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  • 2022

    Memory-aligned Knowledge Graph for Clinically Accurate Radiology Image Report Generation

    Yan, S., May 2022, BioNLP 2022 @ ACL 2022 - Proceedings of the 21st Workshop on Biomedical Language Processing. Demner-Fushman, D., Cohen, K. B., Ananiadou, S. & Tsujii, J. (eds.). Association for Computational Linguistics (ACL), p. 116-122 7 p. (Proceedings of the Workshop on Biomedical Language Processing).

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

    Open Access
    10 Citations (Scopus)

  • Meta Discovery: Learning to Discover Novel Classes given Very Limited Data

    Chi, H., Liu, F., Han, B., Yang, W., Lan, L., Liu, T., Niu, G., Zhou, M. & Sugiyama, M., 25 Apr 2022, Proceedings of Tenth International Conference on Learning Representations, ICLR 2022. International Conference on Learning Representations, p. 1-20 20 p.

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

    Open Access
    17 Citations (Scopus)

  • METAMVGL: A Multi-View Graph-Based Metagenomic Contig Binning Algorithm by Integrating Assembly and Paired-End Graphs

    Zhang, Z. & Zhang, L., Aug 2022, 19th Asia Pacific Bioinformatics Conference (APBC 2021). New York: Curran Associates, Inc., p. 55-67 13 p.

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

  • MFF-AMD: Multivariate Feature Fusion for Android Malware Detection

    Xu, G., Feng, M., Jiao, L., Liu, J., Dai, H. N., Wang, D., Panaousis, E. & Zheng, X., 1 Jan 2022, Collaborative Computing: 17th EAI International Conference, CollaborateCom 2021, Virtual Event, October 16-18, 2021, Proceedings, Part I. Gao, H. & Wang, X. (eds.). 1st ed. Springer Cham, p. 368-385 18 p. (Lecture Notes of the Institute for Computer Sciences, Social-Informatics and Telecommunications Engineering, LNICST; vol. 406)(CollaborateCom: International Conference on Collaborative Computing: Networking, Applications and Worksharing).

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

    1 Citation (Scopus)

  • Modeling Adversarial Noise for Adversarial Training

    Zhou, D., Wang, N., Han, B. & Liu, T., 17 Jul 2022, Proceedings of 39th International Conference on Machine Learning (ICML 2022). Chaudhuri, K., Jegelka, S., Song, L., Szepesvari, C., Niu, G. & Sabato, S. (eds.). ML Research Press, p. 27353-27366 14 p. (Proceedings of Machine Learning Research; vol. 162).

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

    Open Access
    12 Citations (Scopus)

  • Multiple Neighbor Relation Enhanced Graph Collaborative Filtering

    Lai, R., Xiao, S., Chen, R., Chen, L., Han, Q. & Li, L., 17 Nov 2022, 2022 IEEE/WIC/ACM International Joint Conference on Web Intelligence and Intelligent Agent Technology (WI-IAT). Zhao, J., Fan, Y., Bagheri, E., Fuhr, N. & Takasu, A. (eds.). Niagara Falls, ON, Canada: IEEE, p. 40-47 8 p. (Proceedings-2022 IEEE/WIC/ACM International Joint Conference on Web Intelligence and Intelligent Agent Technology WI-IAT 2022).

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

    1 Citation (Scopus)

  • MVSPlenOctree: Fast and Generic Reconstruction of Radiance Fields in PlenOctree from Multi-view Stereo

    Xing, W. & Chen, J., 10 Oct 2022, MM '22: Proceedings of the 30th ACM International Conference on Multimedia. Association for Computing Machinery (ACM), p. 5114–5122 9 p.

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

    9 Citations (Scopus)

  • NDF: Neural Deformable Fields for Dynamic Human Modelling

    Zhang, R. & Chen, J., 12 Nov 2022, Computer Vision – ECCV 2022 : 17th European Conference, Tel Aviv, Israel, October 23–27, 2022, Proceedings, Part XXXII. Avidan, S., Brostow, G., Cissé, M., Farinella, G. M. & Hassner, T. (eds.). 1st ed. Springer Cham, p. 37-52 16 p. (Lecture Notes in Computer Science; vol. 13692).

