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  • 2021

    Multi-Scale Feature Guided Low-Light Image Enhancement

    Guo, L., Wan, R., Su, G. M., Kot, A. C. & Wen, B., 19 Sept 2021, 2021 IEEE International Conference on Image Processing, ICIP 2021 - Proceedings. IEEE, p. 554-558 5 p. (Proceedings - International Conference on Image Processing, ICIP; vol. 2021-September).

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

    10 Citations (Scopus)

  • Neural Kalman Filtering for Speech Enhancement

    Xue, W., Quan, G., Zhang, C., Ding, G., He, X. & Zhou, B., 11 Jun 2021, ICASSP 2021 - 2021 IEEE International Conference on Acoustics, Speech and Signal Processing Proceedings. IEEE, p. 7108-7112 5 p. (Proceedings of IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP)).

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

    3 Citations (Scopus)

  • Norm-Based Generalisation Bounds for Deep Multi-Class Convolutional Neural Networks

    Ledent, A., Mustafa, W., Lei, Y. & Kloft, M., 18 May 2021, 35th AAAI Conference on Artificial Intelligence, AAAI 2021. Association for the Advancement of Artificial Intelligence, p. 8279-8287 9 p. (Proceedings of the AAAI Conference on Artificial Intelligence; vol. 35, no. 9).

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

    Open Access
    19 Citations (Scopus)

  • Observation of exceptional arcs and cusp singularities in acoustics

    Tang, W., Jiang, X., Ding, K., Xiao, Y. X., Zhang, Z. Q., Chan, C. T. & Ma, G., 20 Jul 2021, META 2021 in Warsaw: The 11th International Conference on Metamaterials, Photonic Crystals and Plasmonics July 20-23, 2021, Warsaw, Poland. Zouhdi, S. (ed.). p. 421-422 2 p. (International Conference on Metamaterials, Photonic Crystals and Plasmonics).

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

    Open Access

  • On-chip photonic convolutional accelerator for image processing

    Cheng, J., Zhao, Y., Wei, Y., Zhang, W., Zhou, H., Huang, D., Li, F., Wai, A., Dong, J. & Zhang, X., Jul 2021, Proceedings of 2021 Opto-Electronics and Communications Conference. IEEE, W4C.6. (Opto-Electronics and Communications Conference, OECC ).

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

  • On UAV-assisted data acquisition for underwater IoT in aquaculture surveillance

    Wang, Q., Dai, H.-N., Wang, Q. & Shukla, M. K., 16 Nov 2021, Developments in Maritime Technology and Engineering. Volume 2: Proceedings of the 5th International Conference on Maritime Technology and Engineering (MARTECH 2020), November 16-19, 2020, Lisbon, Portugal. Soares, C. G. & Santos, T. A. (eds.). 1st ed. New York and London: CRC Press, p. 729-735 7 p. (Marine Technology and Ocean Engineering Series; vol. 6).

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

    1 Citation (Scopus)

  • Optical Frequency Comb Generation in Normal Dispersion Microresonators with Coupled-ring Structure

    Cheng, Z., Huang, D., Li, F., Lu, C. & Wai, A., Jul 2021, Proceedings of 2021 Opto-Electronics and Communications Conference. IEEE, T4E.3

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

  • Optimal Sequenced Route Query with POI Preferences

    Li, W., Zhu, H., Liu, W., Yin, J. & Xu, J., 6 Apr 2021, Database Systems for Advanced Applications: 26th International Conference, DASFAA 2021, Taipei, Taiwan, April 11–14, 2021, Proceedings, Part I. Jensen, C. S., Lim, E.-P., Yang, D.-N., Lee, W.-C., Tseng, V. S., Kalogeraki, V., Huang, J.-W. & Shen, C.-Y. (eds.). 1st ed. Springer Cham, p. 457-473 17 p. (Lecture Notes in Computer Science; vol. 12681)(Information Systems and Applications, incl. Internet/Web, and HCI)(International Conference on Database Systems for Advanced Applications).

