2025
MetaHG: Enhancing HGNN Systems Leveraging Advanced Metapath Graph Abstraction.
Proceedings of the Twentieth European Conference on Computer Systems, 2025

2024
L-FNNG: Accelerating Large-Scale KNN Graph Construction on CPU-FPGA Heterogeneous Platform.
ACM Trans. Reconfigurable Technol. Syst., September, 2024

2023
MetaNMP: Leveraging Cartesian-Like Product to Accelerate HGNNs with Near-Memory Processing.
Proceedings of the 50th Annual International Symposium on Computer Architecture, 2023

GraphMetaP: Efficient MetaPath Generation for Dynamic Heterogeneous Graph Models.
Proceedings of the IEEE International Parallel and Distributed Processing Symposium, 2023

2022
A Flexible Yet Efficient DNN Pruning Approach for Crossbar-Based Processing-in-Memory Architectures.
IEEE Trans. Comput. Aided Des. Integr. Circuits Syst., 2022

A General Offloading Approach for Near-DRAM Processing-In-Memory Architectures.
Proceedings of the 2022 IEEE International Parallel and Distributed Processing Symposium, 2022