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Tsung Tai Yeh

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2020 – today

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2024
[j4]
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Ching-Jui Lee, Tsung Tai Yeh:
ReSA: Reconfigurable Systolic Array for Multiple Tiny DNN Tensors. ACM Trans. Archit. Code Optim. 21(3): 43:1-43:24 (2024)
[c13]
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En-Ming Huang, Bo-Wun Cheng, Meng-Hsien Lin, Chun-Yi Lee, Tsung Tai Yeh:
WER: Maximizing Parallelism of Irregular Graph Applications Through GPU Warp EqualizeR. ASPDAC 2024: 201-206
[c12]
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Shang-Hung Ti, Tseng-Yi Chen, Tsung Tai Yeh, Shuo-Han Chen, Yu-Pei Liang:
OC-DLRM: Minimizing the I/O Traffic of DLRM Between Main Memory and OCSSD. DATE 2024: 1-2
[c11]
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Yu-Yuan Liu, Hong-Sheng Zheng, Yu Fang Hu, Chen-Fong Hsu, Tsung Tai Yeh:
TinyTS: Memory-Efficient TinyML Model Compiler Framework on Microcontrollers. HPCA 2024: 848-860
2023
[c10]
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  - conf/aspdac/ChengHCSYL23
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Bo-Wun Cheng, En-Ming Huang, Chen-Hao Chao, Wei-Fang Sun, Tsung Tai Yeh, Chun-Yi Lee:
COLAB: Collaborative and Efficient Processing of Replicated Cache Requests in GPU. ASP-DAC 2023: 314-319
[c9]
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Hong-Sheng Zheng, Yu-Yuan Liu, Chen-Fong Hsu, Tsung Tai Yeh:
StreamNet: Memory-Efficient Streaming Tiny Deep Learning Inference on the Microcontroller. NeurIPS 2023
2022
[c8]
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  - conf/isocc/XuanLY22
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Zhou Yu Xuan, Ching-Jui Lee, Tsung Tai Yeh:
Lego: Dynamic Tensor-Splitting Multi-Tenant DNN Models on Multi-Chip-Module Architecture. ISOCC 2022: 173-174
2021
[c7]
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  - conf/hpca/YehSBR21
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Tsung Tai Yeh, Matthew D. Sinclair, Bradford M. Beckmann, Timothy G. Rogers:
Deadline-Aware Offloading for High-Throughput Accelerators. HPCA 2021: 479-492
2020
[c6]
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Tsung Tai Yeh, Roland N. Green, Timothy G. Rogers:
Dimensionality-Aware Redundant SIMT Instruction Elimination. ASPLOS 2020: 1327-1340

2010 – 2019

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2019
[j3]
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Tsung Tai Yeh, Amit Sabne, Putt Sakdhnagool, Rudolf Eigenmann, Timothy G. Rogers:
Pagoda: A GPU Runtime System for Narrow Tasks. ACM Trans. Parallel Comput. 6(4): 21:1-21:23 (2019)
[c5]
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Johnathan Alsop, Xianwei Zhang, Tsung Tai Yeh, Bradford M. Beckmann, Matthew D. Sinclair, Srikant Bharadwaj, Alexandru Dutu, Anthony Gutierrez, Onur Kayiran, Michael LeBeane, Brandon Potter, Sooraj Puthoor:
Optimizing GPU Cache Policies for MI Workloads. IISWC 2019: 243-248
[i1]
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  - journals/corr/abs-1910-00134
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Johnathan Alsop, Matthew D. Sinclair, Srikant Bharadwaj, Alexandru Dutu, Anthony Gutierrez, Onur Kayiran, Michael LeBeane, Sooraj Puthoor, Xianwei Zhang, Tsung Tai Yeh, Bradford M. Beckmann:
Optimizing GPU Cache Policies for MI Workloads. CoRR abs/1910.00134 (2019)
2017
[c4]
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  - conf/ppopp/YehSSER17
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Tsung Tai Yeh, Amit Sabne, Putt Sakdhnagool, Rudolf Eigenmann, Timothy G. Rogers:
Pagoda: Fine-Grained GPU Resource Virtualization for Narrow Tasks. PPoPP 2017: 221-234
2016
[c3]
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Tsung Tai Yeh, Amit Sabne, Putt Sakdhnagool, Rudolf Eigenmann, Timothy G. Rogers:
POSTER: Pagoda: A Runtime System to Maximize GPU Utilization in Data Parallel Tasks with Limited Parallelism. PACT 2016: 449-450
2015
[j2]
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Tseng-Yi Chen, Hsin-Wen Wei, Tsung Tai Yeh, Tsan-sheng Hsu, Wei-Kuan Shih:
An Energy-Efficient and Reliable Storage Mechanism for Data-Intensive Academic Archive Systems. ACM Trans. Storage 11(2): 10:1-10:21 (2015)
2012
[c2]
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  - conf/ucc/ChenYWFSH12
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Tseng-Yi Chen, Tsung Tai Yeh, Hsin-Wen Wei, Yu-Xun Fang, Wei-Kuan Shih, Tsan-sheng Hsu:
CacheRAID: An Efficient Adaptive Write Cache Policy to Conserve RAID Disk Array Energy. UCC 2012: 117-124
2011
[j1]
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Tsung Tai Yeh, Tseng-Yi Chen, Yen-Chiu Chen, Hsin-Wen Wei:
Parallel non-linear dimension reduction algorithm on GPU. Int. J. Granul. Comput. Rough Sets Intell. Syst. 2(2): 149-165 (2011)
2010
[c1]
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  - conf/grc/YehCCS10
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Tsung Tai Yeh, Tseng-Yi Chen, Yen-Chiu Chen, Wei-Kuan Shih:
Efficient Parallel Algorithm for Nonlinear Dimensionality Reduction on GPU. GrC 2010: 592-597

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