Faculty of Science

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  • 2022

    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 contribution › peer-review

    3 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 contribution › peer-review

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

    Open Access

  • 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 contribution › peer-review

    Open Access
    File
    9 Citations (Scopus)
    86 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 contribution › 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 contribution › peer-review

    Open Access
    7 Citations (Scopus)

  • 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 contribution › 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 contribution › peer-review

    Open Access
    5 Citations (Scopus)

  • 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 proceeding › Conference contribution › 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 contribution › peer-review

    2 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 contribution

    Open Access
    11 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 contribution › peer-review

    Open Access

  • 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 contribution › peer-review

    20 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 contribution › peer-review

    Open Access
    10 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 contribution › peer-review

    Open Access

  • 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 contribution › peer-review

    Open Access
    3 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 contribution › peer-review

    10 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 contribution › peer-review

  • 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 contribution › peer-review

    Open Access
    2 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 contribution › peer-review

    Open Access

  • 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 contribution › peer-review

  • 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 contribution › peer-review

    Open Access
    2 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 contribution › peer-review

  • 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 contribution › peer-review

    12 Citations (Scopus)

  • Cross-Graph Attention Enhanced Multi-Modal Correlation Learning for Fine-Grained Image-Text Retrieval

    He, Y., Liu, X., Cheung, Y., 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 contribution › peer-review

    Open Access
    3 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 contribution

    7 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 contribution › peer-review

  • 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 contribution › 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 contribution › peer-review

    9 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 contribution › peer-review

    Open Access
    5 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 proceeding › Conference contribution › peer-review

  • 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 proceeding › Conference contribution › peer-review

    4 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 proceeding › Conference contribution › peer-review

    2 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 proceeding › Conference contribution › peer-review

    Open Access
    1 Citation (Scopus)

  • Efficient Online Label Consistent Hashing for Large-scale Cross-modal Retrieval

    Yi, J., Liu, X., Cheung, Y., Xu, X., Fan, W. & He, Y., 5 Jul 2021, 2021 IEEE International Conference on Multimedia and Expo (ICME). IEEE, p. 1-6 6 p. (IEEE International Conference on Multimedia and Expo (ICME)).

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

    9 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 proceeding › Conference contribution › peer-review

    4 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 proceeding › Conference contribution › peer-review

  • 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 proceeding › Conference contribution › peer-review

    4 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 proceeding › Conference contribution › peer-review

  • 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 proceeding › Conference contribution › peer-review

    Open Access
    11 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 proceeding › Conference contribution › peer-review

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

    1 Citation (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 proceeding › Conference contribution › peer-review

  • 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 proceeding › Conference contribution › peer-review

    2 Citations (Scopus)

  • Fine-grained Generalisation Analysis of Inductive Matrix Completion

    Ledent, A., Alves, R., Lei, Y. & Kloft, M., 6 Dec 2021, 35th Conference on Neural Information Processing Systems (NeurIPS 2021). Ranzato, MA., Beygelzimer, A., Dauphin, Y., Liang, P. S. & Wortman Vaughan, J. (eds.). Neural Information Processing Systems Foundation, Vol. 31. p. 25540-25552 13 p. (Advances in Neural Information Processing Systems; vol. 34)(NeurIPS Proceedings).

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

    Open Access
    2 Citations (Scopus)

  • Fine-grained Generalization Analysis of Structured Output Prediction

    Mustafa, W., Lei, Y., Ledent, A. & Kloft, M., 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. 2841-2847 7 p. (IJCAI International Joint Conference on Artificial Intelligence).

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

    Open Access
    1 Citation (Scopus)

  • Fine-grained Generalization Analysis of Vector-valued Learning

    Wu, L., Ledent, A., Lei, Y. & Kloft, M., 18 May 2021, 35th AAAI Conference on Artificial Intelligence, AAAI 2021. Association for the Advancement of Artificial Intelligence, p. 10338-10346 9 p. (Proceedings of the AAAI Conference on Artificial Intelligence; vol. 35, no. 12).

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

    Open Access
    3 Citations (Scopus)

  • Focusing on Clinically Interpretable Features: Selective Attention Regularization for Liver Biopsy Image Classification

    Yin, C., Liu, S., Shao, R. & 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. 153-162 10 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 contribution › peer-review

    5 Citations (Scopus)