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Collaborations and top research areas from the last five years
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Embedding Optimization for Large-Scale Recommendation Systems with Streaming Updates
ZHOU, C. (PI)
1/01/26 → 31/12/26
Project: Research project
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Optimizing and Accelerating Graph Neural Networks for Large- Scale Irregular IoT Sensor Data on Chinese NPU Devices
ZHOU, C. (PI), DAI, H. (CoI), Zhuo, S. W. (PI), Zhao, J. (CoI) & Li, G. Z. (CoI)
1/05/25 → 30/04/28
Project: Research project
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Reducing the Communication Overhead of Graph Neural Networks with SmartNICs Hardware
ZHOU, C. (PI)
1/01/24 → 31/12/26
Project: Research project
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Privacy-Preserving Graph Processing for Cross-Institional Fraud Detection
ZHOU, C. (PI)
1/12/24 → 30/11/25
Project: Research project
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GPAQuant: Accelerating Personalized Recommendation with Group-Wise and PIM-Aware Quantization
Chen, S., Zhou, A. C., Li, Y., Si, M. & Balaji, P., 20 Mar 2026, (E-pub ahead of print) In: IEEE Transactions on Computer-Aided Design of Integrated Circuits and Systems. p. 1-14 14 p.Research output: Contribution to journal › Journal article › peer-review
Open Access -
ATLAS: Efficient Dynamic GNN System Through Abstraction-Driven Incremental Execution
Zhou, J., Huang, Y., Zheng, L., Wu, Y., Li, H., Zhou, A. C., Liao, X., Jin, H. & Xue, J., 3 Nov 2025, Advanced Parallel Processing Technologies: 16th International Symposium, APPT 2025, Athens, Greece, July 13-16, 2025, Proceedings. Li, C., Qian, X., Gizopoulos, D. & Grot, B. (eds.). Singapore: Springer, p. 17-33 17 p. (Lecture Notes in Computer Science; vol. 16062)(APPT: International Symposium on Advanced Parallel Processing Technologies).Research output: Chapter in book/report/conference proceeding › Conference proceeding › peer-review
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BurstGPT: A Real-World Workload Dataset to Optimize LLM Serving Systems
Wang, Y., Chen, Y., Li, Z., Kang, X., Fang, Y., Zhou, Y., Zheng, Y., Tang, Z., He, X., Guo, R., Wang, X., Wang, Q., Zhou, A. C. & Chu, X., 3 Aug 2025, KDD '25: Proceedings of the 31st ACM SIGKDD Conference on Knowledge Discovery and Data Mining. New York: Association for Computing Machinery (ACM), Vol. 2. p. 5831-5841 11 p. (Proceedings of the ACM SIGKDD International Conference on Knowledge Discovery and Data Mining).Research output: Chapter in book/report/conference proceeding › Conference proceeding › peer-review
Open Access3 Citations (Scopus) -
CeDMA: Enhancing Memory Efficiency of Heterogeneous Accelerator Systems Through Central DMA Controlling
Li, R., Zheng, L., Huang, Y., Shao, Z., Zhou, A. C., Liao, X., Jin, H. & Xue, J., 3 Nov 2025, Advanced Parallel Processing Technologies: 16th International Symposium, APPT 2025, Athens, Greece, July 13-16, 2025, Proceedings. Li, C., Qian, X., Gizopoulos, D. & Grot, B. (eds.). Singapore: Springer, p. 129-144 16 p. (Lecture Notes in Computer Science; vol. 16062)(APPT: International Symposium on Advanced Parallel Processing Technologies).Research output: Chapter in book/report/conference proceeding › Conference proceeding › peer-review
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Distributed and Adaptive Partitioning for Large Graphs in Geo-Distributed Data Centers
Tan, H., Xiao, Y., Zhou, A. C., Lu, K. & Yang, X., Jun 2025, In: IEEE Transactions on Parallel and Distributed Systems. 36, 6, p. 1161-1174 14 p.Research output: Contribution to journal › Journal article › peer-review
Prizes
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Activities
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Journal of Parallel and Distributed Computing (Journal)
ZHOU, C. (Associate editor)
Jan 2024 → …Activity: Publication peer-review/editorial work › Editor/reviewer for publications (incl. CDCF T61 Journal Editor)
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The International Conference for High Performance Computing, Networking, Storage, and Analysis
ZHOU, C. (Organiser)
17 Nov 2024 → 22 Nov 2024Activity: Conference/talk/lecture/symposium/speech/workshop, etc › Event organized by non-HKBU units
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The International Conference for High Performance Computing, Networking, Storage, and Analysis
ZHOU, A. C. (Organiser)
13 Nov 2022 → 18 Nov 2022Activity: Conference/talk/lecture/symposium/speech/workshop, etc › Event organized by non-HKBU units
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IEEE Transactions on Parallel and Distributed Systems (Journal)
ZHOU, A. C. (Associate editor)
1 Jan 2022 → …Activity: Publication peer-review/editorial work › Editor/reviewer for publications (incl. CDCF T61 Journal Editor)
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Concurrency Computation Practice and Experience (Journal)
ZHOU, A. C. (Guest editor)
1 Jan 2022 → 1 Dec 2024Activity: Publication peer-review/editorial work › Editor/reviewer for publications (incl. CDCF T61 Journal Editor)