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  • 2021

    How ideological diversity within top management teams influences strategic dynamism

    Kang, Y., Chin, M. K. & Zhu, D. H., 1 Aug 2021, Academy of Management Proceedings 2021. Taneja, S. (ed.). Academy of Management, (Academy of Management Proceedings; vol. 2021, no. 1).

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

  • HyperGraph Convolution Based Attributed HyperGraph Clustering

    Fanseu Kamhoua, B., Zhang, L., Ma, K., Cheng, J. S. C., Li, B. & Han, B., 26 Oct 2021, CIKM '21: Proceedings of the 30th ACM International Conference on Information & Knowledge Management. Association for Computing Machinery (ACM), p. 453-463 11 p. (Proceedings of International Conference on Information and Knowledge Management).

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

    Open Access
    6 Citations (Scopus)

  • Impacts of the socio-political instability in Hong Kong on university students’ learning experience

    Fung, H. T. Y., Jun 2021, Proceedings of the 7th International Conference on Higher Education Advances. Domenech, J., Merello, P. & de la Poza, E. (eds.). Universitat Politècnica de València , p. 863-872 10 p. (Proceedings of International Conference on Higher Education Advances).

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

    Open Access
    1 Citation (Scopus)

  • Informing the Design of a News Chatbot

    Zhang, Z., Zhang, X. & Chen, L., 14 Sept 2021, Proceedings of the 21st ACM International Conference on Intelligent Virtual Agents, IVA 2021. Association for Computing Machinery (ACM), p. 224-231 8 p. (Proceedings of the ACM International Conference on Intelligent Virtual Agents).

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

    6 Citations (Scopus)

  • Instance-dependent Label-noise Learning under a Structural Causal Model

    Yao, Y., Liu, T., Gong, M., Han, B., Niu, G. & Zhang, K., 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. 6. p. 4409-4420 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)

  • Interactive Effect of Covid-19 Risk and Hospital Measures on Healthcare Workers Turnover Intentions

    Majeed, M., Irshad, M., BARTELS, J. & Rubab, U., 1 Aug 2021, Academy of Management Proceedings 2021. Taneja, S. (ed.). Academy of Management, (Academy of Management Proceedings; vol. 2021, no. 1).

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

  • Interruptions During a Service Encounter: Dealing with Imperfect Chatbots

    Han, E., Yin, D. & Zhang, H., Dec 2021, ICIS 2021 Proceedings - Building Sustainability and Resilience with IS: A Call for Action. Association for Information Systems, 18 p. 6. (International Conference on Information Systems, ICIS).

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

    5 Citations (Scopus)

  • Intervista 38: Carloalberto Treccani

    Treccani, C., Sept 2021, Metafotografia 3: Imagomorfosi e altre ricerche. Zanchi, M., Benaglia, S. & Lazzarini, F. (eds.). Jesi, Italy: Skinnerbox, Vol. 3. p. 97-102 6 p. (Metafotografia).

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

  • Introduction to social media and e-business transformation minitrack of the collaboration systems and technologies track

    Cheung, C. M. K., Risius, M., Lee, M. K. O. & Wagner, C., 5 Jan 2021, Proceedings of the 54th Annual Hawaii International Conference on System Sciences, HICSS 2021. Bui, T. X. (ed.). University of Hawaii at Manoa, p. 722-723 2 p. (Proceedings of the Annual Hawaii International Conference on System Sciences; vol. 2021-January).

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

    Open Access

  • Investigating the Impact of Teacher Feedback on Content Revisions in EFL Students’ Writing by the Automated Tracking Approach

    Cheng, G., Chui, M. H. L. & Mak, B. C. N., 11 Nov 2021, Emerging Technologies for Education - 6th International Symposium, SETE 2021, Revised Selected Papers. Jia, W., Tang, Y., Lee, R. S., Herzog, M., Zhang, H., Hao, T. & Wang, T. (eds.). 1st ed. Springer Cham, p. 355-363 9 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)).

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

  • IRS: A Large Naturalistic Indoor Robotics Stereo Dataset to Train Deep Models for Disparity and Surface Normal Estimation

    Wang, Q., Zheng, S., Yan, Q., Deng, F., Zhao, K. & Chu, X., 9 Jul 2021, 2021 IEEE International Conference on Multimedia and Expo (ICME). IEEE, p. 1-6 6 p. 9428423. (Proceedings of IEEE International Conference on Multimedia and Expo (ICME)).

