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  • 2021

    A generic ontology framework for indexing keyword search on massive graphs (extended abstract)

    Jiang, J., Choi, B., Xu, J. & Bhowmick, S. S., Apr 2021, Proceedings - 2021 IEEE 37th International Conference on Data Engineering, ICDE 2021. IEEE, p. 2338-2339 2 p. (Proceedings of IEEE International Conference on Data Engineering (ICDE); vol. 2021-April).

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

  • A Multi-Stage Progressive Learning Strategy for COVID-19 Diagnosis using Chest Computed Tomography with Imbalanced Data

    Yang, Z., Hou, Y., Chen, Z., Zhang, L. & Chen, J., Jun 2021, ICASSP 2021 - 2021 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP). IEEE, p. 8578-8582 5 p. (IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP)).

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

    Open Access
    7 Citations (Scopus)
  • An ensemble deep learning framework to refine large deletions in linked-reads

    Hu, Y., Mangal, S. V., Zhang, L. & Zhou, X., 12 Dec 2021, 2021 IEEE International Conference on Bioinformatics and Biomedicine (BIBM). IEEE, p. 288-295 8 p. 9669571

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

  • A Scoring Model Assisted by Frequency for Multi-Document Summarization

    Yu, Y., Wu, M., Su, W. & CHEUNG, Y.-M., 7 Sept 2021, Artificial Neural Networks and Machine Learning – ICANN 2021: 30th International Conference on Artificial Neural Networks, Bratislava, Slovakia, September 14–17, 2021, Proceedings, Part V. Farkaš, I., Masulli, P., Otte, S. & Wermter, S. (eds.). 1st ed. Springer Cham, p. 309-320 12 p. (Lecture Notes in Computer Science; vol. 12895)(Theoretical Computer Science and General Issues ; vol. 12895)(ICANN: International Conference on Artificial Neural Networks).

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

  • A Segmentation-Assisted Model for Universal Lesion Detection with Partial Labels

    Lyu, F., Yang, B., Ma, A. J. & 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. 117–127 11 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

    4 Citations (Scopus)
  • Attention-based multi-level feature fusion for named entity recognition

    Yang, Z., Chen, H., Zhang, J., Ma, J. & Chang, Y., Jan 2021, Proceedings of the 29th International Joint Conference on Artificial Intelligence, IJCAI 2020. Bessiere, C. (ed.). International Joint Conferences on Artificial Intelligence, p. 3594-3600 7 p. (IJCAI International Joint Conference on Artificial Intelligence; vol. 2021-January).

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

    Open Access
    16 Citations (Scopus)
  • Authenticated key-value stores with hardware enclaves

    Li, K., Tang, Y., Zhang, Q., Xu, J. & Chen, J., 6 Dec 2021, Middleware 2021 - Proceedings of the 22nd International Middleware Conference: Industrial Track. Association for Computing Machinery (ACM), p. 1-8 8 p. (Proceedings of International Middleware Conference).

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

    Open Access
    5 Citations (Scopus)
  • Authenticated keyword search in scalable hybrid-storage blockchains

    Zhang, C., Xu, C., Wang, H., Xu, J. & Choi, B., Apr 2021, Proceedings - 2021 IEEE 37th International Conference on Data Engineering, ICDE 2021. IEEE, p. 996-1007 12 p. (Proceedings of IEEE International Conference on Data Engineering (ICDE); vol. 2021-April).

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

    69 Citations (Scopus)
  • Automated Model Design and Benchmarking of Deep Learning Models for COVID-19 Detection with Chest CT Scans

    He, X., Wang, S., Chu, X., Shi, S., Tang, J., Liu, X., Yan, C., Zhang, J. & Ding, G., 18 May 2021, 35th AAAI Conference on Artificial Intelligence, AAAI 2021. AAAI press, p. 4821-4829 9 p. (Proceedings of the AAAI Conference on Artificial Intelligence; vol. 35, no. 6)(AAAI-21/ IAAI-21/ EAAI-21 Proceedings).

