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  • 2022

    Meta Discovery: Learning to Discover Novel Classes given Very Limited Data

    Chi, H., Liu, F., Han, B., Yang, W., Lan, L., Liu, T., Niu, G., Zhou, M. & Sugiyama, M., 25 Apr 2022, Proceedings of Tenth International Conference on Learning Representations, ICLR 2022. International Conference on Learning Representations, p. 1-20 20 p.

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

    Open Access
  • METAMVGL: A Multi-View Graph-Based Metagenomic Contig Binning Algorithm by Integrating Assembly and Paired-End Graphs

    Zhang, Z. & Zhang, L., Aug 2022, 19th Asia Pacific Bioinformatics Conference (APBC 2021). New York: Curran Associates, Inc., p. 55-67 13 p.

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

  • MFF-AMD: Multivariate Feature Fusion for Android Malware Detection

    Xu, G., Feng, M., Jiao, L., Liu, J., Dai, H. N., Wang, D., Panaousis, E. & Zheng, X., 1 Jan 2022, Collaborative Computing: 17th EAI International Conference, CollaborateCom 2021, Virtual Event, October 16-18, 2021, Proceedings, Part I. Gao, H. & Wang, X. (eds.). 1st ed. Springer Cham, p. 368-385 18 p. (Lecture Notes of the Institute for Computer Sciences, Social-Informatics and Telecommunications Engineering, LNICST; vol. 406)(CollaborateCom: International Conference on Collaborative Computing: Networking, Applications and Worksharing).

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

  • Modeling Adversarial Noise for Adversarial Training

    Zhou, D., Wang, N., Han, B. & Liu, T., 17 Jul 2022, Proceedings of 39th International Conference on Machine Learning (ICML 2022). Chaudhuri, K., Jegelka, S., Song, L., Szepesvari, C., Niu, G. & Sabato, S. (eds.). ML Research Press, p. 27353-27366 14 p. (Proceedings of Machine Learning Research; vol. 162).

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

    Open Access
    2 Citations (Scopus)
  • MVSPlenOctree: Fast and Generic Reconstruction of Radiance Fields in PlenOctree from Multi-view Stereo

    Xing, W. & Chen, J., 10 Oct 2022, MM '22: Proceedings of the 30th ACM International Conference on Multimedia. Association for Computing Machinery (ACM), p. 5114–5122 9 p.

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

    6 Citations (Scopus)
  • NDF: Neural Deformable Fields for Dynamic Human Modelling

    Zhang, R. & Chen, J., 12 Nov 2022, Computer Vision – ECCV 2022 : 17th European Conference, Tel Aviv, Israel, October 23–27, 2022, Proceedings, Part XXXII. Avidan, S., Brostow, G., Cissé, M., Farinella, G. M. & Hassner, T. (eds.). 1st ed. Springer Cham, p. 37-52 16 p. (Lecture Notes in Computer Science; vol. 13692).

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

    3 Citations (Scopus)
  • Neural Transmitted Radiance Fields

    Zhu, C., Wan, R. & Shi, B., 29 Nov 2022, 36th Conference on Neural Information Processing Systems (NeurIPS 2022). Neural Information Processing Systems Foundation, p. 1-13 13 p. (Advances in Neural Information Processing Systems; vol. 35)(NeurIPS Proceedings).

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

    Open Access
    7 Citations (Scopus)
  • NEX+: Novel View Synthesis with Neural Rregularisation over Multi-Plane Images

    Xing, W. & Chen, J., 23 May 2022, ICASSP 2022 - 2022 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP). IEEE, p. 1581-1585 5 p. (IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP)).

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

    3 Citations (Scopus)
  • Online Model Updating with Analog Aggregation in Wireless Edge Learning

    Wang, J., Dong, M., Liang, B., Boudreau, G. & Abou-Zeid, H., May 2022, INFOCOM 2022 - IEEE Conference on Computer Communications. IEEE, p. 1229-1238 10 p. (Proceedings of IEEE Conference on Computer Communications; vol. 2022-May).

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

    5 Citations (Scopus)
  • OpenOOD: Benchmarking Generalized Out-of-Distribution Detection

    Yang, J., Wang, P., Zou, D., Zhou, Z., Ding, K., Peng, W., Wang, H., Chen, G., Li, B., Sun, Y., Du, X., Zhou, K., Zhang, W., Hendrycks, D., Li, Y. & Liu, Z., Nov 2022, 36th Conference on Neural Information Processing Systems, NeurIPS 2022. Koyejo, S., Mohamed, S., Agarwal, A., Belgrave, D., Cho, K. & Oh, A. (eds.). Neural Information Processing Systems Foundation, p. 1-14 14 p. (Advances in Neural Information Processing Systems; vol. 35)(NeurIPS Proceedings).

