(2021) IEEE Transactions on Computer-Aided Design Donald O. Pederson Best Paper Award.
(2020) Best Paper Award Nomination, ASP-DAC 2020.
(2019) ACM SIGDA Meritorious Service Award.
(2019) Employer Diversity Recognition Award.
(2019) Best Paper Award Nomination, CODES+ISSS 2019.
(2019) Best Paper Award Nomination, DAC 2019.
(2018) Best Paper Award Nomination, ISQED 2018.
(2017) Best Paper Award Nomination, DAC 2017.
PhD, University of Texas at Dallas, 2007 - 2013
B.E., Shandong University, 2003 - 2007
Deng, J., Dong, S., Chen, L., Hu, J., & Zhuo, C. (2024). STDF: Spatio-Temporal Deformable Fusion for Video Quality Enhancement on Embedded Platforms. ACM TRANSACTIONS ON EMBEDDED COMPUTING SYSTEMS, 23(2), 1-25.Association for Computing Machinery (ACM). doi: 10.1145/3645113.
Dong, P., Zhuang, J., Yang, Z., Ji, S., Li, Y., Xu, D., Huang, H., Hu, J., Jones, A.K., Shi, Y., Wang, Y., & Zhou, P. (2024). EQ-ViT: Algorithm-Hardware Co-Design for End-to-End Acceleration of Real-Time Vision Transformer Inference on Versal ACAP Architecture. IEEE TRANSACTIONS ON COMPUTER-AIDED DESIGN OF INTEGRATED CIRCUITS AND SYSTEMS, 43(11), 3949-3960.Institute of Electrical and Electronics Engineers (IEEE). doi: 10.1109/TCAD.2024.3443692.
Jia, Z., Zhou, T., Yan, Z., Hu, J., & Shi, Y. (2024). Personalized Meta-Federated Learning for IoT-Enabled Health Monitoring. IEEE TRANSACTIONS ON COMPUTER-AIDED DESIGN OF INTEGRATED CIRCUITS AND SYSTEMS, 43(10), 3157-3170.Institute of Electrical and Electronics Engineers (IEEE). doi: 10.1109/TCAD.2024.3388908.
Tang, Y., Song, Y., Elango, N., Priya, S.R., Jones, A.K., Xiong, J., Zhou, P., & Hu, J. (2024). CHEF: A Framework for Deploying Heterogeneous Models on Clusters with Heterogeneous FPGAs. IEEE Trans Comput Aided Des Integr Circuits Syst, 43(11), 3937-3948.Institute of Electrical and Electronics Engineers (IEEE). doi: 10.1109/tcad.2024.3438994.
Zhhuang, J., Lau, J., Ye, H., Yang, Z., Ji, S., Lo, J., Denolf, K., Neuendorffer, S., Jones, A., Hu, J., Shi, Y., Chen, D., Cong, J., & Zhou, P. (2024). CHARM 2.0: Composing Heterogeneous Accelerators for Deep Learning on Versal ACAP Architecture. ACM TRANSACTIONS ON RECONFIGURABLE TECHNOLOGY AND SYSTEMS, 17(3), 1-31.Association for Computing Machinery (ACM). doi: 10.1145/3686163.
Ollivier, S., Li, S., Tang, Y., Cahoon, S., Caginalp, R., Chaudhuri, C., Zhou, P., Tang, X., Hu, J., & Jones, A.K. (2023). Sustainable AI Processing at the Edge. IEEE MICRO, 43(1), 19-28.Institute of Electrical and Electronics Engineers (IEEE). doi: 10.1109/MM.2022.3220399.
Ollivier, S., Longofono, S., Dutta, P., Hu, J., Bhanja, S., & Jones, A.K. (2023). Toward Comprehensive Shifting Fault Tolerance for Domain-Wall Memories With PIETT. IEEE TRANSACTIONS ON COMPUTERS, 72(4), 1095-1109.Institute of Electrical and Electronics Engineers (IEEE). doi: 10.1109/TC.2022.3188206.
