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  • 2020

    Indoor top-k keyword-aware routing query

    Feng, Z., Liu, T., Li, H., Lu, H., Shou, L. & Xu, J., Apr 2020, Proceedings - 2020 IEEE 36th International Conference on Data Engineering, ICDE 2020. IEEE Computer Society, p. 1213-1224 12 p. 9101652. (Proceedings - International Conference on Data Engineering; vol. 2020-April).

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

    Open Access
    27 Citations (Scopus)

  • 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 proceeding › 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 proceeding › peer-review

    Open Access
    17 Citations (Scopus)

  • Joint Spatial-Wavelet Dual-Stream Network for Super-Resolution

    Chen, Z., Guo, X., Yang, C., Ibragimov, B. & Yuan, Y., 2 Oct 2020, Medical Image Computing and Computer Assisted Intervention – MICCAI 2020: 23rd International Conference, Lima, Peru, October 4–8, 2020, Proceedings, Part V. Martel, A. L., Abolmaesumi, P., Stoyanov, D., Mateus, D., Zuluaga, M. A., Zhou, S. K., Racoceanu, D. & Joskowicz, L. (eds.). 1st ed. Springer Cham, p. 184-193 10 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 12265).

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

    14 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 proceeding › peer-review

    Open Access
    8 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 proceeding › peer-review

    15 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 proceeding › peer-review

    Open Access
    64 Citations (Scopus)

  • Light Field Spatial Super-Resolution via Deep Combinatorial Geometry Embedding and Structural Consistency Regularization

    Jin, J., Hou, J., Chen, J. & Kwong, S., 13 Jun 2020, 2020 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR). IEEE, p. 2257-2266 10 p. (Proceedings of the IEEE Computer Society Conference on Computer Vision and Pattern Recognition).

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

    165 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 proceeding › peer-review

    24 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 proceeding › peer-review

    Open Access
    26 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 proceeding › 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 proceeding › peer-review

    6 Citations (Scopus)

  • Mean field theory for deep dropout networks: Digging up gradient backpropagation deeply: 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 proceeding › peer-review

    Open Access
    3 Citations (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 proceeding › peer-review

    Open Access
    33 Citations (Scopus)

  • Mesoscale Anisotropically-Connected Learning

    Tan, Q., Liu, Y. & Liu, J., 17 Sept 2020, Foundations of Intelligent Systems: 25th International Symposium, ISMIS 2020, Graz, Austria, September 23–25, 2020, Proceedings. Helic, D., Stettinger, M., Felfernig, A., Leitner, G. & Ras, Z. W. (eds.). 1st ed. Cham: Springer, p. 171-180 10 p. (Lecture Notes in Computer Science; vol. 12117)(ISMIS: International Symposium on Methodologies for Intelligent Systems).

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

  • Metric-Guided Multi-task Learning

    Ren, J., Liu, Y. & Liu, J., 17 Sept 2020, Foundations of Intelligent Systems: 25th International Symposium, ISMIS 2020, Graz, Austria, September 23–25, 2020, Proceedings. Helic, D., Stettinger, M., Felfernig, A., Leitner, G. & Ras, Z. W. (eds.). 1st ed. Cham: Springer, p. 21-31 11 p. (Lecture Notes in Computer Science; vol. 12117)(ISMIS: International Symposium on Methodologies for Intelligent Systems).

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

  • 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 proceeding › peer-review

    Open Access
    3 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 proceeding › peer-review

    Open Access
    3 Citations (Scopus)

  • On-chip octave-spanning supercontinuum generation in slot waveguide by dual pump with low power

    Zhou, K., Kang, Z., Li, Q. & Wai, A., Sept 2020, Frontiers in Optics 2020. Optica Publishing Group, FW1D.3. (Optics InfoBase Conference Papers)(Frontiers in Optics + Laser Science APS/DLS).

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

  • Online MIMO Wireless Network Virtualization over Time-Varying Channels with Periodic Updates

    Wang, J., Liang, B., Dong, M. & Boudreau, G., May 2020, Proceedings of 2020 IEEE 21st International Workshop on Signal Processing Advances in Wireless Communications (SPAWC). IEEE, 5 p. (Proceedings of International Workshop on Signal Processing Advances in Wireless Communications (SPAWC); vol. 2020-May).

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

    5 Citations (Scopus)

  • Online Precoding Design for Downlink MIMO Wireless Network Virtualization with Imperfect CSI

    Wang, J., Dong, M., Liang, B. & Boudreau, G., Jul 2020, INFOCOM 2020 - IEEE Conference on Computer Communications. IEEE, p. 1211-1220 10 p. (Proceedings of IEEE Conference on Computer Communications; vol. 2020-Jul).

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

    6 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 proceeding › peer-review

    Open Access
    13 Citations (Scopus)

  • Optical readout of voltage indicators using an improved targeted direct patterning concept.