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

    Open Access
    30 Citations (Scopus)
  • Besov function approximation and binary classification on low-dimensional manifolds using convolutional residual networks

    Liu, H., Chen, M., Zhao, T. & Liao, W., 18 Jul 2021, Proceedings of the 38th International Conference on Machine Learning (ICML 2021). Meila, M. & Zhang, T. (eds.). ML Research Press, p. 6770-6780 11 p. (Proceedings of Machine Learning Research; vol. 139).

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

    Open Access
    17 Citations (Scopus)
  • Budget-constrained Truss Maximization over Large Graphs: A Component-based Approach

    Sun, X., Huang, X., Sun, Z. & Jin, D., 26 Oct 2021, CIKM 2021 - Proceedings of the 30th ACM International Conference on Information and Knowledge Management. Association for Computing Machinery (ACM), p. 1754-1763 10 p. (International Conference on Information and Knowledge Management, Proceedings).

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

    Open Access
    6 Citations (Scopus)
  • BU-Trace: A Permissionless Mobile System for Privacy-Preserving Intelligent Contact Tracing

    Peng, Z., Huang, J., Wang, H., Wang, S., Chu, X., Zhang, X., Chen, L., Huang, X., Fu, X., Guo, Y.-K. & Xu, J., 6 Apr 2021, Database Systems for Advanced Applications: DASFAA 2021 International Workshops - BDQM, GDMA, MLDLDSA, MobiSocial and MUST, Taipei, Taiwan, April 11–14, 2021, Proceedings. Jensen, C. S., Lim, E.-P., Yang, D.-N., Lee, W.-C., Tseng, V. S., Kalogeraki, V., Huang, J.-W. & Shen, C.-Y. (eds.). Springer Cham, p. 381-397 17 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 12680 LNCS).

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

    14 Citations (Scopus)
  • Causal System Identification based Compensation for Reverberation-Robust DOA Estimation

    He, L. & Xue, W., 23 Aug 2021, 2021 29th European Signal Processing Conference (EUSIPCO). Dublin, Ireland: IEEE, p. 1885-1889 5 p. (Proceedings of European Signal Processing Conference (EUSIPCO)).

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

  • Class2Simi: A Noise Reduction Perspective on Learning with Noisy Labels

    Wu, S., Xia, X., Liu, T., Han, B., Gong, M., Wang, N., Liu, H. & Niu, G., 18 Jul 2021, Proceedings of the 38th International Conference on Machine Learning, ICML 2021. Mathematical Research Press, p. 11285-11295 11 p. (Proceedings of Machine Learning Research; vol. 139).

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

    Open Access
    40 Citations (Scopus)
  • COINet: Adaptive Segmentation with Co-Interactive Network for Autonomous Driving

    Liu, J., Guo, X., Li, B. & Yuan, Y., 27 Sept 2021, IEEE/RSJ International Conference on Intelligent Robots and Systems, IROS 2021. IEEE, p. 4800-4806 7 p. (IEEE International Conference on Intelligent Robots and Systems).

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

    5 Citations (Scopus)
  • Complex network analysis of the bitcoin blockchain network

    Tao, B., Ho, I. W. H. & Dai, H. N., May 2021, 2021 IEEE International Symposium on Circuits and Systems, ISCAS 2021 - Proceedings. IEEE, p. 1-5 5 p. (Proceedings - IEEE International Symposium on Circuits and Systems; vol. 2021-May).

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

    17 Citations (Scopus)
  • Compressing Deep Convolutional Neural Networks by Stacking Low-dimensional Binary Convolution Filters

    Lan, W. & Lan, L., 18 May 2021, 35th AAAI Conference on Artificial Intelligence, AAAI 2021. AAAI press, p. 8235-8242 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
    4 Citations (Scopus)
  • Confidence Scores Make Instance-dependent Label-noise Learning Possible

    Berthon, A., Han, B., Niu, G., Liu, T. & 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. 825-836 12 p. (Proceedings of Machine Learning Research; vol. 139).

