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  • 2023

    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
    14 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

    8 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

    14 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

    6 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

    4 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

    16 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

    5 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

    5 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
    23 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

    14 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

  • Long-Tailed Visual Recognition via Self-Heterogeneous Integration with Knowledge Excavation

    Jin, Y., Li, M., Lu, Y., Cheung, Y.-M. & Wang, H., 18 Jun 2023, Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, CVPR 2023. Vancouver, BC, Canada: IEEE, p. 23695-23704 10 p. (Conference on Computer Vision and Pattern Recognition (CVPR)).

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

    Open Access
    45 Citations (Scopus)

  • LSCALE: Latent Space Clustering-Based Active Learning for Node Classification

    Liu, J., Wang, Y., Hooi, B., Yang, R. & Xiao, X., 17 Mar 2023, Machine Learning and Knowledge Discovery in Databases: European Conference, ECML PKDD 2022, Grenoble, France, September 19–23, 2022, Proceedings, Part I. Amini, M.-R., Canu, S., Fischer, A., Guns, T., Kralj Novak, P. & Tsoumakas, G. (eds.). 1st ed. Springer Cham, p. 55-70 16 p. (Lecture Notes in Computer Science; vol. 13713)(Lecture Notes in Artificial Intelligence)(ECML PKDD: Joint European Conference on Machine Learning and Knowledge Discovery in Databases).

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

  • MGRLN-Net: Mask-Guided Residual Learning Network for Joint Single-Image Shadow Detection and Removal

    Jie, L. & Zhang, H., 2 Mar 2023, Computer Vision – ACCV 2022: 16th Asian Conference on Computer Vision, Macao, China, December 4–8, 2022, Proceedings, Part III. Wang, L., Gall, J., Chin, T.-J., Sato, I. & Chellappa, R. (eds.). Cham: Springer, p. 460-476 17 p. (Lecture Notes in Computer Science; vol. 13843)(ACCV: Asian Conference on Computer Vision).

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

  • Modeling and Analysis of Finite-Scale Clustered Backscatter Communication Networks

    Wang, Q., Zhou, Y., Dai, H. N., Zhang, G., Imran, M. & Nasser, N., 28 May 2023, ICC 2023 - IEEE International Conference on Communications: Sustainable Communications for Renaissance. Zorzi, M., Tao, M. & Saad, W. (eds.). IEEE, p. 1456-1461 6 p. (IEEE International Conference on Communications; vol. 2023-May).

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

    3 Citations (Scopus)

  • Moderate Coreset: A Universal Method of Data Selection for Real-world Data-efficient Deep Learning

    Xia, X., Liu, J., Yu, J., Shen, X., Han, B. & Liu, T., 1 May 2023, Proceedings of the Eleventh International Conference on Learning Representations, ICLR 2023. International Conference on Learning Representations, p. 1-20 20 p. (Proceedings of the International Conference on Learning Representations).

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

    Open Access
    30 Citations (Scopus)

  • Moderately Distributional Exploration for Domain Generalization

    Dai, R., Zhang, Y., Fang, Z., Han, B. & Tian, X., 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. 6786-6817 32 p. (Proceedings of Machine Learning Research; vol. 202).

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

    Open Access
    13 Citations (Scopus)

  • MoMusic: A Motion-Driven Human-AI Collaborative Music Composition and Performing System

    Bian, W., Song, Y., Gu, N., Chan, T. Y., Lo, T. T., Li, T. S., Wong, K. C., Xue, W. & Alonso Trillo, R., 6 Sept 2023, Proceedings of the 37th AAAI Conference on Artificial Intelligence. Williams, B., Chen, Y. & Neville, J. (eds.). Washington, DC: AAAI press, p. 16057-16062 6 p. (Proceedings of the AAAI Conference on Artificial Intelligence; vol. 37, no. 13).

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

    Open Access
    11 Citations (Scopus)

  • Multi-scale Progressive Feature Embedding for Accurate NIR-to-RGB Spectral Domain Translation

    Yang, X., Chen, J. & Yang, Z., Dec 2023, 2023 IEEE International Conference on Visual Communications and Image Processing (VCIP). IEEE, 5 p. (IEEE Visual Communications and Image Processing (VCIP)).

