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  • 2023

    Disentangled Negative Sampling for Collaborative Filtering

    Lai, R., Chen, L., Zhao, Y., Chen, R. & Han, Q., 27 Feb 2023, WSDM '23: Proceedings of the Sixteenth ACM International Conference on Web Search and Data Mining. Association for Computing Machinery (ACM), p. 96-104 9 p. (WSDM - Proceedings of the ACM International Conference on Web Search and Data Mining).

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

    8 Citations (Scopus)

  • Distributed (α, β)-Core Decomposition over Bipartite Graphs

    Liu, Q., Liao, X., Huang, X., Xu, J. & Gao, Y., 3 Apr 2023, Proceedings - 2023 IEEE 39th International Conference on Data Engineering, ICDE 2023. Anaheim, CA, USA: IEEE, p. 909-921 13 p. (Proceedings - International Conference on Data Engineering; vol. 2023-April).

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

    12 Citations (Scopus)

  • Diversified Outlier Exposure for Out-of-Distribution Detection via Informative Extrapolation

    Zhu, J., Geng, Y., Yao, J., Liu, T., Niu, G., Sugiyama, M. & Han, B., 13 Dec 2023, 37th Conference on Neural Information Processing Systems, NeurIPS 2023. Oh, A., Naumann, T., Globerson, A., Saenko, K., Hardt, M. & Levine, S. (eds.). Neural Information Processing Systems Foundation, 33 p. (Advances in Neural Information Processing Systems; vol. 36)(NeurIPS Proceedings).

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

    Open Access
    5 Citations (Scopus)

  • Diversity-enhancing Generative Network for Few-shot Hypothesis Adaptation

    Dong, R., Liu, F., Chi, H., Liu, T., Gong, M., Niu, G., Sugiyama, M. & Han, B., Jul 2023, Proceedings of 40th International Conference on Machine Learning, ICML 2023. Krause, A., Brunskill, E., Cho, K., Engelhardt, B., Sabato, S. & Scarlett, J. (eds.). ML Research Press, p. 8260-8275 16 p. (Proceedings of Machine Learning Research; vol. 202).

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

    Open Access
    2 Citations (Scopus)

  • Does Invariant Graph Learning via Environment Augmentation Learn Invariance?

    Chen, Y., Bian, Y., Zhou, K., Xie, B., Han, B. & Cheng, J., 10 Dec 2023, 37th Conference on Neural Information Processing Systems, NeurIPS 2023. Oh, A., Naumann, T., Globerson, A., Saenko, K., Hardt, M. & Levine, S. (eds.). Neural Information Processing Systems Foundation, 34 p. 198465. (Advances in Neural Information Processing Systems; vol. 36)(NeurIPS Proceedings).

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

    Open Access
    16 Citations (Scopus)

  • Domain Decorrelation with Potential Energy Ranking

    Pei, S., Sun, J., Xu, R. Y. D., Xiang, S. & Meng, G., 27 Jun 2023, Proceedings of 37th AAAI Conference on Artificial Intelligence, AAAI 2023. Williams, B., Chen, Y. & Neville, J. (eds.). 1st ed. Washington, DC: AAAI press, p. 2020-2028 9 p. (Proceedings of the AAAI Conference on Artificial Intelligence; vol. 37, no. 2).

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

    Open Access
    2 Citations (Scopus)

  • Doubly Intention Learning for Cold-start Recommendation with Uncertainty-aware Stochastic Meta Process

    Liu, H., Zhou, M., Jing, L. & Ng, M. K., 27 Oct 2023, MM 2023 - Proceedings of the 31st ACM International Conference on Multimedia. 1st ed. Association for Computing Machinery (ACM), p. 6212-6222 11 p. (Proceedings of the ACM International Conference on Multimedia).

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

  • DTPP-DFL: A Dropout-Tolerated Privacy-Preserving Decentralized Federated Learning Framework

    Chen, T., Wang, X. F., Dai, H. N., Yang, H. M., Zhou, R. & Zhang, X. S., Dec 2023, GLOBECOM 2023 - 2023 IEEE Global Communications Conference. IEEE, p. 2554-2559 6 p. (Proceedings - IEEE Global Communications Conference, GLOBECOM).

