Projects per year
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- 6 Similar Scholars
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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PiRecSys: Breaking the Memory Wall of Generative Recommendation Systems with Processing-in-Memory
ZHOU, C. (PI)
1/01/27 → 31/12/29
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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CFDGraph: Privacy-Preserving Graph Processing for Large-Scale Collaborative Fraud Detection
Wu, Q., Zhou, A. C., Allard, T., Ibrahim, S., Feng, Y., Li, L. & Abbadi, A. E., 4 May 2026, 2026 IEEE 42nd International Conference on Data Engineering (ICDE). Daudjee, K., Luo, Q. & Simitsis, A. (eds.). IEEE, p. 1817-1830 14 p. (International Conference on Data Engineering (ICDE)).Research output: Chapter in book/report/conference proceeding › Conference proceeding › peer-review
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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 -
HARMONI: Heterogeneity-Aware I/O Scheduling for Mixed Workloads in SSD-Based HPC Systems
Cai, Z., Zhao, T., Ibrahim, S., Ma, C., Wang, Y., Lu, K. & Zhou, A. C., Dec 2026, In: ACM Transactions on Architecture and Code Optimization. 23, 4, p. 1-24 24 p., 118.Research output: Contribution to journal › Journal article › peer-review
Open Access -
Near-Zero-Overhead Freshness for Recommendation Systems via Inference-Side Model Updates
Yu, W., Chen, S., Chen, C. & Zhou, A. C., 31 Jan 2026, 2026 IEEE International Symposium on High Performance Computer Architecture, HPCA 2026. IEEE, p. 1-15 15 p. (Proceedings - International Symposium on High-Performance Computer Architecture).Research output: Chapter in book/report/conference proceeding › Conference proceeding › peer-review
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PIMFuse: Kernel Fusion for Processing-in-Memory
Yang, F., Zhou, Z., Li, Y., Zhou, A. C., Sun, G., Wang, G., Liu, X. & Yang, M. C., 20 Mar 2026, In: ACM Transactions on Architecture and Code Optimization. 23, 1, p. 1-25 25 p., 5.Research output: Contribution to journal › Journal article › peer-review
Open Access
Prizes
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Activities
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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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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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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)
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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)