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

    3 Citations (Scopus)

  • NAS-FM: Neural Architecture Search for Tunable and Interpretable Sound Synthesis Based on Frequency Modulation

    Ye, Z., Xue, W., Tan, X., Liu, Q. & Guo, Y., 19 Aug 2023, Proceedings of the 32nd International Joint Conference on Artificial Intelligence, IJCAI 2023. Elkind, E. (ed.). International Joint Conferences on Artificial Intelligence, p. 5869-5877 9 p. (IJCAI International Joint Conference on Artificial Intelligence).

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

    Open Access
    2 Citations (Scopus)

  • NAS-LID: Efficient Neural Architecture Search with Local Intrinsic Dimension

    He, X., Yao, J., Wang, Y., Tang, Z., Cheung, K. C., See, S., Han, B. & Chu, X., 27 Jun 2023, Proceedings of the 37th AAAI Conference on Artificial Intelligence. Williams, B., Chen, Y. & Neville, J. (eds.). 1st ed. Washington, DC: AAAI press, p. 7839-7847 9 p. (Proceedings of the AAAI Conference on Artificial Intelligence; vol. 37, no. 6).

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

    Open Access
    9 Citations (Scopus)

  • Node-wise Diffusion for Scalable Graph Learning

    Huang, K., Tang, J., Liu, J., Yang, R. & Xiao, X., 30 Apr 2023, WWW '23: Proceedings of the ACM Web Conference 2023. Ding, Y., Tang, J., Sequeda, J., Aroyo, L., Castillo, C. & Houben, G.-J. (eds.). 1st ed. New York: Association for Computing Machinery (ACM), p. 1723-1733 11 p. (Proceedings of the International World Wide Web Conference).

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

    Open Access
    15 Citations (Scopus)

  • Novel Scenes & Classes: Towards Adaptive Open-set Object Detection

    Li, W., Guo, X. & Yuan, Y., Oct 2023, Proceedings - 2023 IEEE/CVF International Conference on Computer Vision, ICCV 2023. IEEE, p. 15734-15744 11 p. (Proceedings of the IEEE International Conference on Computer Vision).

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

    13 Citations (Scopus)

  • NTK-approximating MLP Fusion for Efficient Language Model Fine-tuning

    Wei, T., Guo, Z., Chen, Y. & He, J., 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, Vol. 202. p. 36821-36838 18 p. (Proceedings of Machine Learning Research; vol. 202).

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

    Open Access
    3 Citations (Scopus)

  • Occlusion-Free Scene Recovery via Neural Radiance Fields

    Zhu, C., Wan, R., Tang, Y. & Shi, B., Jun 2023, Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, CVPR 2023. Vancouver, BC, Canada: IEEE, p. 20722-20731 (Conference on Computer Vision and Pattern Recognition (CVPR)).

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

    Open Access
    18 Citations (Scopus)

  • Octave-spanning microcombs generation with controllable intracavity soliton states

    Ye, F., Cheng, Z., Huang, D., Xuanyi, L., Fu, H. Y., Wai, A. & Li, Q., May 2023, CLEO: Fundamental Science, CLEO_FS 2023. Optica Publishing Group, FW4B.7. (Optics InfoBase Conference Papers)(Conference on Lasers & Electro-Optics (CLEO)).

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

  • ODE-RSSM: Learning Stochastic Recurrent State Space Model from Irregularly Sampled Data

    Yuan, Z., Ban, X., Zhang, Z., Li, X. & Dai, H.-N., 27 Jun 2023, Proceedings of the 37th AAAI Conference on Artificial Intelligence. Williams, B., Chen, Y. & Neville, J. (eds.). 1st ed. Washington, DC: AAAI press, p. 11060-11068 9 p. (Proceedings of the AAAI Conference on Artificial Intelligence; vol. 37, no. 9).

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

    Open Access
    5 Citations (Scopus)

  • Online Distributed Optimization with Efficient Communication via Temporal Similarity

    Wang, J., Liang, B., Dong, M., Boudreau, G. & Afana, A., May 2023, IEEE INFOCOM 2023 - IEEE Conference on Computer Communications. IEEE, 10 p. (Proceedings of IEEE Conference on Computer Communications; vol. 2023-May).