Shi, J., Wu, Y., Zeng, D., Tao, J., Hu, J., & Shi, Y. (2023). Self-Supervised On-Device Federated Learning From Unlabeled Streams. IEEE TRANSACTIONS ON COMPUTER-AIDED DESIGN OF INTEGRATED CIRCUITS AND SYSTEMS, 42(12), 4871-4882.Institute of Electrical and Electronics Engineers (IEEE). doi: 10.1109/TCAD.2023.3274956.
Wu, T., Ma, K., Hu, J., Xue, J., Li, J., Shi, X., Yang, H., & Liu, Y. (2023). Reliable and Efficient Parallel Checkpointing Framework for Nonvolatile Processor With Concurrent Peripherals. IEEE TRANSACTIONS ON CIRCUITS AND SYSTEMS I-REGULAR PAPERS, 70(1), 228-240.Institute of Electrical and Electronics Engineers (IEEE). doi: 10.1109/TCSI.2022.3208523.
Delanerolle, G., Hu, J., Cavalini, H., Yardley, L., Barnard-Kelly, K., Elliot, K., Raymont, V., Rathod, S., Shi, J.Q., & Phiri, P. (2022). Impact of SARS-Cov-2 on Clinical Trial Unit workforce in the United Kingdom; An observational study. 2022.06.30.22277052.Cold Spring Harbor Laboratory. doi: 10.1101/2022.06.30.22277052.
Jia, Z., Shi, Y., & Hu, J. (2022). Personalized Neural Network for Patient-Specific Health Monitoring in IoT: A Metalearning Approach. IEEE TRANSACTIONS ON COMPUTER-AIDED DESIGN OF INTEGRATED CIRCUITS AND SYSTEMS, 41(12), 5394-5407.Institute of Electrical and Electronics Engineers (IEEE). doi: 10.1109/TCAD.2022.3162182.
Li, Y., Wu, Y., Zhang, X., Hu, J., & Lee, I. (2022). Energy-Aware Adaptive Multi-Exit Neural Network Inference Implementation for a Millimeter-Scale Sensing System. IEEE TRANSACTIONS ON VERY LARGE SCALE INTEGRATION (VLSI) SYSTEMS, 30(7), 849-859.Institute of Electrical and Electronics Engineers (IEEE). doi: 10.1109/TVLSI.2022.3171308.
Ollivier, S., Zhang, X., Tang, Y., Choudhuri, C., Hu, J., & Jones, A.K. (2022). FPIRM: Floating-point Processing in Racetrack Memories.
Ollivier, S., Zhang, X., Tang, Y., Choudhuri, C., Hu, J., & Jones, A.K. (2022). Pod-racing: bulk-bitwise to floating-point compute in racetrack memory for machine learning at the edge. IEEE MICRO, 42(6), 9-16.Institute of Electrical and Electronics Engineers (IEEE). doi: 10.1109/MM.2022.3195761.
Tang, Y., Wu, Y., Zhou, P., & Hu, J. (2022). Enabling Weakly Supervised Temporal Action Localization From On-Device Learning of the Video Stream. IEEE TRANSACTIONS ON COMPUTER-AIDED DESIGN OF INTEGRATED CIRCUITS AND SYSTEMS, 41(11), 3910-3921.Institute of Electrical and Electronics Engineers (IEEE). doi: 10.1109/TCAD.2022.3197536.
Tang, Y., Zhang, X., Zhou, P., & Hu, J. (2022). EF-Train: Enable Efficient On-device CNN Training on FPGA through Data Reshaping for Online Adaptation or Personalization. ACM TRANSACTIONS ON DESIGN AUTOMATION OF ELECTRONIC SYSTEMS, 27(5), 1-36.Association for Computing Machinery (ACM). doi: 10.1145/3505633.
Wu, Y., Jia, Z., Fang, F., & Hu, J. (2022). Cooperative Communication Between Two Transiently Powered Sensor Nodes by Reinforcement Learning. IEEE TRANSACTIONS ON COMPUTER-AIDED DESIGN OF INTEGRATED CIRCUITS AND SYSTEMS, 41(1), 76-90.Institute of Electrical and Electronics Engineers (IEEE). doi: 10.1109/TCAD.2021.3054329.
