Prof. MA Chen (馬辰)

Research Output

  1. 2023
  2. Published

    Improving Long-Tail Item Recommendation with Graph Augmentation

    Luo, S., Ma, C., Xiao, Y. & Song, L., Oct 2023, CIKM '23: Proceedings of the 32nd ACM International Conference on Information and Knowledge Management. ACM, p. 1707-1716 (International Conference on Information and Knowledge Management, Proceedings).

    Research output: Chapters, Conference Papers, Creative and Literary Works (RGC: 12, 32, 41, 45)32_Refereed conference paper (with host publication)peer-review

    Check@CityULib
  3. Published

    Meta Auxiliary Learning for Top-K Recommendation

    Li, X., Ma, C., Li, G., Xu, P., Liu, C. H., Yuan, Y. & Wang, G., Oct 2023, In: IEEE Transactions on Knowledge and Data Engineering. 35, 10, p. 10857-10870 14 p.

    Research output: Journal Publications and Reviews (RGC: 21, 22, 62)21_Publication in refereed journalpeer-review

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  4. Published

    Knowledge-graph-enabled biomedical entity linking: a survey

    Shi, J., Yuan, Z., Guo, W., Ma, C., Chen, J. & Zhang, M., Sept 2023, In: World Wide Web. 26, 5, p. 2593–2622 30 p.

    Research output: Journal Publications and Reviews (RGC: 21, 22, 62)21_Publication in refereed journalpeer-review

    Scopus citations: 3
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  5. Published

    MMEL: A Joint Learning Framework for Multi-Mention Entity Linking

    Yang, C., He, B., Wu, Y., Xing, C., He, L. & Ma, C., Jul 2023, Proceedings of the 39th Conference on Uncertainty in Artificial Intelligence (UAI 2023). Evans, R. J. & Shpitser, I. (eds.). PMLR, p. 2411-2421 (Proceedings of Machine Learning Research; vol. 216).

    Research output: Chapters, Conference Papers, Creative and Literary Works (RGC: 12, 32, 41, 45)32_Refereed conference paper (with host publication)peer-review

    Check@CityULib
  6. Published

    A Multi-objective Optimization Framework for Multi-stakeholder Fairness-aware Recommendation

    WU, H., MA, C., MITRA, B., DIAZ, F. & LIU, X., Apr 2023, In: ACM Transactions on Information Systems. 41, 2, 29 p., 47.

    Research output: Journal Publications and Reviews (RGC: 21, 22, 62)21_Publication in refereed journalpeer-review

    Scopus citations: 13
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  7. Published

    Controllable Universal Fair Representation Learning

    Cui, Y., Chen, M., Zheng, K., Chen, L. & Zhou, X., Apr 2023, WWW '23: Proceedings of the ACM Web Conference 2023. Association for Computing Machinery, Inc, p. 949-959 (ACM Web Conference - Proceedings of the World Wide Web Conference, WWW ).

    Research output: Chapters, Conference Papers, Creative and Literary Works (RGC: 12, 32, 41, 45)32_Refereed conference paper (with host publication)peer-review

    Check@CityULib
  8. Published

    Dynamically Expandable Graph Convolution for Streaming Recommendation

    He, B., He, X., Zhang, Y., Tang, R. & Ma, C., Apr 2023, WWW '23: Proceedings of the ACM Web Conference 2023. Ding, Y., Tang, J., Sequeda, J., Castillo, C. & Houben, G. (eds.). ACM, p. 1457–1467

    Research output: Chapters, Conference Papers, Creative and Literary Works (RGC: 12, 32, 41, 45)32_Refereed conference paper (with host publication)peer-review

    Scopus citations: 3
    Check@CityULib
  9. Published

    Application of Medical Image 3D Visualization Web Platform in Auxiliary Diagnosis and Preoperative Planning

    Bai, S., Ma, C., Wang, X., Zhou, S., Jiang, H., Ma, L. & Jiang, H., Mar 2023, In: Journal of Image and Graphics. 11, 1, p. 32-39

    Research output: Journal Publications and Reviews (RGC: 21, 22, 62)21_Publication in refereed journalpeer-review

    Scopus citations: 2
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  10. Published

    Dynamic Consolidation for Continual Learning

    Li, H., Ma, C., Chen, X. & Liu, X., Feb 2023, In: Neural Computation. 35, 2, p. 228-248

    Research output: Journal Publications and Reviews (RGC: 21, 22, 62)21_Publication in refereed journalpeer-review

    Scopus citations: 1
    Check@CityULib
  11. Published

    Collaborative Edge Caching: a Meta Reinforcement Learning Approach with Edge Sampling

    Mao, Y., He, B., Zhou, S., Ma, C. & Wang, Z., 2023, Proceedings - 2023 IEEE International Conference on Multimedia and Expo: ICME 2023. IEEE, p. 972-977

    Research output: Chapters, Conference Papers, Creative and Literary Works (RGC: 12, 32, 41, 45)32_Refereed conference paper (with host publication)peer-review

    Check@CityULib
  12. Published

    Doctor Specific Tag Recommendation for Online Medical Record Management

    Wang, Y., Ge, S., Zhao, X., Wu, X., Xu, T., Ma, C. & Zheng, Z., 2023, KDD '23: Proceedings of the 29th ACM SIGKDD Conference on Knowledge Discovery and Data Mining. New York, NY: Association for Computing Machinery, p. 5150–5161

    Research output: Chapters, Conference Papers, Creative and Literary Works (RGC: 12, 32, 41, 45)32_Refereed conference paper (with host publication)peer-review

    Check@CityULib
  13. Published

    Dynamic Embedding Size Search with Minimum Regret for Streaming Recommender System

    He, B., He, X., Zhang, R., Zhang, Y., Tang, R. & Ma, C., 2023, CIKM '23 - Proceedings of the 32nd ACM International Conference on Information and Knowledge Management. New York, NY: Association for Computing Machinery, Inc, p. 741-750 (International Conference on Information and Knowledge Management, Proceedings).

