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  • 2022

    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 proceeding › Conference proceeding › peer-review

    2 Citations (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 proceeding › Conference proceeding › peer-review

    8 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 proceeding › Conference proceeding › peer-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 proceeding › Conference proceeding › peer-review

    6 Citations (Scopus)

  • Synergy-of-Experts: Collaborate to Improve Adversarial Robustness

    Cui, S., Zhang, J., Liang, J., Han, B., Sugiyama, M. & Zhang, C., 28 Nov 2022, NIPS '22: Proceedings of the 36th International Conference on Neural Information Processing Systems. Koyejo, S., Mohamed, S., Agarwal, A., Belgrave, D., Cho, K. & Oh, A. (eds.). Neural information processing systems foundation, p. 32552-32567 16 p. 2359. (Advances in Neural Information Processing Systems; vol. 35).

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

    Open Access
    1 Citation (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 proceeding › Conference proceeding › peer-review

    6 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 proceeding › Conference proceeding › peer-review

    Open Access

  • Towards Lightweight Black-Box Attack Against Deep Neural Networks

    Sun, C., Zhang, Y., Wan, C., Wang, Q., Li, Y., Liu, T., Han, B. & Tian, X., 28 Nov 2022, NIPS '22: Proceedings of the 36th International Conference on Neural Information Processing Systems. Koyejo, S., Mohamed, S., Agarwal, A., Belgrave, D., Cho, K. & Oh, A. (eds.). Neural Information Processing Systems Foundation, p. 19319-19331 13 p. 1404. (Advances in Neural Information Processing Systems; vol. 35)(NeurIPS Proceedings).

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

    Open Access
    8 Citations (Scopus)

  • 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 proceeding › Conference proceeding › peer-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 proceeding › Conference proceeding › peer-review

    Open Access
    53 Citations (Scopus)

  • 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 proceeding › Conference proceeding › peer-review

    Open Access
    33 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 proceeding › Conference proceeding › peer-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 proceeding › Conference proceeding › peer-review

    Open Access
    File
    51 Citations (Scopus)
    260 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 proceeding › Conference proceeding › peer-review

    Open Access
    39 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). Koyejo, S., Mohamed, S., Agarwal, A., Belgrave, D., Cho, K. & Oh, A. (eds.). 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 proceeding › Conference proceeding › peer-review

    Open Access
    20 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 proceeding › Conference proceeding › peer-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 proceeding › Conference proceeding › peer-review

    Open Access
    12 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 proceeding › Conference proceeding › peer-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 proceeding › Conference proceeding › peer-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 proceeding › Conference proceeding › peer-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 proceeding › Conference proceeding › peer-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 proceeding › Conference proceeding › peer-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 proceeding › Conference proceeding › peer-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 proceeding › Conference proceeding › peer-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 proceeding › Conference 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 proceeding › Conference proceeding › peer-review

    Open Access
    4 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 proceeding › Conference proceeding › peer-review

    67 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 proceeding › Conference proceeding › peer-review

    Open Access
    26 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 proceeding › Conference proceeding › peer-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 proceeding › Conference proceeding › peer-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 proceeding › Conference proceeding › peer-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 proceeding › Conference proceeding › peer-review

  • 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 proceeding › Conference proceeding › peer-review

    15 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 proceeding › Conference proceeding › peer-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 proceeding › Conference proceeding › peer-review

    Open Access
    52 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 proceeding › Conference proceeding › peer-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 proceeding › Conference proceeding › peer-review

    2 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 proceeding › Conference proceeding › peer-review

    Open Access
    3 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 proceeding › Conference proceeding › peer-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 proceeding › Conference proceeding › peer-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 proceeding › Conference proceeding › peer-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 proceeding › Conference proceeding › peer-review

    20 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 proceeding › Conference proceeding

    33 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 proceeding › Conference proceeding › peer-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 proceeding › Conference proceeding › peer-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 proceeding › Conference proceeding › peer-review

    8 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 proceeding › Conference proceeding › peer-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 proceeding › Conference proceeding › peer-review

    31 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 proceeding › Conference proceeding › peer-review

    Open Access
    420 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 proceeding › Conference proceeding › peer-review

    Open Access
    17 Citations (Scopus)