Projects per year
Personal profile
Chinese Name
黃欣
Biography
Xin Huang received the Ph.D. degree from the Department of Systems Engineering and Engineering Management at the Chinese University of Hong Kong in 2014. His research interests include graph data management, graph mining and visualization, social network analysis, and privacy-aware computing. He has published in refereed conferences and journals including SIGMOD, VLDB, WWW, ICDE, CIKM, AAAI, IJCAI, TKDE, TKDD, and VLDBJ. His scholarly works win the Best Paper Award at the 20th International Conference on Web Information Systems Engineering (WISE 2019), the Best Student Paper Award at the 11th IEEE International Conference on Semantic Computing (ICSC 2017), as well as a Best Paper Nomination at the 29th ACM International Conference on Information and Knowledge Management (CIKM 2020). He is a recipient of the RGC Early Career Award and the HKBU President’s Award for Outstanding Performance as Young Researcher.
Research Interests
- Data Management
- Big Graph Mining & Visualization
- Social Network Analysis
- Privacy-Aware Computing
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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Dive into the research topics where Xin HUANG is active. Topic labels come from the works of this scholar.
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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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Efficient Algorithms for Truss Maintenance over Large Dynamic Graphs
1/01/24 → 31/12/26
Project: Research project
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Interactive Search and Summarization on Hierarchical Directed Acyclic Graphs
1/01/22 → 31/12/24
Project: Research project
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Efficient Community Search over Massive Multi-layer Networks
1/01/25 → 31/12/27
Project: Research project
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Graph Matching Optimization: A Multi-Task Framework for Addressing NP-Hard Graph Problems
1/01/25 → 31/12/27
Project: Research project
Research Output
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Adaptive Truss Maximization on Large Graphs: A Minimum Cut Approach
Sun, Z., Huang, X., Piao, C., Long, C. & Xu, J., May 2024, Proceedings - 2024 IEEE 40th International Conference on Data Engineering, ICDE 2024. IEEE, p. 3270-3282 13 p. (International Conference on Data Engineering).Research output: Chapter in book/report/conference proceeding › Conference proceeding › peer-review
Open Access -
Community Detection via Autoencoder-Like Nonnegative Tensor Decomposition
Guan, J., Chen, B. & Huang, X., Mar 2024, In: IEEE Transactions on Neural Networks and Learning Systems. 35, 3, p. 4179-4191 13 p.Research output: Contribution to journal › Journal article › peer-review
1 Citation (Scopus) -
Community Detection via Multihop Nonnegative Matrix Factorization
Guan, J., Chen, B. & Huang, X., Jul 2024, In: IEEE Transactions on Neural Networks and Learning Systems. 35, 7, p. 10033-10044 12 p.Research output: Contribution to journal › Journal article › peer-review
1 Citation (Scopus) -
Differentially Private Graph Neural Networks for Link Prediction
Ran, X., Ye, Q., Hu, H., Huang, X., Xu, J. & Fu, J., 13 May 2024, 2024 IEEE 40th International Conference on Data Engineering (ICDE). IEEE, p. 1632-1644 13 p. (International Conference on Data Engineering).Research output: Chapter in book/report/conference proceeding › Conference proceeding › peer-review
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DKWS: A Distributed System for Keyword Search on Massive Graphs (Extended Abstract)
Jiang, J., Choi, B., Huang, X., Xu, J. & Bhowmick, S. S., 13 May 2024, 2024 IEEE 40th International Conference on Data Engineering (ICDE). IEEE, p. 5689-5690 2 p. 10597854. (Proceedings - International Conference on Data Engineering).Research output: Chapter in book/report/conference proceeding › Conference proceeding › peer-review
Prizes
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2022 AI 2000 Most Influential Scholar Award Honorable Mention
HUANG, Xin (Recipient), 31 May 2022
Prize: Award
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Best Faculty Article Award
SONG, Celine (Recipient), HUANG, Xin (Recipient) & XU, Jianliang (Recipient), 2022
Prize: Award
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Best Paper Nomination
ZHU, Xuliang (Recipient), HUANG, Xin (Recipient), CHOI, Byron (Recipient) & XU, Jianliang (Recipient), 2020
Prize: Award
Activities
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Frontiers in Big Data (Journal)
Xin HUANG (Associate editor)
2022 → …Activity: Publication peer-review/editorial work › Editor/reviewer for publications (incl. CDCF T61 Journal Editor)
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Data Science and Engineering (Journal)
Xin HUANG (Guest editor)
2020Activity: Publication peer-review/editorial work › Editor/reviewer for publications (incl. CDCF T61 Journal Editor)
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International World Wide Web Conference (WWW 2020)
Xin HUANG (Session chair)
2020Activity: Conference/talk/lecture/symposium/speech/workshop, etc › Event organized by non-HKBU units
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World Wide Web (Journal)
Xin HUANG (Guest editor)
2020Activity: Publication peer-review/editorial work › Editor/reviewer for publications (incl. CDCF T61 Journal Editor)
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Complexity (Journal)
Xin HUANG (Guest editor)
2018 → 2019Activity: Publication peer-review/editorial work › Editor/reviewer for publications (incl. CDCF T61 Journal Editor)