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

    Open Access
    35 Citations (Scopus)
  • Open-Vocabulary DETR with Conditional Matching

    Zang, Y., Li, W., Zhou, K., Huang, C. & Loy, C. C., 5 Nov 2022, Computer Vision – ECCV 2022: 17th European Conference, Tel Aviv, Israel, October 23–27, 2022, Proceedings, Part IX. Avidan, S., Brostow, G., Cissé, M., Farinella, G. M. & Hassner, T. (eds.). 1st ed. Cham: Springer, p. 106-122 17 p. (Lecture Notes in Computer Science; vol. 13669)(ECCV: European Conference on Computer Vision).

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

    20 Citations (Scopus)
  • Panoptic Scene Graph Generation

    Yang, J., Ang, Y. Z., Guo, Z., Zhou, K., Zhang, W. & Liu, Z., 29 Oct 2022, Computer Vision – ECCV 2022: 17th European Conference, Tel Aviv, Israel, October 23–27, 2022, Proceedings, Part XXVII. Avidan, S., Brostow, G., Cissé, M., Farinella, G. M. & Hassner, T. (eds.). 1st ed. Springer, p. 178-196 19 p. (Lecture Notes in Computer Science; vol. 13687).

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

    13 Citations (Scopus)
  • PAW: Data Partitioning Meets Workload Variance

    Li, Z., Yiu, M. L. & Chan, T. N., May 2022, Proceedings - 2022 IEEE 38th International Conference on Data Engineering, ICDE 2022. IEEE, p. 123-135 13 p. (Proceedings of IEEE International Conference on Data Engineering (ICDE)).

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

    2 Citations (Scopus)
  • Performance Analysis on Age of Information for Covert IoT Communication Systems

    Wang, D., Wang, J., Zhao, X., Zhang, N., Dai, H. N. & Li, Z., 16 May 2022, ICC 2022 - IEEE International Conference on Communications, Proceedings. IEEE, p. 2224-2229 6 p. (IEEE International Conference on Communications; vol. 2022-May).

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

  • PGPregel: An End-to-End System for Privacy-Preserving Graph Processing in Geo-Distributed Data Centers

    Zhou, A. C., Qiu, R., Lambert, T., Allard, T., Ibrahim, S. & Abbadi, A. E., 7 Nov 2022, SoCC '22: Proceedings of the 13th Symposium on Cloud Computing. New York: Association for Computing Machinery (ACM), p. 386-402 17 p.

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

    3 Citations (Scopus)
  • PLAYPEN: Plug-and-Play Visual Graph Query Interfaces for Top-down and Bottom-Up Search on Large Networks

    Yuan, Z., Chua, H. E., Bhowmick, S. S., Ye, Z., Choi, B. K. K. & Han, W. S., 11 Jun 2022, SIGMOD '22: Proceedings of the 2022 International Conference on Management of Data. Association for Computing Machinery (ACM), p. 2381-2384 4 p. (Proceedings of the ACM SIGMOD International Conference on Management of Data).

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

    3 Citations (Scopus)
  • Proactive look-ahead control of transaction flows for high-throughput payment channel network

    Chen, W., Qiu, X., Hong, Z., Zheng, Z., Dai, H. N. & Zhang, J., 7 Nov 2022, SoCC '22: Proceedings of the 13th Symposium on Cloud Computing. Association for Computing Machinery (ACM), p. 429-444 16 p. (Proceedings of the Symposium on Cloud Computing).

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

    2 Citations (Scopus)
  • Reliable Adversarial Distillation with Unreliable Teachers

    Zhu, J., Yao, J., Han, B., Zhang, J., Liu, T., Niu, G., Zhou, J., XU, J. & Yang, H., 25 Apr 2022, Proceedings of Tenth International Conference on Learning Representations, ICLR 2022. International Conference on Learning Representations, 15 p.

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

    Open Access
    7 Citations (Scopus)
  • Robust Weight Perturbation for Adversarial Training

    Yu, C., Han, B., Gong, M., Shen, L., Ge, S., Bo, D. & Liu, T., 23 Jul 2022, Proceedings of the 31st International Joint Conference on Artificial Intelligence, IJCAI 2022. De Raedt, L. (ed.). International Joint Conferences on Artificial Intelligence, p. 3688-3694 7 p. (IJCAI International Joint Conference on Artificial Intelligence).

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

    Open Access
  • Scalable and Effective Bipartite Network Embedding

    Yang, R., Shi, J., Huang, K. & Xiao, X., 11 Jun 2022, SIGMOD '22: Proceedings of the 2022 International Conference on Management of Data. Association for Computing Machinery (ACM), p. 1977-1991 15 p. (Proceedings of the ACM SIGMOD International Conference on Management of Data).

