| A heterogeneous PIM hardware-software co-design for energy-efficient graph processing Y Huang, L Zheng, P Yao, J Zhao, X Liao, H Jin, J Xue 2020 IEEE International Parallel and Distributed Processing Symposium (IPDPS …, 2020 | 60 | 2020 |
| A locality-aware energy-efficient accelerator for graph mining applications P Yao, L Zheng, Z Zeng, Y Huang, C Gui, X Liao, H Jin, J Xue 2020 53rd Annual IEEE/ACM International Symposium on Microarchitecture …, 2020 | 54* | 2020 |
| Accelerating graph convolutional networks using crossbar-based processing-in-memory architectures Y Huang, L Zheng, P Yao, Q Wang, X Liao, H Jin, J Xue 2022 IEEE International Symposium on High-Performance Computer Architecture …, 2022 | 50 | 2022 |
| Spara: An energy-efficient ReRAM-based accelerator for sparse graph analytics applications L Zheng, J Zhao, Y Huang, Q Wang, Z Zeng, J Xue, X Liao, H Jin 2020 IEEE International Parallel and Distributed Processing Symposium (IPDPS …, 2020 | 41 | 2020 |
| GraSU: A fast graph update library for FPGA-based dynamic graph processing Q Wang, L Zheng, Y Huang, P Yao, C Gui, X Liao, H Jin, W Jiang, F Mao The 2021 ACM/SIGDA International Symposium on Field-Programmable Gate Arrays …, 2021 | 38* | 2021 |
| Scaph: Scalable {GPU-Accelerated} Graph Processing with {Value-Driven} Differential Scheduling L Zheng, X Li, Y Zheng, Y Huang, X Liao, H Jin, J Xue, Z Shao, QS Hua 2020 USENIX Annual Technical Conference (USENIX ATC 20), 573-588, 2020 | 27 | 2020 |
| ScalaGraph: A scalable accelerator for massively parallel graph processing P Yao, L Zheng, Y Huang, Q Wang, C Gui, Z Zeng, X Liao, H Jin, J Xue 2022 IEEE International Symposium on High-Performance Computer Architecture …, 2022 | 22 | 2022 |
| Metanmp: Leveraging cartesian-like product to accelerate hgnns with near-memory processing D Chen, H He, H Jin, L Zheng, Y Huang, X Shen, X Liao Proceedings of the 50th Annual International Symposium on Computer …, 2023 | 19 | 2023 |
| A general offloading approach for near-DRAM processing-in-memory architectures D Chen, H Jin, L Zheng, Y Huang, P Yao, C Gui, Q Wang, H Liu, H He, ... 2022 IEEE International Parallel and Distributed Processing Symposium (IPDPS …, 2022 | 15 | 2022 |
| RAGra: Leveraging monolithic 3D ReRAM for massively-parallel graph processing Y Huang, L Zheng, X Liao, H Jin, P Yao, C Gui 2019 Design, Automation & Test in Europe Conference & Exhibition (DATE …, 2019 | 15 | 2019 |
| ReaDy: A ReRAM-based processing-in-memory accelerator for dynamic graph convolutional networks Y Huang, L Zheng, P Yao, Q Wang, H Liu, X Liao, H Jin, J Xue IEEE Transactions on Computer-Aided Design of Integrated Circuits and …, 2022 | 14 | 2022 |
| Fast sparse deep neural network inference with flexible spmm optimization space exploration J Xin, X Ye, L Zheng, Q Wang, Y Huang, P Yao, L Yu, X Liao, H Jin 2021 IEEE High Performance Extreme Computing Conference (HPEC), 1-7, 2021 | 14 | 2021 |
| Fnng: A high-performance fpga-based accelerator for k-nearest neighbor graph construction C Liu, H Liu, L Zheng, Y Huang, X Ye, X Liao, H Jin Proceedings of the 2023 ACM/SIGDA International Symposium on Field …, 2023 | 13 | 2023 |
| Accelerating personalized recommendation with cross-level near-memory processing H Liu, L Zheng, Y Huang, C Liu, X Ye, J Yuan, X Liao, H Jin, J Xue Proceedings of the 50th Annual International Symposium on Computer …, 2023 | 12 | 2023 |
| Accelerating sparse deep neural network inference using gpu tensor cores Y Sun, L Zheng, Q Wang, X Ye, Y Huang, P Yao, X Liao, H Jin 2022 IEEE High Performance Extreme Computing Conference (HPEC), 1-7, 2022 | 12 | 2022 |
| ReCSA: a dedicated sort accelerator using ReRAM-based content addressable memory H Li, H Jin, L Zheng, Y Huang, X Liao Frontiers of Computer Science 17 (2), 172103, 2023 | 10 | 2023 |
| Efficient time-evolving stream processing at scale X Liao, Y Huang, L Zheng, H Jin IEEE Transactions on Parallel and Distributed Systems 30 (10), 2165-2178, 2019 | 10 | 2019 |
| GraphFly: Efficient asynchronous streaming graphs processing via dependency-flow D Chen, C Gui, Y Zhang, H Jin, L Zheng, Y Huang, X Liao SC22: International Conference for High Performance Computing, Networking …, 2022 | 8 | 2022 |
| Accelerating graph convolutional networks through a PIM-accelerated approach H Jin, D Chen, L Zheng, Y Huang, P Yao, J Zhao, X Liao, W Jiang IEEE Transactions on Computers 72 (9), 2628-2640, 2023 | 7 | 2023 |
| Hardware-accelerated hypergraph processing with chain-driven scheduling Q Wang, L Zheng, J Yuan, Y Huang, P Yao, C Gui, A Hu, X Liao, H Jin 2022 IEEE International Symposium on High-Performance Computer Architecture …, 2022 | 7 | 2022 |