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

  • On Reinforcement Learning in Stabilizability of Probabilistic Boolean Control Networks

    Lin, L., Lam, J., Shi, P., Ng, M. K. & Lam, H. K., 9 Jul 2023, Proceedings of 2023 International Conference on Machine Learning and Cybernetics, ICMLC 2023. 1st ed. IEEE Computer Society, p. 295-302 8 p. (Proceedings - International Conference on Machine Learning and Cybernetics).

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

    3 Citations (Scopus)

  • On Strengthening and Defending Graph Reconstruction Attack with Markov Chain Approximation

    Zhou, Z., Zhou, C., Li, X., Yao, J., Yao, Q. & 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. 42843-42877 35 p. (Proceedings of Machine Learning Research; vol. 202).

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

    Open Access
    5 Citations (Scopus)

  • On the Overlooked Structure of Stochastic Gradients

    Xie, Z., Tang, Q. Y., Sun, M. & Li, P., 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, 20 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
    3 Citations (Scopus)

  • Optimizing Quantum Federated Learning Based on Federated Quantum Natural Gradient Descent

    Qi, J., Zhang, X. L. & Tejedor, J., 4 Jun 2023, ICASSP 2023 - 2023 IEEE International Conference on Acoustics, Speech and Signal Processing. 1st ed. IEEE, 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

    9 Citations (Scopus)

  • Out-of-distribution Detection Learning with Unreliable Out-of-distribution Sources

    Zheng, H., Wang, Q., Fang, Z., Xia, X., Liu, F., Liu, T. & 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, 14 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
    12 Citations (Scopus)

  • Out-of-distribution Detection with Implicit Outlier Transformation

    Wang, Q., Ye, J., Liu, F., Dai, Q., Kalander, M., Liu, T., Hao, J. & Han, B., 1 May 2023, Proceedings of the Eleventh International Conference on Learning Representations, ICLR 2023. International Conference on Learning Representations, p. 1-22 22 p. (Proceedings of the International Conference on Learning Representations).

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

    Open Access
    28 Citations (Scopus)

  • Panoptic Video Scene Graph Generation

    Yang, J., Peng, W., Li, X., Guo, Z., Chen, L., Li, B., Ma, Z., Zhou, K., Zhang, W., Loy, C. C. & Liu, Z., 17 Jun 2023, Proceedings of 2023 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR). IEEE, p. 18675-18685 11 p. ( Proceedings of IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)).

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

    Open Access
    27 Citations (Scopus)

  • Pareto Invariant Risk Minimization: Towards Mitigating the Optimization Dilemma in Out-of-Distribution Generalization

    Chen, Y., Zhou, K., Bian, Y., Xie, B., Wu, B., Zhang, Y., Yang, H., Ma, K., Zhao, P., Han, B. & Cheng, J., 1 May 2023, Proceedings of the Eleventh International Conference on Learning Representations, ICLR 2023. International Conference on Learning Representations, p. 1-50 50 p. (Proceedings of the International Conference on Learning Representations).

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

    Open Access
    19 Citations (Scopus)

  • Partition Speeds Up Learning Implicit Neural Representations Based on Exponential-Increase Hypothesis

    Liu, K., Liu, F., Wang, H., Ma, N., Bu, J. & Han, B., 1 Oct 2023, Proceedings - 2023 IEEE/CVF International Conference on Computer Vision, ICCV 2023. IEEE, p. 5451-5460 10 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)

  • PipeMoE: Accelerating Mixture-of-Experts through Adaptive Pipelining

    Shi, S., Pan, X., Chu, X. & Li, B., 17 May 2023, INFOCOM 2023 - IEEE Conference on Computer Communications. IEEE, 10 p. (Proceedings - IEEE INFOCOM; vol. 2023-May).

