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Dr. Xiaoyang Lu

Dr. Xiaoyang Lu is a Research Assistant Professor in the Department of Computer Science at the Illinois Institute of Technology and a member of the Gnosis Research Center. Dr. Xiaoyang Lu works under the guidance of Dr. Xian-He Sun.

Dr. Xiaoyang Lu

Publications

Authors
Title
Venue
Type
Date
Links
Y. Wu,
X. Lu,
X. Chen,
Y. Han,
X.-H. Sun
Concurrency-Aware Cache Miss Cost Prediction with Perceptron LearningThe 35th ACM Great Lakes Symposium on VLSI (GLSVLSI 2025), New Orleans, LA, USA, June 30 - July 2, 2025ConferenceJune, 2025TBA
L. Yan,
X. Lu,
S. Xu,
X. Chen,
X. Zou,
Y. Han,
X.-H. Sun
ProMiner: Enhancing Locality, Parallelism, and Offloading for Graph Mining on Processing-in-Memory SystemsIEEE Transactions on Computer-Aided Design of Integrated Circuits and Systems (TCAD), 2025JournalMay, 2025TBA
L. Yan,
X. Lu,
X. Chen,
Y. Han,
X.-H. Sun
Pyramid: Accelerating LLM Inference with Cross-Level Processing-in-MemoryIEEE Computer Architecture Letters (CAL), April 2025JournalApril, 2025TBA
L. Yan,
X. Lu,
X. Chen,
S. Xu,
X. Zou,
Y. Han,
X.-H. Sun
AceMiner: Accelerating Graph Pattern Matching using PIM with Optimized Cache SystemThe 2024 IEEE 42nd International Conference on Computer Design (ICCD'24)ConferenceNovember, 2024
X. Lu,
B. Long,
X. Chen,
Y. Han,
X.-H. Sun
ACES: Accelerating Sparse Matrix Multiplication with Adaptive Execution Flow and Concurrency-Aware Cache OptimizationsThe 29th ACM International Conference on Architectural Support for Programming Languages and Operating Systems (ASPLOS-29)ConferenceApril, 2024
X. Lu,
H. Najafi,
J. Liu,
X.-H. Sun
CHROME: Concurrency-Aware Holistic Cache Management Framework with Online Reinforcement LearningThe 30th IEEE International Symposium on High-Performance Computer Architecture (HPCA 2024), Edinburgh, ScotlandConferenceMarch, 2024
X.-H. Sun,
X. Lu
The Memory-Bounded Speedup Model and Its Impacts in ComputingJournal of Computer Science and Technology (JCST'23), vol. 38, no. 1, February 2023JournalFebruary, 2023
X. Lu,
R. Wang,
X.-H. Sun
CARE: A Concurrency-Aware Enhanced Lightweight Cache Management FrameworkThe 29th IEEE International Symposium on High-Performance Computer Architecture (HPCA-29), Montreal, QC, Canada, February 25 - March 01, 2023ConferenceFebruary, 2023
H. Najafi,
X. Lu,
J. Liu,
X.-H. Sun
A Generalized Model For Modern Hierarchical Memory SystemThe 2022 Winter Simulation Conference (WSC), Singapore, December 11-14, 2022ConferenceDecember, 2022
X. Lu,
R. Wang,
X.-H. Sun
Premier: A Concurrency-Aware Pseudo-Partitioning Framework for Shared Last-Level CacheThe 2021 IEEE 39th International Conference on Computer Design (ICCD'21), October 24 - 27, 2021ConferenceOctober, 2021
L. Yan,
M. Zhang,
R. Wang,
X. Chen,
X. Zou,
X. Lu,
Y. Han,
X.-H. Sun
CoPIM: A Concurrency-aware PIM Workload Offloading Architecture for Graph ApplicationsThe 2021 ACM/IEEE International Symposium on Low Power Electronics and Design (ISLPED'21), July 26, 2021ConferenceJuly, 2021
X. Lu,
R. Wang,
X.-H. Sun
APAC: An Accurate and Adaptive Prefetch Framework with Concurrent Memory Access AnalysisThe 38th IEEE International Conference on Computer Design (ICCD'20), October 18 - 21, 2020ConferenceOctober, 2020