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

    2 Citations (Scopus)

  • P2B-Trace: Privacy-Preserving Blockchain-based Contact Tracing to Combat Pandemics

    Peng, Z., Xu, C., Wang, H., Huang, J., Xu, J. & Chu, X., Jun 2021, SIGMOD '21: Proceedings of the 2021 International Conference on Management of Data. Association for Computing Machinery (ACM), p. 2389-2393 5 p. (Proceedings of the ACM SIGMOD International Conference on Management of Data).

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

    56 Citations (Scopus)

  • Personalized Transformer for Explainable Recommendation

    Li, L., Zhang, Y. & Chen, L., Aug 2021, Proceedings of the 59th Annual Meeting of the Association for Computational Linguistics and the 11th International Joint Conference on Natural Language Processing (Volume 1: Long Papers). Association for Computational Linguistics (ACL), p. 4947-4957 11 p.

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

    Open Access
    97 Citations (Scopus)

  • Pointwise Binary Classification with Pairwise Confidence Comparisons

    Feng, L., Shu, S., Lu, N., Han, B., Xu, M., Niu, G., An, B. & Sugiyama, M., 18 Jul 2021, Proceedings of 38th International Conference on Machine Learning (ICML 2021). Meila, M. & Zhang, T. (eds.). ML Research Press, p. 3252-3262 11 p. (Proceedings of Machine Learning Research; vol. 139).

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

    Open Access
    23 Citations (Scopus)

  • PolyFit: Polynomial-based Indexing Approach for Fast Approximate Range Aggregate Queries

    Li, Z., Chan, T. N., Yiu, M. L. & Jensen, C. S., 23 Mar 2021, Advances in Database Technology - EDBT 2021 - 24th International Conference on Extending Database Technology, Proceedings. Velegrakis, Y., Zeinalipour, D., Chrysanthis, P. K. & Guerra, F. (eds.). 1st ed. Konstanz: OpenProceedings, p. 241-252 12 p. (Proceedings of the International Conference on Extending Database Technology).

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

    Open Access
    1 Citation (Scopus)

  • Preface

    Dai, H. N., Liu, X., Luo, D. X., Xiao, J. & Chen, X., 27 Nov 2021, Blockchain and Trustworthy Systems: Third International Conference, BlockSys 2021, Guangzhou, China, August 5–6, 2021, Revised Selected Papers. Dai, H.-N., Liu, X., Luo, D. X., Xiao, J. & Chen, X. (eds.). 1 ed. Springer Singapore, p. v-vi 2 p. (Communications in Computer and Information Science; vol. 1490).

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

  • Privacy preserving strong simulation queries on large graphs

    Xu, L., Jiang, J., Choi, B., Xu, J. & Bhowmick, S. S., Apr 2021, Proceedings - 2021 IEEE 37th International Conference on Data Engineering, ICDE 2021. IEEE, p. 1500-1511 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

    12 Citations (Scopus)

  • Probabilistic Margins for Instance Reweighting in Adversarial Training

    Wang, Q., Liu, F., Han, B., Liu, T., Gong, C., Niu, G., Zhou, M. & Sugiyama, M., 6 Dec 2021, 35th Conference on Neural Information Processing Systems (NeurIPS 2021). Ranzato, M., Beygelzimer, A., Dauphin, Y., Liang, P. S. & Wortman Vaughan, J. (eds.). Neural Information Processing Systems Foundation, Vol. 28. p. 23258-23269 12 p. (Advances in Neural Information Processing Systems; vol. 34)(NeurIPS Proceedings).

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

    41 Citations (Scopus)

  • Prototypical Interaction Graph for Unsupervised Domain Adaptation in Surgical Instrument Segmentation

    Liu, J., Guo, X. & Yuan, Y., 23 Sept 2021, Medical Image Computing and Computer Assisted Intervention – MICCAI 2021: 24th International Conference, Strasbourg, France, September 27–October 1, 2021, Proceedings, Part III. de Bruijne, M., Cattin, P. C., Cotin, S., Padoy, N., Speidel, S., Zheng, Y. & Essert, C. (eds.). 1st ed. Springer Nature, p. 272-281 10 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 12903).

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

    12 Citations (Scopus)

  • Provably End-to-end Label-noise Learning without Anchor Points

    Li, X., Liu, T., Han, B., Niu, G. & Sugiyama, M., 2021, Proceedings of the 38th International Conference on Machine Learning, ICML 2021. Mathematical Research Press, p. 6403-6413 11 p. (Proceedings of Machine Learning Research; vol. 139).

