecture Notes in Computational Science and Engineering; vol. 138).

    Research output: Chapter in book/report/conference proceeding › Conference contribution › peer-review

    Open Access
    1 Citation (Scopus)

  • Optimizing batched winograd convolution on GPUs

    Yan, D., Wang, W. & Chu, X., 19 Feb 2020, PPoPP 2020 - Proceedings of the 2020 25th ACM SIGPLAN Symposium on Principles and Practice of Parallel Programming. Association for Computing Machinery (ACM), p. 32-44 13 p. (Proceedings of the ACM SIGPLAN Symposium on Principles and Practice of Parallel Programming, PPOPP).

    Research output: Chapter in book/report/conference proceeding › Conference contribution › peer-review

    Open Access
    29 Citations (Scopus)

  • Optimizing knowledge graphs through voting-based user feedback

    Yang, R., Lin, X., XU, J., Yang, Y. & He, L., Apr 2020, Proceedings - 2020 IEEE 36th International Conference on Data Engineering, ICDE 2020. IEEE Computer Society, p. 421-432 12 p. 9101467. (Proceedings - International Conference on Data Engineering; vol. 2020-April).

    Research output: Chapter in book/report/conference proceeding › Conference contribution › peer-review

    Open Access
    1 Citation (Scopus)

  • Part-dependent Label Noise: Towards Instance-dependent Label Noise

    Xia, X., Liu, T., Han, B., Wang, N., Gong, M., Liu, H., Niu, G., Tao, D. & Sugiyama, M., 6 Dec 2020, 34th Conference on Neural Information Processing Systems (NeurIPS 2020). Larochelle, H., Ranzato, M., Hadsell, R., Balcan, M. F. & Lin, H. (eds.). Neural Information Processing Systems Foundation, Vol. 10. p. 7597–7610 14 p. (Advances in Neural Information Processing Systems; vol. 33)(NeurIPS Proceedings).

    Research output: Chapter in book/report/conference proceeding › Conference contribution › peer-review

    Open Access
    61 Citations (Scopus)

  • Performance characterization and bottleneck analysis of hyperledger fabric

    Wang, C. & CHU, X., Nov 2020, Proceedings - 2020 IEEE 40th International Conference on Distributed Computing Systems, ICDCS 2020. IEEE, p. 1281-1286 6 p. 9355625. (Proceedings - International Conference on Distributed Computing Systems; vol. 2020-November).

    Research output: Chapter in book/report/conference proceeding › Conference contribution › peer-review

    Open Access
    14 Citations (Scopus)

  • PPKWS: An efficient framework for keyword search on public-private networks

    Jiang, J., Huang, X., Choi, K. K., Xu, J., Bhowmick, S. S. & Xu, L., Apr 2020, Proceedings - 2020 IEEE 36th International Conference on Data Engineering, ICDE 2020. IEEE Computer Society, p. 457-468 12 p. 9101546. (Proceedings - International Conference on Data Engineering; vol. 2020-April).

    Research output: Chapter in book/report/conference proceeding › Conference contribution › peer-review

    Open Access
    3 Citations (Scopus)

  • Predicting User Intents and Satisfaction with Dialogue-based Conversational Recommendations

    Cai, W. & Chen, L., 7 Jul 2020, UMAP 2020 - Proceedings of the 28th ACM Conference on User Modeling, Adaptation and Personalization. Association for Computing Machinery (ACM), p. 33-42 10 p. (UMAP 2020 - Proceedings of the 28th ACM Conference on User Modeling, Adaptation and Personalization).

    Research output: Chapter in book/report/conference proceeding › Conference contribution › peer-review

    25 Citations (Scopus)

  • Preface

    U, L. H., Yang, J., Cai, Y., Karlapalem, K., Liu, A. & Huang, X., 6 Feb 2020, Web Information Systems Engineering: WISE 2019 Workshop, Demo, and Tutorial, Hong Kong and Macau, China, January 19–22, 2020, Revised Selected Papers. U, L. H., Yang, J., Cai, Y., Karlapalem, K., Liu, A. & Huang, X. (eds.). 1st ed. 9789811532801: Springer Singapore, p. v 1 p. (Communications in Computer and Information Science; vol. 1155).

    Research output: Chapter in book/report/conference proceeding › Conference contribution

  • Preface

    Chu, X., Jiang, H., Li, B., Wang, D. & Wang, W., 14 Jan 2020, Quality, Reliability, Security and Robustness in Heterogeneous Systems: 15th EAI International Conference, QShine 2019, Shenzhen, China, November 22–23, 2019, Proceedings. Chu, X., Jiang, H., Li, B., Wang, D. & Wang, W. (eds.). 1st ed. Springer Cham, p. vi 1 p. ( Lecture Notes of the Institute for Computer Sciences, Social Informatics and Telecommunications Engineering; vol. 300).