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

    5 Citations (Scopus)

  • Jin Yuelin’s Simplification of Venn Diagrams

    Liu, X. & Pietarinen, A. V., 3 Sept 2021, Diagrammatic Representation and Inference: 12th International Conference, Diagrams 2021, Virtual, September 28–30, 2021, Proceedings. Basu, A., Stapleton, G., Linker, S., Legg, C., Manalo, E. & Viana, P. (eds.). 1st ed. Springer Cham, p. 260-263 4 p. (Lecture Notes in Computer Science; vol. 12909)(Lecture Notes in Artificial Intelligence)(Diagrams: International Conference on Theory and Application of Diagrams).

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

    1 Citation (Scopus)

  • Key Qualities of Conversational Recommender Systems: From Users’ Perspective

    Jin, Y., Chen, L., Cai, W. & Pu, P., 9 Nov 2021, HAI 2021 - Proceedings of the 9th International Conference on Human-Agent Interaction. Ogawa, K., Yonezawa, T., Lucas, G. M., Osawa, H., Johal, W. & Shiomi, M. (eds.). Association for Computing Machinery (ACM), p. 93-102 10 p. (Proceedings of International Conference on Human-Agent Interaction).

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

    Open Access
    12 Citations (Scopus)

  • Label-dependent and event-guided interpretable disease risk prediction using EHRs

    NIU, S., SONG, Y., YIN, Q., GUO, Y.-K. & YANG, X., Dec 2021, 2021 IEEE International Conference on Bioinformatics and Biomedicine (BIBM). IEEE, p. 1473-1476 3 p.

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

    3 Citations (Scopus)

  • Label Dependent Attention Model for Disease Risk Prediction Using Multimodal Electronic Health Records

    NIU, S., YIN, Q., SONG, Y., GUO, Y.-K. & YANG, X., Dec 2021, 2021 IEEE International Conference on Data Mining (ICDM). IEEE, p. 449-458 10 p. (IEEE International Conference on Data Mining (ICDM)).

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

    11 Citations (Scopus)

  • Landscape Forms: Machine Learning, 3D Form and Figuration (Abstract)

    Nelson, P., Alonso Trillo, R., Mouillot, F., Shanken, D., Antony, M., Au, R., Duan, M. & Mai, J., 10 Jun 2021, Art Machines 2 : International Symposium on Machine Learning and Art 2021 Proceedings. Allen, R. W. (ed.). School of Creative Media, City University of Hong Kong, p. 222-223

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

  • Learning Diverse-Structured Networks for Adversarial Robustness

    Du, X., Zhang, J., Han, B., Liu, T., Rong, Y., Niu, G., Huang, J. & 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. 2880-2891 12 p. (Proceedings of Machine Learning Research; vol. 139).

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

    Open Access
    4 Citations (Scopus)

  • Learning with Group Noise

    Wang, Q., Yao, J., Gong, C., Liu, T., Gong, M., Yang, H. & Han, B., 18 May 2021, 35th AAAI Conference on Artificial Intelligence, AAAI 2021. AAAI press, p. 10192-10200 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
    5 Citations (Scopus)

  • LenC: A redundancy-aware length control framework for extractive summarization

    Li, S., Su, W. & Liu, J., 20 Aug 2021, 2021 4th International Conference on Pattern Recognition and Artificial Intelligence, PRAI 2021. IEEE, p. 1-7 7 p. (Proceedings of International Conference on Pattern Recognition and Artificial Intelligence).

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

  • Loss-induced high-speed silicon microheater

    Wei, Y., Cheng, J., Zhou, H., Huang, D., Li, F., Wai, A., Dong, J. & Zhang, X., Jul 2021, Proceedings of 2021 Opto-Electronics and Communications Conference. IEEE, JS3D.7. (Opto-Electronics and Communications Conference, OECC).

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

  • Managerial Cognition, Digitized Capabilities, and Competitive Response

    Ravichandran, T. & Zhao, L., 2021, ECIS 2021 Proceedings: ECIS 2021 Research Papers. Association for Information Systems, 142

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

  • Managing Product Assortment Differentiation across Online and Offline Marketing Channels (Extended Abstract)

    Wang, M., Gu, F. F. & Wang, D. T., Feb 2021, Proceedings of 2021 AMA Winter Academic Conference: The Human Side of Marketing in an Age of Digital Transformation. Malter, A., Baker, S. M. & Im, S. (eds.). American Marketing Association, p. 314-316 3 p. (Proceedings of AMA Winter Academic Conference; vol. 32).

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

    Open Access

  • Mapping consumer perception on price fairness and intention to report suspected price-fixing activities in Hong Kong

    Wong, P., Vanharanta, M. & Chan, K. W., Feb 2021, Proceedings of 2021 AMA Winter Academic Conference: The Human Side of Marketing in an Age of Digital Transformation. Malter, A., Baker, S. M. & Im, S. (eds.). American Marketing Association, (Proceedings of AMA Winter Academic Conference; vol. 32).