Wu, Y., Zeng, D., Wang, Z., Shi, Y., & Hu, J. (2022). Distributed contrastive learning for medical image segmentation. Med Image Anal, 81, 102564.Elsevier. doi: 10.1016/j.media.2022.102564.
Hu, J., Zhu, Q., & Jha, S. (2021). Introduction to the Special Issue on Artificial Intelligence and Cyber-Physical Systems: Part 1. ACM Transactions on Cyber-Physical Systems, 5(4), 1-3.Association for Computing Machinery (ACM). doi: 10.1145/3471164.
Jiang, W., Lou, Q., Yan, Z., Yang, L., Hu, J., Hu, X.S., & Shi, Y. (2021). Device-Circuit-Architecture Co-Exploration for Computing-in-Memory Neural Accelerators. IEEE TRANSACTIONS ON COMPUTERS, 70(4), 595-605.Institute of Electrical and Electronics Engineers (IEEE). doi: 10.1109/TC.2020.2991575.
Li, Y., Gao, Y., Shao, M., Tonecha, J.T., Wu, Y., Hu, J., & Lee, I. (2021). Implementation of Multi-Exit Neural-Network Inferences for an Image-Based Sensing System with Energy Harvesting. JOURNAL OF LOW POWER ELECTRONICS AND APPLICATIONS, 11(3), 34.MDPI. doi: 10.3390/jlpea11030034.
Ollivier, S., Longofono, S., Dutta, P., Hu, J., Bhanja, S., & Jones, A.K. (2021). PIRM: Processing In Racetrack Memories.
Xu, X., Zhang, X., Yu, B., Hu, X.S., Rowen, C., Hu, J., & Shi, Y. (2021). DAC-SDC Low Power Object Detection Challenge for UAV Applications. IEEE Trans Pattern Anal Mach Intell, 43(2), 392-403.Institute of Electrical and Electronics Engineers (IEEE). doi: 10.1109/TPAMI.2019.2932429.
Zhang, X., Wu, Y., Zhou, P., Tang, X., & Hu, J. (2021). Algorithm-hardware Co-design of Attention Mechanism on FPGA Devices. ACM TRANSACTIONS ON EMBEDDED COMPUTING SYSTEMS, 20(5), 1-24.Association for Computing Machinery (ACM). doi: 10.1145/3477002.
Clark, R.M., Dickerson, S., Bedewy, M., Chen, K.P., Dallal, A., Gomez, A., Hu, J., Kerestes, R., & Luangkesorn, L. (2020). Social-Driven Propagation of Active Learning and Associated Scholarship Activity in Engineering: A Case Study. INTERNATIONAL JOURNAL OF ENGINEERING EDUCATION, 36(5), 1667-1680.
Jiang, W., Yang, L., Dasgupta, S., Hu, J., & Shi, Y. (2020). Standing on the Shoulders of Giants: Hardware and Neural Architecture Co-Search With Hot Start. IEEE TRANSACTIONS ON COMPUTER-AIDED DESIGN OF INTEGRATED CIRCUITS AND SYSTEMS, 39(11), 4154-4165.Institute of Electrical and Electronics Engineers (IEEE). doi: 10.1109/TCAD.2020.3012863.
Jiang, W., Yang, L., Sha, E.H.M., Zhuge, Q., Gu, S., Dasgupta, S., Shi, Y., & Hu, J. (2020). Hardware/Software Co-Exploration of Neural Architectures. IEEE TRANSACTIONS ON COMPUTER-AIDED DESIGN OF INTEGRATED CIRCUITS AND SYSTEMS, 39(12), 4805-4815.Institute of Electrical and Electronics Engineers (IEEE). doi: 10.1109/TCAD.2020.2986127.
