Faculty of Science

Filter
Conference proceeding

Search results

  • 2021

    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
    30 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)

  • 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, MA., 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

    35 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
    15 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., 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

    2 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

    11 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
    22 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

    39 Citations (Scopus)

  • A multi-node collaborative storage strategy via clustering in blockchain network

    Li, M., Qin, Y., Liu, B. & CHU, X., Nov 2020, Proceedings - 2020 IEEE 40th International Conference on Distributed Computing Systems, ICDCS 2020. IEEE, p. 1275-1280 6 p. 9355650. (Proceedings - International Conference on Distributed Computing Systems; vol. 2020-November).

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

    6 Citations (Scopus)

  • An Ordinal Data Clustering Algorithm with Automated Distance Learning

    Zhang, Y. & Cheung, Y., 2 Jun 2020, AAAI 2020 - 34th AAAI Conference on Artificial Intelligence. AAAI press, p. 6869-6876 8 p. (Proceedings of the AAAI Conference on Artificial Intelligence; vol. 34, no. 4).

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

    Open Access
    12 Citations (Scopus)

  • AnswerFact: Fact Checking in Product Question Answering

    Zhang, W., Deng, Y., Ma, J. & Lam, W., Nov 2020, Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing, EMNLP 2020. Webber, B., Cohn, T., He, Y. & Liu, Y. (eds.). Association for Computational Linguistics (ACL), p. 2407–2417 11 p.

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

    Open Access
    18 Citations (Scopus)

  • A Symmetric Points Search and Variable Grouping Method for Large-scale Multi-objective Optimization

    Tang, D., Wang, Y., Wu, X. & Cheung, Y. M., Jul 2020, 2020 IEEE Congress on Evolutionary Computation, CEC 2020 - Conference Proceedings. IEEE, 9185876. (2020 IEEE Congress on Evolutionary Computation, CEC 2020 - Conference Proceedings).

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

    Open Access
    8 Citations (Scopus)

  • Attacks which do not kill training make adversarial learning stronger

    Zhang, J., Xu, X., Han, B., Niu, G., Cui, L., Sugiyama, M. & Kankanhalli, M., Jul 2020, Proceedings of the 37th International Conference on Machine Learning, ICML 2020. Daumé III, H. & Singh, A. (eds.). ML Research Press, p. 11214-11224 11 p. (Proceedings of Machine Learning Research; vol. 119).

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

    Open Access
    133 Citations (Scopus)

  • AURORA: Data-driven Construction of Visual Graph Query Interfaces for Graph Databases

    Bhowmick, S. S., Huang, K., Chua, H. E., Yuan, Z., Choi, K. K. & Zhou, S., 11 Jun 2020, SIGMOD '20 - Proceedings of the 2020 ACM SIGMOD International Conference on Management of Data. Association for Computing Machinery (ACM), p. 2689-2692 4 p. (Proceedings of the ACM SIGMOD International Conference on Management of Data).

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

    12 Citations (Scopus)

  • AutoTrajectory: Label-Free Trajectory Extraction and Prediction from Videos Using Dynamic Points

    Ma, Y., Zhu, X., Cheng, X., Yang, R., Liu, J. & Manocha, D., 28 Nov 2020, Computer Vision – ECCV 2020: 16th European Conference, Glasgow, UK, August 23–28, 2020, Proceedings, Part XIII. Vedaldi, A., Bischof, H., Brox, T. & Frahm, J-M. (eds.). 1st ed. Springer Cham, p. 646-662 17 p. (Lecture Notes in Computer Science; vol. 12358)(Image Processing, Computer Vision, Pattern Recognition, and Graphics (LNIP))(ECCV: European Conference on Computer Vision).

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

    5 Citations (Scopus)

  • Benchmarking the Performance and Energy Efficiency of AI Accelerators for AI Training

    Wang, Y., Wang, Q., Shi, S., He, X., Tang, Z., Zhao, K. & Chu, X., May 2020, Proceedings - 20th IEEE/ACM International Symposium on Cluster, Cloud and Internet Computing, CCGRID 2020. Lefevre, L., Varela, C. A., Pallis, G., Toosi, A. N., Rana, O. & Buyya, R. (eds.). IEEE, p. 744-751 8 p. 9139681. (Proceedings - 20th IEEE/ACM International Symposium on Cluster, Cloud and Internet Computing, CCGRID 2020).

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

    44 Citations (Scopus)

  • BOOMER: A Tool for Blending Visual P-Homomorphic Queries on Large Networks

    Song, Y., Chua, H. E., Bhowmick, S. S., Choi, B. K. K. & Zhou, S., 11 Jun 2020, SIGMOD '20: Proceedings of the 2020 ACM SIGMOD International Conference on Management of Data. Association for Computing Machinery (ACM), p. 2685-2688 4 p. (Proceedings of the ACM SIGMOD International Conference on Management of Data).

