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2020 – today
- 2024
[j81]Zhenge Jia
, Tianren Zhou, Zheyu Yan, Jingtong Hu, Yiyu Shi:
Personalized Meta-Federated Learning for IoT-Enabled Health Monitoring. IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. 43(10): 3157-3170 (2024)- [j80]Yue Tang, Yukai Song, Naveena Elango, Sheena Ratnam Priya, Alex K. Jones, Jinjun Xiong, Peipei Zhou, Jingtong Hu:
CHEF: A Framework for Deploying Heterogeneous Models on Clusters With Heterogeneous FPGAs. IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. 43(11): 3937-3948 (2024) - [j79]Peiyan Dong, Jinming Zhuang, Zhuoping Yang, Shixin Ji, Yanyu Li, Dongkuan Xu, Heng Huang, Jingtong Hu, Alex K. Jones, Yiyu Shi, Yanzhi Wang, Peipei Zhou:
EQ-ViT: Algorithm-Hardware Co-Design for End-to-End Acceleration of Real-Time Vision Transformer Inference on Versal ACAP Architecture. IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. 43(11): 3949-3960 (2024) - [j78]Jianing Deng, Shunjie Dong, Lvcheng Chen, Jingtong Hu, Cheng Zhuo:
STDF: Spatio-Temporal Deformable Fusion for Video Quality Enhancement on Embedded Platforms. ACM Trans. Embed. Comput. Syst. 23(2): 25:1-25:25 (2024) - [j77]Jinming Zhuang, Jason Lau, Hanchen Ye, Zhuoping Yang, Shixin Ji, Jack Lo, Kristof Denolf, Stephen Neuendorffer, Alex K. Jones, Jingtong Hu, Yiyu Shi, Deming Chen, Jason Cong, Peipei Zhou:
CHARM 2.0: Composing Heterogeneous Accelerators for Deep Learning on Versal ACAP Architecture. ACM Trans. Reconfigurable Technol. Syst. 17(3): 51:1-51:31 (2024) - [c116]Xiao Dong, Songyu Sun, Yangfan Jiang, Jingtong Hu, Dawei Gao, Cheng Zhuo:
SPIRAL: Signal-Power Integrity Co-Analysis for High-Speed Inter-Chiplet Serial Links Validation. ASPDAC 2024: 625-630 - [c115]Ruiyang Qin, Jun Xia, Zhenge Jia, Meng Jiang, Ahmed Abbasi, Peipei Zhou, Jingtong Hu, Yiyu Shi:
Enabling On-Device Large Language Model Personalization with Self-Supervised Data Selection and Synthesis. DAC 2024: 29:1-29:6 - [c114]Jinming Zhuang, Zhuoping Yang, Shixin Ji, Heng Huang, Alex K. Jones, Jingtong Hu, Yiyu Shi, Peipei Zhou:
SSR: Spatial Sequential Hybrid Architecture for Latency Throughput Tradeoff in Transformer Acceleration. FPGA 2024: 55-66 - [c113]Shengjie Xu, Clara Hobbs, Yukai Song, Bineet Ghosh, Sharmin Aktar, Lei Yang, Yi Sheng, Weiwen Jiang, Jingtong Hu, Parasara Sridhar Duggirala, Samarjit Chakraborty:
Poster Abstract: Neural Architecture Sizing for Autonomous Systems. ICCPS 2024: 289-290 - [c112]Shixin Ji, Zhuoping Yang, Xingzhen Chen, Stephen Cahoon, Jingtong Hu, Yiyu Shi, Alex K. Jones, Peipei Zhou:
SCARIF: Towards Carbon Modeling of Cloud Servers with Accelerators. ISVLSI 2024: 496-501 - [c111]Qingpeng Kong, Ching-Hao Chiu, Dewen Zeng, Yu-Jen Chen, Tsung-Yi Ho, Jingtong Hu, Yiyu Shi:
Achieving Fairness Through Channel Pruning for Dermatological Disease Diagnosis. MICCAI (10) 2024: 24-34 - [c110]Yi Sheng, Junhuan Yang, Jinyang Li, James Alaina, Xiaowei Xu, Yiyu Shi, Jingtong Hu, Weiwen Jiang, Lei Yang:
Data-Algorithm-Architecture Co-Optimization for Fair Neural Networks on Skin Lesion Dataset. MICCAI (10) 2024: 153-163 - [c109]Yuanbo Guo, Zhenge Jia, Jingtong Hu, Yiyu Shi:
FairQuantize: Achieving Fairness Through Weight Quantization for Dermatological Disease Diagnosis. MICCAI (10) 2024: 329-338 - [i46]Jinming Zhuang, Zhuoping Yang, Shixin Ji, Heng Huang, Alex K. Jones, Jingtong Hu, Yiyu Shi, Peipei Zhou:
SSR: Spatial Sequential Hybrid Architecture for Latency Throughput Tradeoff in Transformer Acceleration. CoRR abs/2401.10417 (2024) - [i45]Sheng Li, Geng Yuan, Yawen Wu, Yue Dai, Chao Wu, Alex K. Jones, Jingtong Hu, Yanzhi Wang, Xulong Tang:
EdgeOL: Efficient in-situ Online Learning on Edge Devices. CoRR abs/2401.16694 (2024) - [i44]Shixin Ji, Zhuoping Yang, Xingzhen Chen, Jingtong Hu, Yiyu Shi, Alex K. Jones, Peipei Zhou:
Towards Data-center Level Carbon Modeling and Optimization for Deep Learning Inference. CoRR abs/2403.04976 (2024) - [i43]Qingpeng Kong, Ching-Hao Chiu, Dewen Zeng, Yu-Jen Chen, Tsung-Yi Ho, Jingtong Hu, Yiyu Shi:
Achieving Fairness Through Channel Pruning for Dermatological Disease Diagnosis. CoRR abs/2405.08681 (2024) - [i42]Yi Sheng, Junhuan Yang, Jinyang Li, James Alaina, Xiaowei Xu, Yiyu Shi, Jingtong Hu, Weiwen Jiang, Lei Yang:
Data-Algorithm-Architecture Co-Optimization for Fair Neural Networks on Skin Lesion Dataset. CoRR abs/2407.13896 (2024) - [i41]Preston Brazzle, Benjamin F. Morris III, Evan McKinney, Peipei Zhou, Jingtong Hu, Asif Ali Khan, Alex K. Jones:
Towards Error Correction for Computing in Racetrack Memory. CoRR abs/2407.21661 (2024) - [i40]Ruichen Zhang, Yuguang Yao, Zhen Tan, Zhiming Li, Pan Wang, Huan Liu, Jingtong Hu, Sijia Liu, Tianlong Chen:
FairSkin: Fair Diffusion for Skin Disease Image Generation. CoRR abs/2410.22551 (2024) - 2023
- [j76]Sébastien Ollivier, Sheng Li, Yue Tang, Stephen Cahoon, Ryan Caginalp, Chayanika Chaudhuri, Peipei Zhou, Xulong Tang, Jingtong Hu, Alex K. Jones:
Sustainable AI Processing at the Edge. IEEE Micro 43(1): 19-28 (2023) - [j75]Zhenge Jia, Jianxu Chen, Xiaowei Xu, John N. Kheir, Jingtong Hu, Han Xiao, Sui Peng, Xiaobo Sharon Hu, Danny Ziyi Chen, Yiyu Shi:
The importance of resource awareness in artificial intelligence for healthcare. Nat. Mac. Intell. 5(7): 687-698 (2023) - [j74]Sébastien Ollivier, Stephen Longofono, Prayash Dutta, Jingtong Hu, Sanjukta Bhanja, Alex K. Jones:
Toward Comprehensive Shifting Fault Tolerance for Domain-Wall Memories With PIETT. IEEE Trans. Computers 72(4): 1095-1109 (2023) - [j73]Jiahe Shi, Yawen Wu, Dewen Zeng, Jun Tao, Jingtong Hu, Yiyu Shi:
Self-Supervised On-Device Federated Learning From Unlabeled Streams. IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. 42(12): 4871-4882 (2023) - [j72]Tongda Wu, Kaisheng Ma, Jingtong Hu, Jason Xue, Jinyang Li, Xin Shi, Huazhong Yang, Yongpan Liu:
Reliable and Efficient Parallel Checkpointing Framework for Nonvolatile Processor With Concurrent Peripherals. IEEE Trans. Circuits Syst. I Regul. Pap. 70(1): 228-240 (2023) - [c108]Yawen Wu, Zhepeng Wang, Dewen Zeng, Yiyu Shi, Jingtong Hu:
Synthetic Data Can Also Teach: Synthesizing Effective Data for Unsupervised Visual Representation Learning. AAAI 2023: 2866-2874 - [c107]Qing Lu, Weiwen Jiang, Xiaowei Xu, Jingtong Hu, Yiyu Shi:
Quantization through Search: A Novel Scheme to Quantize Convolutional Neural Networks in Finite Weight Space. ASP-DAC 2023: 378-383 - [c106]Yi Sheng, Junhuan Yang, Lei Yang, Yiyu Shi, Jingtong Hu, Weiwen Jiang:
Muffin: A Framework Toward Multi-Dimension AI Fairness by Uniting Off-the-Shelf Models. DAC 2023: 1-6 - [c105]Jinming Zhuang, Jason Lau, Hanchen Ye, Zhuoping Yang, Yubo Du, Jack Lo, Kristof Denolf, Stephen Neuendorffer, Alex K. Jones, Jingtong Hu, Deming Chen, Jason Cong, Peipei Zhou:
CHARM: Composing Heterogeneous AcceleRators for Matrix Multiply on Versal ACAP Architecture. FPGA 2023: 153-164 - [c104]Peipei Zhou, Jinming Zhuang, Stephen Cahoon, Yue Tang, Zhuoping Yang, Xingzhen Chen, Yiyu Shi, Jingtong Hu, Alex K. Jones:
REFRESH FPGAs: Sustainable FPGA Chiplet Architectures. IGSC 2023: 1-3 - [c103]Dewen Zeng, Yawen Wu, Xinrong Hu, Xiaowei Xu, Jingtong Hu, Yiyu Shi:
Additional Positive Enables Better Representation Learning for Medical Images. MICCAI (1) 2023: 119-129 - [i39]Jinming Zhuang, Jason Lau, Hanchen Ye, Zhuoping Yang, Yubo Du, Jack Lo, Kristof Denolf, Stephen Neuendorffer, Alex K. Jones, Jingtong Hu, Deming Chen, Jason Cong, Peipei Zhou:
CHARM: Composing Heterogeneous Accelerators for Matrix Multiply on Versal ACAP Architecture. CoRR abs/2301.02359 (2023) - [i38]Tsung-Han Kuo, Zhenge Jia, Tei-Wei Kuo, Jingtong Hu:
BiTrackGAN: Cascaded CycleGANs to Constraint Face Aging. CoRR abs/2304.11313 (2023) - [i37]Dewen Zeng, Yawen Wu, Xinrong Hu, Xiaowei Xu, Jingtong Hu, Yiyu Shi:
Additional Positive Enables Better Representation Learning for Medical Images. CoRR abs/2306.00112 (2023) - [i36]Yi Sheng, Junhuan Yang, Lei Yang, Yiyu Shi, Jingtong Hu, Weiwen Jiang:
Muffin: A Framework Toward Multi-Dimension AI Fairness by Uniting Off-the-Shelf Models. CoRR abs/2308.13730 (2023) - [i35]Ruiyang Qin, Jun Xia, Zhenge Jia, Meng Jiang, Ahmed Abbasi, Peipei Zhou, Jingtong Hu, Yiyu Shi:
Enabling On-Device Large Language Model Personalization with Self-Supervised Data Selection and Synthesis. CoRR abs/2311.12275 (2023) - [i34]Peipei Zhou, Jinming Zhuang, Stephen Cahoon, Yue Tang, Zhuoping Yang, Xingzhen Chen, Yiyu Shi, Jingtong Hu, Alex K. Jones:
REFRESH FPGAs: Sustainable FPGA Chiplet Architectures. CoRR abs/2312.02991 (2023) - 2022
- [j71]Guangyu Sun, Liang Shi, Jingtong Hu:
Editorial for the special issue on memory architectures and systems for modern applications. CCF Trans. High Perform. Comput. 4(4): 367-369 (2022) - [j70]Yawen Wu, Dewen Zeng, Zhepeng Wang, Yiyu Shi, Jingtong Hu:
Distributed contrastive learning for medical image segmentation. Medical Image Anal. 81: 102564 (2022) - [j69]Sébastien Ollivier, Xinyi Zhang, Yue Tang, Chayanika Choudhuri, Jingtong Hu, Alex K. Jones:
Pod-racing: bulk-bitwise to floating-point compute in racetrack memory for machine learning at the edge. IEEE Micro 42(6): 9-16 (2022) - [j68]Zhenge Jia, Xiaowei Xu, Jingtong Hu, Yiyu Shi:
Low-power object-detection challenge on unmanned aerial vehicles. Nat. Mac. Intell. 4(12): 1265-1266 (2022) - [j67]Yawen Wu, Zhenge Jia, Fei Fang, Jingtong Hu:
Cooperative Communication Between Two Transiently Powered Sensor Nodes by Reinforcement Learning. IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. 41(1): 76-90 (2022) - [j66]Yue Tang, Yawen Wu, Peipei Zhou, Jingtong Hu:
Enabling Weakly Supervised Temporal Action Localization From On-Device Learning of the Video Stream. IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. 41(11): 3910-3921 (2022) - [j65]Zhenge Jia, Yiyu Shi, Jingtong Hu:
Personalized Neural Network for Patient-Specific Health Monitoring in IoT: A Metalearning Approach. IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. 41(12): 5394-5407 (2022) - [j64]Jingtong Hu, Qi Zhu, Susmit Jha:
Introduction to the Special Issue on Artificial Intelligence and Cyber-Physical Systems - Part 2. ACM Trans. Cyber Phys. Syst. 6(2): 10:1-10:3 (2022) - [j63]Yue Tang, Xinyi Zhang, Peipei Zhou, Jingtong Hu:
EF-Train: Enable Efficient On-device CNN Training on FPGA through Data Reshaping for Online Adaptation or Personalization. ACM Trans. Design Autom. Electr. Syst. 27(5): 49:1-49:36 (2022) - [j62]Yuyang Li, Yawen Wu, Xincheng Zhang, Jingtong Hu, Inhee Lee:
Energy-Aware Adaptive Multi-Exit Neural Network Inference Implementation for a Millimeter-Scale Sensing System. IEEE Trans. Very Large Scale Integr. Syst. 30(7): 849-859 (2022) - [c102]Qing Lu, Zhenge Jia, Jingtong Hu, Yiyu Shi:
ICD-BAS: Detecting Ventricular Arrhythmia using Binary Architecture Search for Implantable Cardioverter Defibrillators. CHASE 2022: 111-117 - [c101]Yi Sheng, Junhuan Yang, Yawen Wu, Kevin Mao, Yiyu Shi, Jingtong Hu, Weiwen Jiang, Lei Yang:
The larger the fairer?: small neural networks can achieve fairness for edge devices. DAC 2022: 163-168 - [c100]Xinyi Zhang, Cong Hao, Peipei Zhou, Alex K. Jones, Jingtong Hu:
H2H: heterogeneous model to heterogeneous system mapping with computation and communication awareness. DAC 2022: 601-606 - [c99]Kacper Wardega, Wenchao Li, Hyoseung Kim, Yawen Wu, Zhenge Jia, Jingtong Hu:
Opportunistic Communication with Latency Guarantees for Intermittently-Powered Devices. DATE 2022: 1093-1098 - [c98]Jingtong Hu:
Session details: Session 3B: VLSI for Machine Learning and Artifical Intelligence 1. ACM Great Lakes Symposium on VLSI 2022 - [c97]Jingtong Hu:
Session details: Session 4B: VLSI for Machine Learning and Artifical Intelligence 2. ACM Great Lakes Symposium on VLSI 2022 - [c96]Yawen Wu, Zhepeng Wang, Dewen Zeng, Meng Li, Yiyu Shi, Jingtong Hu:
Decentralized Unsupervised Learning of Visual Representations. IJCAI 2022: 2326-2333 - [c95]Yawen Wu, Jingtong Hu:
Towards Independent On-device Artificial Intelligence. ISVLSI 2022: 351 - [c94]Qing Lu, Weiwen Jiang, Meng Jiang, Jingtong Hu, Yiyu Shi:
Hardware/Software Co-Exploration for Graph Neural Architectures on FPGAs. ISVLSI 2022: 358-362 - [c93]Yawen Wu, Dewen Zeng, Xiaowei Xu, Yiyu Shi, Jingtong Hu:
FairPrune: Achieving Fairness Through Pruning for Dermatological Disease Diagnosis. MICCAI (1) 2022: 743-753 - [c92]Sébastien Ollivier, Stephen Longofono, Prayash Dutta, Jingtong Hu, Sanjukta Bhanja, Alex K. Jones:
CORUSCANT: Fast Efficient Processing-in-Racetrack Memories. MICRO 2022: 784-798 - [i33]Yawen Wu, Zhepeng Wang, Dewen Zeng, Yiyu Shi, Jingtong Hu:
Learn by Challenging Yourself: Contrastive Visual Representation Learning with Hard Sample Generation. CoRR abs/2202.06464 (2022) - [i32]Yawen Wu, Dewen Zeng, Zhepeng Wang, Yi Sheng, Lei Yang, Alaina J. James, Yiyu Shi, Jingtong Hu:
Federated Contrastive Learning for Dermatological Disease Diagnosis via On-device Learning. CoRR abs/2202.07470 (2022) - [i31]Yue Tang, Xinyi Zhang, Peipei Zhou, Jingtong Hu:
EF-Train: Enable Efficient On-device CNN Training on FPGA Through Data Reshaping for Online Adaptation or Personalization. CoRR abs/2202.10935 (2022) - [i30]Yi Sheng, Junhuan Yang, Yawen Wu, Kevin Mao, Yiyu Shi, Jingtong Hu, Weiwen Jiang, Lei Yang:
The Larger The Fairer? Small Neural Networks Can Achieve Fairness for Edge Devices. CoRR abs/2202.11317 (2022) - [i29]Yawen Wu, Dewen Zeng, Xiaowei Xu, Yiyu Shi, Jingtong Hu:
FairPrune: Achieving Fairness Through Pruning for Dermatological Disease Diagnosis. CoRR abs/2203.02110 (2022) - [i28]Yawen Wu, Dewen Zeng, Zhepeng Wang, Yiyu Shi, Jingtong Hu:
Federated Contrastive Learning for Volumetric Medical Image Segmentation. CoRR abs/2204.10983 (2022) - [i27]Sébastien Ollivier, Xinyi Zhang, Yue Tang, Chayanika Choudhuri, Jingtong Hu, Alex K. Jones:
FPIRM: Floating-point Processing in Racetrack Memories. CoRR abs/2204.13788 (2022) - [i26]Xinyi Zhang, Cong Hao, Peipei Zhou, Alex K. Jones, Jingtong Hu:
H2H: Heterogeneous Model to Heterogeneous System Mapping with Computation and Communication Awareness. CoRR abs/2204.13852 (2022) - [i25]Sébastien Ollivier, Sheng Li, Yue Tang, Chayanika Chaudhuri, Peipei Zhou, Xulong Tang, Jingtong Hu, Alex K. Jones:
Sustainable AI Processing at the Edge. CoRR abs/2207.01209 (2022) - [i24]Yawen Wu, Dewen Zeng, Zhepeng Wang, Yiyu Shi, Jingtong Hu:
Distributed Contrastive Learning for Medical Image Segmentation. CoRR abs/2208.03808 (2022) - [i23]Gelei Xu, Yawen Wu, Jingtong Hu, Yiyu Shi:
Achieving Fairness in Dermatological Disease Diagnosis through Automatic Weight Adjusting Federated Learning and Personalization. CoRR abs/2208.11187 (2022) - [i22]Yawen Wu, Dewen Zeng, Zhepeng Wang, Yi Sheng, Lei Yang, Alaina J. James, Yiyu Shi, Jingtong Hu:
Federated Self-Supervised Contrastive Learning and Masked Autoencoder for Dermatological Disease Diagnosis. CoRR abs/2208.11278 (2022) - [i21]Yue Tang, Yawen Wu, Peipei Zhou, Jingtong Hu:
Enabling Weakly-Supervised Temporal Action Localization from On-Device Learning of the Video Stream. CoRR abs/2208.12673 (2022) - [i20]Jiahe Shi, Yawen Wu, Dewen Zeng, Jingtong Hu, Yiyu Shi:
FedCoCo: A Memory Efficient Federated Self-supervised Framework for On-Device Visual Representation Learning. CoRR abs/2212.01006 (2022) - [i19]Zhenge Jia, Yiyu Shi, Jingtong Hu, Lei Yang, Benjamin Nti:
Development of A Real-time POCUS Image Quality Assessment and Acquisition Guidance System. CoRR abs/2212.08624 (2022) - 2021
- [j61]Xiaowei Xu, Xinyi Zhang, Bei Yu, Xiaobo Sharon Hu, Christopher Rowen, Jingtong Hu, Yiyu Shi:
DAC-SDC Low Power Object Detection Challenge for UAV Applications. IEEE Trans. Pattern Anal. Mach. Intell. 43(2): 392-403 (2021) - [j60]Weiwen Jiang, Qiuwen Lou, Zheyu Yan, Lei Yang, Jingtong Hu, Xiaobo Sharon Hu, Yiyu Shi:
Device-Circuit-Architecture Co-Exploration for Computing-in-Memory Neural Accelerators. IEEE Trans. Computers 70(4): 595-605 (2021) - [j59]Jingtong Hu, Qi Zhu, Susmit Jha:
Introduction to the Special Issue on Artificial Intelligence and Cyber-Physical Systems: Part 1. ACM Trans. Cyber Phys. Syst. 5(4): 33:1-33:3 (2021) - [j58]Zhenge Jia, Yiyu Shi, Samir Saba, Jingtong Hu:
On-device Prior Knowledge Incorporated Learning for Personalized Atrial Fibrillation Detection. ACM Trans. Embed. Comput. Syst. 20(5s): 56:1-56:25 (2021) - [j57]Xinyi Zhang, Yawen Wu, Peipei Zhou, Xulong Tang, Jingtong Hu:
Algorithm-hardware Co-design of Attention Mechanism on FPGA Devices. ACM Trans. Embed. Comput. Syst. 20(5s): 71:1-71:24 (2021) - [c91]Zhepeng Wang, Yawen Wu, Zhenge Jia, Yiyu Shi, Jingtong Hu:
Lightweight Run-Time Working Memory Compression for Deployment of Deep Neural Networks on Resource-Constrained MCUs. ASP-DAC 2021: 607-614 - [c90]Zhenge Jia, Feng Hong, Lichuan Ping, Yiyu Shi, Jingtong Hu:
Enabling On-Device Model Personalization for Ventricular Arrhythmias Detection by Generative Adversarial Networks. DAC 2021: 163-168 - [c89]Yawen Wu, Zhepeng Wang, Dewen Zeng, Yiyu Shi, Jingtong Hu:
Enabling On-Device Self-Supervised Contrastive Learning with Selective Data Contrast. DAC 2021: 655-660 - [c88]Dewen Zeng, Yukun Ding, Haiyun Yuan, Meiping Huang, Xiaowei Xu, Jian Zhuang, Jingtong Hu, Yiyu Shi:
Invited: Hardware-aware Real-time Myocardial Segmentation Quality Control in Contrast Echocardiography. DAC 2021: 1339-1342 - [c87]Yawen Wu, Dewen Zeng, Zhepeng Wang, Yi Sheng, Lei Yang, Alaina J. James, Yiyu Shi, Jingtong Hu:
Federated Contrastive Learning for Dermatological Disease Diagnosis via On-device Learning (Invited Paper). ICCAD 2021: 1-7 - [c86]Zhenge Jia, Zhepeng Wang, Feng Hong, Lichuan Ping, Yiyu Shi, Jingtong Hu:
Learning to Learn Personalized Neural Network for Ventricular Arrhythmias Detection on Intracardiac EGMs. IJCAI 2021: 2606-2613 - [c85]Yuyang Li, Yawen Wu, Xincheng Zhang, Ehab A. Hamed, Jingtong Hu, Inhee Lee:
Developing a Miniature Energy-Harvesting-Powered Edge Device with Multi-Exit Neural Network. ISCAS 2021: 1-5 - [c84]Dewen Zeng, Yawen Wu, Xinrong Hu, Xiaowei Xu, Haiyun Yuan, Meiping Huang, Jian Zhuang, Jingtong Hu, Yiyu Shi:
Positional Contrastive Learning for Volumetric Medical Image Segmentation. MICCAI (2) 2021: 221-230 - [c83]Yawen Wu, Dewen Zeng, Zhepeng Wang, Yiyu Shi, Jingtong Hu:
Federated Contrastive Learning for Volumetric Medical Image Segmentation. MICCAI (3) 2021: 367-377 - [i18]Yawen Wu, Zhepeng Wang, Dewen Zeng, Yiyu Shi, Jingtong Hu:
Enabling On-Device Self-Supervised Contrastive Learning With Selective Data Contrast. CoRR abs/2106.03796 (2021) - [i17]Dewen Zeng, Yawen Wu, Xinrong Hu, Xiaowei Xu, Haiyun Yuan, Meiping Huang, Jian Zhuang, Jingtong Hu, Yiyu Shi:
Positional Contrastive Learning for Volumetric Medical Image Segmentation. CoRR abs/2106.09157 (2021) - [i16]Sébastien Ollivier, Stephen Longofono, Prayash Dutta, Jingtong Hu, Sanjukta Bhanja, Alex K. Jones:
PIRM: Processing In Racetrack Memories. CoRR abs/2108.01202 (2021) - [i15]Dewen Zeng, Yukun Ding, Haiyun Yuan, Meiping Huang, Xiaowei Xu, Jian Zhuang, Jingtong Hu, Yiyu Shi:
Hardware-aware Real-time Myocardial Segmentation Quality Control in Contrast Echocardiography. CoRR abs/2109.06909 (2021) - [i14]Yawen Wu, Zhepeng Wang, Dewen Zeng, Meng Li, Yiyu Shi, Jingtong Hu:
Distributed Unsupervised Visual Representation Learning with Fused Features. CoRR abs/2111.10763 (2021) - 2020
- [j56]Xinyi Zhang, Clay Patterson, Yongpan Liu, Chengmo Yang, Chun Jason Xue, Jingtong Hu:
Low Overhead Online Data Flow Tracking for Intermittently Powered Non-Volatile FPGAs. ACM J. Emerg. Technol. Comput. Syst. 16(3): 26:1-26:20 (2020) - [j55]Yawen Wu, Zhepeng Wang, Yiyu Shi, Jingtong Hu:
Enabling On-Device CNN Training by Self-Supervised Instance Filtering and Error Map Pruning. IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. 39(11): 3445-3457 (2020) - [j54]Weiwen Jiang, Lei Yang, Sakyasingha Dasgupta, Jingtong Hu, Yiyu Shi:
Standing on the Shoulders of Giants: Hardware and Neural Architecture Co-Search With Hot Start. IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. 39(11): 4154-4165 (2020) - [j53]Weiwen Jiang, Lei Yang, Edwin Hsing-Mean Sha, Qingfeng Zhuge, Shouzhen Gu, Sakyasingha Dasgupta, Yiyu Shi, Jingtong Hu:
Hardware/Software Co-Exploration of Neural Architectures. IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. 39(12): 4805-4815 (2020) - [j52]Ke Liu, Mengying Zhao, Lei Ju, Zhiping Jia, Jingtong Hu, Chun Jason Xue:
Applying Multiple Level Cell to Non-volatile FPGAs. ACM Trans. Embed. Comput. Syst. 19(4): 27:1-27:22 (2020) - [j51]Yan Wang, Jinhui Liu, Jingtong Hu:
Communication-Aware Task Scheduling for Energy-Harvesting Nonvolatile Processors. IEEE Trans. Very Large Scale Integr. Syst. 28(8): 1796-1806 (2020) - [c82]Lei Yang, Weiwen Jiang, Weichen Liu, Edwin H.-M. Sha, Yiyu Shi, Jingtong Hu:
Co-Exploring Neural Architecture and Network-on-Chip Design for Real-Time Artificial Intelligence. ASP-DAC 2020: 85-90 - [c81]Yawen Wu, Zhepeng Wang, Zhenge Jia, Yiyu Shi, Jingtong Hu:
Intermittent Inference with Nonuniformly Compressed Multi-Exit Neural Network for Energy Harvesting Powered Devices. DAC 2020: 1-6 - [c80]Keni Qiu, Mengying Zhao, Zhenge Jia, Jingtong Hu, Chun Jason Xue, Kaisheng Ma, Xueqing Li, Yongpan Liu, Vijaykrishnan Narayanan:
Design Insights of Non-volatile Processors and Accelerators in Energy Harvesting Systems. ACM Great Lakes Symposium on VLSI 2020: 369-374 - [c79]Zhenge Jia, Zhepeng Wang, Feng Hong, Lichuan Ping, Yiyu Shi, Jingtong Hu:
Personalized Deep Learning for Ventricular Arrhythmias Detection on Medical loT Systems. ICCAD 2020: 38:1-38:9 - [c78]Dewen Zeng, Weiwen Jiang, Tianchen Wang, Xiaowei Xu, Haiyun Yuan, Meiping Huang, Jian Zhuang, Jingtong Hu, Yiyu Shi:
Towards Cardiac Intervention Assistance: Hardware-aware Neural Architecture Exploration for Real-Time 3D Cardiac Cine MRI Segmentation. ICCAD 2020: 40:1-40:8 - [c77]Xinyi Zhang, Weiwen Jiang, Jingtong Hu:
Achieving Full Parallelism in LSTM via a Unified Accelerator Design. ICCD 2020: 469-477 - [i13]Xinyi Zhang, Clay Patterson, Yongpan Liu, Chengmo Yang, Chun Jason Xue, Jingtong Hu:
Low Overhead Online Data Flow Tracking for Intermittently Powered Non-volatile FPGAs. CoRR abs/2002.02094 (2020) - [i12]Yawen Wu, Zhepeng Wang, Zhenge Jia, Yiyu Shi, Jingtong Hu:
Intermittent Inference with Nonuniformly Compressed Multi-Exit Neural Network for Energy Harvesting Powered Devices. CoRR abs/2004.11293 (2020) - [i11]Yawen Wu, Zhepeng Wang, Yiyu Shi, Jingtong Hu:
Enabling On-Device CNN Training by Self-Supervised Instance Filtering and Error Map Pruning. CoRR abs/2007.03213 (2020) - [i10]Weiwen Jiang, Lei Yang, Sakyasingha Dasgupta, Jingtong Hu, Yiyu Shi:
Standing on the Shoulders of Giants: Hardware and Neural Architecture Co-Search with Hot Start. CoRR abs/2007.09087 (2020) - [i9]Dewen Zeng, Weiwen Jiang, Tianchen Wang, Xiaowei Xu, Haiyun Yuan, Meiping Huang, Jian Zhuang, Jingtong Hu, Yiyu Shi:
Towards Cardiac Intervention Assistance: Hardware-aware Neural Architecture Exploration for Real-Time 3D Cardiac Cine MRI Segmentation. CoRR abs/2008.07071 (2020) - [i8]Zhenge Jia, Zhepeng Wang, Feng Hong, Lichuan Ping, Yiyu Shi, Jingtong Hu:
Personalized Deep Learning for Ventricular Arrhythmias Detection on Medical IoT Systems. CoRR abs/2008.08060 (2020)
2010 – 2019
- 2019
- [j50]Mimi Xie, Chen Pan, Youtao Zhang, Jingtong Hu, Yongpan Liu, Chun Jason Xue:
A Novel STT-RAM-Based Hybrid Cache for Intermittently Powered Processors in IoT Devices. IEEE Micro 39(1): 24-32 (2019) - [j49]Yuan-Hao Chang, Jingtong Hu, Mehdi Baradaran Tahoori, Ronald F. DeMara:
Guest Editorial: IEEE Transactions on Computers Special Section on Emerging Non-Volatile Memory Technologies: From Devices to Architectures and Systems. IEEE Trans. Computers 68(8): 1111-1113 (2019) - [j48]Fuyang Li, Keni Qiu, Mengying Zhao, Jingtong Hu, Yongpan Liu, Yong Guan, Chun Jason Xue:
Checkpointing-Aware Loop Tiling for Energy Harvesting Powered Nonvolatile Processors. IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. 38(1): 15-28 (2019) - [j47]Weiwen Jiang, Edwin Hsing-Mean Sha, Qingfeng Zhuge, Lei Yang, Xianzhang Chen, Jingtong Hu:
On the Design of Time-Constrained and Buffer-Optimal Self-Timed Pipelines. IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. 38(8): 1515-1528 (2019) - [j46]Chen Pan, Mimi Xie, Song Han, Zhi-Hong Mao, Jingtong Hu:
Modeling and Optimization for Self-powered Non-volatile IoT Edge Devices with Ultra-low Harvesting Power. ACM Trans. Cyber Phys. Syst. 3(3): 32:1-32:26 (2019) - [j45]Weiwen Jiang, Edwin H.-M. Sha, Xinyi Zhang, Lei Yang, Qingfeng Zhuge, Yiyu Shi, Jingtong Hu:
Achieving Super-Linear Speedup across Multi-FPGA for Real-Time DNN Inference. ACM Trans. Embed. Comput. Syst. 18(5s): 67:1-67:23 (2019) - [j44]Chenchen Fu, Qiangqiang Liu, Peng Wu, Minming Li, Chun Jason Xue, Yingchao Zhao, Jingtong Hu, Song Han:
Real-Time Data Retrieval in Cyber-Physical Systems with Temporal Validity and Data Availability Constraints. IEEE Trans. Knowl. Data Eng. 31(9): 1779-1793 (2019) - [c76]Yawen Wu, Zhenge Jia, Fei Fang, Jingtong Hu:
Cooperative communication between two transiently powered sensors by reinforcement learning: work-in-progress. CODES+ISSS 2019: 15:1-15:2 - [c75]Zhenge Jia, Yawen Wu, Jingtong Hu:
Q-learning based routing for transiently powered wireless sensor network: work-in-progress. CODES+ISSS 2019: 16:1-16:2 - [c74]Weiwen Jiang, Xinyi Zhang, Edwin Hsing-Mean Sha, Lei Yang, Qingfeng Zhuge, Yiyu Shi, Jingtong Hu:
Accuracy vs. Efficiency: Achieving Both through FPGA-Implementation Aware Neural Architecture Search. DAC 2019: 5 - [c73]Weiwen Jiang, Xinyi Zhang, Edwin Hsing-Mean Sha, Qingfeng Zhuge, Lei Yang, Yiyu Shi, Jingtong Hu:
XFER: A Novel Design to Achieve Super-Linear Performance on Multiple FPGAs for Real-Time AI. FPGA 2019: 305 - [c72]Xinyi Zhang, Weiwen Jiang, Yiyu Shi, Jingtong Hu:
When Neural Architecture Search Meets Hardware Implementation: from Hardware Awareness to Co-Design. ISVLSI 2019: 25-30 - [c71]Mimi Xie, Yawen Wu, Zhenge Jia, Jingtong Hu:
In-memory AES Implementation for Emerging Non-Volatile Main Memory. ISVLSI 2019: 103 - [i7]Weiwen Jiang, Xinyi Zhang, Edwin Hsing-Mean Sha, Lei Yang, Qingfeng Zhuge, Yiyu Shi, Jingtong Hu:
