Jenq-Kuen Lee

Publication Activity (10 Years)

Years Active: 2011-2024
Publications (10 Years): 44

Top Topics

Convolutional Neural Network

Top Venues

J. Signal Process. Syst.

Publications

Yi-Fan Chen, Yu-Jen Chang, Ching-Te Chiu, Ming-Long Huang, Geng-Ming Liang, Chao-Lin Lee, Jenq-Kuen Lee, Ping-Yu Hsieh, Wei-Chih Lai
Low DRAM Memory Access and Flexible Dataflow Convolutional Neural Network Accelerator based on RISC-V Custom Instruction. ISCAS (2024)
Chia-Chen Hsu, Chun-Lin Huang, Chao-Lin Lee, Jenq-Kuen Lee, Pei-Hung Lin
The Rewriting of DataRaceBench Benchmark for OpenCL Program Validations. ICPP Workshops (2024)
Jhih-Kuan Lin, Yu-Lun Yang, Hung-Ming Lai, Jenq-Kuen Lee
Rewriting and Optimizing Vector Length Agnostic Intrinsics from Arm SVE to RVV. ICPP Workshops (2024)
Meng-Shiun Yu, Chuan-Yue Yuan, Tai-Liang Chen, Jenq-Kuen Lee
Case Study: Optimization Methods With TVM Hybrid-OP on RISC-V Packed SIMD. IEEE Access 12 (2024)
Ju-Hung Li, Jhih-Kuan Lin, Yung-Cheng Su, Chi-Wei Chu, Lai-Tak Kuok, Hung-Ming Lai, Chao-Lin Lee, Jenq-Kuen Lee
SIMD Everywhere Optimization from ARM NEON to RISC-V Vector Extensions. CoRR (2023)
Geng-Ming Liang, Chao-Lin Lee, Robert Lai, Jenq-Kuen Lee
Support of Sparse Tensor Computing for MLIR HLS. ICPP Workshops (2023)
Hung-Ming Lai, Jenq-Kuen Lee, Yuan-Shin Hwang
Enhancing LLVM Optimizations for Linear Recurrence Programs on RVV. ICPP Workshops (2023)
Kuan-Hsun Chen, Yung-Chia Lin, Jenq-Kuen Lee
Guest Editorial: Special Issue on Systems Optimizations for DSP and AI Applications. J. Signal Process. Syst. 95 (5) (2023)
Chun-Chieh Yang, Yi-Ru Chen, Hui-Hsin Liao, Yuan-Ming Chang, Jenq-Kuen Lee
Auto-tuning Fixed-point Precision with TVM on RISC-V Packed SIMD Extension. ACM Trans. Design Autom. Electr. Syst. 28 (3) (2023)
Jia-Hui Su, Chen-Hua Lu, Jenq-Kuen Lee, Andrea Coluccio, Fabrizio Riente, Marco Vacca, Marco Ottavi, Kuan-Hsun Chen
Simulation Environment with Customized RISC-V Instructions for Logic-in-Memory Architectures. CoRR (2023)
Chao-Lin Lee, Chen-Ting Chao, Wei-Hsu Chu, Ming-Yu Hung, Jenq-Kuen Lee
Accelerating AI Applications with Sparse Matrix Compression in Halide. J. Signal Process. Syst. 95 (5) (2023)
Chao-Lin Lee, Chun-Ping Chung, Sheng-Yuan Cheng, Jenq-Kuen Lee, Robert Lai
Accelerating AI performance with the incorporation of TVM and MediaTek NeuroPilot. Connect. Sci. 35 (1) (2023)
Tai-Liang Chen, I-An Su, Jenq-Kuen Lee
Case Study: Design Strategies for Enabling Visual Application Blocks of Bluetooth Library. IEEE Access 10 (2022)
Po-Yao Chang, Tai-Liang Chen, Yu-Tse Huang, Meng-Shiun Yu, Jenq-Kuen Lee