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

    Open Access
    76 Citations (Scopus)

  • Research on the Construction Method of Knowledge Graph for Power Grid Education Resources

    Ma, Y., Hong, D., Dan, F., Yang, X. & Li, X., 18 Jun 2021, 2021 IEEE 3rd International Conference on Computer Science and Educational Informatization, CSEI 2021. IEEE, p. 99-103 5 p. (IEEE International Conference on Computer Science and Educational Informatization).

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

    9 Citations (Scopus)

  • Reversible Data Hiding in Jpeg Images for Privacy Protection

    Huang, Y., Cao, X., Wu, H.-T. & Cheung, Y.-M., 6 Jun 2021, ICASSP 2021 - 2021 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP). Androutsos, D., Plataniotis, K. & Zhang, X.-P. (eds.). 1st ed. IEEE, p. 2715-2719 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

    8 Citations (Scopus)

  • Robust early-learning: Hindering the memorization of noisy labels

    Xia, X., Liu, T., Han, B., Gong, C., Wang, N., Ge, Z. & Chang, Y., 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
    132 Citations (Scopus)

  • Rumor Detection on Twitter with Claim-Guided Hierarchical Graph Attention Networks

    Lin, H., Ma, J., Cheng, M., Yang, Z., Chen, L. & Chen, G., Nov 2021, Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing. Association for Computational Linguistics (ACL), p. 10035-10047 13 p.

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

    Open Access
    47 Citations (Scopus)

  • Self-Stylized Neural Painter

    Wang, Q., Guo, C., Dai, H. N. & Li, P., 14 Dec 2021, Proceedings - SIGGRAPH Asia 2021 Posters, SA 2021. Shiota, S. J. & Kimura, A. (eds.). Association for Computing Machinery (ACM), p. 1-2 2 p. 9. (Proceedings - SIGGRAPH Asia).

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

    3 Citations (Scopus)

  • ShapeNet: A Shapelet-Neural Network Approach for Multivariate Time Series Classification

    Li, G., Choi, B., Xu, J., Bhowmick, S. S., Chun, K. P. & Wong, G. L. H., 18 May 2021, 35th AAAI Conference on Artificial Intelligence, AAAI 2021. Association for the Advancement of Artificial Intelligence, p. 8375-8383 9 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
    126 Citations (Scopus)

  • Simple Stochastic and Online Gradient Descent Algorithms for Pairwise Learning

    Yang, Z., Lei, Y., Wang, P., Yang, T. & Ying, Y., 6 Dec 2021, 35th Conference on Neural Information Processing Systems (NeurIPS 2021). Ranzato, M., Beygelzimer, A., Dauphin, Y., Liang, P. S. & Wortman Vaughan, J. (eds.). Neural Information Processing Systems Foundation, Vol. 24. p. 20160-20171 12 p. (Advances in Neural Information Processing Systems; vol. 34)(NeurIPS Proceedings).

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

    Open Access
    24 Citations (Scopus)

  • Simplifying low-level GPU programming with GAS

    Yan, D., Wang, W. & Chu, X., 17 Feb 2021, PPoPP 2021 - Proceedings of the 2021 26th ACM SIGPLAN Symposium on Principles and Practice of Parallel Programming. Association for Computing Machinery (ACM), p. 469-471 3 p. (Proceedings of the ACM SIGPLAN Symposium on Principles and Practice of Parallel Programming, PPOPP).

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

    1 Citation (Scopus)

  • Simultaneous Combination and Nearly Self-similar Pulse Compression of Five Pulses at Different Wavelengths

    Huang, J., Ye, F., Nakkeeran, K., Wai, A. & Li, Q., May 2021, Proceedings of 2021 Conference on Lasers and Electro-Optics. IEEE, JW1A.144

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

  • Skyformer: Remodel Self-Attention with Gaussian Kernel and Nyström Method

    Chen, Y., Zeng, Q., Ji, H. & Yang, Y., Dec 2021, Advances in Neural Information Processing Systems 34 (NeurIPS 2021). Ranzato, M., Beygelzimer, A., Dauphin, Y., Liang, P. S. & Wortman Vaughan, J. (eds.). Neural Information Processing Systems Foundation, p. 2122-2135 14 p. (Advances in Neural Information Processing Systems).

