Research output per year
Research output per year
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):
Education/Academic qualification
Doctor of Philosophy, Columbia University
Bachelor of Science, Peking University
Master of Science, Peking University
Master of Philosophy, The Chinese University of Hong Kong
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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
Research output
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A new self-supervised task on graphs: Geodesic distance prediction
Peng, Z., Dong, Y., Luo, M., Wu, X. M. & Zheng, Q., Aug 2022, In: Information Sciences. 607, p. 1195-1210 16 p.Research output: Journal article publication › Journal article › Academic research › peer-review
2 Citations (Scopus) -
Meta-Path Based Neighbors for Behavioral Target Generalization in Sequential Recommendation
Chen, J., Gong, Z., Li, Y., Zhang, H., Yu, H., Zhu, J., Fan, G., Wu, X. M. & Wu, K., Feb 2022, In: IEEE Transactions on Network Science and Engineering. 9, 3, p. 1658-1667 10 p.Research output: Journal article publication › Journal article › Academic research › peer-review
18 Citations (Scopus) -
Modeling User Behavior with Graph Convolution for Personalized Product Search
Fan, L., Li, Q., Liu, B., Wu, X. M., Zhang, X., Lv, F., Lin, G., Li, S., Jin, T. & Yang, K., 25 Apr 2022, WWW 2022 - Proceedings of the ACM Web Conference 2022. Association for Computing Machinery, Inc, p. 203-212 10 p. (WWW 2022 - Proceedings of the ACM Web Conference 2022).Research output: Chapter in book / Conference proceeding › Conference article published in proceeding or book › Academic research › peer-review
Open Access10 Citations (Scopus) -
Personalized knowledge-aware recommendation with collaborative and attentive graph convolutional networks
Dai, Q., Wu, X. M., Fan, L., Li, Q., Liu, H., Zhang, X., Wang, D., Lin, G. & Yang, K., Aug 2022, In: Pattern Recognition. 128, p. 1-12 108628.Research output: Journal article publication › Journal article › Academic research › peer-review
30 Citations (Scopus) -
Contrastive Pre-training and Representation Distillation for Medical Visual Question Answering Based on Radiology Images
Liu, B., Zhan, L. M. & Wu, X. M., Sept 2021, Medical Image Computing and Computer Assisted Intervention – MICCAI 2021 - 24th International Conference, Proceedings. de Bruijne, M., Cattin, P. C., Cotin, S., Padoy, N., Speidel, S., Zheng, Y. & Essert, C. (eds.). Springer Science and Business Media Deutschland GmbH, p. 210-220 11 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 12902 LNCS).Research output: Chapter in book / Conference proceeding › Conference article published in proceeding or book › Academic research › peer-review
34 Citations (Scopus)
Prizes
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Faculty Merit Award in Research and Scholarly Activities: Outstanding Researcher (Individual) 2022
Guo, S. (Recipient) & Wu, X. (Recipient), Jul 2022
Prize: Prize (research)
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Thirty-ninth International Conference on Machine Learning (Event)
Wu, X. (Reviewer)
17 Jul 2022 → 23 Jul 2022Activity: Publication peer-review and editorial work › Review of books, other publications, or software
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2022 Conference on Computer Vision and Pattern Recognition (Event)
Wu, X. (Reviewer)
19 Jun 2022 → 24 Jun 2022Activity: Publication peer-review and editorial work › Review of books, other publications, or software
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2021 International Conference on Data Science and Information Technology
Wu, X. (Member of programme committee)
23 Jul 2021 → 25 Jul 2021Activity: Participating in or organising an event › Organizer / committee member
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Thirty-fifth Conference on Neural Information Processing Systems (Event)
Wu, X. (Reviewer)
6 Dec 2021 → 12 Dec 2021Activity: Publication peer-review and editorial work › Review of books, other publications, or software
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2021 Conference on Computer Vision and Pattern Recognition (Event)
Wu, X. (Reviewer)
19 Jun 2021 → 25 Jun 2021Activity: Publication peer-review and editorial work › Review of books, other publications, or software