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

    1 Citation (Scopus)

  • Boosting UI Rendering in Android Applications

    Mondal, S. K., Pei, Y., Dai, H. N., Dipu Kabir, H. M. & Sahoo, J. P., Dec 2020, Proceedings - Companion of the 2020 IEEE 20th International Conference on Software Quality, Reliability, and Security, QRS-C 2020. IEEE, p. 285-286 2 p. (Proceedings - IEEE International Conference on Software Quality, Reliability and Security Companion (QRS-C)).

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

    2 Citations (Scopus)

  • Communication-efficient decentralized learning with sparsification and adaptive peer selection

    Tang, Z., Shi, S. & Chu, X., Nov 2020, Proceedings - 2020 IEEE 40th International Conference on Distributed Computing Systems, ICDCS 2020. IEEE, p. 1207-1208 2 p. (Proceedings - International Conference on Distributed Computing Systems; vol. 2020-November).

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

    Open Access
    34 Citations (Scopus)

  • Communication-Efficient Distributed Deep Learning with Merged Gradient Sparsification on GPUs

    Shi, S., Wang, Q., Chu, X., Li, B., Qin, Y., Liu, R. & Zhao, X., Jul 2020, INFOCOM 2020 - IEEE Conference on Computer Communications. IEEE, p. 406-415 10 p. 9155269. (Proceedings - IEEE INFOCOM; vol. 2020-July).

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

    Open Access
    50 Citations (Scopus)

  • Communication-Efficient Federated Learning in UAV-enabled IoV: A Joint Auction-Coalition Approach

    Ng, J. S., Lim, W. Y. B., Dai, H. N., Xiong, Z., Huang, J., Niyato, D., Hua, X. S., Leung, C. & Miao, C., Dec 2020, 2020 IEEE Global Communications Conference, GLOBECOM 2020 - Proceedings. IEEE, p. 1-6 6 p. (IEEE Global Communications Conference, GLOBECOM - Proceedings).

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

    13 Citations (Scopus)

  • Co-operative Prediction Strategy for Solving Dynamic Multi-Objective Optimization Problems

    Zhao, Z., Gu, F. & Cheung, Y. M., Jul 2020, 2020 IEEE Congress on Evolutionary Computation, CEC 2020 - Conference Proceedings. IEEE, 9185721. (2020 IEEE Congress on Evolutionary Computation, CEC 2020 - Conference Proceedings).

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

    Open Access
    2 Citations (Scopus)

  • Cost-effective data feeds to blockchains via workload-adaptive data replication

    Li, K., Yuan, Z., Tang, Y., Xu, C., Chen, J. & Xu, J., 7 Dec 2020, Middleware 2020 - Proceedings of the 2020 21st International Middleware Conference. Association for Computing Machinery (ACM), p. 371-385 15 p. (Middleware 2020 - Proceedings of the 2020 21st International Middleware Conference).

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

    Open Access
    10 Citations (Scopus)

  • Cross-graph: Robust and unsupervised embedding for attributed graphs with corrupted structure

    Wang, C., Han, B., Pan, S., Jiang, J., Niu, G. & Long, G., Nov 2020, Proceedings - 20th IEEE International Conference on Data Mining, ICDM 2020. Plant, C., Wang, H., Cuzzocrea, A., Zaniolo, C. & Wu, X. (eds.). IEEE, p. 571-580 10 p. 9338269. (Proceedings - IEEE International Conference on Data Mining, ICDM; vol. 2020-November).

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

    5 Citations (Scopus)

  • Cross-track illumination correction for hyperspectral pushbroom sensors using total variation and sparsity regularization

    Zhuang, L. & Ng, K. P., Jun 2020, 2020 IEEE 11th Sensor Array and Multichannel Signal Processing Workshop, SAM 2020. IEEE Computer Society, 9104285. (Proceedings of the IEEE Sensor Array and Multichannel Signal Processing Workshop; vol. 2020-June).

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

    Open Access
    1 Citation (Scopus)

  • Cryptocurrencies Price Prediction Using Weighted Memory Multi-channels

    Zhang, Z., Zhou, J., Song, Y. & Dai, H. N., 12 Nov 2020, Blockchain and Trustworthy Systems: Second International Conference, BlockSys 2020, Dali, China, August 6–7, 2020, Revised Selected Papers. Zheng, Z., Dai, H-N., Fu, X. & Chen, B. (eds.). Springer Singapore, p. 502-516 15 p. (Communications in Computer and Information Science; vol. 1267)(BlockSys: International Conference on Blockchain and Trustworthy Systems).

