Personal profile
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Collaborations and top research areas from the last five years
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Core Knowledge Learning Framework for Graph
Zhang, B., Huang, Z., Xu, G., Fan, X., Xiao, M., Dai, G. & Huang, H., 11 Apr 2025, Proceedings of the 39th AAAI Conference on Artificial Intelligence, AAAI 2025. Walsh, T., Shah, J. & Kolter, Z. (eds.). AAAI press, p. 13179-13187 9 p. (Proceedings of the AAAI Conference on Artificial Intelligence; vol. 39, no. 12).Research output: Chapter in book/report/conference proceeding › Conference proceeding › peer-review
Open Access -
GenFT: A Generative Parameter-Efficient Fine-Tuning Method for Pretrained Foundation Models
Zhang, B., Xu, G. & Ng, M. K., 21 May 2025, Cornell University, (arXiv).Research output: Working paper › Preprint
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EDDA: An Encoder-Decoder Data Augmentation Framework for Zero-Shot Stance Detection
Ding, D., Dong, L., Huang, Z., Xu, G., Huang, X., Liu, B., Jing, L. & Zhang, B., May 2024, 2024 Joint International Conference on Computational Linguistics, Language Resources and Evaluation, LREC-COLING 2024 - Main Conference Proceedings. Calzolari, N., Kan, M.-Y., Hoste, V., Lenci, A., Sakti, S. & Xue, N. (eds.). European Language Resources Association (ELRA), p. 5484-5494 11 p. (Joint International Conference on Computational Linguistics, Language Resources and Evaluation, LREC-COLING - Main Conference Proceedings).Research output: Chapter in book/report/conference proceeding › Conference proceeding › peer-review
Open Access9 Citations (Scopus) -
FHDTIE: Fine-Grained Heterogeneous Data Fusion for Tropical Cyclone Intensity Estimation
Xu, G., Ng, M. K., Ye, Y. & Zhang, B., 1 Nov 2024, In: IEEE Transactions on Geoscience and Remote Sensing. 62, 15 p., 4112215.Research output: Contribution to journal › Journal article › peer-review
Open Access2 Citations (Scopus) -
Spherical Neural Operator Network for Global Weather Prediction
Lin, K., Li, X., Ye, Y., Feng, S., Zhang, B., Xu, G. & Wang, Z., 1 Jun 2024, In: IEEE Transactions on Circuits and Systems for Video Technology. 34, 6, p. 4899-4913 15 p.Research output: Contribution to journal › Journal article › peer-review
6 Citations (Scopus)
Activities
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The Taiwan-Hong Kong Joint Conference on Applied Mathematics and Related Topics (THK2025)
XU, G. (Participant)
23 May 2025 → 30 May 2025Activity: Conference/talk/lecture/symposium/speech/workshop, etc › Event organized by non-HKBU units
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2025 International Joint Conference on Neural Networks (Event)
XU, G. (Reviewer)
2 Feb 2025 → 25 Feb 2025Activity: Publication peer-review/editorial work › Editor/reviewer for publications (incl. CDCF T61 Journal Editor)
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Journal of Scientific Computing (Journal)
XU, G. (Reviewer)
13 Aug 2024 → 31 Jan 2025Activity: Publication peer-review/editorial work › Editor/reviewer for publications (incl. CDCF T61 Journal Editor)