Chia-Heng Tu

Publication Activity (10 Years)

Years Active: 2005-2024
Publications (10 Years): 48

Top Topics

Wearable Devices

Homomorphic Encryption

Top Venues

Publications

Chuan-Chi Wang, Yu-Cheng Lin, Yan-Jie Wang, Chia-Heng Tu, Shih-Hao Hung
Queen: A quick, scalable, and comprehensive quantum circuit simulation for supercomputing. CoRR (2024)
Chun-Ting Wu, Yung-Jen Hsu, Chia-Heng Tu, Shao-Hua Wang
Traffic Signal Preemption and Prioritization for High-Density Road Networks. SAC (2024)
Yu-Cheng Lin, Chuan-Chi Wang, Chia-Heng Tu, Shih-Hao Hung
Towards Optimizations of Quantum Circuit Simulation for Solving Max-Cut Problems with QAOA. SAC (2024)
Nai-Wei Hsu, Chuan-Chi Wang, Chia-Hsin Hsu, Chia-Heng Tu, Shih-Hao Hung
Toward cost-effective quantum circuit simulation with performance tuning techniques. Connect. Sci. 36 (1) (2024)
Chun-Ting Wu, Shao-Hua Wang, Chia-Heng Tu
A Simulation Framework for Prototyping Intelligent Vehicle-to-Infrastructure Applications: A Case Study on RSU-Based Intersection Movement Assist for Connected Autonomous Vehicles. IEEE Access 12 (2024)
Hao-Jan Huang, Wen Sheng Lim, Chia-Heng Tu, Chun-Feng Wu, Yuan-Hao Chang
Data Freshness Optimization on Networked Intermittent Systems. DATE (2023)
Yu-Cheng Lin, Chuan-Chi Wang, Chia-Heng Tu, Shih-Hao Hung
Towards Optimizations of Quantum Circuit Simulation for Solving Max-Cut Problems with QAOA. CoRR (2023)
Qihui Sun, Mei-Lan Lin, Chia-Heng Tu
Designing Multi-Class Classifiers for Sub-mA Microcontroller Platforms. ICCE-Taiwan (2023)
Qihui Sun, Chia-Heng Tu
Energy Aware Collaborative Machine Learning on Energy-Harvesting Devices. ICCE-Taiwan (2023)
Chia-Hsin Hsu, Chuan-Chi Wang, Nai-Wei Hsu, Chia-Heng Tu, Shih-Hao Hung
Towards Scalable Quantum Circuit Simulation via RDMA. RACS (2023)
Yu-Tsung Wu, Po-Hsuan Huang, Chia-Heng Tu, Shih-Hao Hung
A Profiling Guided Optimization Scheme for Accelerating Quantum Simulations. ICCE-Taiwan (2023)
Po-Hsuan Huang, Chia-Heng Tu, Shen-Ming Chung, Pei-Yuan Wu, Tung-Lin Tsai, Yi-An Lin, Chun-Yi Dai, Tzu-Yi Liao
SecureTVM: A TVM-based Compiler Framework for Selective Privacy-preserving Neural Inference. ACM Trans. Design Autom. Electr. Syst. 28 (4) (2023)
Shu-Ting Cheng, Wen Sheng Lim, Chia-Heng Tu, Yuan-Hao Chang
TRAIN: A Reinforcement Learning Based Timing-Aware Neural Inference on Intermittent Systems. ICCAD (2023)
Tsung-Yen Wang, Shao-Hua Wang, Chia-Heng Tu, Wen-Yew Liang
CAT: Context Aware Tracing for Rust Asynchronous Programs. SAC (2023)
Chuan-Chi Wang, Chun-Yen Ho, Chia-Heng Tu, Shih-Hao Hung
cuPSO: GPU parallelization for particle swarm optimization algorithms. SAC (2022)
Shao-Hua Wang, Wei-Liang Yiu, Chia-Heng Tu, Da-Wei Chang, Wei-Hsun Lee
A software framework of roadside units for traffic condition perception and broadcast. RACS (2022)
Shao-Hua Wang, Chia-Heng Tu, Ching-Chun Jim Huang, Jyh-Ching Juang
Execution Flow Aware Profiling for ROS-based Autonomous Vehicle Software. ICPP Workshops (2022)
Yu-Cheng Cheng, Ching-Chun Jim Huang, Chia-Heng Tu
ESCA: Effective System Call Aggregation for Event-Driven Servers. PDP (2022)
Zi-Jie Lin, Chuan-Chi Wang, Chia-Heng Tu, Shih-Hao Hung