    Research output: Chapter in book/report/conference proceeding › Conference contribution

  • Provably consistent partial-label learning

    Feng, L., Lv, J., Han, B., Xu, M., Niu, G., Geng, X., An, B. & Sugiyama, M., 6 Dec 2020, 34th Conference on Neural Information Processing Systems (NeurIPS 2020). Larochelle, H., Ranzato, M., Hadsell, R., Balcan, M. F. & Lin, H. (eds.). Neural Information Processing Systems Foundation, Vol. 14. p. 10948-10960 13 p. (Advances in Neural Information Processing Systems; vol. 33)(NeurIPS Proceedings).

    Research output: Chapter in book/report/conference proceeding › Conference contribution › peer-review

    Open Access
    25 Citations (Scopus)

  • QUAD: Quadratic-Bound-based Kernel Density Visualization

    Chan, T. N., Cheng, R. & Yiu, M. L., 11 Jun 2020, SIGMOD '20: Proceedings of the 2020 ACM SIGMOD International Conference on Management of Data. Association for Computing Machinery (ACM), p. 35-50 16 p. (Proceedings of the ACM SIGMOD International Conference on Management of Data).

    Research output: Chapter in book/report/conference proceeding › Conference contribution › peer-review

    14 Citations (Scopus)

  • Reversible Data Hiding in Homomorphic Encrypted Images Without Preprocessing

    Wu, H. T., CHEUNG, Y. M., Zhuang, Z. & Tang, S., 25 Jan 2020, Information Security Applications: 20th International Conference, WISA 2019, Jeju Island, South Korea, August 21–24, 2019, Revised Selected Papers. You, I. (ed.). 1st ed. Springer, p. 141-154 14 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 11897).

    Research output: Chapter in book/report/conference proceeding › Conference contribution › peer-review

    Open Access
    2 Citations (Scopus)

  • Review-guided Helpful Answer Identification in E-commerce

    Zhang, W., Lam, W., Deng, Y. & Ma, J., Apr 2020, WWW '20: Proceedings of The Web Conference 2020. Huang, Y., King, I. & Liu, T-Y. (eds.). Association for Computing Machinery (ACM), p. 2620–2626 7 p.

    Research output: Chapter in book/report/conference proceeding › Conference contribution

    12 Citations (Scopus)

  • Rogue Access Point Localization Leveraging Compressive Sensing via Kernel Optimization

    Pu, Q., Ng, J. K. Y., Deng, S. & Zhang, F., May 2020, 2020 IEEE Wireless Communications and Networking Conference, WCNC 2020 - Proceedings. IEEE, 9120503. (IEEE Wireless Communications and Networking Conference, WCNC; vol. 2020-May).

    Research output: Chapter in book/report/conference proceeding › Conference contribution › peer-review

    Open Access
    1 Citation (Scopus)

  • Searching to exploit memorization effect in learning with noisy labels

    Yao, Q., Yang, H., Han, B., Niu, G. & Kwok, J. T. Y., Jul 2020, Proceedings of the 37th International Conference on Machine Learning. Daumé III, H. & Singh, A. (eds.). International Machine Learning Society (IMLS), p. 10789-10798 10 p. (Proceedings of Machine Learning Research; vol. 119).

    Research output: Chapter in book/report/conference proceeding › Conference contribution › peer-review

    Open Access
    26 Citations (Scopus)

  • Shortest path queries for indoor venues with temporal variations

    Liu, T., Feng, Z., Li, H., Lu, H., Cheema, M. A., Cheng, H. & XU, J., Apr 2020, Proceedings - 2020 IEEE 36th International Conference on Data Engineering, ICDE 2020. IEEE Computer Society, p. 2014-2017 4 p. 9101764. (Proceedings - International Conference on Data Engineering; vol. 2020-April).

    Research output: Chapter in book/report/conference proceeding › Conference contribution › peer-review

    Open Access
    11 Citations (Scopus)

  • SIGUA: Forgetting may make learning with noisy labels more robust

    Han, B., Niu, G., Yu, X., Yao, Q., Xu, M., Tsang, I. W. & Sugiyama, M., Jul 2020, Proceedings of the 37th International Conference on Machine Learning, ICML 2020. Daumé III, H. & Singh, A. (eds.). ML Research Press, p. 3964-3974 11 p. (Proceedings of Machine Learning Research; vol. 119).