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

    30 Citations (Scopus)

  • Smoothing with Fake Label

    Luo, Z., Xi, Y. & Mao, X., 30 Oct 2021, CIKM 2021 - Proceedings of the 30th ACM International Conference on Information and Knowledge Management. Association for Computing Machinery (ACM), p. 3303-3307 5 p. (Proceedings of the International Conference on Information and Knowledge Management).

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

    1 Citation (Scopus)

  • SoFA: Source-data-free Feature Alignment for Unsupervised Domain Adaptation

    Yeh, H.-W., Yang, B., Yuen, P. C. & Harada, T., Jan 2021, Proceedings - 2021 IEEE Winter Conference on Applications of Computer Vision, WACV 2021. IEEE, p. 474-483 10 p. (Proceedings - IEEE Workshop on Applications of Computer Vision (WACV)).

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

    71 Citations (Scopus)

  • Stability and Generalization for Randomized Coordinate Descent

    Wang, P., Wu, L. & Lei, Y., 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. 3104-3110 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)

  • SWIFT: Scalable Wasserstein Factorization for Sparse Nonnegative Tensors

    Afshar, A., Yin, K., Yan, S., Qian, C., Ho, J., Park, H. & Sun, J., 18 May 2021, 35th AAAI Conference on Artificial Intelligence, AAAI 2021. Association for the Advancement of Artificial Intelligence, p. 6548-6556 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
    6 Citations (Scopus)

  • Tackling Instance-Dependent Label Noise via a Universal Probabilistic Model

    Wang, Q., Han, B., Liu, T., Niu, G., Yang, J. & Gong, C., 18 May 2021, 35th AAAI Conference on Artificial Intelligence, AAAI 2021. Association for the Advancement of Artificial Intelligence, p. 10183-10191 9 p. (Proceedings of the AAAI Conference on Artificial Intelligence; vol. 35, no. 11)(AAAI-21/ IAAI-21/ EAAI-21 Proceedings).

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

    Open Access
    22 Citations (Scopus)

  • Targeted imaging system for voltage indicator readout

    Whiteley, I., Song, C., Knopfel, T. & Rowlands, C. J., 12 Apr 2021, Proceedings of Biophotonics Congress 2021. Optica Publishing Group, (Optics InfoBase Conference Papers).

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

  • TedPar: Temporally Dependent PARAFAC2 Factorization for Phenotype-based Disease Progression Modeling

    Yin, K., Cheung, W. K., Fung, B. C. M. & Poon, J., 29 Apr 2021, Proceedings of the 2021 SIAM International Conference on Data Mining (SDM). Demeniconi, C. & Davidson, I. (eds.). Society for Industrial and Applied Mathematics (SIAM), p. 594-602 9 p. (SIAM International Conference on Data Mining (SDM)).

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

    Open Access
    12 Citations (Scopus)