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

    9 Citations (Scopus)

  • Neural Transmitted Radiance Fields

    Zhu, C., Wan, R. & Shi, B., 29 Nov 2022, 36th Conference on Neural Information Processing Systems (NeurIPS 2022). Neural Information Processing Systems Foundation, p. 1-13 13 p. (Advances in Neural Information Processing Systems; vol. 35)(NeurIPS Proceedings).

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

    Open Access
    18 Citations (Scopus)

  • NEX+: Novel View Synthesis with Neural Rregularisation over Multi-Plane Images

    Xing, W. & Chen, J., 23 May 2022, ICASSP 2022 - 2022 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP). IEEE, p. 1581-1585 5 p. (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)

  • Non-Abelian braiding of sound and light

    Ma, G., 19 Jul 2022, META 2022 Torremolinos - Spain: The 12th International Conference on Metamaterials, Photonic Crystals and Plasmonics. Zouhdi, S. (ed.). p. 578 1 p. (International Conference on Metamaterials, Photonic Crystals and Plasmonics).

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

    Open Access

  • Online Model Updating with Analog Aggregation in Wireless Edge Learning

    Wang, J., Dong, M., Liang, B., Boudreau, G. & Abou-Zeid, H., May 2022, INFOCOM 2022 - IEEE Conference on Computer Communications. IEEE, p. 1229-1238 10 p. (Proceedings of IEEE Conference on Computer Communications; vol. 2022-May).

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

    9 Citations (Scopus)

  • OpenOOD: Benchmarking Generalized Out-of-Distribution Detection

    Yang, J., Wang, P., Zou, D., Zhou, Z., Ding, K., Peng, W., Wang, H., Chen, G., Li, B., Sun, Y., Du, X., Zhou, K., Zhang, W., Hendrycks, D., Li, Y. & Liu, Z., Nov 2022, 36th Conference on Neural Information Processing Systems, NeurIPS 2022. Koyejo, S., Mohamed, S., Agarwal, A., Belgrave, D., Cho, K. & Oh, A. (eds.). Neural Information Processing Systems Foundation, p. 1-14 14 p. (Advances in Neural Information Processing Systems; vol. 35)(NeurIPS Proceedings).

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

    Open Access
    106 Citations (Scopus)

  • Open-Vocabulary DETR with Conditional Matching

    Zang, Y., Li, W., Zhou, K., Huang, C. & Loy, C. C., 5 Nov 2022, Computer Vision – ECCV 2022: 17th European Conference, Tel Aviv, Israel, October 23–27, 2022, Proceedings, Part IX. Avidan, S., Brostow, G., Cissé, M., Farinella, G. M. & Hassner, T. (eds.). 1st ed. Cham: Springer, p. 106-122 17 p. (Lecture Notes in Computer Science; vol. 13669)(ECCV: European Conference on Computer Vision).

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

    100 Citations (Scopus)

  • Panoptic Scene Graph Generation

    Yang, J., Ang, Y. Z., Guo, Z., Zhou, K., Zhang, W. & Liu, Z., 29 Oct 2022, Computer Vision – ECCV 2022: 17th European Conference, Tel Aviv, Israel, October 23–27, 2022, Proceedings, Part XXVII. Avidan, S., Brostow, G., Cissé, M., Farinella, G. M. & Hassner, T. (eds.). 1st ed. Springer, p. 178-196 19 p. (Lecture Notes in Computer Science; vol. 13687).

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

    65 Citations (Scopus)

  • PAW: Data Partitioning Meets Workload Variance

    Li, Z., Yiu, M. L. & Chan, T. N., May 2022, Proceedings - 2022 IEEE 38th International Conference on Data Engineering, ICDE 2022. IEEE, p. 123-135 13 p. (Proceedings of IEEE International Conference on Data Engineering (ICDE)).

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

    6 Citations (Scopus)

  • Performance Analysis on Age of Information for Covert IoT Communication Systems

    Wang, D., Wang, J., Zhao, X., Zhang, N., Dai, H. N. & Li, Z., 16 May 2022, ICC 2022 - IEEE International Conference on Communications, Proceedings. IEEE, p. 2224-2229 6 p. (IEEE International Conference on Communications; vol. 2022-May).

