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Changsheng Li

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20102024

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  • 2023

    Class Incremental Learning with Important and Diverse Memory

    Li, M., Yan, Z. & Li, C., 2023, Image and Graphics - 12th International Conference, ICIG 2023, Proceedings. Lu, H., Liu, R., Ouyang, W., Huang, H., Lu, J., Dong, J. & Xu, M. (eds.). Springer Science and Business Media Deutschland GmbH, p. 164-175 12 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 14358 LNCS).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

  • SeqGen: A Sequence Generator via User Side Information for Behavior Sparsity in Recommendation

    Min, X., Zhang, X., Shen, B., Wang, S., He, Y., Li, C. & Zhou, J., 21 Oct 2023, CIKM 2023 - Proceedings of the 32nd ACM International Conference on Information and Knowledge Management. Association for Computing Machinery, p. 4205-4209 5 p. (International Conference on Information and Knowledge Management, Proceedings).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

    1 Citation (Scopus)
  • 2022

    Dynamic Graph Modeling for Weakly-Supervised Temporal Action Localization

    Shi, H., Zhang, X. Y., Li, C., Gong, L., Li, Y. & Bao, Y., 10 Oct 2022, MM 2022 - Proceedings of the 30th ACM International Conference on Multimedia. Association for Computing Machinery, Inc, p. 3820-3828 9 p. (MM 2022 - Proceedings of the 30th ACM International Conference on Multimedia).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

    Open Access
    16 Citations (Scopus)

  • FreeKD: Free-direction Knowledge Distillation for Graph Neural Networks

    Feng, K., Li, C., Yuan, Y. & Wang, G., 14 Aug 2022, KDD 2022 - Proceedings of the 28th ACM SIGKDD Conference on Knowledge Discovery and Data Mining. Association for Computing Machinery, p. 357-366 10 p. (Proceedings of the ACM SIGKDD International Conference on Knowledge Discovery and Data Mining).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

    Open Access
    17 Citations (Scopus)

  • Improving Autism Spectrum Disorder Prediction by Fusion of Multiple Measures of Resting-State Functional MRI Data

    Liang, L., Dong, G., Li, C., Wen, D., Zhao, Y. & Li, J., 2022, 44th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBC 2022. Institute of Electrical and Electronics Engineers Inc., p. 1851-1854 4 p. (Proceedings of the Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBS; vol. 2022-July).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

  • 2021

    LRSC: Learning Representations for Subspace Clustering

    Li, C., Yang, C., Liu, B., Yuan, Y. & Wang, G., 2021, 35th AAAI Conference on Artificial Intelligence, AAAI 2021. Association for the Advancement of Artificial Intelligence, p. 8340-8348 9 p. (35th AAAI Conference on Artificial Intelligence, AAAI 2021; vol. 9B).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

    13 Citations (Scopus)

  • Unsupervised Active Learning via Subspace Learning

    Li, C., Mao, K., Liang, L., Ren, D., Zhang, W., Yuan, Y. & Wang, G., 2021, 35th AAAI Conference on Artificial Intelligence, AAAI 2021. Association for the Advancement of Artificial Intelligence, p. 8332-8339 8 p. (35th AAAI Conference on Artificial Intelligence, AAAI 2021; vol. 9B).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

    9 Citations (Scopus)
  • 2020

    Multi-instance multi-label action recognition and localization based on spatio-temporal pre-trimming for untrimmed videos

    Zhang, X. Y., Shi, H., Li, C. & Li, P., 2020, AAAI 2020 - 34th AAAI Conference on Artificial Intelligence. AAAI press, p. 12886-12893 8 p. (AAAI 2020 - 34th AAAI Conference on Artificial Intelligence).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

    34 Citations (Scopus)

  • On deep unsupervised active learning

    Li, C., Ma, H., Kang, Z., Yuan, Y., Zhang, X. Y. & Wang, G., 2020, Proceedings of the 29th International Joint Conference on Artificial Intelligence, IJCAI 2020. Bessiere, C. (ed.). International Joint Conferences on Artificial Intelligence, p. 2626-2632 7 p. (IJCAI International Joint Conference on Artificial Intelligence; vol. 2021-January).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

    19 Citations (Scopus)

  • Region focus network for joint optic disc and cup segmentation

    Li, G., Li, C., Zeng, C., Gao, P. & Xie, G., 2020, AAAI 2020 - 34th AAAI Conference on Artificial Intelligence. AAAI press, p. 751-758 8 p. (AAAI 2020 - 34th AAAI Conference on Artificial Intelligence).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

    11 Citations (Scopus)
  • 2019

    Learning transferable self-attentive representations for action recognition in untrimmed videos with weak supervision