    Research output: Chapter in book/report/conference proceeding › Conference contribution › peer-review

    Open Access
    30 Citations (Scopus)

  • Sorption and desorption of organic UV filters onto microplastics in single and multi-solute systems

    LEUNG, K. S. Y., Jan 2020, Sustainable Waste Management Workshop: Microplastics in the Environment 2020. AIChE, p. 21 1 p. (Sustainable Waste Management Workshop: Microplastics in the Environment 2020).

    Research output: Chapter in book/report/conference proceeding › Conference contribution › peer-review

  • Surface consistent light field extrapolation over stratified disparity and spatial granularities

    CHEN, J., Chau, L. P. & Hou, J., Jul 2020, 2020 IEEE International Conference on Multimedia and Expo, ICME 2020. IEEE Computer Society, 9102806. (Proceedings - IEEE International Conference on Multimedia and Expo; vol. 2020-July).

    Research output: Chapter in book/report/conference proceeding › Conference contribution › peer-review

    Open Access
    1 Citation (Scopus)

  • Temporal similarity analysis of remote photoplethysmography for fast 3D mask face presentation attack detection

    Liu, S. Q., Lan, X. & Yuen, P. C., Mar 2020, Proceedings - 2020 IEEE Winter Conference on Applications of Computer Vision, WACV 2020. IEEE, p. 2597-2605 9 p. 9093337. (Proceedings - 2020 IEEE Winter Conference on Applications of Computer Vision, WACV 2020).

    Research output: Chapter in book/report/conference proceeding › Conference contribution › peer-review

    15 Citations (Scopus)

  • The Impacts of Item Features and User Characteristics on Users' Perceived Serendipity of Recommendations

    Wang, N., Chen, L. & Yang, Y., Jul 2020, UMAP '20: Proceedings of the 28th ACM Conference on User Modeling, Adaptation and Personalization. Association for Computing Machinery (ACM), p. 266-274 9 p. (Proceedings of ACM Conference on User Modeling, Adaptation and Personalization).

    Research output: Chapter in book/report/conference proceeding › Conference contribution › peer-review

    9 Citations (Scopus)

  • Top-k Graph Summarization on Hierarchical DAGs

    Zhu, X., Huang, X., CHOI, K. K. & Xu, J., 19 Oct 2020, CIKM 2020 - Proceedings of the 29th ACM International Conference on Information and Knowledge Management. Association for Computing Machinery (ACM), p. 1903-1912 10 p. (International Conference on Information and Knowledge Management, Proceedings).

    Research output: Chapter in book/report/conference proceeding › Conference contribution › peer-review

    Open Access
    2 Citations (Scopus)

  • Towards Controllable Explanation Generation for Recommender Systems via Neural Template

    Li, L., Chen, L. & Zhang, Y., 20 Apr 2020, The Web Conference 2020 - Companion of the World Wide Web Conference, WWW 2020. Association for Computing Machinery (ACM), p. 198-202 5 p. (The Web Conference 2020 - Companion of the World Wide Web Conference, WWW 2020).

    Research output: Chapter in book/report/conference proceeding › Conference contribution › peer-review

    7 Citations (Scopus)

  • Truss-based Community Search over Large Directed Graphs

    Liu, Q., Zhao, M., Huang, X., Xu, J. & Gao, Y., 14 Jun 2020, SIGMOD 2020 - Proceedings of the 2020 ACM SIGMOD International Conference on Management of Data. Association for Computing Machinery (ACM), p. 2183-2197 15 p. (Proceedings of the ACM SIGMOD International Conference on Management of Data).

    Research output: Chapter in book/report/conference proceeding › Conference contribution › peer-review

    36 Citations (Scopus)

  • VAC: Vertex-centric attributed community search

    Liu, Q., Zhu, Y., Zhao, M., HUANG, X., XU, J. & Gao, Y., Apr 2020, Proceedings - 2020 IEEE 36th International Conference on Data Engineering, ICDE 2020. IEEE Computer Society, p. 937-948 12 p. 9101813. (Proceedings - International Conference on Data Engineering; vol. 2020-April).

    Research output: Chapter in book/report/conference proceeding › Conference contribution › peer-review

    Open Access
    37 Citations (Scopus)

  • Variational imitation learning with diverse-quality demonstrations

    Tangkaratt, V., Han, B., Khan, M. E. & Sugiyama, M., Jul 2020, Proceedings of the 37th International Conference on Machine Learning, ICML 2020. Daumé III, H. & Singh, A. (eds.). ML Research Press, p. 9349-9359 11 p. (Proceedings of Machine Learning Research; vol. 119).