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

  • Dual-Bridging With Adversarial Noise Generation for Domain Adaptive rPPG Estimation

    Du, J., Liu, S., Zhang, B. & Yuen, P. C., Jun 2023, Proceedings - 2023 IEEE/CVF Conference on Computer Vision and Pattern Recognition, CVPR 2023. IEEE, p. 10355-10364 10 p. (Proceedings of the IEEE Computer Society Conference on Computer Vision and Pattern Recognition; vol. 2023-June).

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

    Open Access
    16 Citations (Scopus)

  • Dual-Scale Interest Extraction Framework with Self-Supervision for Sequential Recommendation

    Chen, L., Lin, H., Ma, J. & Chen, G., 28 Sept 2023, ECAI 2023 - 26th European Conference on Artificial Intelligence, including 12th Conference on Prestigious Applications of Intelligent Systems, PAIS 2023 - Proceedings. Gal, K., Nowe, A., Nalepa, G. J., Fairstein, R. & Radulescu, R. (eds.). IOS Press BV, p. 405-412 8 p. (Frontiers in Artificial Intelligence and Applications; vol. 372).

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

    Open Access

  • DyVer: Dynamic Version Handling for Array Databases

    Zhou, A. C., Ke, Z. & Lao, J., 21 Jun 2023, ICS 2023 - Proceedings of the 37th International Conference on Supercomputing. 1st ed. Association for Computing Machinery (ACM), p. 144-154 11 p. (Proceedings of the International Conference on Supercomputing, ICS).

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

  • E2: Entropy Discrimination and Energy Optimization for Source-free Universal Domain Adaptation

    Shen, M., Ma, A. J. & Yuen, P. C., 10 Jul 2023, Proceedings - 2023 IEEE International Conference on Multimedia and Expo, ICME 2023. Brisbane, Australia: IEEE, p. 2705-2710 6 p. (Proceedings - IEEE International Conference on Multimedia and Expo; vol. 2023-July).

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

    3 Citations (Scopus)

  • E-band Fourier domain mode locked laser and its application in optical coherence tomography

    Shi, Y., Huang, D., Li, Y., Li, F. & Wai, A., 26 Jun 2023, 2023 Conference on Lasers and Electro-Optics Europe and European Quantum Electronics Conference, CLEO/Europe-EQEC 2023. Munich, Germany: IEEE, 1 p. (Conference on Lasers and Electro-Optics Europe and European Quantum Electronics Conference, CLEO/Europe-EQEC).

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

  • Efficient and Effective Edge-wise Graph Representation Learning

    Wang, H., Yang, R., Huang, K. & Xiao, X., Aug 2023, KDD '23: Proceedings of the 29th ACM SIGKDD Conference on Knowledge Discovery and Data Mining. Singh, A. & Sun, Y. (eds.). Association for Computing Machinery (ACM), p. 2326–2336 11 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

    Open Access
    7 Citations (Scopus)

  • Efficient Approximation Algorithms for Spanning Centrality

    Zhang, S., Yang, R., Tang, J., Xiao, X. & Tang, B., Aug 2023, KDD '23: Proceedings of the 29th ACM SIGKDD Conference on Knowledge Discovery and Data Mining. Singh, A. & Sun, Y. (eds.). Association for Computing Machinery (ACM), p. 3386–3395 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

    Open Access
    1 Citation (Scopus)

  • Enhancing Low-light Images using Infrared Encoded Images

    Tian, S., Wang, Y., Wan, R., Yang, W., Kot, A. C. & Wen, B., 8 Oct 2023, 2023 IEEE International Conference on Image Processing (ICIP). IEEE, p. 465-469 5 p. (IEEE International Conference on Image Processing, ICIP).

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

  • Epidemiology-aware Deep Learning for Infectious Disease Dynamics Prediction

    Liu, M., Liu, Y. & Liu, J., 21 Oct 2023, CIKM 2023 - Proceedings of the 32nd ACM International Conference on Information and Knowledge Management. Association for Computing Machinery (ACM), p. 4084-4088 5 p. (International Conference on Information and Knowledge Management, Proceedings).