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

    Open Access
    4 Citations (Scopus)
  • Secure data sharing and analytics with blockchain and trusted computing technologies

    Xu, J., Nov 2022, IEEE Hong Kong Section 50th Anniversary 1972-2022: Advance Technology for Huminity – The Tech-Biz Intelligence. Siu, W-C., Chan, H. A. & Chan, P. (eds.). Hong Kong: IEEE, p. 48-49 2 p. (IEEE Region 10 Annual International Conference, Proceedings/TENCON; vol. 2022-November).

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

    Open Access
  • Semi-Online Precoding with Information Parsing for Cooperative MIMO Wireless Networks

    Wang, J., Liang, B., Dong, M., Boudreau, G. & Abou-Zeid, H., May 2022, INFOCOM 2022 - IEEE Conference on Computer Communications. IEEE, p. 150-159 10 p. (Proceedings of IEEE International Conference on Computer Communications; vol. 2022-May).

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

    1 Citation (Scopus)
  • Sequence Q-Learning Algorithm for Optimal Mobility-Aware User Association

    Ning, W., Xu, Z., Wu, J. & Tong, T., May 2022, ICC 2022 - IEEE International Conference on Communications. IEEE, p. 726-732 7 p. (IEEE International Conference on Communications (ICC); vol. 2022-May).

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

  • Sketching as a Tool for Understanding and Accelerating Self-attention for Long Sequences

    Chen, Y., Zeng, Q., Hakkani-Tur, D., Jin, D., Ji, H. & Yang, Y., Jul 2022, Proceedings of the 2022 Conference of the North American Chapter of the Association for Computational Linguistics : Human Language Technologies. Association for Computational Linguistics (ACL), p. 5187-5199 13 p.

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

    1 Citation (Scopus)
  • SLAM: Efficient Sweep Line Algorithms for Kernel Density Visualization

    Chan, T. N., U, L. H., Choi, B. K. K. & Xu, J., Jun 2022, SIGMOD '22: Proceedings of the 2022 International Conference on Management of Data. Association for Computing Machinery (ACM), p. 2120–2134 15 p. (Proceedings of the ACM SIGMOD International Conference on Management of Data).

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

    7 Citations (Scopus)
  • Structural Identity Representation Learning of Blockchain Transaction Network for Metaverse

    Tao, B., Dai, H. N., Xie, H. & Wang, F. L., Sept 2022, 2022 IEEE 24th International Workshop on Multimedia Signal Processing, MMSP 2022. IEEE, p. 1-6 6 p. (Proceedings of International Workshop on Multimedia Signal Processing (MMSP)).

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

    2 Citations (Scopus)
  • SVD-PINNs: Transfer Learning of Physics-Informed Neural Networks via Singular Value Decomposition

    Gao, Y., Cheung, K. C. & Ng, M. K., 4 Dec 2022, Proceedings of the 2022 IEEE Symposium Series on Computational Intelligence, SSCI 2022. Ishibuchi, H., Kwoh, C-K., Tan, A-H., Srinivasan, D., Miao, C., Trivedi, A. & Crockett, K. (eds.). 1st ed. IEEE, p. 1443-1450 8 p. (Proceedings of the 2022 IEEE Symposium Series on Computational Intelligence, SSCI 2022).

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

    2 Citations (Scopus)
  • Temporal-MPI: Enabling Multi-Plane Images for Dynamic Scene Modelling via Temporal Basis Learning

    Xing, W. & Chen, J., 31 Oct 2022, Computer Vision – ECCV 2022: 17th European Conference, Tel Aviv, Israel, October 23–27, 2022, Proceedings, Part XV. Avidan, S., Brostow, G., Cissé, M., Farinella, G. M. & Hassner, T. (eds.). 1st ed. Springer Cham, p. 323–338 16 p.

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

    5 Citations (Scopus)
  • Towards Deepening Graph Neural Networks: A GNTK-based Optimization Perspective

    Huang, W., Li, Y., Du, W., Yin, J., Xu, R. Y. D., Chen, L. & Zhang, M., 25 Apr 2022, Proceedings of Tenth International Conference on Learning Representations, ICLR 2022. International Conference on Learning Representations, p. 1-26 26 p.

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

    Open Access
  • TUR: Utilizing Temporal Information to Make Unexpected E-Commerce Recommendations

    Ni, Y., Wang, N., Chen, L., Chen, R. & Li, L., 6 Nov 2022, Web Information Systems Engineering – WISE 2022: 23rd International Conference, Biarritz, France, November 1–3, 2022, Proceedings. Chbeir, R., Huang, H., Silvestri, F., Manolopoulos, Y. & Zhang, Y. (eds.). 1st ed. Springer Cham, p. 553-563 11 p. (Lecture Notes in Computer Science; vol. 13724)(WISE: International Conference on Web Information Systems Engineering).