Accuracy vs. Efficiency: Achieving Both through FPGA-Implementation Aware Neural Architecture Search. CoRR abs/1901.11211 (2019) - [i6]Weiwen Jiang, Lei Yang, Edwin Hsing-Mean Sha, Qingfeng Zhuge, Shouzhen Gu, Yiyu Shi, Jingtong Hu:
Hardware/Software Co-Exploration of Neural Architectures. CoRR abs/1907.04650 (2019) - [i5]Weiwen Jiang, Edwin Hsing-Mean Sha, Xinyi Zhang, Lei Yang, Qingfeng Zhuge, Yiyu Shi, Jingtong Hu:
Achieving Super-Linear Speedup across Multi-FPGA for Real-Time DNN Inference. CoRR abs/1907.08985 (2019) - [i4]Qing Lu, Weiwen Jiang, Xiaowei Xu, Yiyu Shi, Jingtong Hu:
On Neural Architecture Search for Resource-Constrained Hardware Platforms. CoRR abs/1911.00105 (2019) - [i3]Weiwen Jiang, Qiuwen Lou, Zheyu Yan, Lei Yang, Jingtong Hu, Xiaobo Sharon Hu, Yiyu Shi:
Device-Circuit-Architecture Co-Exploration for Computing-in-Memory Neural Accelerators. CoRR abs/1911.00139 (2019) - 2018
- [j43]Chen Pan, Mimi Xie, Jingtong Hu:
ENZYME: An Energy-Efficient Transient Computing Paradigm for Ultralow Self-Powered IoT Edge Devices. IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. 37(11): 2440-2450 (2018) - [j42]Weiwen Jiang, Edwin Hsing-Mean Sha, Qingfeng Zhuge, Lei Yang, Xianzhang Chen, Jingtong Hu:
Heterogeneous FPGA-Based Cost-Optimal Design for Timing-Constrained CNNs. IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. 37(11): 2542-2554 (2018) - [j41]Lei Ju, Xiaojin Sui, Shiqing Li, Mengying Zhao, Chun Jason Xue, Jingtong Hu, Zhiping Jia:
NVM-Based FPGA Block RAM With Adaptive SLC-MLC Conversion. IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. 37(11): 2661-2672 (2018) - [j40]Mimi Xie, Chen Pan, Mengying Zhao, Yongpan Liu, Chun Jason Xue, Jingtong Hu:
Avoiding Data Inconsistency in Energy Harvesting Powered Embedded Systems. ACM Trans. Design Autom. Electr. Syst. 23(3): 38:1-38:25 (2018) - [j39]Huizhang Luo, Qing Liu, Jingtong Hu, Qiao Li, Liang Shi, Qingfeng Zhuge, Edwin Hsing-Mean Sha:
Write Energy Reduction for PCM via Pumping Efficiency Improvement. ACM Trans. Storage 14(3): 27:1-27:21 (2018) - [j38]Jinyang Li, Yongpan Liu, Hehe Li, Zhe Yuan, Chenchen Fu, Jinshan Yue, Xiaoyu Feng, Chun Jason Xue, Jingtong Hu, Huazhong Yang:
PATH: Performance-Aware Task Scheduling for Energy-Harvesting Nonvolatile Processors. IEEE Trans. Very Large Scale Integr. Syst. 26(9): 1671-1684 (2018) - [j37]Mimi Xie, Shuangchen Li, Alvin Oliver Glova, Jingtong Hu, Yuan Xie:
Securing Emerging Nonvolatile Main Memory With Fast and Energy-Efficient AES In-Memory Implementation. IEEE Trans. Very Large Scale Integr. Syst. 26(11): 2443-2455 (2018) - [c70]Mimi Xie, Shuangchen Li, Alvin Oliver Glova, Jingtong Hu, Yuangang Wang, Yuan Xie:
AIM: Fast and energy-efficient AES in-memory implementation for emerging non-volatile main memory. DATE 2018: 625-628 - [c69]Xiaolong Ma, Yipeng Zhang, Geng Yuan, Ao Ren, Zhe Li, Jie Han, Jingtong Hu, Yanzhi Wang:
An area and energy efficient design of domain-wall memory-based deep convolutional neural networks using stochastic computing. ISQED 2018: 314-321 - [c68]Xinyi Zhang, Clay Patterson, Yongpan Liu, Chengmo Yang, Chun Jason Xue, Jingtong Hu:
Low Overhead Online Checkpoint for Intermittently Powered Non-volatile FPGAs. ISVLSI 2018: 238-244 - [c67]Yawen Wu, Yinan Sun, Zhenge Jia, Lefan Zhang, Yongpan Liu, Jingtong Hu:
Prototyping Energy Harvesting Powered Systems with Nonvolatile Processor (Invited Paper). RSP 2018: 49-55 - [i2]Xiaolong Ma, Yipeng Zhang, Geng Yuan, Ao Ren, Zhe Li, Jie Han, Jingtong Hu, Yanzhi Wang:
An Area and Energy Efficient Design of Domain-Wall Memory-Based Deep Convolutional Neural Networks using Stochastic Computing. CoRR abs/1802.01016 (2018) - [i1]Xiaowei Xu, Xinyi Zhang, Bei Yu, Xiaobo Sharon Hu, Christopher Rowen, Jingtong Hu, Yiyu Shi:
DAC-SDC Low Power Object Detection Challenge for UAV Applications. CoRR abs/1809.00110 (2018) - 2017
- [j36]Caiwen Ding, Ning Liu, Yanzhi Wang, Ji Li, Soroush Heidari, Jingtong Hu, Yongpan Liu:
Multisource Indoor Energy Harvesting for Nonvolatile Processors. IEEE Des. Test 34(3): 42-49 (2017) - [j35]Mengying Zhao, Yuan Xue, Jingtong Hu, Chengmo Yang, Tiantian Liu, Zhiping Jia, Chun Jason Xue:
State Asymmetry Driven State Remapping in Phase Change Memory. IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. 36(1): 27-40 (2017) - [j34]Jie Guo, Wujie Wen, Jingtong Hu, Danghui Wang, Hai Helen Li, Yiran Chen:
FlexLevel NAND Flash Storage System Design to Reduce LDPC Latency. IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. 36(7): 1167-1180 (2017) - [j33]Renhai Chen, Yi Wang, Jingtong Hu, Duo Liu, Zili Shao, Yong Guan:
vFlash: Virtualized Flash for Optimizing the I/O Performance in Mobile Devices. IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. 36(7): 1203-1214 (2017) - [j32]Mengying Zhao, Chenchen Fu, Zewei Li, Qing'an Li, Mimi Xie, Yongpan Liu, Jingtong Hu, Zhiping Jia, Chun Jason Xue:
Stack-Size Sensitive On-Chip Memory Backup for Self-Powered Nonvolatile Processors. IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. 36(11): 1804-1816 (2017) - [j31]Chen Pan, Mimi Xie, Chengmo Yang, Yiran Chen, Jingtong Hu:
Exploiting Multiple Write Modes of Nonvolatile Main Memory in Embedded Systems. ACM Trans. Embed. Comput. Syst. 16(4): 110:1-110:26 (2017) - [j30]Zhe Yuan, Yongpan Liu, Jinyang Li, Jingtong Hu, Chun Jason Xue, Huazhong Yang:
CP-FPGA: Energy-Efficient Nonvolatile FPGA With Offline/Online Checkpointing Optimization. IEEE Trans. Very Large Scale Integr. Syst. 25(7): 2153-2163 (2017) - [c66]Yuan Xue, Chengmo Yang, Jingtong Hu:
Age-aware Logic and Memory Co-Placement for RRAM-FPGAs. DAC 2017: 1:1-1:6 - [c65]Jinyang Li, Qingwei Guo, Fang Su, Zhe Yuan, Jinshan Yue, Jingtong Hu, Huazhong Yang, Yongpan Liu:
CNN-based pattern recognition on nonvolatile IoT platform for smart ultraviolet monitoring: (Invited paper). ICCAD 2017: 888-893 - [c64]Ke Liu, Mengying Zhao, Lei Ju, Zhiping Jia, Chun Jason Xue, Jingtong Hu:
Design Exploration for Multiple Level Cell Based Non-Volatile FPGAs. ICCD 2017: 257-264 - [c63]Bicheng Liu, Shouzhen Gu, Mingsong Chen, Wang Kang, Jingtong Hu, Qingfeng Zhuge, Edwin Hsing-Mean Sha:
An Efficient Racetrack Memory-Based Processing-in-Memory Architecture for Convolutional Neural Networks. ISPA/IUCC 2017: 383-390 - [c62]Chen Pan, Mimi Xie, Yongpan Liu, Yanzhi Wang, Chun Jason Xue, Yuangang Wang, Yiran Chen, Jingtong Hu:
A lightweight progress maximization scheduler for non-volatile processor under unstable energy harvesting. LCTES 2017: 101-110 - [c61]Qian Lou, Mengying Zhao, Lei Ju, Chun Jason Xue, Jingtong Hu, Zhiping Jia:
