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
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Dive into the research topics where Xiao Ding 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
Recent external collaboration on country/territory level. Dive into details by clicking on the dots or
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Human cognitive process aligned rumor detection with small language models enhanced large language models
Zeng, Y., Ding, X., Cai, B., Qin, B. & Liu, T., 2026, (Accepted/In press) In: Information Processing and Management. 104659.Research output: Contribution to journal › Article › peer-review
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Necessary and sufficient knowledge enhanced collaborative logical reasoning in LLMs
Wang, P., Ding, X., Xiong, K., Qin, B. & Liu, T., Feb 2026, In: Neural Networks. 194, 108164.Research output: Contribution to journal › Article › peer-review
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Analyzing the Rapid Generalization of SFT via the Perspective of Attention Head Activation Patterns
Zhao, Y., Du, L., Ding, X., Xiong, K., Liu, T. & Qin, B., 2025, Long Papers. Che, W., Nabende, J., Shutova, E. & Pilehvar, M. T. (eds.). Association for Computational Linguistics (ACL), p. 16980-16992 13 p. (Proceedings of the Annual Meeting of the Association for Computational Linguistics; vol. 1).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review
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Beyond Similarity: A Gradient-based Graph Method for Instruction Tuning Data Selection
Zhao, Y., Du, L., Ding, X., Ouyang, Y., Wang, H., Xiong, K., Gao, J., Sun, Z., Xu, D., Yang, Q., Li, D., Qin, B. & Liu, T., 2025, Long Papers. Che, W., Nabende, J., Shutova, E. & Pilehvar, M. T. (eds.). Association for Computational Linguistics (ACL), p. 24391-24404 14 p. (Proceedings of the Annual Meeting of the Association for Computational Linguistics; vol. 1).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review
Open Access -
Brain and Cognitive Science Inspired Deep Learning: A Comprehensive Survey
Zhang, Z., Ding, X., Liang, X., Zhou, Y., Qin, B. & Liu, T., 2025, In: IEEE Transactions on Knowledge and Data Engineering. 37, 4, p. 1650-1671 22 p.Research output: Contribution to journal › Article › peer-review
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