Liu, K., Zhao, M., Ju, L., Jia, Z., Hu, J., & Xue, C.J. (2020). Applying Multiple Level Cell to Non-volatile FPGAs. ACM TRANSACTIONS ON EMBEDDED COMPUTING SYSTEMS, 19(4), 1-22.Association for Computing Machinery (ACM). doi: 10.1145/3400885.
Qiu, K., Li, Q., Hu, J., Zhang, W., & Xue, C.J. (2020). Write Mode Aware Loop Tiling for High-Performance Low-Power Volatile PCM in Embedded Systems. In Smart Sensors and Systems. (pp. 171-198).Springer Nature. doi: 10.1007/978-3-030-42234-9_10.
Wang, Y., Liu, J., & Hu, J. (2020). Communication-Aware Task Scheduling for Energy-Harvesting Nonvolatile Processors. IEEE TRANSACTIONS ON VERY LARGE SCALE INTEGRATION (VLSI) SYSTEMS, 28(8), 1796-1806.Institute of Electrical and Electronics Engineers (IEEE). doi: 10.1109/TVLSI.2020.2978543.
Zhang, X., Patterson, C., Liu, Y., Yang, C., Xue, C.J., & Hu, J. (2020). Low Overhead Online Data Flow Tracking for Intermittently Powered Non-Volatile FPGAs. ACM JOURNAL ON EMERGING TECHNOLOGIES IN COMPUTING SYSTEMS, 16(3), 1-20.Association for Computing Machinery (ACM). doi: 10.1145/3371392.
Chang, Y.H., Hu, J., Tahoori, M.B., & DeMara, R.F. (2019). Guest Editorial: IEEE Transactions on Computers Special Section on Emerging Non-Volatile Memory Technologies: From Devices to Architectures and Systems. IEEE Transactions on Computers, 68(8), 1111-1113.Institute of Electrical and Electronics Engineers (IEEE). doi: 10.1109/tc.2019.2923033.
Fu, C., Liu, Q., Wu, P., Li, M., Xue, C.J., Zhao, Y., Hu, J., & Han, S. (2019). Real-Time Data Retrieval in Cyber-Physical Systems with Temporal Validity and Data Availability Constraints. IEEE TRANSACTIONS ON KNOWLEDGE AND DATA ENGINEERING, 31(9), 1779-1793.Institute of Electrical and Electronics Engineers (IEEE). doi: 10.1109/TKDE.2018.2866842.
Jiang, W., Sha, E.H.M., Zhuge, Q., Yang, L., Chen, X., & Hu, J. (2019). On the Design of Time-Constrained and Buffer-Optimal Self-Timed Pipelines. IEEE TRANSACTIONS ON COMPUTER-AIDED DESIGN OF INTEGRATED CIRCUITS AND SYSTEMS, 38(8), 1515-1528.Institute of Electrical and Electronics Engineers (IEEE). doi: 10.1109/TCAD.2018.2846642.
Li, F., Qiu, K., Zhao, M., Hu, J., Liu, Y., Guan, Y., & Xue, C.J. (2019). Checkpointing-Aware Loop Tiling for Energy Harvesting Powered Nonvolatile Processors. IEEE TRANSACTIONS ON COMPUTER-AIDED DESIGN OF INTEGRATED CIRCUITS AND SYSTEMS, 38(1), 15-28.Institute of Electrical and Electronics Engineers (IEEE). doi: 10.1109/TCAD.2018.2803624.
Pan, C., Xie, M., Han, S., Mao, Z.H., & Hu, J. (2019). Modeling and Optimization for Self-powered Non-volatile IoT Edge Devices with Ultra-low Harvesting Power. ACM Transactions on Cyber-Physical Systems, 3(3), 1-26.Association for Computing Machinery (ACM). doi: 10.1145/3324609.
Xie, M., Pan, C., Zhang, Y., Hu, J., Liu, Y., & Xue, C.J. (2019). A Novel STT-RAM-Based Hybrid Cache for Intermittently Powered Processors in IoT Devices. IEEE MICRO, 39(1), 24-32.Institute of Electrical and Electronics Engineers (IEEE). doi: 10.1109/MM.2018.2890257.