    Research output: Chapters, Conference Papers, Creative and Literary Works (RGC: 12, 32, 41, 45)32_Refereed conference paper (with host publication)peer-review

    Check@CityULib
  14. Published

    Hyperspherical Quantization: Toward Smaller and More Accurate Models

    Liu, D., Chen, X., Ma, C. & Liu, X., 2023, Proceedings - 2023 IEEE Winter Conference on Applications of Computer Vision (WACV 2023). IEEE, p. 5251-5261 (Proceedings - IEEE Winter Conference on Applications of Computer Vision, WACV).

    Research output: Chapters, Conference Papers, Creative and Literary Works (RGC: 12, 32, 41, 45)32_Refereed conference paper (with host publication)peer-review

    Check@CityULib
  15. Published

    Intent-aware Multi-source Contrastive Alignment for Tag-enhanced Recommendation

    Wu, H., Zhang, Y., Ma, C., Guo, W., Tang, R., Liu, X. & Coates, M., 2023, Proceedings - 2023 IEEE 39th International Conference on Data Engineering ICDE 2023. IEEE, p. 1112-1125 (Proceedings - International Conference on Data Engineering).

    Research output: Chapters, Conference Papers, Creative and Literary Works (RGC: 12, 32, 41, 45)32_Refereed conference paper (with host publication)peer-review

    Check@CityULib
  16. Published

    Mutually Guided Few-Shot Learning For Relational Triple Extraction

    Yang, C., Jiang, S., He, B., Ma, C. & He, L., 2023, Proceedings of the 2023 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP). IEEE, 5 p.

    Research output: Chapters, Conference Papers, Creative and Literary Works (RGC: 12, 32, 41, 45)32_Refereed conference paper (with host publication)peer-review

    Check@CityULib
  17. Published

    Sim2Rec: A Simulator-based Decision-Making Approach to Optimize Real-World Long-term User Engagement in Sequential Recommender Systems

    Chen, X., He, B., Yu, Y., Li, Q., Qing, Z., Shang, W., Ye, J., & 1 othersMa, C., 2023, Proceedings - 2023 IEEE 39th International Conference on Data Engineering ICDE 2023. IEEE, p. 3389-3402 (International Conference on Data Engineering).

    Research output: Chapters, Conference Papers, Creative and Literary Works (RGC: 12, 32, 41, 45)32_Refereed conference paper (with host publication)peer-review

    Check@CityULib
  18. Published

    Structure Aware Incremental Learning with Personalized Imitation Weights for Recommender Systems

    Wang, Y., Zhang, Y., Valkanas, A., Tang, R., Ma, C., Hao, J. & Coates, M., 2023, Proceedings of the 37th AAAI Conference on Artificial Intelligence. Williams, B., Chen, Y. & Neville, J. (eds.). Washington, DC: AAAI Press, p. 4711-4719 (Proceedings of the AAAI Conference on Artificial Intelligence; vol. 37, no. 4).

    Research output: Chapters, Conference Papers, Creative and Literary Works (RGC: 12, 32, 41, 45)32_Refereed conference paper (with host publication)peer-review

    Check@CityULib
  19. Published

    WSFE: Wasserstein Sub-graph Feature Encoder for Effective User Segmentation in Collaborative Filtering

    Chen, Y., Zhang, Y., Yang, M., Song, Z., Ma, C. & King, I., 2023, SIGIR ’23: Proceedings of the 46th International ACM SIGIR Conference on Research and Development in Information Retrieval. New York, NY: Association for Computing Machinery, p. 2521-2525 (SIGIR - Proceedings of the International ACM SIGIR Conference on Research and Development in Information Retrieval).

    Research output: Chapters, Conference Papers, Creative and Literary Works (RGC: 12, 32, 41, 45)32_Refereed conference paper (with host publication)peer-review

    Scopus citations: 3
    Check@CityULib
  20. 2022
  21. Published

    Repo4QA: Answering Coding Questions via Dense Retrieval on GitHub Repositories

    Chen, M., Li, G., Ma, C., Li, J. & Fu, H., Oct 2022, Proceedings of the 29th International Conference on Computational Linguistic. p. 1580-1592 (Proceedings - International Conference on Computational Linguistics, COLING; vol. 29, no. 1).

    Research output: Chapters, Conference Papers, Creative and Literary Works (RGC: 12, 32, 41, 45)32_Refereed conference paper (with host publication)peer-review

    Scopus citations: 1
    Check@CityULib
  22. Published

    Learning Binarized Graph Representations with Multi-faceted Quantization Reinforcement for Top-K Recommendation

    Chen, Y., Guo, H., Zhang, Y., Ma, C., Tang, R., Li, J. & King, I., Aug 2022, KDD '22: Proceedings of the 28th ACM SIGKDD Conference on Knowledge Discovery and Data Mining. Association for Computing Machinery, p. 168–178 (Proceedings of the ACM SIGKDD International Conference on Knowledge Discovery and Data Mining).

    Research output: Chapters, Conference Papers, Creative and Literary Works (RGC: 12, 32, 41, 45)32_Refereed conference paper (with host publication)peer-review

    Scopus citations: 12
    Check@CityULib
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