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

    6 Citations (Scopus)

  • Prompt Distillation for Efficient LLM-based Recommendation

    Li, L., Zhang, Y. & Chen, L., 21 Oct 2023, CIKM 2023 - Proceedings of the 32nd ACM International Conference on Information and Knowledge Management. Association for Computing Machinery (ACM), p. 1348-1357 10 p. (International Conference on Information and Knowledge Management, Proceedings).

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

    74 Citations (Scopus)

  • PyNKDV: An Efficient Network Kernel Density Visualization Library for Geospatial Analytic Systems

    Chan, T. N., Zang, R., Ip, P. L., U, L. H. & Xu, J., 18 Jun 2023, SIGMOD '23: Proceedings of the 2023 International Conference on Management of Data. Das, S. & Pandis, I. (eds.). Association for Computing Machinery (ACM), p. 99-102 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

    3 Citations (Scopus)

  • REASONER: An Explainable Recommendation Dataset with Comprehensive Labeling Ground Truths

    Chen, X., Zhang, J., Wang, L., Dai, Q., Dong, Z., Tang, R., Zhang, R., Chen, L., Zhao, W. X. & Wen, J. R., 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, 19 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
    2 Citations (Scopus)

  • Removing Image Artifacts From Scratched Lens Protectors

    Wang, Y., Wan, R., Yang, W., Wen, B., Chau, L.-P. & Kot, A., 24 May 2023, Proceedings of IEEE International Symposium on Circuits and Systems, ISCAS 2023. IEEE, 5 p. (IEEE International Symposium on Circuits and Systems (ISCAS)).

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

    Open Access
    1 Citation (Scopus)

  • RITA: A Phraseological Dataset of CEFR Assignments and Exams for Italian as a Second Language

    Biondi, G., Franzoni, V., Li, Y., Milani, A. & Santucci, V., 26 Oct 2023, Proceedings - 2023 22nd IEEE/WIC International Conference on Web Intelligence and Intelligent Agent Technology, WI-IAT 2023. IEEE, p. 425-430 6 p. (Proceedings - IEEE/WIC International 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)

  • Robust Feature Rectification of Pretrained Vision Models for Object Recognition

    Zhou, S., Meng, G., Zhang, Z., Xu, R. Y. D. & Xiang, S., 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. 3796-3804 9 p. (Proceedings of the AAAI Conference on Artificial Intelligence; vol. 37, no. 3).

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

    Open Access

  • Robust Generalization Against Photon-Limited Corruptions via Worst-Case Sharpness Minimization

    Huang, Z., Zhu, M., Xia, X., Shen, L., Yu, J., Gong, C., Han, B., Du, B. & Liu, T., 17 Jun 2023, Proceedings - 2023 IEEE/CVF Conference on Computer Vision and Pattern Recognition, CVPR 2023. Vancouver, BC, Canada: IEEE, p. 16175-16185 11 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

    25 Citations (Scopus)

  • SA-NMS: Multi-document Summarization with Self-attention and Non-maximum Suppression Selection: Multi-document Summarization with Self-attention and Non-maximum Suppression Selection

    Yu, Y., Wu, M., Su, W., Cheung, Y. M., Zhao, J. & Yu, Z., 23 Apr 2023, Proceedings of the International Conference on Internet of Things, Communication and Intelligent Technology. Dong, J. & Zhang, L. (eds.). 1st ed. Springer, p. 553-563 11 p. (Lecture Notes in Electrical Engineering; vol. 1015 LNEE)( IoTCIT: International Conference on Internet of Things, Communication and Intelligent Technology).

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

  • Selecting Heterogeneous Features Based on Unified Density-Guided Neighborhood Relation for Complex Biomedical Data Analysis

    Zhao, L., Zhang, Y., Luo, X., Zhang, Y., Cheung, Y. M. & Li, K., 5 Dec 2023, Proceedings - 2023 IEEE International Conference on Bioinformatics and Biomedicine, BIBM 2023. Jiang, X., Wang, H., Alhajj, R., Hu, X., Engel, F., Mahmud, M., Pisanti, N., Cui, X. & Song, H. (eds.). IEEE, p. 771-778 8 p. (Proceedings - IEEE International Conference on Bioinformatics and Biomedicine, BIBM).

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

    5 Citations (Scopus)