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

  • Understanding and Improving Graph Injection Attack by Promoting Unnoticeability

    Chen, Y., Yang, H., Zhang, Y., Ma, K., Liu, T., Han, B. & Cheng, J., 25 Apr 2022, Proceedings of Tenth International Conference on Learning Representations, ICLR 2022. International Conference on Learning Representations, p. 1-42 42 p.

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

    Open Access
  • Understanding Robust Overfitting of Adversarial Training and Beyond

    Yu, C., Han, B., Shen, L., Yu, J., Gong, C., Gong, M. & Liu, T., 17 Jul 2022, Proceedings of 39th International Conference on Machine Learning (ICML 2022). Chaudhuri, K., Jegelka, S., Song, L., Szepesvari, C., Niu, G. & Sabato, S. (eds.). ML Research Press, p. 25595-25610 16 p. (Proceedings of Machine Learning Research; vol. 162).

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

    Open Access
    13 Citations (Scopus)
  • Variance-Reduced Randomized Kaczmarz Algorithm In Xfel Single-Particle Imaging Phase Retrieval

    Xian, Y., Liu, H., Tai, X. & Wang, Y., 16 Oct 2022, 2022 IEEE International Conference on Image Processing (ICIP). IEEE, p. 3186-3190 5 p. (IEEE International Conference on Image Processing).

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

  • vChain+: Optimising Verifiable Blockchain Boolean Range Queries

    Wang, H., Xu, C., Zhang, C., Xu, J., Peng, Z. & Pei, J., May 2022, Proceedings - 2022 IEEE 38th International Conference on Data Engineering, ICDE 2022. IEEE, p. 1927-1940 14 p. (Proceedings of IEEE International Conference on Data Engineering (ICDE)).

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

    Open Access
    File
    37 Citations (Scopus)
    214 Downloads (Pure)
  • Virtual Homogeneity Learning: Defending against Data Heterogeneity in Federated Learning

    Tang, Z., Zhang, Y., Shi, S., He, X., Han, B. & Chu, X., 17 Jul 2022, Proceedings of 39th International Conference on Machine Learning (ICML 2022). Chaudhuri, K., Jegelka, S., Song, L., Szepesvari, C., Niu, G. & Sabato, S. (eds.). ML Research Press, p. 21111-21132 22 p. (Proceedings of Machine Learning Research; vol. 162).

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

    Open Access
    17 Citations (Scopus)
  • Watermarking for Out-of-distribution Detection

    Wang, Q., Liu, F., Zhang, Y., Zhang, J., Gong, C., Liu, T. & Han, B., 28 Nov 2022, 36th Conference on Neural Information Processing Systems (NeurIPS 2022). Neural Information Processing Systems Foundation, p. 1-13 13 p. (Advances in Neural Information Processing Systems; vol. 35)(NeurIPS Proceedings).

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

    Open Access
    8 Citations (Scopus)
  • ZooD: Exploiting Model Zoo for Out-of-Distribution Generalization

    Dong, Q., Muhammad, A., Zhou, F., Xie, C., Hu, T., Yang, Y., Bae, S-H. & Li, Z., 30 Nov 2022, 36th Conference on Neural Information Processing Systems (NeurIPS 2022). Neural Information Processing Systems Foundation, p. 1-16 16 p. (Advances in Neural Information Processing Systems; vol. 35)(NeurIPS Proceedings).

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

    Open Access
  • 2021

    A bi-level formulation for label noise learning with spectral cluster discovery

    Luo, Y., Han, B. & Gong, C., Jan 2021, Proceedings of the 29th International Joint Conference on Artificial Intelligence, IJCAI 2020. Bessiere, C. (ed.). International Joint Conferences on Artificial Intelligence, p. 2605-2611 7 p. (IJCAI International Joint Conference on Artificial Intelligence; vol. 2021-January).

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

    Open Access
    11 Citations (Scopus)
  • Accumulations of Projections-A Unified Framework for Random Sketches 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. 2953-2961 9 p. (Proceedings of Machine Learning Research; vol. 130).

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

    Open Access
    6 Citations (Scopus)
  • Adaptive multi-domain learning for outdoor 3D human pose and shape estimation

    Gui, Z., Zhang, S., Wang, K., Yang, J. & Yuen, P. C., 6 Jun 2021, ICASSP 2021 - 2021 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP). Androutsos, D., Plataniotis, K. & Zhang, X-P. (eds.). IEEE, p. 2165-2169 5 p. (ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings).

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

  • 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., 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

    3 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
    15 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
    3 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

    49 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
    23 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
    12 Citations (Scopus)