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

    1 Citation (Scopus)

  • PGPregel: An End-to-End System for Privacy-Preserving Graph Processing in Geo-Distributed Data Centers

    Zhou, A. C., Qiu, R., Lambert, T., Allard, T., Ibrahim, S. & Abbadi, A. E., 7 Nov 2022, SoCC '22: Proceedings of the 13th Symposium on Cloud Computing. New York: Association for Computing Machinery (ACM), p. 386-402 17 p.

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

    5 Citations (Scopus)

  • PLAYPEN: Plug-and-Play Visual Graph Query Interfaces for Top-down and Bottom-Up Search on Large Networks

    Yuan, Z., Chua, H. E., Bhowmick, S. S., Ye, Z., Choi, B. K. K. & Han, W. S., 11 Jun 2022, SIGMOD '22: Proceedings of the 2022 International Conference on Management of Data. Association for Computing Machinery (ACM), p. 2381-2384 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

    5 Citations (Scopus)

  • Pluralistic Image Completion with Gaussian Mixture Models

    Xia, X., Yang, W., Ren, J., Li, Y., Zhan, Y., Han, B. & Liu, T., 28 Nov 2022, NIPS '22: Proceedings of the 36th International Conference on Neural Information Processing Systems. Koyejo, S., Mohamed, S., Agarwal, A., Belgrave, D., Cho, K. & Oh, A. (eds.). Neural information processing systems foundation, p. 24087-24100 14 p. 1749. (Advances in Neural Information Processing Systems; vol. 35).

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

    Open Access
    7 Citations (Scopus)

  • Proactive look-ahead control of transaction flows for high-throughput payment channel network

    Chen, W., Qiu, X., Hong, Z., Zheng, Z., Dai, H. N. & Zhang, J., 7 Nov 2022, SoCC '22: Proceedings of the 13th Symposium on Cloud Computing. Association for Computing Machinery (ACM), p. 429-444 16 p. (Proceedings of the Symposium on Cloud Computing).

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

    5 Citations (Scopus)

  • Reducing Annotation Need in Self-explanatory Models for Lung Nodule Diagnosis

    Lu, J., Yin, C., Krause, O., Erleben, K., Nielsen, M. B. & Darkner, S., 1 Oct 2022, Interpretability of Machine Intelligence in Medical Image Computing: 5th International Workshop, iMIMIC 2022, Held in Conjunction with MICCAI 2022, Singapore, Singapore, September 22, 2022, Proceedings. Reyes, M., Henriques Abreu, P. & Cardoso, J. (eds.). 1st ed. Springer Cham, p. 33-43 11 p. (Lecture Notes in Computer Science; vol. 13611)(iMIMIC: International Workshop on Interpretability of Machine Intelligence in Medical Image Computing).

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

    3 Citations (Scopus)

  • Reinforcement Subgraph Reasoning for Fake News Detection

    Yang, R., Wang, X., Jin, Y., Li, C., Lian, J. & Xie, X., 14 Aug 2022, KDD 2022 - Proceedings of the 28th ACM SIGKDD Conference on Knowledge Discovery and Data Mining. Zhang, A. & Rangwala, H. (eds.). Association for Computing Machinery (ACM), p. 2253-2262 10 p. (Proceedings of the ACM SIGKDD International Conference on Knowledge Discovery and Data Mining).

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

    52 Citations (Scopus)

  • Reliable Adversarial Distillation with Unreliable Teachers

    Zhu, J., Yao, J., Han, B., Zhang, J., Liu, T., Niu, G., Zhou, J., XU, J. & Yang, H., 25 Apr 2022, Proceedings of Tenth International Conference on Learning Representations, ICLR 2022. International Conference on Learning Representations, 15 p.

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

    Open Access
    23 Citations (Scopus)

  • Robust Weight Perturbation for Adversarial Training

    Yu, C., Han, B., Gong, M., Shen, L., Ge, S., Bo, D. & Liu, T., 23 Jul 2022, Proceedings of the 31st International Joint Conference on Artificial Intelligence, IJCAI 2022. De Raedt, L. (ed.). International Joint Conferences on Artificial Intelligence, p. 3688-3694 7 p. (IJCAI International Joint Conference on Artificial Intelligence).