C++OpenCL4TVM: Support C++OpenCL Kernel for TVM NN Operators. IWOCL (2022)
Hung-Ming Lai, Jenq-Kuen Lee
Efficient Support of the Scan Vector Model for RISC-V Vector Extension. ICPP Workshops (2022)
Meng-Shiuan Shih, Hung-Ming Lai, Chao-Lin Lee, Chung-Kai Chen, Jenq-Kuen Lee
Register-Pressure Aware Predicator for Length Multiplier of RVV. ICPP Workshops (2022)
Geng-Ming Liang, Chuan-Yue Yuan, Meng-Shiun Yuan, Tai-Liang Chen, Kuan-Hsun Chen, Jenq-Kuen Lee
The Support of MLIR HLS Adaptor for LLVM IR. ICPP Workshops (2022)
Kuan-Hsun Chen, Chiahui Su, Christian Hakert, Sebastian Buschjäger, Chao-Lin Lee, Jenq-Kuen Lee, Katharina Morik, Jian-Jia Chen
Efficient Realization of Decision Trees for Real-Time Inference. ACM Trans. Embed. Comput. Syst. 21 (6) (2022)
Sheng-Yuan Cheng, Chun-Ping Chung, Robert Lai, Jenq-Kuen Lee
Application Showcases for TVM with NeuroPilot on Mobile Devices. ICPP Workshops (2022)
Tai-Liang Chen, Yi-Ru Chen, Meng-Shiun Yu, Jenq-Kuen Lee
NNBlocks: a Blockly framework for AI computing. J. Supercomput. 77 (8) (2021)
Shao-Chung Wang, Lin-Ya Yu, Li-An Her, Yuan-Shin Hwang, Jenq-Kuen Lee
Pointer-Based Divergence Analysis for OpenCL 2.0 Programs. ACM Trans. Parallel Comput. 8 (4) (2021)
Yuan-Ming Chang, Chia-Yu Sung, Yu-Chien Sheu, Meng-Shiun Yu, Min-Yih Hsu, Jenq-Kuen Lee
Support NNEF execution model for NNAPI. J. Supercomput. 77 (9) (2021)
Che-Chia Lin, Chao-Lin Lee, Jenq-Kuen Lee, Howard Wang, Ming-Yu Hung
Accelerate Binarized Neural Networks with Processing-in-Memory Enabled by RISC-V Custom Instructions. ICPP Workshops (2021)
Po-Yao Chang, Tai-Liang Chen, Jenq-Kuen Lee
Enabling the Use of C++20 Unseq Execution Policy for OpenCL. IWOCL (2021)
Hui-Hsin Liao, Chao-Lin Lee, Jenq-Kuen Lee, Wei-Chih Lai, Ming-Yu Hung, Chung-Wen Huang
Support Convolution of CNN with Compression Sparse Matrix Multiplication Flow in TVM. ICPP Workshops (2021)
Chao-Lin Lee, Min-Yih Hsu, Bing-Sung Lu, Ming-Yu Hung, Jenq-Kuen Lee
Experiment and enabled flow for GPGPU-Sim simulators with fixed-point instructions. J. Syst. Archit. 111 (2020)
Chen-Ting Chao, Wei-Hsu Chu, Chao-Lin Lee, Jenq-Kuen Lee, Ming-Yu Hung, Hsiang-Wei Sung
Devise Sparse Compression Schedulers to Enhance FastText Methods. ICPP Workshops (2020)
Meng-Shiun Yu, Tai-Liang Chen, Jenq-Kuen Lee
Accelerating NNEF Framework on OpenCL Devices Using clDNN. IWOCL (2020)
Ming-Yi Lai, Chia-Yu Sung, Jenq-Kuen Lee, Ming-Yu Hung
Enabling Android NNAPI Flow for TVM Runtime. ICPP Workshops (2020)
Yi-Ru Chen, Hui-Hsin Liao, Chia-Hsuan Chang, Che-Chia Lin, Chao-Lin Lee, Yuan-Ming Chang, Chun-Chieh Yang, Jenq-Kuen Lee
Experiments and optimizations for TVM on RISC-V Architectures with P Extension. VLSI-DAT (2020)