Jiang, W., Sha, E.H.M., Zhuge, Q., Yang, L., Chen, X., & Hu, J. (2018). Heterogeneous FPGA-Based Cost-Optimal Design for Timing-Constrained CNNs. IEEE TRANSACTIONS ON COMPUTER-AIDED DESIGN OF INTEGRATED CIRCUITS AND SYSTEMS, 37(11), 2542-2554.Institute of Electrical and Electronics Engineers (IEEE). doi: 10.1109/TCAD.2018.2857098.
Ju, L., Sui, X., Li, S., Zhao, M., Xue, C.J., Hu, J., & Jia, Z. (2018). NVM-Based FPGA Block RAM With Adaptive SLC-MLC Conversion. IEEE TRANSACTIONS ON COMPUTER-AIDED DESIGN OF INTEGRATED CIRCUITS AND SYSTEMS, 37(11), 2661-2672.Institute of Electrical and Electronics Engineers (IEEE). doi: 10.1109/TCAD.2018.2857261.
Li, J., Liu, Y., Li, H., Yuan, Z., Fu, C., Yue, J., Feng, X., Xue, C.J., Hu, J., & Yang, H. (2018). PATH: Performance-Aware Task Scheduling for Energy-Harvesting Nonvolatile Processors. IEEE TRANSACTIONS ON VERY LARGE SCALE INTEGRATION (VLSI) SYSTEMS, 26(9), 1671-1684.Institute of Electrical and Electronics Engineers (IEEE). doi: 10.1109/TVLSI.2018.2825605.
Luo, H., Liu, Q., Hu, J., Li, Q., Shi, L., Zhuge, Q., & Sha, E.H.M. (2018). Write Energy Reduction for PCM via Pumping Efficiency Improvement. ACM TRANSACTIONS ON STORAGE, 14(3), 1-21.Association for Computing Machinery (ACM). doi: 10.1145/3200139.
Pan, C., Xie, M., & Hu, J. (2018). ENZYME: An Energy-Efficient Transient Computing Paradigm for Ultralow Self-Powered IoT Edge Devices. IEEE TRANSACTIONS ON COMPUTER-AIDED DESIGN OF INTEGRATED CIRCUITS AND SYSTEMS, 37(11), 2440-2450.Institute of Electrical and Electronics Engineers (IEEE). doi: 10.1109/TCAD.2018.2858478.
Xie, M., Li, S., Glova, A.O., Hu, J., & Xie, Y. (2018). Securing Emerging Nonvolatile Main Memory With Fast and Energy-Efficient AES In-Memory Implementation. IEEE TRANSACTIONS ON VERY LARGE SCALE INTEGRATION (VLSI) SYSTEMS, 26(11), 2443-2455.Institute of Electrical and Electronics Engineers (IEEE). doi: 10.1109/TVLSI.2018.2865133.
Xie, M., Pan, C., Zhao, M., Liu, Y., Xue, C.J., & Hu, J. (2018). Avoiding Data Inconsistency in Energy Harvesting Powered Embedded Systems. ACM TRANSACTIONS ON DESIGN AUTOMATION OF ELECTRONIC SYSTEMS, 23(3), 1-25.Association for Computing Machinery (ACM). doi: 10.1145/3182170.
Chen, R., Wang, Y., Hu, J., Liu, D., Shao, Z., & Guan, Y. (2017). vFlash: Virtualized Flash for Optimizing the I/O Performance in Mobile Devices. IEEE TRANSACTIONS ON COMPUTER-AIDED DESIGN OF INTEGRATED CIRCUITS AND SYSTEMS, 36(7), 1203-1214.Institute of Electrical and Electronics Engineers (IEEE). doi: 10.1109/TCAD.2016.2618881.
Ding, C., Liu, N., Wang, Y., Heidari, S., Hu, J., Li, J., & Liu, Y. (2017). Multisource Indoor Energy Harvesting for Nonvolatile Processors. IEEE DESIGN & TEST, 34(3), 42-49.Institute of Electrical and Electronics Engineers (IEEE). doi: 10.1109/MDAT.2017.2682242.
