Project Details
| Project number | 9240127 |
|---|---|
| Grant type | NSFC-YPC-HK |
| Status | Active |
| Effective start/end date | 1/01/24 → … |
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Research output
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Enhancing Interpretability for Vision Models via Shapley Value Optimization
Fan, K., Yang, Y. & Ma, C., 25 Jan 2026, (Presented) The 40th Annual AAAI Conference on Artificial Intelligence. 9 p.Research output: Chapters, Conference Papers, Creative and Literary Works › RGC 32 - Refereed conference paper (with host publication) › peer-review
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Large Language Models as Topological Structure Enhancers for Text-Attributed Graphs
Sun, S. (Co-first Author), Ren, Y. (Co-first Author), Chen, J. & Ma, C., 2026, Database Systems for Advanced Applications: 30th International Conference, DASFAA 2025, Singapore, Singapore, May 26–29, 2025, Proceedings, Part VI. Zhu, F., Yu, P. S., Nadamoto, A., Lim, E.-P., Shim, K., Ding, W. & Zhang, B. (eds.). Springer Singapore, Vol. VI. p. 106-122 17 p. (Lecture Notes in Computer Science; vol. 15991).Research output: Chapters, Conference Papers, Creative and Literary Works › RGC 32 - Refereed conference paper (with host publication) › peer-review
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Beyond Models! Explainable Data Valuation and Metric Adaption for Recommendation
Jia, R., Zhang, X., He, B., Zhu, Q., Xu, W., Chen, J. & Ma, C., 2025, Proceedings of the 2025 SIAM International Conference on Data Mining (SDM). Papalexakis, V., Riondato, M., Zheleva, E., Weninger, T. & Ding, W. (eds.). SIAM, p. 203-212 10 p.Research output: Chapters, Conference Papers, Creative and Literary Works › RGC 32 - Refereed conference paper (with host publication) › peer-review
Open Access1 Link opens in a new tab Citation (Scopus)