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

    3 Citations (Scopus)

  • Equilibrium Modelling and Analysis in Energy Market with a Novel Procurement Mechanism for Flexible Ramping Products

    Gao, X., Zhu, Z., Chan, K. W., Bu, S., Or, S. W. & Zhang, J., 25 Jun 2023, 2023 IEEE Belgrade PowerTech, PowerTech 2023. 1st ed. IEEE, 6 p. (Power Tech Conference).

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

  • Evaluation and Optimization of Gradient Compression for Distributed Deep Learning

    Zhang, L., Zhang, L., Shi, S., Chu, X. & Li, B., 18 Jul 2023, Proceedings - 2023 IEEE 43rd International Conference on Distributed Computing Systems, ICDCS 2023. IEEE, p. 361-371 11 p. (Proceedings - International Conference on Distributed Computing Systems; vol. 2023-July).

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

    3 Citations (Scopus)

  • Example Evaluations of Plagiarism Cases Using FAIR Metrics and the PDP-DREAM Ontology

    Craig, A., Athreya, A. & Taswell, C., 9 Oct 2023, Proceedings 2023 IEEE 19th International Conference on e-Science, e-Science 2023. IEEE, 2 p. 64. (Proceedings of IEEE International Conference on e-Science).

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

    3 Citations (Scopus)

  • Explicifying Neural Implicit Fields for Efficient Dynamic Human Avatar Modeling via a Neural Explicit Surface

    Zhang, R., Chen, J. & Wang, Q., 27 Oct 2023, MM 2023 - Proceedings of the 31st ACM International Conference on Multimedia. Association for Computing Machinery (ACM), p. 1955-1963 9 p. (Proceedings of the ACM International Conference on Multimedia).

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

    1 Citation (Scopus)

  • Exploring Model Dynamics for Accumulative Poisoning Discovery

    Zhu, J., Guo, X., Yao, J., Du, C., He, L., Yuan, S., Liu, T., Wang, L. & Han, B., Jul 2023, Proceedings of the 40th International Conference on Machine Learning, ICML 2023. Krause, A., Brunskill, E., Cho, K., Engelhardt, B., Sabato, S. & Scarlett, J. (eds.). ML Research Press, Vol. 202. p. 42983-43004 22 p. (Proceedings of Machine Learning Research; vol. 202).

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

    Open Access

  • Federated Learning with Bilateral Curation for Partially Class-Disjoint Data

    Fan, Z., Zhang, R., Yao, J., Han, B., Zhang, Y. & Wang, Y., 10 Dec 2023, Advances in Neural Information Processing Systems 36 (NeurIPS 2023). Oh, A., Naumann, T., Globerson, A., Saenko, K., Hardt, M. & Levine, S. (eds.). Neural Information Processing Systems Foundation, 14 p. 198465. (Advances in Neural Information Processing Systems; vol. 36).

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

    Open Access
    9 Citations (Scopus)

  • FedFed: Feature Distillation against Data Heterogeneity in Federated Learning

    Yang, Z., Zhang, Y., Zheng, Y., Tian, X., Peng, H., Liu, T. & Han, B., 10 Dec 2023, 37th Conference on Neural Information Processing Systems, NeurIPS 2023. Oh, A., Naumann, T., Globerson, A., Saenko, K., Hardt, M. & Levine, S. (eds.). Neural Information Processing Systems Foundation, 32 p. 198465. (Advances in Neural Information Processing Systems; vol. 36)(NeurIPS Proceedings).

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

    Open Access
    29 Citations (Scopus)

  • Few-Shot Lip-Password Based Speaker Verification

    Hu, Z., Cheung, Y. M., Li, M. & Lan, W., 8 Oct 2023, 2023 IEEE International Conference on Image Processing, ICIP 2023 - Proceedings. 1st ed. IEEE Computer Society, p. 1960-1964 5 p. (Proceedings - International Conference on Image Processing, ICIP).

