Faculty of Science

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  • 2021

    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)

  • Fraud Detection under Multi-Sourced Extremely Noisy Annotations

    Zhang, C., Wang, Q., Liu, T., Lu, X., Hong, J., Han, B. & Gong, C., 26 Oct 2021, CIKM '21: Proceedings of the 30th ACM International Conference on Information & Knowledge Management. Association for Computing Machinery (ACM), p. 2497-2506 10 p. (Proceedings of International Conference on Information and Knowledge Management).

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

    Open Access
    3 Citations (Scopus)

  • Generalization Guarantee of SGD for Pairwise Learning

    Lei, Y., Liu, M. & Ying, Y., 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. 26. p. 21216-21228 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
    1 Citation (Scopus)

  • Geometry-aware Instance-reweighted Adversarial Training

    Zhang, J., Zhu, J., Niu, G., Han, B., Sugiyama, M. & Kankanhalli, M., May 2021, Proceedings of Ninth International Conference on Learning Representations, ICLR 2021. International Conference on Learning Representations, p. 1-29 29 p.

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

    Open Access

  • Graph Edit Distance Learning via Modeling Optimum Matchings with Constraints

    Peng, Y., Choi, B. & Xu, J., 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. 1534-1540 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)

  • Ground-to-UAV Communication Network: Stochastic Geometry-based Performance Analysis

    Liu, Y., Dai, H. N., Imran, M. & Nasser, N., Jun 2021, ICC 2021 - IEEE International Conference on Communications, Proceedings. IEEE, p. 1-6 6 p. (IEEE International Conference on Communications).

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

  • HiTRANS: A Hierarchical Transformer Network for Nested Named Entity Recognition

    YANG, Z., MA, J., Chen, H., Zhang, Y. & Chuang, Y., Nov 2021, Findings of the Association for Computational Linguistics: EMNLP 2021. Association for Computational Linguistics (ACL), p. 124-132 9 p.

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

    Open Access
    3 Citations (Scopus)

  • 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 contribution › peer-review

    Open Access
    2 Citations (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 contribution › peer-review

    3 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, MA., 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 contribution › peer-review

    6 Citations (Scopus)

  • 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 contribution › peer-review

    2 Citations (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 contribution › peer-review

    Open Access
    4 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 contribution › peer-review

  • 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 contribution › peer-review

    2 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 contribution › 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 contribution › peer-review

    Open Access

  • 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 contribution › peer-review

    Open Access
    2 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 contribution › peer-review

  • 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 contribution › peer-review

    Open Access

  • 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 contribution › 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 contribution › peer-review

    Open Access

  • 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 contribution › peer-review

    1 Citation (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 contribution › peer-review

    3 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 contribution › peer-review

    1 Citation (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 contribution › peer-review

    1 Citation (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 contribution › peer-review

    Open Access
    2 Citations (Scopus)

  • 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 contribution › 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 contribution › peer-review

    26 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 contribution › peer-review

    Open Access
    23 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 contribution › peer-review

    Open Access

  • 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 contribution › peer-review

    3 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, MA., 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 contribution › peer-review

    1 Citation (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 contribution › peer-review

    4 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 contribution › peer-review

    2 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 contribution

    Open Access
    7 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 contribution › peer-review

    2 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 contribution › peer-review

    Open Access
    17 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, MA., 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 contribution › peer-review

    Open Access

  • 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 contribution › peer-review

  • 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 contribution › peer-review

    Open Access
    1 Citation (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 contribution › peer-review

    Open Access
    3 Citations (Scopus)