    Whiteley, I., Song, C., Knöpfel, T. & Rowlands, C. J., 20 Apr 2020, Proceedings: Biophotonics Congress: Biomedical Optics 2020 (Translational, Microscopy, OCT, OTS, BRAIN). Optica Publishing Group (formerly OSA), 143378. (Optics InfoBase Conference Papers).

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

  • 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 proceeding › 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 proceeding › peer-review

    51 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 proceeding › peer-review

    Open Access
    3 Citations (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 proceeding › peer-review

    Open Access
    219 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 proceeding › peer-review

    Open Access
    43 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 proceeding › peer-review

    Open Access
    7 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 proceeding › peer-review

    51 Citations (Scopus)

  • 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 proceeding

  • Preface

    Zheng, Z., Dai, H. N., Fu, X. & Chen, B., 11 Nov 2020, Blockchain and Trustworthy Systems: Second International Conference, BlockSys 2020, Dali, China, August 6–7, 2020, Revised Selected Papers. Zheng, Z., Dai, H. N., Fu, X. & Chen, B. (eds.). 1 ed. Springer Singapore, p. vi 1 p. (Communications in Computer and Information Science; vol. 1267).

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

  • Preface

    Hung, P. C. K., Dai, H. N. & Tang, M., 24 Jan 2020, Blockchain and Trustworthy Systems: First International Conference, BlockSys 2019, Guangzhou, China, December 7–8, 2019, Proceedings. Zheng, Z., Dai, H. N., Tang, M. & Chen, X. (eds.). 1 ed. Springer Singapore, p. vi 1 p. (Communications in Computer and Information Science; vol. 1156).

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

  • 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 proceeding

  • Projection-free Online Empirical Risk Minimization with Privacy-preserving and Privacy Expiration

    Lou, J. & Cheung, Y.-M., 14 Dec 2020, Proceedings - 2020 IEEE/WIC/ACM International Joint Conference on Web Intelligence and Intelligent Agent Technology, WI-IAT 2020. He, J., Purohit, H., Huang, G., Gao, X. & Deng, K. (eds.). IEEE, p. 758-763 6 p. (Proceedings - IEEE/WIC/ACM International Joint Conference on Web Intelligence and Intelligent Agent Technology, WI-IAT).

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

  • 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 proceeding › peer-review

    Open Access
    126 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 proceeding › peer-review

    20 Citations (Scopus)

  • Regularized Fine-grained Meta Face Anti-spoofing

    Shao, R., Lan, X. & Yuen, P. C., 7 Feb 2020, AAAI 2020 - 34th AAAI Conference on Artificial Intelligence. AAAI press, p. 11974-11981 8 p. (Proceedings of the AAAI Conference on Artificial Intelligence; vol. 34, no. 7).

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

    Open Access
    160 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 proceeding › peer-review

    Open Access
    3 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 proceeding

    19 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 proceeding › peer-review

    Open Access
    2 Citations (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 proceeding › peer-review

    Open Access
    80 Citations (Scopus)

  • Self-attention-based fully-inception networks for continuous sign language recognition

    Zhou, M., Ng, M., Cai, Z. & Cheung, K. C., 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.). 1st ed. IOS Press BV, p. 2832-2839 8 p. (Frontiers in Artificial Intelligence and Applications; vol. 325).

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

    Open Access
    18 Citations (Scopus)

  • Sharper Generalization Bounds for Pairwise Learning

    Lei, Y., Ledent, A. & Kloft, M., Dec 2020, Advances in Neural Information Processing Systems 33. Larochelle, H., Ranzato, M., Hadsell, R., Balcan, M. F. & Lin, H. (eds.). Vol. 33. 11 p.

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

    Open Access
    38 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. (Proceedings - International Conference on Data Engineering; vol. 2020-April).

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

    Open Access
    18 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 proceeding › peer-review

    Open Access
    71 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 proceeding › peer-review

  • Sound Event Localization and Detection Based on Multiple DOA Beamforming and Multi-Task Learning

    Xue, W., Tong, Y., Zhang, C., Ding, G., He, X. & Zhou, B., Oct 2020, Proceedings of 21st Annual Conference of the International Speech Communication Association, INTERSPEECH 2020. International Speech Communication Association, Vol. 2020-October. p. 5091-5095 5 p. (Proceedings of the Annual Conference of the International Speech Communication Association, INTERSPEECH).

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

    Open Access
    16 Citations (Scopus)

  • 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 proceeding › 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 of 2020 IEEE Winter Conference on Applications of Computer Vision, WACV 2020. IEEE, p. 2597-2605 9 p. (Proceedings of IEEE Winter Conference on Applications of Computer Vision).

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

    26 Citations (Scopus)