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Teng Tian
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Exploration of memory access optimization for FPGA-based 3D CNN accelerator
T Tian, X Jin, L Zhao, X Wang, J Wang, W Wu
2020 Design, Automation & Test in Europe Conference & Exhibition (DATE …, 2020
142020
FP-GNN: adaptive FPGA accelerator for graph neural networks
T Tian, L Zhao, X Wang, Q Wu, W Yuan, X Jin
Future Generation Computer Systems 136, 294-310, 2022
112022
An efficient resource-optimized learning prefetcher for solid state drives
R Xu, X Jin, L Tao, S Guo, Z Xiang, T Tian
2018 Design, Automation & Test in Europe Conference & Exhibition (DATE), 273-276, 2018
112018
BaPipe: Exploration of balanced pipeline parallelism for DNN training
L Zhao, R Xu, T Wang, T Tian, X Wang, W Wu, C Ieong, X Jin
arXiv preprint arXiv:2012.12544, 2020
72020
G-NMP: Accelerating Graph Neural Networks with DIMM-based Near-Memory Processing
T Tian, X Wang, L Zhao, W Wu, X Zhang, F Lu, T Wang, X Jin
Journal of Systems Architecture, 102602, 2022
62022
FTW-GAT: An FPGA-based accelerator for graph attention networks with ternary weights
Z He, T Tian, Q Wu, X Jin
IEEE Transactions on Circuits and Systems II: Express Briefs, 2023
32023
Hugraph: Acceleration of gcn training on heterogeneous fpga clusters with quantization
L Zhao, Q Wu, X Wang, T Tian, W Wu, X Jin
2022 IEEE High Performance Extreme Computing Conference (HPEC), 1-7, 2022
32022
QEGCN: An FPGA-based accelerator for quantized GCNs with edge-level parallelism
W Yuan, T Tian, Q Wu, X Jin
Journal of Systems Architecture 129, 102596, 2022
32022
CINT--An Energy-efficient Mixed-signal In-Memory CNN Accelerator Based on NOR Flash Memory (poster)
L Tao, R Xu, T Tian, Z Xiang, Y Li, X Jin, J Ren, Z Li, C Li
Proceedings of the 17th Annual International Conference on Mobile Systems …, 2019
32019
Bapipe: Balanced pipeline parallelism for dnn training
L Zhao, R Xu, T Wang, T Tian, X Wang, W Wu, CI Ieong, X Jin
Parallel Processing Letters 32 (03n04), 2250005, 2022
22022
Exploration of balanced design in resource-constrained edge device for efficient cnns
X Wang, T Tian, L Zhao, W Wu, X Jin
IEEE Transactions on Circuits and Systems II: Express Briefs 69 (11), 4573-4577, 2022
22022
Software-hardware co-optimization on partial-sum problem for PIM-based neural network accelerator
Q Wu, L Tao, H Liang, W Yuan, T Tian, S Xue, X Jin
2021 IEEE High Performance Extreme Computing Conference (HPEC), 1-7, 2021
22021
Rp-ring: A heterogeneous multi-fpga accelerator
S Guo, T Wang, L Tao, T Tian, Z Xiang, X Jin
International Journal of Reconfigurable Computing 2018, 1-14, 2018
22018
GCINT: Dynamic Quantization Algorithm for Training Graph Convolution Neural Networks Using Only Integers
Q Wu, L Zhao, H Liang, X Wang, LF Tao, T Tian, T Wang, Z He, W Wu, ...
12022
A gather accelerator for GNNs on FPGA platform
W Yuan, T Tian, H Liang, X Jin
2021 IEEE 27th International Conference on Parallel and Distributed Systems …, 2021
12021
An SSD-Based Accelerator for Singular Value Decomposition Recommendation Algorithm on Edge
W Wu, L Zhao, Q Wu, X Wang, T Tian, X Jin
2022 IEEE High Performance Extreme Computing Conference (HPEC), 1-5, 2022
2022
An Efficient Hardware Prefetcher Exploiting the Prefetch Potential of Long-Stride Access Pattern on Virtual Address
T Tian, T Wang, X Jin
2017 IEEE International Symposium on Parallel and Distributed Processing …, 2017
2017
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Articles 1–17