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

  • FlatMatch: Bridging Labeled Data and Unlabeled Data with Cross-Sharpness for Semi-Supervised Learning

    Huang, Z., Shen, L., Yu, J., Han, B. & Liu, T., 10 Dec 2023, Advances in Neural Information Processing Systems 36 (NeurIPS 2023). Oh, A., Naumann, T., Globerson, A., Saenko, K., Hardt, M. & Levine, S. (eds.). Neural Information Processing Systems Foundation, 21 p. 198465. (Advances in Neural Information Processing Systems; vol. 36).

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

    Open Access
    8 Citations (Scopus)

  • GCC-Speaker: Target Speaker Localization with Optimal Speaker-Dependent Weighting in Multi-Speaker Scenarios: Target Speaker Localization with Optimal Speaker-Dependent Weighting in Multi-Speaker Scenarios

    Li, G., Xue, W., Liu, W., Yi, J. & Tao, J., Jun 2023, ICASSP 2023 - 2023 IEEE International Conference on Acoustics, Speech and Signal Processing, Proceedings. IEEE, p. 1-5 5 p. (ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings; vol. 2023-June).

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

    1 Citation (Scopus)

  • Gene-induced Multimodal Pre-training for Image-omic Classification

    Jin, T., Xie, X., Wan, R., Li, Q. & Wang, Y., 8 Oct 2023, Medical Image Computing and Computer Assisted Intervention – MICCAI 2023: 26th International Conference, Vancouver, BC, Canada, October 8–12, 2023, Proceedings, Part VI. Greenspan, H., Madabhushi, A., Mousavi, P., Salcudean, S., Duncan, J., Syeda-Mahmood, T. & Taylor, R. (eds.). Cham: Springer, p. 508-517 10 p. (Lecture Notes in Computer Science; vol. 14225)(MICCAI: International Conference on Medical Image Computing and Computer-Assisted Intervention).

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

    6 Citations (Scopus)

  • Generalization Bounds for Inductive Matrix Completion in Low-Noise Settings

    Ledent, A., Alves, R., Lei, Y., Guermeur, Y. & Kloft, M., 27 Jun 2023, Proceedings of the 37th AAAI Conference on Artificial Intelligence. Williams, B., Chen, Y. & Neville, J. (eds.). Washington, DC: AAAI press, p. 8447-8455 9 p. (Proceedings of the AAAI Conference on Artificial Intelligence; vol. 37, no. 7).

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

    Open Access
    4 Citations (Scopus)

  • Gradient Descent Finds the Global Optima of Two-Layer Physics-Informed Neural Networks

    Gao, Y., Gu, Y. & Ng, M. K., Jul 2023, Proceedings of the 40th International Conference on Machine Learning. Krause, A., Brunskill, E., Cho, K., Engelhardt, B., Sabato, S. & Scarlett, J. (eds.). ML Research Press, p. 10676-10707 32 p. (Proceedings of Machine Learning Research; vol. 202).

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

    Open Access
    2 Citations (Scopus)

  • Hard Sample Matters a Lot in Zero-Shot Quantization

    Li, H., Wu, X., Lv, F., Liao, D., Li, T. H., Zhang, Y., Han, B. & Tan, M., 17 Jun 2023, 2023 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR). California: IEEE, p. 24417-24426 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

    15 Citations (Scopus)

  • Harnessing Out-Of-Distribution Examples via Augmenting Content and Style

    Huang, Z., Xia, X., Shen, L., Han, B., Gong, M., Gong, C. & Liu, T., 1 May 2023, Proceedings of the Eleventh International Conference on Learning Representations, ICLR 2023. International Conference on Learning Representations, p. 1-19 19 p. (Proceedings of the International Conference on Learning Representations).

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

    Open Access
    25 Citations (Scopus)

  • High-Speed Image Edge Detector Based on Thin-Film Lithium Niobate

    Feng, H., Ge, T., Guo, X., Yuan, Y. & Wang, C., 2 Jul 2023, 2023 Opto-Electronics and Communications Conference (OECC). IEEE, 3 p. (OptoElectronics and Communications Conference, OECC).

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

  • Holistic Label Correction for Noisy Multi-Label Classification

    Xia, X., Deng, J., Bao, W., Du, Y., Han, B., Shan, S. & Liu, T., 1 Oct 2023, Proceedings - 2023 IEEE/CVF International Conference on Computer Vision, ICCV 2023. IEEE, p. 1483-1493 11 p. (Proceedings of the IEEE International Conference on Computer Vision).