Guo, J., Wen, W., Hu, J., Wang, D., Li, H., & Chen, Y. (2017). FlexLevel NAND Flash Storage System Design to Reduce LDPC Latency. IEEE TRANSACTIONS ON COMPUTER-AIDED DESIGN OF INTEGRATED CIRCUITS AND SYSTEMS, 36(7), 1167-1180.Institute of Electrical and Electronics Engineers (IEEE). doi: 10.1109/TCAD.2016.2619480.
Pan, C., Xie, M., Yang, C., Chen, Y., & Hu, J. (2017). Exploiting Multiple Write Modes of Nonvolatile Main Memory in Embedded Systems. ACM TRANSACTIONS ON EMBEDDED COMPUTING SYSTEMS, 16(4), 1-26.Association for Computing Machinery (ACM). doi: 10.1145/3063130.
Yuan, Z., Liu, Y., Li, J., Hu, J., Xue, C.J., & Yang, H. (2017). CP-FPGA: Energy-Efficient Nonvolatile FPGA With Offline/Online Checkpointing Optimization. IEEE TRANSACTIONS ON VERY LARGE SCALE INTEGRATION (VLSI) SYSTEMS, 25(7), 2153-2163.Institute of Electrical and Electronics Engineers (IEEE). doi: 10.1109/TVLSI.2017.2680464.
Zhao, M., Fu, C., Li, Z., Li, Q., Xie, M., Liu, Y., Hu, J., Jia, Z., & Xue, C.J. (2017). Stack-Size Sensitive On-Chip Memory Backup for Self-Powered Nonvolatile Processors. IEEE Transactions on Computer-Aided Design of Integrated Circuits and Systems, 36(11), 1804-1816.Institute of Electrical and Electronics Engineers (IEEE). doi: 10.1109/tcad.2017.2666606.
Zhao, M., Xue, Y., Hu, J., Yang, C., Liu, T., Jia, Z., & Xue, C.J. (2017). State Asymmetry Driven State Remapping in Phase Change Memory. IEEE TRANSACTIONS ON COMPUTER-AIDED DESIGN OF INTEGRATED CIRCUITS AND SYSTEMS, 36(1), 27-40.Institute of Electrical and Electronics Engineers (IEEE). doi: 10.1109/TCAD.2016.2561408.
Chen, R., Wang, Y., Hu, J., Liu, D., Shao, Z., & Guan, Y. (2016). Image-Content-Aware I/O Optimization for Mobile Virtualization. ACM TRANSACTIONS ON EMBEDDED COMPUTING SYSTEMS, 16(1), 1-24.Association for Computing Machinery (ACM). doi: 10.1145/2950059.
Gu, S., Sha, E.H.M., Zhuge, Q., Chen, Y., & Hu, J. (2016). A Time, Energy, and Area Efficient Domain Wall Memory-Based SPM for Embedded Systems. IEEE Transactions on Computer-Aided Design of Integrated Circuits and Systems, 35(12), 2008-2017.Institute of Electrical and Electronics Engineers (IEEE). doi: 10.1109/tcad.2016.2547903.
Gu, S., Zhuge, Q., Yi, J., Hu, J., & Sha, E.H.M. (2016). Data Allocation with Minimum Cost under Guaranteed Probability for Multiple Types of Memories. JOURNAL OF SIGNAL PROCESSING SYSTEMS FOR SIGNAL IMAGE AND VIDEO TECHNOLOGY, 84(1), 151-162.Springer Nature. doi: 10.1007/s11265-015-0985-5.
Pan, C., Gu, S., Xie, M., Liu, Y., Xue, J., & Hu, J. (2016). Wear-Leveling Aware Page Management for Non-Volatile Main Memory on Embedded Systems. IEEE Transactions on Multi-Scale Computing Systems, 2(2), 129-142.Institute of Electrical and Electronics Engineers (IEEE). doi: 10.1109/tmscs.2016.2525999.