  • The Ninth Visual Object Tracking VOT2021 Challenge Results

    Kristan, M., Matas, J., Leonardis, A., Felsberg, M., Pflugfelder, R., Kamarainen, J. K., Chang, H. J., Danelljan, M., Zajc, L. C., Lukezic, A., Drbohlav, O., Kapyla, J., Hager, G., Yan, S., Yang, J., Zhang, Z., Fernandez, G., Abdelpakey, M., Bhat, G. & Cerkezi, L. & 112 others, Cevikalp, H., Chen, S., Chen, X., Cheng, M., Cheng, Z., Chiu, Y. C., Cirakman, O., Cui, Y., Dai, K., Dasari, M. M., Deng, Q., Dong, X., Du, D. K., Dunnhofer, M., Feng, Z. H., Feng, Z., Fu, Z., Ge, S., Gorthi, R. K., Gu, Y., Gunsel, B., Guo, Q., Gurkan, F., Han, W., Huang, Y., Lawin, F. J., Jhang, S. J., Ji, R., Jiang, C., Jiang, Y., Juefei-Xu, F., Jun, Y., Ke, X., Khan, F. S., Hak Kim, B., Kittler, J., Lan, X., Lee, J. H., Leibe, B., Li, H., Li, J., Li, X., Li, Y., Liu, B., Liu, C., Liu, J., Liu, L., Liu, Q., Lu, H., Lu, W., Luiten, J., Ma, J., Ma, Z., Martinel, N., Mayer, C., Memarmoghadam, A., Micheloni, C., Niu, Y., Paudel, D., Peng, H., Qiu, S., Rajiv, A., Rana, M., Robinson, A., Saribas, H., Shao, L., Shehata, M., Shen, F., Shen, J., Simonato, K., Song, X., Tang, Z., Timofte, R., Torr, P., Tsai, C. Y., Uzun, B., Van Gool, L., Voigtlaender, P., Wang, D., Wang, G., Wang, L., Wang, L., Wang, L., Wang, L., Wang, Y., Wang, Y., Wu, C., Wu, G., Wu, X. J., Xie, F., Xu, T., Xu, X., Xue, W., Yan, B., Yang, W., Yang, X., Ye, Y., Yin, J., Zhang, C., Zhang, C., Zhang, H., Zhang, K., Zhang, K., Zhang, X., Zhang, X., Zhang, X., Zhang, Z., Zhao, S., Zhen, M., Zhong, B., Zhu, J. & Zhu, X. F., Oct 2021, Proceedings - 2021 IEEE/CVF International Conference on Computer Vision Workshops (ICCVW). IEEE, p. 2711-2738 28 p. (Proceedings of the IEEE International Conference on Computer Vision).

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

    87 Citations (Scopus)

  • TOHAN: A One-step Approach towards Few-shot Hypothesis Adaptation

    Chi, H., Liu, F., Yang, W., Lan, L., Liu, T., Han, B., Cheung, W. K. W. & Kwok, J. T., 6 Dec 2021, 35th Conference on Neural Information Processing Systems (NeurIPS 2021). Ranzato, M., Beygelzimer, A., Dauphin, Y., Liang, P. S. & Wortman Vaughan, J. (eds.). Neural Information Processing Systems Foundation, Vol. 25. p. 20970-20982 13 p. (Advances in Neural Information Processing Systems; vol. 34)(NeurIPS Proceedings).

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

    22 Citations (Scopus)

  • Top-k publish/subscribe for ride hitching

    Li, Y., Gu, H., Chen, R., Xu, J. & Xu, M., Apr 2021, Proceedings - 2021 IEEE 37th International Conference on Data Engineering, ICDE 2021. IEEE, p. 2291-2296 6 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

    3 Citations (Scopus)

  • Total Variation Gamma Correction Method for Tone Mapped HDR Images

    Ng, M. K. & Qiao, M., 25 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. Singapore: Springer, p. 113-138 26 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 proceeding › peer-review

  • Towards Defending against Adversarial Examples via Attack-Invariant Features

    Zhou, D., Liu, T., Han, B., Wang, N., Peng, C. & Gao, X., 18 Jul 2021, Proceedings of 38th International Conference on Machine Learning (ICML 2021). Meila, M. & Zhang, T. (eds.). ML Research Press, p. 12835-12845 11 p. (Proceedings of Machine Learning Research; vol. 139).

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

    Open Access
    43 Citations (Scopus)

  • Traffic Management for Distributed Machine Learning in RDMA-enabled Data Center Networks

    Yang, W., Qin, Y., Jiang, Z. & Chu, X., Jun 2021, ICC 2021 - IEEE International Conference on Communications, Proceedings. IEEE, p. 1-6 6 p. (Proceedngs of IEEE International Conference on Communications).

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

    1 Citation (Scopus)

  • Truss-based structural diversity search in large graphs (extended abstract)

    Huang, J., Huang, X. & Xu, J., Apr 2021, Proceedings - 2021 IEEE 37th International Conference on Data Engineering, ICDE 2021. IEEE Computer Society, p. 2346-2347 2 p. (Proceedings - International Conference on Data Engineering; vol. 2021-April).