Performance Acceleration of Secure Machine Learning Computations for Edge Applications. RTCSA (2022)
Shao-Hua Wang, Chun-Ting Wu, Chia-Heng Tu, Jyh-Ching Juang, Tsung-Ming Hsu
Automated Bus Rapid Transit System Development with 3D Simulations. ICCE-TW (2022)
Chuan-Chi Wang, Chia-Heng Tu, Ming-Chang Kao, Shih-Hao Hung
TensorHE: a homomorphic encryption transformer for privacy-preserving deep learning. RACS (2022)
Po-Hsuan Huang, Ting-Wei Chang, Chia-Heng Tu, Shen-Ming Chung
POPS: an off-peak precomputing scheme for privacy-preserving computing. J. Supercomput. 78 (15) (2022)
Shao-Hua Wang, Chia-Heng Tu, Jyh-Ching Juang
Automatic traffic modelling for creating digital twins to facilitate autonomous vehicle development. Connect. Sci. 34 (1) (2022)
Chuan-Chi Wang, Chun-Yen Ho, Chia-Heng Tu, Shih-Hao Hung
cuPSO: GPU Parallelization for Particle Swarm Optimization Algorithms. CoRR (2022)
Chia-Heng Tu, Qihui Sun, Mu-Hsuan Cheng
On designing the adaptive computation framework of distributed deep learning models for Internet-of-Things applications. J. Supercomput. 77 (11) (2021)
Po-Hsuan Huang, Chia-Heng Tu, Shen-Ming Chung
TONIC: towards oblivious neural inference compiler. SAC (2021)
Wen Sheng Lim, Chia-Heng Tu, Chun-Feng Wu, Yuan-Hao Chang
iCheck: Progressive Checkpointing for Intermittent Systems. IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. 40 (11) (2021)
Chia-Heng Tu, Qihui Sun, Hsiao-Hsuan Chang
RAP: A Software Framework of Developing Convolutional Neural Networks for Resource-constrained Devices Using Environmental Monitoring as a Case Study. ACM Trans. Cyber Phys. Syst. 5 (4) (2021)
Chuan-Chi Wang, Ying-Chiao Liao, Chia-Heng Tu, Ming-Chang Kao, Wen-Yew Liang, Shih-Hao Hung
ResPerfNet: Deep Residual Learning for Regressional Performance Modeling of Deep Neural Networks. CoRR (2020)
Shen-Ming Chung, Ming-Der Shieh, Tzi-Cker Chiueh, Chia-Chia Liu, Chia-Heng Tu
uFETCH: A Unified Searchable Encryption Scheme and Its Saas-Native to Make DBMS Privacy-Preserving. IEEE Access 8 (2020)
Shao-Hua Wang, Chen-Xuan Lin, Chia-Heng Tu, Ching-Chun Jim Huang, Jyh-Ching Juang
Autonomous Vehicle Simulation for Asia Urban Areas with a Perspective from Education. ICS (2020)
Ying-Chiao Liao, Chuan-Chi Wang, Chia-Heng Tu, Ming-Chang Kao, Wen-Yew Liang, Shih-Hao Hung
PerfNetRT: Platform-Aware Performance Modeling for Optimized Deep Neural Networks. ICS (2020)
Chia-Heng Tu, Te-Sheng Lin
Augmenting Operating Systems with OpenCL Accelerators. ACM Trans. Design Autom. Electr. Syst. 24 (3) (2019)
Shih-Wei Liao, Shao-Yun Kuang, Chia-Lung Kao, Chia-Heng Tu
A Halide-based Synergistic Computing Framework for Heterogeneous Systems. J. Signal Process. Syst. 91 (3-4) (2019)
Yuan-Shin Hwang, Hsih-Hsin Lin, Shen-Hung Pai, Chia-Heng Tu
GPUBlocks: GUI Programming Tool for CUDA and OpenCL. J. Signal Process. Syst. 91 (3-4) (2019)
Yi-Hong Lyu, Cheng-Yueh Liu, Chen-Pang Lee, Chia-Heng Tu, Shih-Hao Hung
Modeling Interprocessor Communication and Performance Scalability for Distributed Deep Learning Systems. HPCS (2019)
Chih Wei Yeh, Chia-Heng Tu, Shih-Hao Hung
Rapid Hybrid Simulation Methods for Exploring the Design Space of Signal Processors with Dynamic and Scalable Timing Models. J. Signal Process. Syst. 91 (3-4) (2019)