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

    4 Citations (Scopus)

  • Debunking Rumors on Twitter with Tree Transformer

    Ma, J. & Gao, W., Dec 2020, Proceedings of the 28th International Conference on Computational Linguistics, COLING 2020. Scott, D., Bel, N. & Zong, C. (eds.). International Committee on Computational Linguistics, p. 5455–5466 12 p.

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

    Open Access
    39 Citations (Scopus)

  • Deep Domain-Adversarial Image Generation for Domain Generalisation

    Zhou, K., Yang, Y., Hospedales, T. & Xiang, T., 18 Jun 2020, Proceedings of the 34th AAAI Conference on Artificial Intelligence. AAAI press, p. 13025-13032 8 p. (Proceedings of the AAAI Conference on Artificial Intelligence; vol. 34, no. 7).

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

    Open Access
    230 Citations (Scopus)

  • Deep Spatial-Angular Regularization for Compressive Light Field Reconstruction over Coded Apertures

    Guo, M., Hou, J., Jin, J., Chen, J. & Chau, L. P., Aug 2020, Computer Vision – ECCV 2020 - 16th European Conference, 2020, Proceedings. Vedaldi, A., Bischof, H., Brox, T. & Frahm, J-M. (eds.). Springer Science and Business Media Deutschland GmbH, p. 278-294 17 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 12347 LNCS).

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

    Open Access
    23 Citations (Scopus)

  • Demystifying Tensor Cores to Optimize Half-Precision Matrix Multiply

    Yan, D., Wang, W. & Chu, X., May 2020, Proceedings - 2020 IEEE 34th International Parallel and Distributed Processing Symposium, IPDPS 2020. IEEE, p. 634-643 10 p. 9139835. (Proceedings - 2020 IEEE 34th International Parallel and Distributed Processing Symposium, IPDPS 2020).

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

    52 Citations (Scopus)

  • Deterministic single soliton excitation in LiNbO3 microcavity with fundamental-second-harmonic mode coupling

    Cheng, Z., Li, F., Huang, D. & Wai, A., Aug 2020, Proceedings of 2020 Conference on Lasers and Electro-Optics Pacific Rim, CLEO-PR 2020. IEEE, 9256001

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

    2 Citations (Scopus)

  • Distance-Guided Mask Propagation Model for Efficient Video Object Segmentation

    Liu, J., Dai, H., Li, B. & Tang, G., Jul 2020, 2020 International Joint Conference on Neural Networks, IJCNN 2020 - Proceedings. IEEE, p. 1-8 8 p. (Proceedings of the International Joint Conference on Neural Networks).

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

  • Domain Generalization for Medical Imaging Classification with Linear-Dependency Regularization

    Li, H., Wang, Y. F., Wan, R., Wang, S., Li, T. Q. & Kot, A. C., Dec 2020, Advances in Neural Information Processing Systems 33. Larochelle, H., Ranzato, M., Hadsell, R., Balcan, M. F. & Lin, H. (eds.). Vol. 33. 12 p.

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

    Open Access
    83 Citations (Scopus)

  • Dual T: Reducing Estimation Error for Transition Matrix in Label-noise Learning

    Yao, Y., Liu, T., Han, B., Gong, M., Deng, J., Niu, G. & Sugiyama, M., 6 Dec 2020, 34th Conference on Neural Information Processing Systems (NeurIPS 2020). Larochelle, H., Ranzato, M., Hadsell, R., Balcan, M. F. & Lin, H. (eds.). Neural Information Processing Systems Foundation, Vol. 9. p. 7260-7271 12 p. (Advances in Neural Information Processing Systems; vol. 33)(NeurIPS Proceedings).

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

    Open Access
    126 Citations (Scopus)

  • Efficient sparse-dense matrix-matrix multiplication on GPUs using the customized sparse storage format

    Shi, S., Wang, Q. & Chu, X., Dec 2020, Proceedings - 2020 IEEE 26th International Conference on Parallel and Distributed Systems, ICPADS 2020. IEEE Computer Society, p. 19-26 8 p. 9359142. (Proceedings of the International Conference on Parallel and Distributed Systems - ICPADS; vol. 2020-December).

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

    Open Access
    12 Citations (Scopus)

  • Embedding for anomaly detection on health insurance claims

    Lu, J., Fung, B. C. M. & Cheung, W. K., Oct 2020, Proceedings - 2020 IEEE 7th International Conference on Data Science and Advanced Analytics, DSAA 2020. Webb, G., Zhang, Z., Tseng, V. S., Williams, G., Vlachos, M. & Cao, L. (eds.). IEEE, p. 459-468 10 p. 9259993. (Proceedings - 2020 IEEE 7th International Conference on Data Science and Advanced Analytics, DSAA 2020).