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

    1 Citation (Scopus)

  • Understanding and Improving Early Stopping for Learning with Noisy Labels

    Bai, Y., Yang, E., Han, B., Yang, Y., Li, J., Mao, Y., Niu, G. & Liu, T., 6 Dec 2021, NIPS '21: Proceedings of the 35th International Conference on Neural Information Processing Systems. Ranzato, M., Beygelzimer, A., Dauphin, Y., Liang, P. S. & Wortman Vaughan, J. (eds.). Neural information processing systems foundation, p. 24392-24403 12 p. (Advances in Neural Information Processing Systems; vol. 29).

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

    Open Access
    162 Citations (Scopus)

  • Universal Semi-Supervised Learning

    Huang, Z., Xue, C., Han, B., Yang, J. & Gong, C., 6 Dec 2021, 35th Conference on Neural Information Processing Systems (NeurIPS 2021). Ranzato, M., Beygelzimer, A., Dauphin, Y., Liang, P. S. & Wortman Vaughan, J. (eds.). Neural Information Processing Systems Foundation, Vol. 32. p. 26714-26725 12 p. (Advances in Neural Information Processing Systems; vol. 34)(NeurIPS Proceedings).

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

    43 Citations (Scopus)

  • User Bias in Beyond-Accuracy Measurement of Recommendation Algorithms

    Wang, N. & Chen, L., 27 Sept 2021, RecSys 2021 - 15th ACM Conference on Recommender Systems. Association for Computing Machinery (ACM), p. 133-142 10 p. (Proceeings of ACM Conference on Recommender Systems).

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

    Open Access
    20 Citations (Scopus)

  • UV-C VentGuard: An IoT-based Monitoring and Disinfection System for Pathogen Inactivation in Ventilation Pipes of High-rise Buildings

    Lam, R. C. Y., Tang, C. K., Cheung, K. L. A. & Lam, L. C. H., Dec 2021, Proceedings - 2021 International Conference on Computational Science and Computational Intelligence, CSCI 2021. IEEE, p. 1470-1475 6 p. (Proceedings - International Conference on Computational Science and Computational Intelligence, CSCI).

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

    1 Citation (Scopus)

  • Vertical Federated Principal Component Analysis on Feature-wise Distributed Data

    Cheung, Y.-M., Lou, J. & Yu, F., 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. 173-188 16 p. (Lecture Notes in Computer Science; vol. 13080)(Information Systems and Applications, incl. Internet/Web, and HCI; vol. 13080)(WISE: International Conference on Web Information Systems Engineering).

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

    5 Citations (Scopus)

  • Weakly Supervised rPPG Estimation for Respiratory Rate Estimation

    Du, J., Liu, S., Zhang, B. & Yuen, P. C., Oct 2021, 2021 IEEE/CVF International Conference on Computer Vision Workshops (ICCVW). IEEE, p. 2391-2397 7 p. (IEEE/CVF International Conference on Computer Vision Workshops (ICCVW)).

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

    21 Citations (Scopus)
  • 2020

    2.5 MHz highly coherent swept source for long-range tomographic detection

    Huang, D., Cheng, Z., Li, F., Zhou, H. & Wai, A., 4 Oct 2020, Proceedings of the 25th Opto-Electronics and Communications Conference (OECC 2020). IEEE, 3 p. 9273604. (OptoElectronics and Communications Conference, OECC).

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

  • Accurate Light Field Depth Estimation via an Occlusion-Aware Network

    Guo, C., Jin, J., Hou, J. & Chen, J., Jul 2020, 2020 IEEE International Conference on Multimedia and Expo, ICME 2020. IEEE Computer Society, 9102829. (Proceedings - IEEE International Conference on Multimedia and Expo; vol. 2020-July).

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

    Open Access
    31 Citations (Scopus)

  • A General Remote Photoplethysmography Estimator with Spatiotemporal Convolutional Network

    Liu, S.-Q. & Yuen, P. C., 16 Nov 2020, Proceedings - 15th IEEE International Conference on Automatic Face and Gesture Recognition. Štruc, V. & Gómez-Fernández, F. (eds.). 1st ed. IEEE, p. 481-488 8 p. (IEEE International Conference on Automatic Face and Gesture Recognition).

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

    50 Citations (Scopus)