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

    9 Citations (Scopus)

  • Hypervolume Maximization: A Geometric View of Pareto Set Learning

    Zhang, X., Lin, X., Xue, B., Chen, Y. & Zhang, Q., Dec 2023, 37th Conference on Neural Information Processing Systems, NeurIPS 2023. Oh, A., Naumann, T., Globerson, A., Saenko, K., Hardt, M. & Levine, S. (eds.). Neural Information Processing Systems Foundation, p. 1-28 28 p. (Advances in Neural Information Processing Systems; vol. 36)(NeurIPS Proceedings).

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

    Open Access
    10 Citations (Scopus)

  • IDDF2023-ABS-0084 Ambient fine particulate matter (PM2.5) exposure triggered liver metabolic reprogramming via cysteine oxidation on malate dehydrogenase 2 (MDH2) and carnitine palmitoyltransferase ii (CPT2) in mice

    Zhu, L., Song, Y., Zhu, Z., Diao, X., Xie, G., Li, R., Zhao, H., Dong, C. & Cai, Z., Jun 2023, Abstracts of the International Digestive Disease Forum (IDDF), Hong Kong, 10–11 June 2023. El-Omar, E. (ed.). BMJ Publishing Group, p. A29-A32 4 p. (Gut; vol. 72, no. Suppl 1).

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

  • InstanT: Semi-supervised Learning with Instance-dependent Thresholds

    Li, M., Wu, R., Liu, H., Yu, J., Yang, X., Han, B. & Liu, T., 10 Dec 2023, 37th Conference on Neural Information Processing Systems, NeurIPS 2023. Oh, A., Naumann, T., Globerson, A., Saenko, K., Hardt, M. & Levine, S. (eds.). Neural Information Processing Systems Foundation, 17 p. 198465. (Advances in Neural Information Processing Systems; vol. 36)(NeurIPS Proceedings).

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

    Open Access
    10 Citations (Scopus)

  • Invariant Learning via Probability of Sufficient and Necessary Causes

    Yang, M., Fang, Z., Zhang, Y., Du, Y., Liu, F., Ton, J. F., Wang, J. & Wang, J., Dec 2023, 37th Conference on Neural Information Processing Systems, NeurIPS 2023. Oh, A., Neumann, T., Globerson, A., Saenko, K., Hardt, M. & Levine, S. (eds.). Neural information processing systems foundation, 26 p. (Advances in Neural Information Processing Systems; vol. 36)(NeurIPS Proceedings).

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

    3 Citations (Scopus)

  • IRCasTRF: Inverse Rendering by Optimizing Cascaded Tensorial Radiance Fields, Lighting, and Materials From Multi-view Images

    Xing, W., Chen, J., Cheung, K. C. & See, S. C. W., 27 Oct 2023, MM 2023 - Proceedings of the 31st ACM International Conference on Multimedia. Association for Computing Machinery (ACM), p. 2644-2653 10 p. (Proceedings of the ACM International Conference on Multimedia).

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

    Open Access

  • Iterative Refinement for Multi-Source Visual Domain Adaptation (Extended abstract)

    Wu, H., Yan, Y., Lin, G., Yang, M., Ng, M. K. & Wu, Q., 3 Apr 2023, Proceedings - 2023 IEEE 39th International Conference on Data Engineering, ICDE 2023. Anaheim, CA, USA: IEEE, p. 3829-3830 2 p. (Proceedings - International Conference on Data Engineering; vol. 2023-April).

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

    1 Citation (Scopus)

  • I-Tuning: Tuning Frozen Language Models with Image for Lightweight Image Captioning

    Luo, Z., Hu, Z., Xi, Y., Zhang, R. & Ma, J., Jun 2023, ICASSP 2023 - 2023 IEEE International Conference on Acoustics, Speech and Signal Processing. IEEE, p. 1-5 5 p. (ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings).