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

    8 Citations (Scopus)

  • Emotion Transfer for 3D Hand Motion using StarGAN

    Chan, J. C. P., Irimia, A. S. & Ho, E. S. L., 10 Sept 2020, Computer Graphics and Visual Computing, CGVC 2020 - Proceedings. Ritsos, P. D. & Xu, K. (eds.). The Eurographics Association, p. 19-26 8 p. (Computer Graphics and Visual Computing, CGVC - Proceedings).

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

    2 Citations (Scopus)

  • Energy-efficient Inference Service of Transformer-based Deep Learning Models on GPUs

    Wang, Y., Wang, Q. & Chu, X., Nov 2020, Proceedings - IEEE Congress on Cybermatics: 2020 IEEE International Conferences on Internet of Things, iThings 2020, IEEE Green Computing and Communications, GreenCom 2020, IEEE Cyber, Physical and Social Computing, CPSCom 2020 and IEEE Smart Data, SmartData 2020. IEEE, p. 323-331 9 p. 9291633. (Proceedings - IEEE Congress on Cybermatics: 2020 IEEE International Conferences on Internet of Things, iThings 2020, IEEE Green Computing and Communications, GreenCom 2020, IEEE Cyber, Physical and Social Computing, CPSCom 2020 and IEEE Smart Data, SmartData 2020).

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

    3 Citations (Scopus)

  • Error Bound Analysis towards Fingerprint-based Positioning System Involving Grid Size Information

    Pu, Q. & Ng, J. K-Y., Dec 2020, 2020 IEEE Global Communications Conference, GLOBECOM 2020 - Proceedings. IEEE, 9348262. (2020 IEEE Global Communications Conference, GLOBECOM 2020 - Proceedings; vol. 2020-January).

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

    Open Access
    1 Citation (Scopus)

  • Facial Expression Recognition Using Spatial-Temporal Semantic Graph Network

    Zhou, J., Zhang, X., Liu, Y. & Lan, X., Oct 2020, 2020 IEEE International Conference on Image Processing, ICIP 2020 - Proceedings. IEEE Computer Society, p. 1961-1965 5 p. 9191181. (Proceedings - International Conference on Image Processing, ICIP; vol. 2020-October).

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

    Open Access
    31 Citations (Scopus)

  • FADNet: A Fast and Accurate Network for Disparity Estimation

    Wang, Q., Shi, S., Zheng, S., Zhao, K. & Chu, X., May 2020, 2020 IEEE International Conference on Robotics and Automation, ICRA 2020. IEEE, p. 101-107 7 p. 9197031. (Proceedings - IEEE International Conference on Robotics and Automation).

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

    57 Citations (Scopus)

  • Fine-Grained analysis of stability and generalization for stochastic gradient descent

    Lei, Y. & Ying, Y., Jul 2020, Proceedings of the 37th International Conference on Machine Learning, ICML 2020. Daumé III, H. & Singh, A. (eds.). ML Research Press, p. 5809-5819 11 p. (Proceedings of Machine Learning Research; vol. 119).

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

    Open Access
    26 Citations (Scopus)

  • Fmore: An Incentive Scheme of Multi-dimensional Auction for Federated Learning in MEC

    Zeng, R., Zhang, S., Wang, J. & Chu, X., Nov 2020, Proceedings - 2020 IEEE 40th International Conference on Distributed Computing Systems, ICDCS 2020. IEEE, p. 278-288 11 p. 9355731. (Proceedings - International Conference on Distributed Computing Systems; vol. 2020-November).

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

    132 Citations (Scopus)

  • Generate Neural Template Explanations for Recommendation

    Li, L., Zhang, Y. & Chen, L., 19 Oct 2020, CIKM 2020 - Proceedings of the 29th ACM International Conference on Information and Knowledge Management. Association for Computing Machinery (ACM), p. 755-764 10 p. (International Conference on Information and Knowledge Management, Proceedings).

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

    Open Access
    83 Citations (Scopus)

  • GPGPU performance estimation for frequency scaling using cross-benchmarking

    Wang, Q., Liu, C. & Chu, X., 23 Feb 2020, GPGPU 2020 - Proceedings of the 2020 General Purpose Processing Using GPU. Association for Computing Machinery (ACM), p. 31-40 10 p. (GPGPU 2020 - Proceedings of the 2020 General Purpose Processing Using GPU).

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

    2 Citations (Scopus)

  • Graph-DPP: Sampling diverse neighboring nodes via determinantal point process

    Zheng, Y., Wu, J., Zhang, X. & Chu, X., Dec 2020, Proceedings - 2020 IEEE/WIC/ACM International Joint Conference on Web Intelligence and Intelligent Agent Technology, WI-IAT 2020. He, J., Purohit, H., Huang, G., Gao, X. & Deng, K. (eds.). IEEE, p. 540-545 6 p. (Proceedings - IEEE/WIC/ACM International Joint Conference on Web Intelligence and Intelligent Agent Technology, WI-IAT).

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

    1 Citation (Scopus)