Mu-Hsuan Cheng, Qihui Sun, Chia-Heng Tu
An Adaptive Computation Framework of Distributed Deep Learning Models for Internet-of-Things Applications. RTCSA (2018)
Pei-Jen Wang, Cheng-Yueh Liu, Chia-Heng Tu, Chen-Pang Lee, Shih-Hao Hung
Acceleration of Monte-Carlo simulation on high performance computing platforms. RACS (2018)
Cheng-Yueh Liu, Po-Yao Huang, Chia-Heng Tu, Shih-Hao Hung
A Fast and Scalable Cluster Simulator for Network Performance Projection of HPC Applications. HPCS (2018)
Po-Chun Huang, Yuan-Hao Chang, Tseng-Yi Chen, Chia-Heng Tu, Chun Chen, Hsin-Wen Wei, Wei-Kuan Shih
Performance optimization of heterogeneous cloud storage with bandwidth & capacity considerations. SAC (2018)
Chih Wei Yeh, Chia-Heng Tu, Yi-Chuan Liang, Shih-Hao Hung
Phase-Based Profiling and Performance Prediction with Timing Approximate Simulators. RTCSA (2018)
Wei-Cheng Lin, Chia-Heng Tu, Chih Wei Yeh, Shih-Hao Hung
GPU acceleration for Kernel Samepage Merging. RTCSA (2017)
Cheng-Kung Lai, Chih Wei Yeh, Chia-Heng Tu, Shih-Hao Hung
Fast profiling framework and race detection for heterogeneous system. J. Syst. Archit. 81 (2017)
Tsung-Han Chiang, Cheng-Yueh Liu, Chih Wei Yeh, Chia-Heng Tu, Shih-Hao Hung
Program Analysis with a Loop-Function-based Tracing Tool on Virtual Platforms. RACS (2017)
Wei-Lin Wang, Yuan-Hao Chang, Po-Chun Huang, Chia-Heng Tu, Hsin-Wen Wei, Wei-Kuan Shih
Relay-based key management to support secure deletion for resource-constrained flash-memory storage devices. ASP-DAC (2016)
Yi-Wei Chen, Shih-Hao Hung, Chia-Heng Tu, Chih Wei Yeh
Virtual Hadoop: MapReduce over Docker Containers with an Auto-Scaling Mechanism for Heterogeneous Environments. RACS (2016)
Shih-Hao Hung, Min-Yu Tsai, Bo-Yi Huang, Chia-Heng Tu
A Platform-Oblivious Approach for Heterogeneous Computing: A Case Study with Monte Carlo-based Simulation for Medical Applications. FPGA (2016)
Hsih-Hsin Lin, Chia-Heng Tu, Yuan-Shin Hwang
CUDABlock: A GUI Programming Tool for CUDA. ICPP Workshops (2015)
Tai-Lun Tseng, Shih-Hao Hung, Chia-Heng Tu
Migratom.js: a JavaScript migration framework for distributed web computing and mobile devices. SAC (2015)
Sheng-Wei Cheng, Che-Wei Chang, Yuan-Hao Chang, Pi-Cheng Hsiu, Chia-Heng Tu
The deployment of shared data objects among handheld and wearable devices. SAC (2015)
Shih-Hao Hung, Jen-Hao Chen, Chia-Heng Tu, Jeng-Peng Shieh, Roger Chien
Exploring the Design Space for Android Smartphones. IMIS (2014)
Shih-Hao Hung, Po-Hsun Chiu, Chia-Heng Tu, Wei-Ting Chou, Wen-Long Yang
Message-Passing Programming for Embedded Multicore Signal-Processing Platforms. J. Signal Process. Syst. 75 (2) (2014)
Ming-Chang Yang, Yuan-Hung Kuan, Yuan-Hao Chang, Pei-Lun Suei, Chia-Heng Tu, Norman Chang
Bad page relaxation to prolong the lifetime of flash devices. GCCE (2014)
Shih-Hao Hung, Tien-Tzong Tzeng, Jyun-De Wu, Min-Yu Tsai, Yi-Chih Lu, Jeng-Peng Shieh, Chia-Heng Tu, Wen-Jen Ho
MobileFBP: Designing portable reconfigurable applications for heterogeneous systems. J. Syst. Archit. 60 (1) (2014)
Chia-Heng Tu, Hui-Hsin Hsu, Jen-Hao Chen, Chun-Han Chen, Shih-Hao Hung
Performance and power profiling for emulated Android systems. ACM Trans. Design Autom. Electr. Syst. 19 (2) (2014)