Qiu, K., Li, Q., Hu, J., Zhang, W., & Xue, C.J. (2016). Write Mode Aware Loop Tiling for High Performance Low Power Volatile PCM in Embedded Systems. IEEE TRANSACTIONS ON COMPUTERS, 65(7), 2313-2324.Institute of Electrical and Electronics Engineers (IEEE). doi: 10.1109/TC.2015.2479605.
Zhang, Y., Zhang, X., Hu, J., Nan, J., Zheng, Z., Zhang, Z.Zhang, Y., Vernier, N., Ravelosona, D., & Zhao, W. (2016). Ring-shaped Racetrack memory based on spin orbit torque driven chiral domain wall motions. Sci Rep, 6(1), 35062.Springer Nature. doi: 10.1038/srep35062.
Gu, S., Zhuge, Q., Yi, J., Hu, J., & Sha, E.H.M. (2015). Optimizing Task and Data Assignment on Multi-Core Systems with Multi-Port SPMs. IEEE TRANSACTIONS ON PARALLEL AND DISTRIBUTED SYSTEMS, 26(9), 2549-2560.Institute of Electrical and Electronics Engineers (IEEE). doi: 10.1109/TPDS.2014.2356194.
Hu, J., Xie, M., Pan, C., Xue, C.J., Zhuge, Q., & Sha, E.H.M. (2015). Low Overhead Software Wear Leveling for Hybrid PCM plus DRAM Main Memory on Embedded Systems. IEEE TRANSACTIONS ON VERY LARGE SCALE INTEGRATION (VLSI) SYSTEMS, 23(4), 654-663.Institute of Electrical and Electronics Engineers (IEEE). doi: 10.1109/TVLSI.2014.2321571.
Yi, J., Zhuge, Q., Hu, J., Gu, S., Qin, M., & Sha, E.H.M. (2015). Reliability-Guaranteed Task Assignment and Scheduling for Heterogeneous Multiprocessors Considering Timing Constraint. JOURNAL OF SIGNAL PROCESSING SYSTEMS FOR SIGNAL IMAGE AND VIDEO TECHNOLOGY, 81(3), 359-375.Springer Nature. doi: 10.1007/s11265-014-0958-0.
Hu, J., Zhuge, Q., Xue, C.J., Tseng, W.C., & Sha, E.H.M. (2014). Management and Optimization for Nonvolatile Memory-Based Hybrid Scratchpad Memory on Multicore Embedded Processors. ACM TRANSACTIONS ON EMBEDDED COMPUTING SYSTEMS, 13(4), 1-25.Association for Computing Machinery (ACM). doi: 10.1145/2560019.
Hu, J., Zhuge, Q., Xue, C.J., Tseng, W.C., Gu, S., & Sha, E.H.M. (2014). Scheduling to Optimize Cache Utilization for Non-Volatile Main Memories. IEEE TRANSACTIONS ON COMPUTERS, 63(8), 2039-2051.Institute of Electrical and Electronics Engineers (IEEE). doi: 10.1109/TC.2013.11.
Liu, J., Zhuge, Q., Gu, S., Hu, J., Zhu, G., & Sha, E.H.M. (2014). Minimizing System Cost with Efficient Task Assignment on Heterogeneous Multicore Processors Considering Time Constraint. IEEE TRANSACTIONS ON PARALLEL AND DISTRIBUTED SYSTEMS, 25(8), 2101-2113.Institute of Electrical and Electronics Engineers (IEEE). doi: 10.1109/TPDS.2013.312.
Long, L., Liu, D., Hu, J., Gu, S., Zhuge, Q., & Sha, E.H.M. (2014). A space allocation and reuse strategy for PCM-based embedded systems. JOURNAL OF SYSTEMS ARCHITECTURE, 60(8), 655-667.Elsevier. doi: 10.1016/j.sysarc.2014.07.002.
Sun, Q., Zhuge, Q., Hu, J., Yi, J., & Sha, E.H.M. (2014). Efficient grouping-based mapping and scheduling on heterogeneous cluster architectures. COMPUTERS & ELECTRICAL ENGINEERING, 40(5), 1604-1620.Elsevier. doi: 10.1016/j.compeleceng.2014.03.009.