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

    Open Access
    6 Citations (Scopus)

  • RSA: Reducing Semantic Shift from Aggressive Augmentations for Self-supervised Learning

    Bai, Y., Yang, E., Wang, Z., Du, Y., Han, B., Deng, C., Wang, D. & Liu, T., 28 Nov 2022, NIPS '22: Proceedings of the 36th International Conference on Neural Information Processing Systems. Koyejo, S., Mohamed, S., Agarwal, A., Belgrave, D., Cho, K. & Oh, A. (eds.). Neural information processing systems foundation, p. 21128-21141 14 p. 1536. (Advances in Neural Information Processing Systems; vol. 35).

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

    Open Access
    8 Citations (Scopus)

  • Scalable and Effective Bipartite Network Embedding

    Yang, R., Shi, J., Huang, K. & Xiao, X., 11 Jun 2022, SIGMOD '22: Proceedings of the 2022 International Conference on Management of Data. Association for Computing Machinery (ACM), p. 1977-1991 15 p. (Proceedings of the ACM SIGMOD International Conference on Management of Data).

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

    Open Access
    13 Citations (Scopus)

  • Secure data sharing and analytics with blockchain and trusted computing technologies

    Xu, J., Nov 2022, IEEE Hong Kong Section 50th Anniversary 1972-2022: Advance Technology for Huminity – The Tech-Biz Intelligence. Siu, W.-C., Chan, H. A. & Chan, P. (eds.). Hong Kong: IEEE, p. 48-49 2 p. (IEEE Region 10 Annual International Conference, Proceedings/TENCON; vol. 2022-November).

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

    Open Access

  • Semi-Online Precoding with Information Parsing for Cooperative MIMO Wireless Networks

    Wang, J., Liang, B., Dong, M., Boudreau, G. & Abou-Zeid, H., May 2022, INFOCOM 2022 - IEEE Conference on Computer Communications. IEEE, p. 150-159 10 p. (Proceedings of IEEE International Conference on Computer Communications; vol. 2022-May).

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

    1 Citation (Scopus)

  • Sequence Q-Learning Algorithm for Optimal Mobility-Aware User Association

    Ning, W., Xu, Z., Wu, J. & Tong, T., May 2022, ICC 2022 - IEEE International Conference on Communications. IEEE, p. 726-732 7 p. (IEEE International Conference on Communications (ICC); vol. 2022-May).

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

  • SimT: Handling Open-set Noise for Domain Adaptive Semantic Segmentation

    Guo, X., Liu, J., Liu, T. & Yuan, Y., 18 Jun 2022, Proceedings - 2022 IEEE/CVF Conference on Computer Vision and Pattern Recognition, CVPR 2022. IEEE, p. 7022-7031 10 p. (Proceedings of the IEEE Computer Society Conference on Computer Vision and Pattern Recognition; vol. 2022-June).

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

    24 Citations (Scopus)

  • Sketching as a Tool for Understanding and Accelerating Self-attention for Long Sequences

    Chen, Y., Zeng, Q., Hakkani-Tur, D., Jin, D., Ji, H. & Yang, Y., Jul 2022, Proceedings of the 2022 Conference of the North American Chapter of the Association for Computational Linguistics : Human Language Technologies. Association for Computational Linguistics (ACL), p. 5187-5199 13 p.

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

    Open Access
    4 Citations (Scopus)

  • SLAM: Efficient Sweep Line Algorithms for Kernel Density Visualization

    Chan, T. N., U, L. H., Choi, B. K. K. & Xu, J., Jun 2022, SIGMOD '22: Proceedings of the 2022 International Conference on Management of Data. Association for Computing Machinery (ACM), p. 2120–2134 15 p. (Proceedings of the ACM SIGMOD International Conference on Management of Data).

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

    10 Citations (Scopus)

  • Spin-orbit interactions of transverse sound

    Wang, S., Zhang, G., Wang, X., Tong, Q., Li, J. & Ma, G., 19 Jul 2022, META 2022 Torremolinos - Spain: The 12th International Conference on Metamaterials, Photonic Crystals and Plasmonics. Zouhdi, S. (ed.). p. 482 1 p. (International Conference on Metamaterials, Photonic Crystals and Plasmonics).