    Zhang, X. Y., Shi, H., Li, C., Zheng, K., Zhu, X. & Duan, L., 2019, 33rd AAAI Conference on Artificial Intelligence, AAAI 2019, 31st Innovative Applications of Artificial Intelligence Conference, IAAI 2019 and the 9th AAAI Symposium on Educational Advances in Artificial Intelligence, EAAI 2019. AAAI press, p. 9227-9234 8 p. (33rd AAAI Conference on Artificial Intelligence, AAAI 2019, 31st Innovative Applications of Artificial Intelligence Conference, IAAI 2019 and the 9th AAAI Symposium on Educational Advances in Artificial Intelligence, EAAI 2019).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

    66 Citations (Scopus)

  • Multi-View Metric Learning for Multi-Label Image Classification

    Zhang, M., Li, C. & Wang, X., Sept 2019, 2019 IEEE International Conference on Image Processing, ICIP 2019 - Proceedings. IEEE Computer Society, p. 2134-2138 5 p. 8803160. (Proceedings - International Conference on Image Processing, ICIP; vol. 2019-September).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

    6 Citations (Scopus)

  • Residual invertible spatio-temporal network for video super-resolution

    Zhu, X., Li, Z., Zhang, X. Y., Li, C., Liu, Y. & Xue, Z., 2019, 33rd AAAI Conference on Artificial Intelligence, AAAI 2019, 31st Innovative Applications of Artificial Intelligence Conference, IAAI 2019 and the 9th AAAI Symposium on Educational Advances in Artificial Intelligence, EAAI 2019. AAAI press, p. 5981-5988 8 p. (33rd AAAI Conference on Artificial Intelligence, AAAI 2019, 31st Innovative Applications of Artificial Intelligence Conference, IAAI 2019 and the 9th AAAI Symposium on Educational Advances in Artificial Intelligence, EAAI 2019).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

    64 Citations (Scopus)

  • Similarity learning via kernel preserving embedding

    Kang, Z., Lu, Y., Su, Y., Li, C. & Xu, Z., 2019, 33rd AAAI Conference on Artificial Intelligence, AAAI 2019, 31st Innovative Applications of Artificial Intelligence Conference, IAAI 2019 and the 9th AAAI Symposium on Educational Advances in Artificial Intelligence, EAAI 2019. AAAI press, p. 4057-4064 8 p. (33rd AAAI Conference on Artificial Intelligence, AAAI 2019, 31st Innovative Applications of Artificial Intelligence Conference, IAAI 2019 and the 9th AAAI Symposium on Educational Advances in Artificial Intelligence, EAAI 2019).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

    35 Citations (Scopus)

  • Weakly-supervised action recognition and localization via knowledge transfer

    Shi, H., Zhang, X. & Li, C., 2019, Pattern Recognition and Computer Vision- 2nd Chinese Conference, PRCV 2019, Proceedings, Part I. Lin, Z., Wang, L., Tan, T., Yang, J., Shi, G., Zheng, N., Chen, X. & Zhang, Y. (eds.). Springer, p. 205-216 12 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 11857 LNCS).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

    1 Citation (Scopus)
  • 2018

    Improving maximum likelihood estimation of temporal point process via discriminative and adversarial learning

    Yan, J., Liu, X., Shi, L., Li, C. & Zha, H., 2018, Proceedings of the 27th International Joint Conference on Artificial Intelligence, IJCAI 2018. Lang, J. (ed.). International Joint Conferences on Artificial Intelligence, p. 2948-2954 7 p. (IJCAI International Joint Conference on Artificial Intelligence; vol. 2018-July).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

    Open Access
    38 Citations (Scopus)
  • 2017

    Autoencoder regularized network for driving style representation learning

    Dong, W., Yuan, T., Yang, K., Li, C. & Zhang, S., 2017, 26th International Joint Conference on Artificial Intelligence, IJCAI 2017. Sierra, C. (ed.). International Joint Conferences on Artificial Intelligence, p. 1603-1609 7 p. (IJCAI International Joint Conference on Artificial Intelligence; vol. 0).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

    Open Access
    29 Citations (Scopus)
  • 2016

    Ensemble feature selection with discriminative and representative properties for malware detection

    Zhang, X. Y., Wang, S., Zhang, L., Zhang, C. & Li, C., 6 Sept 2016, 2016 IEEE Conference on Computer Communications Workshops, INFOCOM WKSHPS 2016. Institute of Electrical and Electronics Engineers Inc., p. 674-675 2 p. 7562161. (Proceedings - IEEE INFOCOM; vol. 2016-September).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

    5 Citations (Scopus)

  • On estimating air pollution from photos using convolutional neural network

    Zhang, C., Yan, J., Li, C., Rui, X., Liu, L. & Bie, R., 1 Oct 2016, MM 2016 - Proceedings of the 2016 ACM Multimedia Conference. Association for Computing Machinery, Inc, p. 297-301 5 p. (MM 2016 - Proceedings of the 2016 ACM Multimedia Conference).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