Xu, Y., Li, K., Hu, J., Li, K. (2014). A genetic algorithm for task scheduling on heterogeneous computing systems using multiple priority queues. INFORMATION SCIENCES, 270, 255-287.Elsevier. doi: 10.1016/j.ins.2014.02.122.
Du, J., Wang, Y., Zhuge, Q., Hu, J., & Sha, E.H.M. (2013). Efficient Loop Scheduling for Chip Multiprocessors with Non-Volatile Main Memory. JOURNAL OF SIGNAL PROCESSING SYSTEMS FOR SIGNAL IMAGE AND VIDEO TECHNOLOGY, 71(3), 261-273.Springer Nature. doi: 10.1007/s11265-012-0703-5.
Guo, Y., Zhuge, Q., Hu, J., Yi, J., Qiu, M., & Sha, E.H.M. (2013). Data Placement and Duplication for Embedded Multicore Systems With Scratch Pad Memory. IEEE TRANSACTIONS ON COMPUTER-AIDED DESIGN OF INTEGRATED CIRCUITS AND SYSTEMS, 32(6), 809-817.Institute of Electrical and Electronics Engineers (IEEE). doi: 10.1109/TCAD.2013.2238990.
Hu, J., He, Y., Zhuge, Q., Sha, E.H.M., Xue, C.J., & Zhao, Y. (2013). Minimizing accumulative memory load cost on multi-core DSPs with multi-level memory. JOURNAL OF SYSTEMS ARCHITECTURE, 59(7), 389-399.Elsevier. doi: 10.1016/j.sysarc.2013.05.003.
Hu, J., Xue, C.J., Qiu, M., Tseng, W.C., & Sha, E.H.M. (2013). Algorithms to Minimize Data Transfer for Code Update on Wireless Sensor Network. JOURNAL OF SIGNAL PROCESSING SYSTEMS FOR SIGNAL IMAGE AND VIDEO TECHNOLOGY, 71(2), 143-157.Springer Nature. doi: 10.1007/s11265-012-0689-z.
Hu, J., Xue, C.J., Zhuge, Q., Tseng, W.C., & Sha, E.H.M. (2013). Write Activity Reduction on Non-Volatile Main Memories for Embedded Chip Multiprocessors. ACM TRANSACTIONS ON EMBEDDED COMPUTING SYSTEMS, 12(3), 1-27.Association for Computing Machinery (ACM). doi: 10.1145/2442116.2442127.
Hu, J., Xue, C.J., Zhuge, Q., Tseng, W.C., & Sha, E.H.M. (2013). Data Allocation Optimization for Hybrid Scratch Pad Memory With SRAM and Nonvolatile Memory. IEEE TRANSACTIONS ON VERY LARGE SCALE INTEGRATION (VLSI) SYSTEMS, 21(6), 1094-1102.Institute of Electrical and Electronics Engineers (IEEE). doi: 10.1109/TVLSI.2012.2202700.
Mei, J., Li, K., Hu, J., Yin, S., & Sha, E.H.M. (2013). Energy-aware preemptive scheduling algorithm for sporadic tasks on DVS platform. MICROPROCESSORS AND MICROSYSTEMS, 37(1), 99-112.Elsevier. doi: 10.1016/j.micpro.2012.11.002.
Hu, J., Xue, C.J., Tseng, W.C., Zhuge, Q., Zhao, Y., & Sha, E.H.M. (2012). Memory access schedule minimization for embedded systems. JOURNAL OF SYSTEMS ARCHITECTURE, 58(1), 48-59.Elsevier. doi: 10.1016/j.sysarc.2011.10.002.
Zhang, D., Liao, X., Qiu, M., Hu, J., & Sha, E.H.M. (2012). Randomized execution algorithms for smart cards to resist power analysis attacks. JOURNAL OF SYSTEMS ARCHITECTURE, 58(10), 426-438.Elsevier. doi: 10.1016/j.sysarc.2012.08.004.
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