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

    Open Access

  • Structural Identity Representation Learning of Blockchain Transaction Network for Metaverse

    Tao, B., Dai, H. N., Xie, H. & Wang, F. L., Sept 2022, 2022 IEEE 24th International Workshop on Multimedia Signal Processing, MMSP 2022. IEEE, p. 1-6 6 p. (Proceedings of International Workshop on Multimedia Signal Processing (MMSP)).

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

    3 Citations (Scopus)

  • SVD-PINNs: Transfer Learning of Physics-Informed Neural Networks via Singular Value Decomposition

    Gao, Y., Cheung, K. C. & Ng, M. K., 4 Dec 2022, Proceedings of the 2022 IEEE Symposium Series on Computational Intelligence, SSCI 2022. Ishibuchi, H., Kwoh, C.-K., Tan, A.-H., Srinivasan, D., Miao, C., Trivedi, A. & Crockett, K. (eds.). 1st ed. IEEE, p. 1443-1450 8 p. (Proceedings of the 2022 IEEE Symposium Series on Computational Intelligence, SSCI 2022).

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

    12 Citations (Scopus)

  • Synergy-of-Experts: Collaborate to Improve Adversarial Robustness

    Cui, S., Zhang, J., Liang, J., Han, B., Sugiyama, M. & Zhang, C., 28 Nov 2022, NIPS '22: Proceedings of the 36th International Conference on Neural Information Processing Systems. Koyejo, S., Mohamed, S., Agarwal, A., Belgrave, D., Cho, K. & Oh, A. (eds.). Neural information processing systems foundation, p. 32552-32567 16 p. 2359. (Advances in Neural Information Processing Systems; vol. 35).

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

    Open Access
    4 Citations (Scopus)

  • Temporal-MPI: Enabling Multi-Plane Images for Dynamic Scene Modelling via Temporal Basis Learning

    Xing, W. & Chen, J., 31 Oct 2022, Computer Vision – ECCV 2022: 17th European Conference, Tel Aviv, Israel, October 23–27, 2022, Proceedings, Part XV. Avidan, S., Brostow, G., Cissé, M., Farinella, G. M. & Hassner, T. (eds.). 1st ed. Springer Cham, p. 323–338 16 p.

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

    7 Citations (Scopus)

  • Towards Deepening Graph Neural Networks: A GNTK-based Optimization Perspective

    Huang, W., Li, Y., Du, W., Yin, J., Xu, R. Y. D., Chen, L. & Zhang, M., 25 Apr 2022, Proceedings of Tenth International Conference on Learning Representations, ICLR 2022. International Conference on Learning Representations, p. 1-26 26 p.

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

    Open Access

  • Towards Fine-Grained Reasoning for Fake News Detection

    Jin, Y., Wang, X., Yang, R., Sun, Y., Wang, W., Liao, H. & Xie, X., 30 Jun 2022, Proceedings of the 36th AAAI Conference on Artificial Intelligence, AAAI 2022. Association for the Advancement of Artificial Intelligence, p. 5746-5754 9 p. (Proceedings of the AAAI Conference on Artificial Intelligence; vol. 36, no. 5).

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

    Open Access
    67 Citations (Scopus)

  • Towards Lightweight Black-Box Attack Against Deep Neural Networks

    Sun, C., Zhang, Y., Wan, C., Wang, Q., Li, Y., Liu, T., Han, B. & Tian, X., 28 Nov 2022, NIPS '22: Proceedings of the 36th International Conference on Neural Information Processing Systems. Koyejo, S., Mohamed, S., Agarwal, A., Belgrave, D., Cho, K. & Oh, A. (eds.). Neural Information Processing Systems Foundation, p. 19319-19331 13 p. 1404. (Advances in Neural Information Processing Systems; vol. 35)(NeurIPS Proceedings).

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

    Open Access
    12 Citations (Scopus)

  • TUR: Utilizing Temporal Information to Make Unexpected E-Commerce Recommendations

    Ni, Y., Wang, N., Chen, L., Chen, R. & Li, L., 6 Nov 2022, Web Information Systems Engineering – WISE 2022: 23rd International Conference, Biarritz, France, November 1–3, 2022, Proceedings. Chbeir, R., Huang, H., Silvestri, F., Manolopoulos, Y. & Zhang, Y. (eds.). 1st ed. Springer Cham, p. 553-563 11 p. (Lecture Notes in Computer Science; vol. 13724)(WISE: International Conference on Web Information Systems Engineering).