Chao-Lin Lee, Chen-Ting Chao, Jenq-Kuen Lee, Chung-Wen Huang, Ming-Yu Hung
Sparse-Matrix Compression Primitives with OpenCL Framework to Support Halide. IWOCL (2019)
Chao-Lin Lee, Chen-Ting Chao, Jenq-Kuen Lee, Ming-Yu Hung, Chung-Wen Huang
Accelerate DNN Performance with Sparse Matrix Compression in Halide. ICPP Workshops (2019)
Chun-Chieh Yang, Shao-Chung Wang, Min-Yih Hsu, Yuan-Ming Chang, Yuan-Shin Hwang, Jenq-Kuen Lee
Support OpenCL 2.0 Compiler on LLVM for PTX Simulators. J. Signal Process. Syst. 91 (3-4) (2019)
Chia-Hsuan Chang, Chun-Chieh Yang, Jenq-Kuen Lee, Yung-Chia Lin
Case Study: Support OpenCL Complex Class for Baseband Computing. IWOCL (2019)
Heng Lin, Piyo Chen, Yuan-Shin Hwang, Jenq-Kuen Lee
Devise Rust Compiler Optimizations on RISC-V Architectures with SIMD Instructions. ICPP Workshops (2019)
Yung-Chia Lin, Jenq-Kuen Lee, François Bodin
Guest Editorial: Special Issue on Embedded Multicore Applications and Optimization. J. Signal Process. Syst. 91 (3-4) (2019)
Wei-Cheng Liao, Yuan-Ming Chang, Shao-Chung Wang, Chun-Chieh Yang, Jenq-Kuen Lee, Yuan-Shin Hwang
Scheduling Methods to Optimize Dependent Programs for GPU Architecture. ICPP Workshops (2018)
Tai-Liang Chen, Shih-Huan Chien, Jenq-Kuen Lee
ViennaCL++: Enable TensorFlow/Eigen via ViennaCL with OpenCL C++ Flow. IWOCL (2018)
Shao-Chung Wang, Li-Chen Kan, Chao-Lin Lee, Yuan-Shin Hwang, Jenq-Kuen Lee
Architecture and Compiler Support for GPUs Using Energy-Efficient Affine Register Files. ACM Trans. Design Autom. Electr. Syst. 23 (2) (2018)
Chao-Lin Lee, Min-Yih Hsu, Bing-Sung Lu, Jenq-Kuen Lee
Enable the Flow for GPGPU-Sim Simulators with Fixed-Point Instructions. ICPP Workshops (2018)
Shih-Huan Chien, Yuan-Ming Chang, Chun-Chieh Yang, Yuan-Shin Hwang, Jenq-Kuen Lee
Graph Support and Scheduling for OpenCL on Heterogeneous Multi-core Systems. ICPP Workshops (2018)
Chun-Chieh Yang, Shao-Chung Wang, Min-Yih Hsu, Yuan-Ming Chang, Yuan-Shin Hwang, Jenq-Kuen Lee
OpenCL 2.0 Compiler Adaptation on LLVM for PTX Simulators. ICPP Workshops (2017)
Yuan-Ming Chang, Shao-Chung Wang, Chun-Chieh Yang, Yuan-Shin Hwang, Jenq-Kuen Lee
Enabling PoCL-based runtime frameworks on the HSA for OpenCL 2.0 support. J. Syst. Archit. 81 (2017)
Yu-Chuan Guo, Wuu Yang, Jiunn-Yeu Chen, Jenq-Kuen Lee
Translating the ARM Neon and VFP instructions in a binary translator. Softw. Pract. Exp. 46 (12) (2016)
Wuu Yang, Ming-Hsiang Huang, Jenq-Kuen Lee
On the and-or-scheduling problems. ICPADS (2014)
Pangfeng Liu, Greg C. Lee, Jenq-Kuen Lee, Cheng-Yen Lin
Innovative system and application curriculum on multicore systems. WESE (2011)