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

    12 Citations (Scopus)

  • Kernel Density Visualization for Big Geospatial Data: Algorithms and Applications

    Chan, T. N., Leong , H. U., Choi, B., Xu, J. & Cheng, R., 3 Jul 2023, Proceedings - 2023 24th IEEE International Conference on Mobile Data Management, MDM 2023. 1st ed. IEEE, p. 231-234 4 p. (Proceedings - IEEE International Conference on Mobile Data Management; vol. 2023-July).

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

    5 Citations (Scopus)

  • Keyword-based Socially Tenuous Group Queries

    Zhu, H., Liu, W., Yin, J., Cui, N., Xu, J., Huang, X. & Lee, W. C., 3 Apr 2023, Proceedings - 2023 IEEE 39th International Conference on Data Engineering, ICDE 2023. IEEE, p. 965-977 (Proceedings - International Conference on Data Engineering; vol. 2023-April).

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

    1 Citation (Scopus)

  • K -STTN: Knowledge-induced Spatio- Temporal Transformer Networks for Traffic Forecasting

    Wan, Y., Li, J., Guo, Q., Peng, Y. & Shi, B., 26 Oct 2023, Proceedings - 2023 22nd IEEE/WIC International Conference on Web Intelligence and Intelligent Agent Technology, WI-IAT 2023. Gurrola, J. (ed.). IEEE, p. 563-568 6 p. (IEEE WIC ACM International Conference on Web Intelligence (WI) ).

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

    2 Citations (Scopus)

  • Label-Noise Learning with Intrinsically Long-Tailed Data

    Lu, Y., Zhang, Y., Han, B., Cheung, Y. M. & Wang, H., 2 Oct 2023, Proceedings - 2023 IEEE/CVF International Conference on Computer Vision, ICCV 2023. IEEE, p. 1369-1378 10 p. (Proceedings of the IEEE International Conference on Computer Vision).

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

    12 Citations (Scopus)

  • Label-Semantic-Enhanced Online Hashing for Efficient Cross-modal Retrieval

    Jiang, X., Liu, X., Cheung, Y. M., Xu, X., Zheng, S. & Li, T., 10 Jul 2023, Proceedings - 2023 IEEE International Conference on Multimedia and Expo, ICME 2023. IEEE, p. 984-989 6 p. (Proceedings - IEEE International Conference on Multimedia and Expo; vol. 2023-July).

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

    4 Citations (Scopus)

  • Large-scale Geospatial Analytics: Problems, Challenges, and Opportunities

    Chan, T. N., Leong, H. U., Choi, B., Xu, J. & Cheng, R., 5 Jun 2023, SIGMOD '23: Companion of the 2023 International Conference on Management of Data. Association for Computing Machinery (ACM), p. 21-29 9 p. (Proceedings of the ACM SIGMOD International Conference on Management of Data).

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

    4 Citations (Scopus)

  • Learning to Augment Distributions for Out-of-distribution Detection

    Wang, Q., Fang, Z., Zhang, Y., Liu, F., Li, Y. & Han, B., 14 Dec 2023, 37th Conference on Neural Information Processing Systems, NeurIPS 2023. Oh, A., Naumann, T., Globerson, A., Saenko, K., Hardt, M. & Levine, S. (eds.). Neural Information Processing Systems Foundation, 13 p. (Advances in Neural Information Processing Systems; vol. 36)(NeurIPS Proceedings).

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

    Open Access
    17 Citations (Scopus)

  • LexLIP: Lexicon-Bottlenecked Language-Image Pre-Training for Large-Scale Image-Text Sparse Retrieval

    Luo, Z., Zhao, P., Xu, C., Geng, X., Shen, T., Tao, C., Ma, J., Lin, Q. & Jiang, D., Oct 2023, 2023 IEEE/CVF International Conference on Computer Vision (ICCV). IEEE, p. 11172-11183 12 p. (Proceedings of the IEEE International Conference on Computer Vision).

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

    11 Citations (Scopus)

  • Long-lead forecasts of wintertime air stagnation index in Southern China using oceanic memory effects

    Zhou, C., Zhang, X., Gao, M., Liu, S., Guo, Y.-K. & Chen, J., May 2023, International Conference on Learning Representations Workshops, ICLR 2023: Tackling Climate Change with Machine Learning. International Conference on Learning Representations Workshops, p. 1-6 6 p.

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

    Open Access