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

  • Understanding and Improving Graph Injection Attack by Promoting Unnoticeability

    Chen, Y., Yang, H., Zhang, Y., Ma, K., Liu, T., Han, B. & Cheng, J., 25 Apr 2022, Proceedings of Tenth International Conference on Learning Representations, ICLR 2022. International Conference on Learning Representations, p. 1-42 42 p.

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

    Open Access
    63 Citations (Scopus)

  • Understanding Robust Overfitting of Adversarial Training and Beyond

    Yu, C., Han, B., Shen, L., Yu, J., Gong, C., Gong, M. & Liu, T., 17 Jul 2022, Proceedings of 39th International Conference on Machine Learning (ICML 2022). Chaudhuri, K., Jegelka, S., Song, L., Szepesvari, C., Niu, G. & Sabato, S. (eds.). ML Research Press, p. 25595-25610 16 p. (Proceedings of Machine Learning Research; vol. 162).

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

    Open Access
    50 Citations (Scopus)

  • Unknown-Oriented Learning for Open Set Domain Adaptation

    Liu, J., Guo, X. & Yuan, Y., 2 Nov 2022, Computer Vision – ECCV 2022: 17th European Conference, Tel Aviv, Israel, October 23–27, 2022, Proceedings, Part XXXIII. Avidan, S., Brostow, G., Cissé, M., Farinella, G. M. & Hassner, T. (eds.). Springer Cham, p. 334-350 17 p. (Lecture Notes in Computer Science; vol. 13693)(ECCV: European Conference on Computer Vision).

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

    4 Citations (Scopus)

  • Variance-Reduced Randomized Kaczmarz Algorithm In Xfel Single-Particle Imaging Phase Retrieval

    Xian, Y., Liu, H., Tai, X. & Wang, Y., 16 Oct 2022, 2022 IEEE International Conference on Image Processing (ICIP). IEEE, p. 3186-3190 5 p. (IEEE International Conference on Image Processing).

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

  • vChain+: Optimising Verifiable Blockchain Boolean Range Queries

    Wang, H., Xu, C., Zhang, C., Xu, J., Peng, Z. & Pei, J., May 2022, Proceedings - 2022 IEEE 38th International Conference on Data Engineering, ICDE 2022. IEEE, p. 1927-1940 14 p. (Proceedings of IEEE International Conference on Data Engineering (ICDE)).

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

    Open Access
    File
    70 Citations (Scopus)
    329 Downloads (Pure)

  • Virtual Homogeneity Learning: Defending against Data Heterogeneity in Federated Learning

    Tang, Z., Zhang, Y., Shi, S., He, X., Han, B. & Chu, X., 17 Jul 2022, Proceedings of 39th International Conference on Machine Learning (ICML 2022). Chaudhuri, K., Jegelka, S., Song, L., Szepesvari, C., Niu, G. & Sabato, S. (eds.). ML Research Press, p. 21111-21132 22 p. (Proceedings of Machine Learning Research; vol. 162).

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

    Open Access
    52 Citations (Scopus)

  • Watermarking for Out-of-distribution Detection

    Wang, Q., Liu, F., Zhang, Y., Zhang, J., Gong, C., Liu, T. & Han, B., 28 Nov 2022, 36th Conference on Neural Information Processing Systems (NeurIPS 2022). Koyejo, S., Mohamed, S., Agarwal, A., Belgrave, D., Cho, K. & Oh, A. (eds.). Neural Information Processing Systems Foundation, p. 1-13 13 p. (Advances in Neural Information Processing Systems; vol. 35)(NeurIPS Proceedings).

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

    Open Access
    29 Citations (Scopus)

  • ZooD: Exploiting Model Zoo for Out-of-Distribution Generalization

    Dong, Q., Muhammad, A., Zhou, F., Xie, C., Hu, T., Yang, Y., Bae, S.-H. & Li, Z., 30 Nov 2022, 36th Conference on Neural Information Processing Systems (NeurIPS 2022). Neural Information Processing Systems Foundation, p. 1-16 16 p. (Advances in Neural Information Processing Systems; vol. 35)(NeurIPS Proceedings).

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

    Open Access
    7 Citations (Scopus)