Runtime and reconfiguration dual-aware placement for SRAM-NVM hybrid FPGAs. NVMSA 2017: 1-6 - [c60]Chen Pan, Mimi Xie, Jingtong Hu:
Maximize energy utilization for ultra-low energy harvesting powered embedded systems. RTCSA 2017: 1-6 - 2016
- [j29]Keni Qiu, Qing'an Li, Jingtong Hu, Weigong Zhang, Chun Jason Xue:
Write Mode Aware Loop Tiling for High Performance Low Power Volatile PCM in Embedded Systems. IEEE Trans. Computers 65(7): 2313-2324 (2016) - [j28]Shouzhen Gu, Edwin Hsing-Mean Sha, Qingfeng Zhuge, Yiran Chen, Jingtong Hu:
A Time, Energy, and Area Efficient Domain Wall Memory-Based SPM for Embedded Systems. IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. 35(12): 2008-2017 (2016) - [j27]Renhai Chen, Yi Wang, Jingtong Hu, Duo Liu, Zili Shao, Yong Guan:
Image-Content-Aware I/O Optimization for Mobile Virtualization. ACM Trans. Embed. Comput. Syst. 16(1): 12:1-12:24 (2016) - [j26]Chen Pan, Shouzhen Gu, Mimi Xie, Yongpan Liu, Chun Jason Xue, Jingtong Hu:
Wear-Leveling Aware Page Management for Non-Volatile Main Memory on Embedded Systems. IEEE Trans. Multi Scale Comput. Syst. 2(2): 129-142 (2016) - [j25]Shouzhen Gu, Qingfeng Zhuge, Juan Yi, Jingtong Hu, Edwin Hsing-Mean Sha:
Data Allocation with Minimum Cost under Guaranteed Probability for Multiple Types of Memories. J. Signal Process. Syst. 84(1): 151-162 (2016) - [c59]Yuan Xue, Patrick Cronin, Chengmo Yang, Jingtong Hu:
Routing path reuse maximization for efficient NV-FPGA reconfiguration. ASP-DAC 2016: 360-365 - [c58]Huizhang Luo, Jingtong Hu, Liang Shi, Chun Jason Xue, Qingfeng Zhuge:
Peak-to-average pumping efficiency improvement for charge pump in Phase Change Memories. ASP-DAC 2016: 450-455 - [c57]Mimi Xie, Mengying Zhao, Chen Pan, Hehe Li, Yongpan Liu, Youtao Zhang, Chun Jason Xue, Jingtong Hu:
Checkpoint aware hybrid cache architecture for NV processor in energy harvesting powered systems. CODES+ISSS 2016: 22:1-22:10 - [c56]Mengjie Mao, Wujie Wen, Xiaoxiao Liu, Jingtong Hu, Danghui Wang, Yiran Chen, Hai Li:
TEMP: thread batch enabled memory partitioning for GPU. DAC 2016: 65:1-65:6 - [c55]Hehe Li, Yongpan Liu, Chenchen Fu, Chun Jason Xue, Donglai Xiang, Jinshan Yue, Jinyang Li, Daming Zhang, Jingtong Hu, Huazhong Yang:
Performance-aware task scheduling for energy harvesting nonvolatile processors considering power switching overhead. DAC 2016: 156:1-156:6 - [c54]Huizhang Luo, Jingtong Hu, Liang Shi, Chun Jason Xue, Qingfeng Zhuge:
Two-step state transition minimization for lifetime and performance improvement on MLC STT-RAM. DAC 2016: 171:1-171:6 - [c53]Ning Liu, Caiwen Ding, Yanzhi Wang, Jingtong Hu:
Neural Network-based Prediction Algorithms for In-Door Multi-Source Energy Harvesting System for Non-Volatile Processors. ACM Great Lakes Symposium on VLSI 2016: 275-280 - [c52]Caiwen Ding, Hongjia Li, Jingtong Hu, Yongpan Liu, Yanzhi Wang:
Dynamic converter reconfiguration for near-threshold non-volatile processors using in-door energy harvesting. ICCD 2016: 289-295 - [c51]Caiwen Ding, Soroush Heidari, Yanzhi Wang, Yongpan Liu, Jingtong Hu:
Multi-source in-door energy harvesting for non-volatile processors. ISCAS 2016: 173-176 - [c50]Mengying Zhao, Keni Qiu, Yuan Xie, Jingtong Hu, Chun Jason Xue:
Redesigning software and systems for non-volatile processors on self-powered devices. VLSI-SoC 2016: 1-6 - 2015
- [j24]Shouzhen Gu, Qingfeng Zhuge, Juan Yi, Jingtong Hu, Edwin Hsing-Mean Sha:
Optimizing Task and Data Assignment on Multi-Core Systems with Multi-Port SPMs. IEEE Trans. Parallel Distributed Syst. 26(9): 2549-2560 (2015) - [j23]Jingtong Hu, Mimi Xie, Chen Pan, Chun Jason Xue, Qingfeng Zhuge, Edwin Hsing-Mean Sha:
Low Overhead Software Wear Leveling for Hybrid PCM + DRAM Main Memory on Embedded Systems. IEEE Trans. Very Large Scale Integr. Syst. 23(4): 654-663 (2015) - [j22]Juan Yi, Qingfeng Zhuge, Jingtong Hu, Shouzhen Gu, Mingwen Qin, Edwin Hsing-Mean Sha:
Reliability-Guaranteed Task Assignment and Scheduling for Heterogeneous Multiprocessors Considering Timing Constraint. J. Signal Process. Syst. 81(3): 359-375 (2015) - [c49]Mimi Xie, Chen Pan, Jingtong Hu, Chengmo Yang, Yiran Chen:
Checkpoint-aware instruction scheduling for nonvolatile processor with multiple functional units. ASP-DAC 2015: 316-321 - [c48]Renhai Chen, Yi Wang, Jingtong Hu, Duo Liu, Zili Shao, Yong Guan:
Unified non-volatile memory and NAND flash memory architecture in smartphones. ASP-DAC 2015: 340-345 - [c47]Hoda Aghaei Khouzani, Chengmo Yang, Jingtong Hu:
Improving performance and lifetime of DRAM-PCM hybrid main memory through a proactive page allocation strategy. ASP-DAC 2015: 508-513 - [c46]Shouzhen Gu, Edwin Hsing-Mean Sha, Qingfeng Zhuge, Yiran Chen, Jingtong Hu:
Area and performance co-optimization for domain wall memory in application-specific embedded systems. DAC 2015: 20:1-20:6 - [c45]Mengjie Mao, Jingtong Hu, Yiran Chen, Hai Li:
VWS: a versatile warp scheduler for exploring diverse cache localities of GPGPU applications. DAC 2015: 83:1-83:6 - [c44]Qing'an Li, Mengying Zhao, Jingtong Hu, Yongpan Liu, Yanxiang He, Chun Jason Xue:
Compiler directed automatic stack trimming for efficient non-volatile processors. DAC 2015: 183:1-183:6 - [c43]Mimi Xie, Mengying Zhao, Chen Pan, Jingtong Hu, Yongpan Liu, Chun Jason Xue:
Fixing the broken time machine: consistency-aware checkpointing for energy harvesting powered non-volatile processor. DAC 2015: 184:1-184:6 - [c42]Jie Guo, Wujie Wen, Jingtong Hu, Danghui Wang, Hai Li, Yiran Chen:
FlexLevel: a novel NAND flash storage system design for LDPC latency reduction. DAC 2015: 194:1-194:6 - [c41]Mengying Zhao, Qing'an Li, Mimi Xie, Yongpan Liu, Jingtong Hu, Chun Jason Xue:
Software assisted non-volatile register reduction for energy harvesting based cyber-physical system. DATE 2015: 567-572 - [c40]Chen Pan, Mimi Xie, Chengmo Yang, Zili Shao, Jingtong Hu:
Nonvolatile main memory aware garbage collection in high-level language virtual machine. EMSOFT 2015: 197-206 - [c39]Yuan Xue, Patrick Cronin, Chengmo Yang, Jingtong Hu:
Fine-tuning CLB placement to speed up reconfigurations in NVM-based FPGAs. FPL 2015: 1-8 - [c38]Soroush Heidari, Caiwen Ding, Yongpan Liu, Yanzhi Wang, Jingtong Hu:
Multi-source energy harvesting management and optimization for non-volatile processors. IGSC 2015: 1-2 - [c37]Renhai Chen, Yi Wang, Jingtong Hu, Duo Liu, Zili Shao, Yong Guan:
Virtual Machine Image Content Aware I/O Optimization for Mobile Virtualization. HPCC/CSS/ICESS 2015: 1031-1036 - [c36]Yuan Xue, Patrick Cronin, Chengmo Yang, Jingtong Hu:
Non-volatile memories in FPGAs: Exploiting logic similarity to accelerate reconfiguration and increase programming cycles. VLSI-SoC 2015: 92-97 - 2014
- [j21]Qunyan Sun, Qingfeng Zhuge, Jingtong Hu, Juan Yi, Edwin Hsing-Mean Sha:
Efficient grouping-based mapping and scheduling on heterogeneous cluster architectures. Comput. Electr. Eng. 40(5): 1604-1620 (2014) - [j20]Yuming Xu, Kenli Li, Jingtong Hu, Keqin Li:
A genetic algorithm for task scheduling on heterogeneous computing systems using multiple priority queues. Inf. Sci. 270: 255-287 (2014) - [j19]Linbo Long, Duo Liu, Jingtong Hu, Shouzhen Gu, Qingfeng Zhuge, Edwin Hsing-Mean Sha:
A space allocation and reuse strategy for PCM-based embedded systems. J. Syst. Archit. 60(8): 655-667 (2014) - [j18]Jingtong Hu, Qingfeng Zhuge, Chun Jason Xue, Wei-Che Tseng, Shouzhen Gu, Edwin Hsing-Mean Sha:
Scheduling to Optimize Cache Utilization for Non-Volatile Main Memories. IEEE Trans. Computers 63(8): 2039-2051 (2014) - [j17]Jingtong Hu, Qingfeng Zhuge, Chun Jason Xue, Wei-Che Tseng, Edwin Hsing-Mean Sha:
Management and optimization for nonvolatile memory-based hybrid scratchpad memory on multicore embedded processors. ACM Trans. Embed. Comput. Syst. 13(4): 79:1-79:25 (2014) - [j16]Jing Liu, Qingfeng Zhuge, Shouzhen Gu, Jingtong Hu, Guangyu Zhu, Edwin Hsing-Mean Sha:
Minimizing System Cost with Efficient Task Assignment on Heterogeneous Multicore Processors Considering Time Constraint. IEEE Trans. Parallel Distributed Syst. 25(8): 2101-2113 (2014) - [c35]Chen Pan, Mimi Xie, Jingtong Hu, Yiran Chen, Chengmo Yang:
3M-PCM: Exploiting multiple write modes MLC phase change main memory in embedded systems. CODES+ISSS 2014: 33:1-33:10 - [c34]Meikang Qiu, Longbin Chen, Yongxin Zhu, Jingtong Hu, Xiao Qin:
Online Data Allocation for Hybrid Memories on Embedded Tele-health Systems. HPCC/CSS/ICESS 2014: 574-579 - [c33]Renhai Chen, Yi Wang, Jingtong Hu, Duo Liu, Zili Shao, Yong Guan:
Virtual-machine metadata optimization for I/O traffic reduction in mobile virtualization. NVMSA 2014: 1-2 - [c32]Shouzhen Gu, Qingfeng Zhuge, Jingtong Hu, Juan Yi, Edwin Hsing-Mean Sha:
Minimum-cost data allocation with guaranteed probability on multiple types of memory. RTCSA 2014: 1-9 - [c31]Chen Pan, Mimi Xie, Jingtong Hu, Meikang Qiu, Qingfeng Zhuge:
Wear-leveling for PCM main memory on embedded system via page management and process scheduling. RTCSA 2014: 1-9 - [c30]Mimi Xie, Chen Pan, Jingtong Hu, Chun Jason Xue, Qingfeng Zhuge:
Non-volatile registers aware instruction selection for embedded systems. RTCSA 2014: 1-9 - [c29]Ruirui Lu, Gang Wu, Bin Xie, Jingtong Hu:
Stream Bench: Towards Benchmarking Modern Distributed Stream Computing Frameworks. UCC 2014: 69-78 - 2013
- [j15]Jingtong Hu, Yi He, Qingfeng Zhuge, Edwin Hsing-Mean Sha, Chun Jason Xue, Yingchao Zhao:
Minimizing accumulative memory load cost on multi-core DSPs with multi-level memory. J. Syst. Archit. 59(7): 389-399 (2013) - [j14]Jing Mei, Kenli Li, Jingtong Hu, Shu Yin, Edwin Hsing-Mean Sha:
Energy-aware preemptive scheduling algorithm for sporadic tasks on DVS platform. Microprocess. Microsystems 37(1): 99 (2013) - [j13]Yibo Guo, Qingfeng Zhuge, Jingtong Hu, Juan Yi, Meikang Qiu, Edwin Hsing-Mean Sha:
Data Placement and Duplication for Embedded Multicore Systems With Scratch Pad Memory. IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. 32(6): 809-817 (2013) - [j12]Jingtong Hu, Chun Jason Xue, Qingfeng Zhuge, Wei-Che Tseng, Edwin Hsing-Mean Sha:
Write activity reduction on non-volatile main memories for embedded chip multiprocessors. ACM Trans. Embed. Comput. Syst. 12(3): 77:1-77:27 (2013) - [j11]Jingtong Hu, Chun Jason Xue, Qingfeng Zhuge, Wei-Che Tseng, Edwin Hsing-Mean Sha:
Data Allocation Optimization for Hybrid Scratch Pad Memory With SRAM and Nonvolatile Memory. IEEE Trans. Very Large Scale Integr. Syst. 21(6): 1094-1102 (2013) - [j10]Jingtong Hu, Chun Jason Xue, Meikang Qiu, Wei-Che Tseng, Edwin Hsing-Mean Sha:
Algorithms to Minimize Data Transfer for Code Update on Wireless Sensor Network. J. Signal Process. Syst. 71(2): 143-157 (2013) - [j9]Jiayi Du, Yan Wang, Qingfeng Zhuge, Jingtong Hu, Edwin Hsing-Mean Sha:
Efficient Loop Scheduling for Chip Multiprocessors with Non-Volatile Main Memory. J. Signal Process. Syst. 71(3): 261-273 (2013) - [c28]Jingtong Hu, Qingfeng Zhuge, Chun Jason Xue, Wei-Che Tseng, Edwin Hsing-Mean Sha:
Software enabled wear-leveling for hybrid PCM main memory on embedded systems. DATE 2013: 599-602 - [c27]Shouzhen Gu, Qingfeng Zhuge, Jingtong Hu, Juan Yi, Edwin Hsing-Mean Sha:
Efficient task assignment and scheduling for MPSoC DSPS with VS-SPM considering concurrent accesses through data allocation. ICASSP 2013: 2615-2619 - [c26]Linbo Long, Duo Liu, Jingtong Hu, Shouzhen Gu, Qingfeng Zhuge, Edwin Hsing-Mean Sha:
A space-based wear leveling for PCM-based embedded systems. RTCSA 2013: 145-148 - [c25]Juan Yi, Qingfeng Zhuge, Jingtong Hu, Shouzhen Gu, Mingwen Qin, Edwin Hsing-Mean Sha:
Optimizing task assignment for heterogeneous multiprocessor system with guaranteed reliability and timing constraint. RTCSA 2013: 193-200 - [c24]Yibo Guo, Qingfeng Zhuge, Jun Zhang, Jingtong Hu, Edwin Hsing-Mean Sha:
Optimal data allocation algorithm for loop-centric applications on scratch-PAD memories. SiPS 2013: 383-388 - 2012
- [j8]Jingtong Hu, Chun Jason Xue, Wei-Che Tseng, Qingfeng Zhuge, Yingchao Zhao, Edwin Hsing-Mean Sha:
Memory access schedule minimization for embedded systems. J. Syst. Archit. 58(1): 48-59 (2012) - [j7]Daigu Zhang, Xiaofeng Liao, Meikang Qiu, Jingtong Hu, Edwin Hsing-Mean Sha:
Randomized execution algorithms for smart cards to resist power analysis attacks. J. Syst. Archit. 58(10): 426-438 (2012) - [j6]Qingfeng Zhuge, Yibo Guo, Jingtong Hu, Wei-Che Tseng, Chun Jason Xue, Edwin Hsing-Mean Sha:
Minimizing Access Cost for Multiple Types of Memory Units in Embedded Systems Through Data Allocation and Scheduling. IEEE Trans. Signal Process. 60(6): 3253-3263 (2012) - [c23]Qing'an Li, Yingchao Zhao, Jingtong Hu, Chun Jason Xue, Edwin Hsing-Mean Sha, Yanxiang He:
MGC: Multiple graph-coloring for non-volatile memory based hybrid Scratchpad Memory. Interaction between Compilers and Computer Architectures 2012: 17-24 - [c22]Wei-Che Tseng, Chun Jason Xue, Qingfeng Zhuge, Jingtong Hu, Edwin Hsing-Mean Sha:
PRR: A low-overhead cache replacement algorithm for embedded processors. ASP-DAC 2012: 35-40 - [c21]Li Wang, Jing Liu, Jingtong Hu, Qingfeng Zhuge, Duo Liu, Edwin Hsing-Mean Sha:
Efficient Task Assignment on Heterogeneous Multicore Systems Considering Communication Overhead. ICA3PP (1) 2012: 171-185 - [c20]Yan Wang, Jiayi Du, Jingtong Hu, Qingfeng Zhuge, Edwin Hsing-Mean Sha:
Loop scheduling optimization for chip-multiprocessors with non-volatile main memory. ICASSP 2012: 1553-1556 - [c19]Gang Wu, Huxing Zhang, Yaozu Dong, Jingtong Hu:
CAR: Securing PCM Main Memory System with Cache Address Remapping. ICPADS 2012: 628-635 - [c18]Jingtong Hu, Qingfeng Zhuge, Chun Jason Xue, Wei-Che Tseng, Edwin Hsing-Mean Sha:
Optimizing Data Allocation and Memory Configuration for Non-Volatile Memory Based Hybrid SPM on Embedded CMPs. IPDPS Workshops 2012: 982-989 - [c17]Li Wang, Jing Liu, Jingtong Hu, Qingfeng Zhuge, Edwin Hsing-Mean Sha:
Optimal Assignment for Tree-Structure Task Graph on Heterogeneous Multicore Systems Considering Time Constraint. MCSoC 2012: 121-127 - 2011
- [j5]Jingtong Hu, Wei-Che Tseng, Chun Jason Xue, Qingfeng Zhuge, Yingchao Zhao, Edwin Hsing-Mean Sha:
Write Activity Minimization for Nonvolatile Main Memory Via Scheduling and Recomputation. IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. 30(4): 584-592 (2011) - [c16]Jingtong Hu, Chun Jason Xue, Qingfeng Zhuge, Wei-Che Tseng, Edwin Hsing-Mean Sha:
Towards energy efficient hybrid on-chip Scratch Pad Memory with non-volatile memory. DATE 2011: 746-751 - [c15]Yibo Guo, Qingfeng Zhuge, Jingtong Hu, Meikang Qiu, Edwin Hsing-Mean Sha:
Optimal Data Allocation for Scratch-Pad Memory on Embedded Multi-core Systems. ICPP 2011: 464-471 - [c14]Yibo Guo, Qingfeng Zhuge, Jingtong Hu, Edwin Hsing-Mean Sha:
Optimal Data Placement for Memory Architectures with Scratch-Pad Memories. TrustCom 2011: 1045-1050 - 2010
- [j4]Wei-Che Tseng, Jingtong Hu, Qingfeng Zhuge, Yi He, Edwin Hsing-Mean Sha:
Algorithms for Optimally Arranging Multicore Memory Structures. EURASIP J. Embed. Syst. 2010 (2010) - [j3]Chun Jason Xue, Jingtong Hu, Zili Shao, Edwin Hsing-Mean Sha:
Iterational retiming with partitioning: Loop scheduling with complete memory latency hiding. ACM Trans. Embed. Comput. Syst. 9(3): 22:1-22:26 (2010) - [c13]Jiayin Li, Meikang Qiu, Jianwei Niu, Meiqin Liu, Bin Wang, Jingtong Hu:
Impacts of Inaccurate Information on Resource Allocation for Multi-Core Embedded Systems. CIT 2010: 2692-2697 - [c12]Jingtong Hu, Chun Jason Xue, Wei-Che Tseng, Yi He, Meikang Qiu, Edwin Hsing-Mean Sha:
Reducing write activities on non-volatile memories in embedded CMPs via data migration and recomputation. DAC 2010: 350-355 - [c11]Liang Shi, Chun Jason Xue, Jingtong Hu, Wei-Che Tseng, Xuehai Zhou, Edwin Hsing-Mean Sha:
Write activity reduction on flash main memory via smart victim cache. ACM Great Lakes Symposium on VLSI 2010: 91-94 - [c10]Jingtong Hu, Chun Jason Xue, Wei-Che Tseng, Qingfeng Zhuge, Edwin Hsing-Mean Sha:
Minimizing write activities to non-volatile memory via scheduling and recomputation. SASP 2010: 101-106 - [c9]Wei-Che Tseng, Chun Jason Xue, Qingfeng Zhuge, Jingtong Hu, Edwin Hsing-Mean Sha:
Optimal scheduling to minimize non-volatile memory access time with hardware cache. VLSI-SoC 2010: 131-136
2000 – 2009
- 2009
- [j2]Cathy Qun Xu, Chun Jason Xue, Jingtong Hu, Edwin Hsing-Mean Sha:
Optimizing scheduling and intercluster connection for application-specific DSP processors. IEEE Trans. Signal Process. 57(11): 4538-4547 (2009) - [c8]Jingtong Hu, Chun Jason Xue, Wei-Che Tseng, Meikang Qiu, Yingchao Zhao, Edwin Hsing-Mean Sha:
Minimizing Memory Access Schedule for Memories. ICPADS 2009: 104-111 - [c7]Meikang Qiu, Gang Wu, Jingtong Hu, Wei-Che Tseng, Edwin Hsing-Mean Sha:
Energy Minimization and Latency Hiding for Heterogeneous Parallel Memory. ICPADS 2009: 503-510 - [c6]Jingtong Hu, Chun Xue, Yi He, Edwin Hsing-Mean Sha:
Reprogramming with Minimal Transferred Data on Wireless Sensor Network. MASS 2009: 160-167 - 2008
- [j1]Qingfeng Zhuge, Chun Jason Xue, Meikang Qiu, Jingtong Hu, Edwin Hsing-Mean Sha:
Timing optimization via nest-loop pipelining considering code size. Microprocess. Microsystems 32(7): 351-363 (2008) - [c5]Meikang Qiu, Jiande Wu, Chun Jason Xue, Jingtong Hu, Wei-Che Tseng, Edwin Hsing-Mean Sha:
QoS for Networked Heterogeneous Real-Time Embedded Systems. PDCCS 2008: 135-140 - [c4]Meikang Qiu, Jiande Wu, Jingtong Hu, Yi He, Edwin Hsing-Mean Sha:
Dynamic and Leakage Power Minimization with Loop Voltage Scheduling and Assignment. EUC (1) 2008: 192-198 - [c3]Meikang Qiu, Jiande Wu, Chun Jason Xue, Jingtong Hu, Wei-Che Tseng, Edwin Hsing-Mean Sha:
Loop scheduling and assignment to minimize energy while hiding latency for heterogeneous multi-bank memory. FPL 2008: 459-462 - [c2]Chun Jason Xue, Tiantian Liu, Zili Shao, Jingtong Hu, Zhiping Jia, Weijia Jia, Edwin Hsing-Mean Sha:
Address assignment sensitive variable partitioning and scheduling for DSPS with multiple memory banks. ICASSP 2008: 1453-1456 - [c1]Jingtong Hu, Chun Jason Xue, Meikang Qiu, Wei-Che Tseng, Cathy Qun Xu, Lei Zhang, Edwin Hsing-Mean Sha:
Minimizing Transferred Data for Code Update on Wireless Sensor Network. WASA 2008: 349-360
Coauthor Index
Edwin H.-M. Sha
aka: Edwin Hsing-Mean Sha
aka: Edwin Hsing-Mean Sha
[j53] [c82] [j47] [j45] [c74] [c73] [i7] [i6] [i5] [j42] [j39] [c63] [j28] [j25] [j24] [j23] [j22] [c46] [j21] [j19] [j18] [j17] [j16] [c32] [j15] [j14] [j13] [j12] [j11] [j10] [j9] [c28] [c27] [c26] [c25] [c24] [j8] [j7] [j6] [c23] [c22] [c21] [c20] [c18] [c17] [j5] [c16] [c15] [c14] [j4] [j3] [c12] [c11] [c10] [c9] [j2] [c8] [c7] [c6] [j1] [c5] [c4] [c3] [c2] [c1]
[j81] [j79] [j77] [c115] [c114] [c112] [c111] [c110] [c109] [i46] [i44] [i43] [i42] [j75] [j73] [c108] [c107] [c106] [c104] [c103] [i37] [i36] [i35] [i34] [j70] [j68] [j65] [c102] [c101] [c96] [c94] [c93] [i33] [i32] [i30] [i29] [i28] [i24] [i23] [i22] [i20] [i19] [j61] [j60] [j58] [c91] [c90] [c89] [c88] [c87] [c86] [c84] [c83] [i18] [i17] [i15] [i14] [j55] [j54] [j53] [c82] [c81] [c79] [c78] [i12] [i11] [i10] [i9] [i8] [j45] [c74] [c73] [c72] [i7] [i6] [i5] [i4] [i3] [i1]
[j72] [j56] [j52] [c80] [i13] [j50] [j48] [j44] [j41] [j40] [j38] [c68] [j35] [j32] [j30] [c64] [c62] [c61] [j29] [j26] [c58] [c57] [c55] [c54] [c50] [j23] [c44] [c43] [c41] [j18] [j17] [c30] [j15] [j12] [j11] [j10] [c28] [j8] [j6] [c23] [c22] [c18] [j5] [c16] [j3] [c12] [c11] [c10] [c9] [j2] [c8] [c6] [j1] [c5] [c3] [c2] [c1]
[j53] [j47] [j45] [c74] [c73] [i7] [i6] [i5] [j42] [j39] [c63] [j28] [j25] [c58] [c54] [j24] [j23] [j22] [c46] [j21] [j19] [j18] [j17] [j16] [c32] [c31] [c30] [j15] [j13] [j12] [j11] [j9] [c28] [c27] [c26] [c25] [c24] [j8] [j6] [c22] [c21] [c20] [c18] [c17] [j5] [c16] [c15] [c14] [j4] [c10] [c9] [j1]
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