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 -
SDG 8 Decent Work and Economic Growth -
SDG 9 Industry, Innovation, and Infrastructure -
SDG 11 Sustainable Cities and Communities -
SDG 12 Responsible Consumption and Production
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Dive into the research topics where Jianxin Li 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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Anomaly Subgraph Detection on Multiple Associated Attributed Networks
Wu, N., Sun, Y., Zhao, Y., Wang, W., Liu, X. & Li, J., 2026, (Accepted/In press) In: IEEE Transactions on Neural Networks and Learning Systems.Research output: Contribution to journal › Article › peer-review
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DynMD: Energy-Based Dynamic Graph Representation Learning for Malware Detection
Liu, C., Li, B., Wu, Y., Liu, X., Li, J. & Li, C., 2026, In: IEEE Transactions on Dependable and Secure Computing. 23, 1, p. 1592-1607 16 p.Research output: Contribution to journal › Article › peer-review
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A comprehensive survey on pretrained foundation models: a history from BERT to ChatGPT
Zhou, C., Li, Q., Li, C., Yu, J., Liu, Y., Wang, G., Zhang, K., Ji, C., Yan, Q., He, L., Peng, H., Li, J., Wu, J., Liu, Z., Xie, P., Xiong, C., Pei, J., Yu, P. S. & Sun, L., Dec 2025, In: International Journal of Machine Learning and Cybernetics. 16, 12, p. 9851-9915 65 p.Research output: Contribution to journal › Article › peer-review
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A Retrieval-Augmented Framework for Tabular Interpretation with Large Language Model
Yan, M., Ren, W., Wang, Y. & Li, J., 2025, Database Systems for Advanced Applications - 29th International Conference, DASFAA 2024, Proceedings. Onizuka, M., Lee, J.-G., Tong, Y., Xiao, C., Ishikawa, Y., Lu, K., Amer-Yahia, S. & Jagadish, H. V. (eds.). Springer Science and Business Media Deutschland GmbH, p. 341-356 16 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 14851 LNCS).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review
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A Single Machine System for Querying Big Graphs with PRAM
Liu, Y., Fan, W., Liu, S., Zhu, X. & Li, J., 2025, In: Proceedings of the VLDB Endowment. 18, 3, p. 756-769 14 p.Research output: Contribution to journal › Conference article › peer-review