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

    Open Access

  • Maximum Mean Discrepancy Test is Aware of Adversarial Attacks

    Gao, R., Liu, F., Zhang, J., Han, B., Liu, T., Niu, G. & 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. 3564-3575 12 p. (Proceedings of Machine Learning Research ; vol. 139).

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

    Open Access
    27 Citations (Scopus)

  • MaxiZone: Maximizing influence zone over geo-textual data (extended abstract)

    Liu, Q., Zhu, Z., Xu, J. & Gao, Y., Apr 2021, Proceedings - 2021 IEEE 37th International Conference on Data Engineering, ICDE 2021. IEEE Computer Society, p. 2334-2335 2 p. (Proceedings - International Conference on Data Engineering; vol. 2021-April).

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

  • Memory and Computation-Efficient Kernel SVM via Binary Embedding and Ternary Model Coefficients

    Lei, Z. & Lan, L., 18 May 2021, 35th AAAI Conference on Artificial Intelligence, AAAI 2021. AAAI press, p. 8316-8323 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

  • MetaCorrection: Domain-aware Meta Loss Correction for Unsupervised Domain Adaptation in Semantic Segmentation

    Guo, X., Yang, C., Li, B. & Yuan, Y., 19 Jun 2021, Proceedings - 2021 IEEE/CVF Conference on Computer Vision and Pattern Recognition, CVPR 2021. O’Conner, L. (ed.). IEEE, p. 3926-3935 10 p. (Proceedings of the IEEE Computer Society Conference on Computer Vision and Pattern Recognition).

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

    Open Access
    69 Citations (Scopus)

  • Methodological Considerations for Understanding Students’ Problem Solving Processes and Affective Trajectories During Game-Based Learning: A Data Fusion Approach

    Israel, M., Liu, T., Moon, J., Ke, F. & Dahlstrom-Hakki, I., 24 Jul 2021, HCI in Games: Serious and Immersive Games. Fang, X. (ed.). 1st ed. Cham: Springer, p. 201-215 15 p. (Lecture Notes in Computer Science; vol. 12790)(Information Systems and Applications, incl. Internet/Web, and HCI)(HCII: International Conference on Human-Computer Interaction Proceedings; vol. II).

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

    1 Citation (Scopus)

  • Methods and Applications of Causal Reasoning in Medical Field

    Wu, X., Li, J., Qian, Q., Liu, Y. & Guo, Y., Oct 2021, 2021 7th International Conference on Big Data and Information Analytics (BigDIA). IEEE, p. 79-86 8 p. (Proceedings of International Conference on Big Data and Information Analytics (BigDIA)).

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

    2 Citations (Scopus)

  • MIDAS: Towards Efficient and Effective Maintenance of Canned Patterns in Visual Graph Query Interfaces

    Huang, K., Chua, H. E., Bhowmick, S. S., Choi, B. & Zhou, S., Jun 2021, SIGMOD '21: Proceedings of the 2021 International Conference on Management of Data. Li, G. & Li, Z. (eds.). 1st ed. Association for Computing Machinery (ACM), p. 764–776 13 p. (Proceedings of the ACM SIGMOD International Conference on Management of Data).

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

    9 Citations (Scopus)

  • More Than Just Shopping on Social Commerce Websites: A Multidimensional Scaling Study of Consumers’ In-Role and Extra-Role Behaviors

    Wu, W., Gong, X. & Cheung, C. M. K., Jun 2021, ECIS 2021 Proceedings: ECIS 2021 Research-in-Progress Papers. Association for Information Systems, p. 1-10 10 p. 1

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

  • MR-GCN: Multi-Relational Graph Convolutional Networks based on Generalized Tensor Product

    Huang, Z., Li, X., Ye, Y. & Ng, M. K., Jan 2021, Proceedings of the 29th International Joint Conference on Artificial Intelligence, IJCAI 2020. Bessiere, C. (ed.). International Joint Conferences on Artificial Intelligence, p. 1258-1264 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
    34 Citations (Scopus)

  • 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

    9 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
    13 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

    2 Citations (Scopus)

  • 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

  • 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

    51 Citations (Scopus)

  • Peirce’s Diagrammatic Solutions to ‘Peirce’s Puzzle’

    Pietarinen, A. V., 3 Sept 2021, Diagrammatic Representation and Inference: 12th International Conference, Diagrams 2021, Virtual, September 28–30, 2021, Proceedings. Basu, A., Stapleton, G., Linker, S., Legg, C., Manalo, E. & Viana, P. (eds.). 1st ed. Springer Cham, p. 246-250 5 p. (Lecture Notes in Computer Science; vol. 12909)(Lecture Notes in Artificial Intelligence)(Diagrams: International Conference on Theory and Application of Diagrams).

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

  • 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
    76 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
    14 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

    30 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

    11 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
    61 Citations (Scopus)