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

    Open Access
    55 Citations (Scopus)
  • Confusable Learning for Large-Class Few-Shot Classification

    Li, B., Han, B., Wang, Z., Jiang, J. & Long, G., 25 Feb 2021, Machine Learning and Knowledge Discovery in Databases - European Conference, ECML PKDD 2020, Proceedings. Hutter, F., Kersting, K., Lijffijt, J. & Valera, I. (eds.). Springer Science and Business Media Deutschland GmbH, p. 707-723 17 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 12458 LNAI).

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

    1 Citation (Scopus)
  • Connectivity Analysis of UAV-To-Satellite Communications in Non-Terrestrial Networks

    Liu, Y., Dai, H. N. & Zhang, 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

    3 Citations (Scopus)
  • Cooperative Joint Attentive Network for Patient Outcome Prediction on Irregular Multi-Rate Multivariate Health Data

    Tan, Q., Ye, M., Wong, G. L. H. & Yuen, P. C., 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. 1586-1592 7 p. (IJCAI International Joint Conference on Artificial Intelligence).

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

    Open Access
    4 Citations (Scopus)
  • Cost-aware Graph Generation: A Deep Bayesian Optimization Approach

    Cui, J., Yang, B., Sun, B. & Liu, J., 18 May 2021, 35th AAAI Conference on Artificial Intelligence, AAAI 2021. AAAI press, p. 7142-7150 9 p. (Proceedings of the AAAI Conference on Artificial Intelligence; vol. 35, no. 8)(AAAI-21/ IAAI-21/ EAAI-21 Proceedings).

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

    Open Access
    3 Citations (Scopus)
  • Coverage Analysis of Blockchain-enabled Wireless IoMT Networks

    Li, X., Dai, H. N., Tian, J., Wan, D. & Li, D., Dec 2021, 2021 IEEE Globecom Workshops, GC Wkshps 2021 - Proceedings. IEEE, p. 1-5 5 p. (IEEE Globecom Workshops - Proceedings).

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

    1 Citation (Scopus)
  • Critiquing for Music Exploration in Conversational Recommender Systems

    Cai, W., Jin, Y. & Chen, L., 14 Apr 2021, 26th International Conference on Intelligent User Interfaces, IUI 2021. Association for Computing Machinery (ACM), p. 480-490 11 p. (International Conference on Intelligent User Interfaces, Proceedings IUI).

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

    16 Citations (Scopus)
  • Cross-Graph Attention Enhanced Multi-Modal Correlation Learning for Fine-Grained Image-Text Retrieval

    He, Y., Liu, X., Cheung, Y.-M., Peng, S.-J., Yi, J. & Fan, W., 11 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. 1865-1869 5 p.

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

    21 Citations (Scopus)
  • 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

    36 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

    9 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

    9 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

    33 Citations (Scopus)
  • Domain Generalization with MixStyle

    Zhou, K., Yang, Y., Qiao, Y. & Xiang, T., May 2021, Proceedings of Ninth International Conference on Learning Representations, ICLR 2021. International Conference on Learning Representations, p. 1-15 15 p.

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

    Open Access
    447 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
    17 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

    1 Citation (Scopus)
  • 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

    16 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

    9 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.-M., 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

    18 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

    13 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

    2 Citations (Scopus)
  • Energy-Based Open-World Uncertainty Modeling for Confidence Calibration

    Wang, Y., Li, B., Che, T., Zhou, K., Liu, Z. & Li, D., Oct 2021, Proceedings - 2021 IEEE/CVF International Conference on Computer Vision, ICCV 2021. IEEE, p. 9282-9291 10 p. (Proceedings of the IEEE International Conference on Computer Vision).

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

    42 Citations (Scopus)
  • 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

    23 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

    3 Citations (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

    27 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
    8 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

    2 Citations (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

    1 Citation (Scopus)
  • Fast Statistical Leverage Score Approximation in Kernel Ridge Regression

    Chen, Y. & Yang, Y., Apr 2021, Proceedings of The 24th International Conference on Artificial Intelligence and Statistics. Banerjee, A. & Fukumizu, K. (eds.). ML Research Press, p. 2935-2943 9 p. (Proceedings of Machine Learning Research; vol. 130).

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

    Open Access
    8 Citations (Scopus)
  • 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

    9 Citations (Scopus)