Shih-Hao Hung, Fu-Tien Liang, Chia-Heng Tu, Norman Chang
Performance and Power Estimation for Mobile-Cloud Applications on Virtualized Platforms. IMIS (2013)
Chia-Heng Tu, Shih-Hao Hung, Tung-Chieh Tsai
MCEmu: A Framework for Software Development and Performance Analysis of Multicore Systems. ACM Trans. Design Autom. Electr. Syst. 17 (4) (2012)
Shih-Hao Hung, Po-Hsun Chiu, Chia-Heng Tu, Wei-Ting Chou, Wen-Long Yang
On the Portability and Performance of Message-Passing Programs on Embedded Multicore Platforms. IPDPS Workshops (2012)
Shih-Hao Hung, Chi-Sheng Shih, Tei-Wei Kuo, Chia-Heng Tu, Che-Wei Chang
A real-time, energy-efficient system software suite for heterogeneous multicore platforms. CODES+ISSS (2012)
Shih-Hao Hung, Tei-Wei Kuo, Chi-Sheng Shih, Chia-Heng Tu
System-wide profiling and optimization with virtual machines. ASP-DAC (2012)
Shih-Hao Hung, Chun-Han Chen, Chia-Heng Tu
Performance evaluation of machine-to-machine (M2M) systems with virtual machines. WPMC (2012)
Shih-Hao Hung, Chia-Heng Tu, Wen-Long Yang
A portable, efficient inter-core communication scheme for embedded multicore platforms. J. Syst. Archit. 57 (2) (2011)
Nei-Chiung Perng, Shih-Hao Hung, Chia-Heng Tu
Task Scheduling for Context Minimization in Dynamically Reconfigurable Platforms. J. Signal Process. Syst. 59 (1) (2010)
Shih-Hao Hung, Wen-Long Yang, Chia-Heng Tu
Designing and Implementing a Portable, Efficient Inter-core Communication Scheme for Embedded Multicore Platforms. RTCSA (2010)
Yun-Hung Liaw, Shih-Hao Hung, Chia-Heng Tu
V2X: An Automated Tool for Building SystemC-Based Simulation Environments in Designing Multicore Systems-on-Chips. ISPA (2010)
Wen-Chang Hsu, Shih-Hao Hung, Chia-Heng Tu
A Virtual Timing Device for Program Performance Analysis. CIT (2010)
Shih-Hao Hung, Chia-Heng Tu, Thean-Siew Soon
Trace-based performance analysis framework for heterogeneous multicore systems. ASP-DAC (2010)
Shih-wei Liao, Tzu-Han Hung, Donald Nguyen, Chinyen Chou, Chia-Heng Tu, Hucheng Zhou
Machine learning-based prefetch optimization for data center applications. SC (2009)
Yu-Hsien Lin, Chia-Heng Tu, Chi-Sheng Shih, Shih-Hao Hung
Zero-Buffer Inter-core Process Communication Protocol for Heterogeneous Multi-core Platforms. RTCSA (2009)
Shih-wei Liao, Tzu-Han Hung, Donald Nguyen, Hucheng Zhou, Chinyen Chou, Chia-Heng Tu
Prefetch optimizations on large-scale applications via parameter value prediction. ICS (2009)
Shih-Hao Hung, Chia-Heng Tu, Huang-Sen Lin, Chi-Meng Chen
An Automatic Compiler Optimizations Selection Framework for Embedded Applications. ICESS (2009)
Shih-Hao Hung, Chien-Cheng Wu, Chia-Heng Tu
Optimizing the Embedded Caching and Prefetching Software on a Network-Attached Storage System. EUC (1) (2008)
Shih-Hao Hung, Shu-Jheng Huang, Chia-Heng Tu
New Tracing and Performance Analysis Techniques for Embedded Applications. RTCSA (2008)
Shih-Wei Liao, Shih-Hao Hung, Chia-Heng Tu, Jen-Hao Chen
Scalable Lossless High Definition Image Coding on Multicore Platforms. EUC (2007)
Hung-Hsiang Lin, Chia-Heng Tu, Yuan-Shin Hwang
Dynamic Load-Balancing of Jini Services with Smart Proxies. PDPTA (2005)