    Research output: Chapter in book/report/conference proceeding › Conference contribution › peer-review

    Open Access
    8 Citations (Scopus)

  • VCBIR: A verifiable search engine for content-based image retrieval

    Guo, S., Ji, Y., Zhang, C., Xu, C. & Xu, J., Apr 2020, Proceedings - 2020 IEEE 36th International Conference on Data Engineering, ICDE 2020. IEEE Computer Society, p. 1730-1733 4 p. 9101819. (Proceedings - International Conference on Data Engineering; vol. 2020-April).

    Research output: Chapter in book/report/conference proceeding › Conference contribution › peer-review

    Open Access

  • VChain: A Blockchain System Ensuring Query Integrity

    Wang, H., Xu, C., Zhang, C. & Xu, J., 14 Jun 2020, SIGMOD 2020 - Proceedings of the 2020 ACM SIGMOD International Conference on Management of Data. Association for Computing Machinery (ACM), p. 2693-2696 4 p. (Proceedings of the ACM SIGMOD International Conference on Management of Data).

    Research output: Chapter in book/report/conference proceeding › Conference contribution › peer-review

    11 Citations (Scopus)

  • Visualet: Visualizing Shapelets for Time Series Classification

    Li, G., Choi, K. K., Bhowmick, S. S., Wong, G. L. H., Chun, K. P. & Li, S., 19 Oct 2020, CIKM 2020 - Proceedings of the 29th ACM International Conference on Information and Knowledge Management. Association for Computing Machinery (ACM), p. 3429-3432 4 p. (International Conference on Information and Knowledge Management, Proceedings).

    Research output: Chapter in book/report/conference proceeding › Conference contribution › peer-review

    Open Access
    1 Citation (Scopus)

  • When Structure Meets Keywords: Cohesive Attributed Community Search

    Zhu, Y., He, J., Ye, J., Qin, L., Huang, X. & Yu, J. X., 19 Oct 2020, CIKM 2020 - Proceedings of the 29th ACM International Conference on Information and Knowledge Management. Association for Computing Machinery (ACM), p. 1913-1922 10 p. (International Conference on Information and Knowledge Management, Proceedings).

    Research output: Chapter in book/report/conference proceeding › Conference contribution › peer-review

    Open Access
    9 Citations (Scopus)
  • 2019

    Accurate and interpretable factorization machines

    LAN, L. & Geng, Y., 17 Jul 2019, 33rd AAAI Conference on Artificial Intelligence, AAAI 2019, 31st Innovative Applications of Artificial Intelligence Conference, IAAI 2019 and the 9th AAAI Symposium on Educational Advances in Artificial Intelligence, EAAI 2019. AAAI press, p. 4139-4146 8 p. (Proceedings of the AAAI Conference on Artificial Intelligence).

    Research output: Chapter in book/report/conference proceeding › Conference contribution › peer-review

    Open Access
    5 Citations (Scopus)

  • Accurate Cell Segmentation Based on Biological Morphology Features

    Cao, J., ZHAO, Z. & Yan, H., 16 Jan 2019, Proceedings - 2018 IEEE International Conference on Systems, Man, and Cybernetics, SMC 2018. IEEE, p. 3380-3383 4 p. 8616569. (Proceedings - 2018 IEEE International Conference on Systems, Man, and Cybernetics, SMC 2018).

    Research output: Chapter in book/report/conference proceeding › Conference contribution › peer-review

    1 Citation (Scopus)

  • A convergence analysis of distributed SGD with communication-efficient gradient sparsification

    Shi, S., Zhao, K., WANG, Q., Tang, Z. & CHU, X., Aug 2019, Proceedings of the 28th International Joint Conference on Artificial Intelligence, IJCAI 2019. Kraus, S. (ed.). International Joint Conferences on Artificial Intelligence, p. 3411-3417 7 p. (IJCAI International Joint Conference on Artificial Intelligence; vol. 2019-August).

    Research output: Chapter in book/report/conference proceeding › Conference contribution › peer-review

    Open Access
    35 Citations (Scopus)

  • A DAG Model of Synchronous Stochastic Gradient Descent in Distributed Deep Learning

    Shi, S., WANG, Q., CHU, X. & Li, B., 19 Feb 2019, Proceedings - 2018 IEEE 24th International Conference on Parallel and Distributed Systems, ICPADS 2018. IEEE Computer Society, p. 425-432 8 p. 8644932. (Proceedings of the International Conference on Parallel and Distributed Systems - ICPADS; vol. 2018-December).

    Research output: Chapter in book/report/conference proceeding › Conference contribution › peer-review

    10 Citations (Scopus)