    99 Citations (Scopus)

  • Space-map-matching-based candidate selection for GPS map matching

    Ma, C., Zhang, X., Gao, P., Dong, W. & Li, C., 24 Aug 2016, Proceedings - 2016 IEEE International Conference on Service Operations and Logistics, and Informatics, SOLI 2016. Institute of Electrical and Electronics Engineers Inc., p. 77-82 6 p. 7551665. (Proceedings - 2016 IEEE International Conference on Service Operations and Logistics, and Informatics, SOLI 2016).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

    3 Citations (Scopus)

  • Spatially regularized streaming sensor selection

    Li, C., Wei, F., Dong, W., Wang, X., Yan, J., Zhu, X., Liu, Q. & Zhang, X., 2016, 30th AAAI Conference on Artificial Intelligence, AAAI 2016. AAAI press, p. 3871-3879 9 p. (30th AAAI Conference on Artificial Intelligence, AAAI 2016).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

    2 Citations (Scopus)
  • 2015

    Fast Modeling of Analytics Workloads for Big Data Services

    Yang, L., Li, C., Fan, L. & Xu, J., 28 Oct 2015, Proceedings - 2014 International Conference on Service Sciences, ICSS 2014. Institute of Electrical and Electronics Engineers Inc., p. 101-105 5 p. 7312298. (Proceedings of International Conference on Service Science, ICSS; vol. 2015-October).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

  • Learning from Metadata: A Fuzzy Token Matching Based Configuration File Discovery Approach

    Wang, H., Meng, F. J., Zhuo, X., Yang, L., Li, C. S. & Xu, J. M., 19 Aug 2015, Proceedings - 2015 IEEE 8th International Conference on Cloud Computing, CLOUD 2015. Pu, C. & Mohindra, A. (eds.). Institute of Electrical and Electronics Engineers Inc., p. 405-412 8 p. 7214071. (Proceedings - 2015 IEEE 8th International Conference on Cloud Computing, CLOUD 2015).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

  • 2014

    Maximizing multi-scale spatial statistical discrepancy

    Dong, W., Yao, R., Ma, C., Li, C., Shi, L., Wang, L., Wang, Y., Gao, P. & Yan, J., 3 Nov 2014, CIKM 2014 - Proceedings of the 2014 ACM International Conference on Information and Knowledge Management. Association for Computing Machinery, p. 471-480 10 p. (CIKM 2014 - Proceedings of the 2014 ACM International Conference on Information and Knowledge Management).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

    1 Citation (Scopus)

  • Multiple-output regression with high-order structure information

    Li, C., Yang, L., Liu, Q., Meng, F., Dong, W., Wang, Y. & Xu, J., 4 Dec 2014, Proceedings - International Conference on Pattern Recognition. Institute of Electrical and Electronics Engineers Inc., p. 3868-3873 6 p. 6977376. (Proceedings - International Conference on Pattern Recognition).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

  • 2013

    Collaborative tracking: Dynamically fusing short-term trackers and long-term detector

    Zhu, G., Wang, J., Li, C. & Lu, H., 2013, Advances in Multimedia Modeling - 19th International Conference, MMM 2013, Proceedings. PART 2 ed. p. 457-467 11 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 7733 LNCS, no. PART 2).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

    1 Citation (Scopus)
  • 2012

    Learning distance metric regression for facial age estimation

    Li, C., Liu, Q., Liu, J. & Lu, H., 2012, ICPR 2012 - 21st International Conference on Pattern Recognition. p. 2327-2330 4 p. 6460631. (Proceedings - International Conference on Pattern Recognition).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

    21 Citations (Scopus)

  • Learning ordinal discriminative features for age estimation

    Li, C., Liu, Q., Liu, J. & Lu, H., 2012, 2012 IEEE Conference on Computer Vision and Pattern Recognition, CVPR 2012. p. 2570-2577 8 p. 6247975. (Proceedings of the IEEE Computer Society Conference on Computer Vision and Pattern Recognition).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

    124 Citations (Scopus)

  • Ordinal preserving projection: A novel dimensionality reduction method for image ranking

    Li, C., Liu, Y., Liu, Q., Liu, J., Xu, C. & Lu, H., 2012, Proceedings of the 2nd ACM International Conference on Multimedia Retrieval, ICMR 2012. (Proceedings of the 2nd ACM International Conference on Multimedia Retrieval, ICMR 2012).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

    2 Citations (Scopus)
  • 2010

    Feature selection under learning to rank model for multimedia retrieve

    Li, C., Shao, L., Xu, C. & Lu, H., 2010, Proceedings of the 2nd International Conference on Internet Multimedia Computing and Service, ICIMCS'10. p. 69-72 4 p. (Proceedings of the 2nd International Conference on Internet Multimedia Computing and Service, ICIMCS'10).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

    3 Citations (Scopus)