Personal profile
Expertise related to UN Sustainable Development Goals
In 2015, UN member states agreed to 17 global Sustainable Development Goals (SDGs) to end poverty, protect the planet and ensure prosperity for all. This person’s work contributes towards the following SDG(s):
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SDG 3 Good Health and Well-being -
SDG 7 Affordable and Clean Energy
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Dive into the research topics where Xinli Huang is active. These topic labels come from the works of this person. Together they form a unique fingerprint.
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Collaborations and top research areas from the last five years
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From IM to PIM: Revolutionizing Influence Maximization with Personalized Seed Generation
Peng, M., Gu, H., Ma, Y., Yu, F. & Huang, X., 2026, (Accepted/In press) In: IEEE Transactions on Mobile Computing.Research output: Contribution to journal › Article › peer-review
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MARK: Multi-agent Collaboration with Ranking Guidance for Text-attributed Graph Clustering
Fu, Y., Zhang, Y., Chen, C., Ma, J., Yuan, Q., Tu, R. C., Huang, X., Ye, W., Luo, X. & Deng, M., 2025, Findings of the Association for Computational Linguistics: ACL 2025. Che, W., Nabende, J., Shutova, E. & Pilehvar, M. T. (eds.). Association for Computational Linguistics (ACL), p. 6057-6072 16 p. (Proceedings of the Annual Meeting of the Association for Computational Linguistics).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review
Open Access6 Link opens in a new tab Scopus citations -
FEDERATED LEARNING ON DISTRIBUTED GRAPHS CONSIDERING MULTIPLE HETEROGENEITIES
Li, B., Ma, Y., Liu, Y., Gu, H., Chen, Z. & Huang, X., 2024, 2024 IEEE International Conference on Acoustics, Speech, and Signal Processing, ICASSP 2024 - Proceedings. Institute of Electrical and Electronics Engineers Inc., p. 5140-5144 5 p. (ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review
4 Link opens in a new tab Scopus citations -
Federated Learning Vulnerabilities: Privacy Attacks with Denoising Diffusion Probabilistic Models
Gu, H., Zhang, X., Li, J., Wei, H., Li, B. & Huang, X., 13 May 2024, WWW 2024 - Proceedings of the ACM Web Conference. Association for Computing Machinery, Inc, p. 1149-1157 9 p. (WWW 2024 - Proceedings of the ACM Web Conference).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review
18 Link opens in a new tab Scopus citations -
LinkThief: Combining Generalized Structure Knowledge with Node Similarity for Link Stealing Attack against GNN
Zhang, Y., Meng, S., Chen, C., Peng, M., Gu, H. & Huang, X., 28 Oct 2024, MM 2024 - Proceedings of the 32nd ACM International Conference on Multimedia. Association for Computing Machinery, Inc, p. 4947-4956 10 p. (MM 2024 - Proceedings of the 32nd ACM International Conference on Multimedia).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review
Open Access2 Link opens in a new tab Scopus citations