Jingtong Hu

261 papers A* 25A 13B 17C 10Misc 10Journal 137Unranked 49
YearRankTypeTitle / Venue / Authors
2026 J jnl
Dynamic Mix Precision Routing for Efficient Multi-step LLM Interaction.
CoRR
Yuanzhe Li, Jianing Deng, Jingtong Hu, Tianlong Chen, Song Wang, Huanrui Yang
2026 J jnl
Report for NSF Workshop on Algorithm-Hardware Co-design for Medical Applications.
CoRR
Peipei Zhou, Zheng Dong, Insup Lee, Aidong Zhang, Robert Dick, Majid Sarrafzadeh, Xiaodong Wu, Weisong Shi, Zhuoping Yang, Jingtong Hu, Yiyu Shi
2025 — conf
ART: Customizing Accelerators for DNN-Enabled Real-Time Safety-Critical Systems.
ACM Great Lakes Symposium on VLSI
Shixin Ji, Xingzhen Chen, Jinming Zhuang, Wei Zhang, Zhuoping Yang, Sarah Schultz, Yukai Song, Jingtong Hu, Alex K. Jones, Zheng Dong, Peipei Zhou
2025 A* conf
DLF: Disentangled-Language-Focused Multimodal Sentiment Analysis.
AAAI
Pan Wang, Qiang Zhou, Yawen Wu, Tianlong Chen, Jingtong Hu
2025 J jnl
EmpathyAgent: Can Embodied Agents Conduct Empathetic Actions?
CoRR
Xinyan Chen, Jiaxin Ge, Hongming Dai, Qiang Zhou, Qiuxuan Feng, Jingtong Hu, Yizhou Wang, Jiaming Liu, Shanghang Zhang
2025 — conf
FIER: Fine-Grained and Efficient KV Cache Retrieval for Long-context LLM Inference.
EMNLP (Findings)
Dongwei Wang, Zijie Liu, Song Wang, Yuxin Ren, Jianing Deng, Jingtong Hu, Tianlong Chen, Huanrui Yang
2025 J jnl
FIER: Fine-Grained and Efficient KV Cache Retrieval for Long-context LLM Inference.
CoRR
Dongwei Wang, Zijie Liu, Song Wang, Yuxin Ren, Jianing Deng, Jingtong Hu, Tianlong Chen, Huanrui Yang
2025 — conf
Fair Dermatological Disease Diagnosis Through Auto-weighted Federated Learning and Performance-Aware Personalization.
FAIMI@MICCAI
Gelei Xu, Yawen Wu, Zhenge Jia, Jingtong Hu, Yiyu Shi
2025 J jnl
MTrain: Enable Efficient CNN Training on Heterogeneous FPGA-Based Edge Servers.
IEEE Trans. Comput. Aided Des. Integr. Circuits Syst.
Yue Tang, Alex K. Jones, Jinjun Xiong, Peipei Zhou, Jingtong Hu
2025 J jnl
SPIRAL+: Efficient Signal-Power Integrity Co-Analysis for Interchiplet Links Validation.
IEEE Trans. Comput. Aided Des. Integr. Circuits Syst.
Xiao Dong, Songyu Sun, Yangfan Jiang, Jingtong Hu, Dawei Gao, Zhiguo Shi, Cheng Zhuo
2025 J jnl
STHVC: Spatial-Temporal Hybrid Video Compression for UAV-Assisted IoV Systems.
IEEE Trans. Circuits Syst. Video Technol.
Lvcheng Chen, Jianing Deng, Xudong Zeng, Liangwei Liu, Yawen Wu, Jingtong Hu, Qi Sun, Zhiguo Shi, Cheng Zhuo
2025 A conf
Towards Accelerator Customization in Real-time Safety-critical Systems.
FPGA
Shixin Ji, Xingzhen Chen, Wei Zhang, Zhuoping Yang, Jinming Zhuang, Sarah Schultz, Yukai Song, Jingtong Hu, Alex K. Jones, Zheng Dong, Peipei Zhou
2025 Misc conf
Tutorial: Design Automation for ML-enabled Cyber-Physical Systems: From Verification to Synthesis.
EMSOFT
Samarjit Chakraborty, Jingtong Hu, Qi Zhu
2025 J jnl
Two-Stage Voting for Robust and Efficient Suicide Risk Detection on Social Media.
CoRR
Yukai Song, Pengfei Zhou, César Escobar-Viera, Candice Biernesser, Wei Huang, Jingtong Hu
2025 A* conf
zkVC: Fast Zero-Knowledge Proof for Private and Verifiable Computing.
DAC
Yancheng Zhang, Mengxin Zheng, Xun Chen, Jingtong Hu, Weidong Shi, Lei Ju, Yan Solihin, Qian Lou
2025 J jnl
zkVC: Fast Zero-Knowledge Proof for Private and Verifiable Computing.
CoRR
Yancheng Zhang, Mengxin Zheng, Xun Chen, Jingtong Hu, Weidong Shi, Lei Ju, Yan Solihin, Qian Lou
2024 — conf
Achieving Fairness Through Channel Pruning for Dermatological Disease Diagnosis.
MICCAI (10)
Qingpeng Kong, Ching-Hao Chiu, Dewen Zeng, Yu-Jen Chen, Tsung-Yi Ho, Jingtong Hu, Yiyu Shi
2024 J jnl
Achieving Fairness Through Channel Pruning for Dermatological Disease Diagnosis.
CoRR
Qingpeng Kong, Ching-Hao Chiu, Dewen Zeng, Yu-Jen Chen, Tsung-Yi Ho, Jingtong Hu, Yiyu Shi
2024 J jnl
CHARM 2.0: Composing Heterogeneous Accelerators for Deep Learning on Versal ACAP Architecture.
ACM Trans. Reconfigurable Technol. Syst.
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
2024 J jnl
CHEF: A Framework for Deploying Heterogeneous Models on Clusters With Heterogeneous FPGAs.
IEEE Trans. Comput. Aided Des. Integr. Circuits Syst.
Yue Tang, Yukai Song, Naveena Elango, Sheena Ratnam Priya, Alex K. Jones, Jinjun Xiong, Peipei Zhou, Jingtong Hu
2024 J jnl
DLF: Disentangled-Language-Focused Multimodal Sentiment Analysis.
CoRR
Pan Wang, Qiang Zhou, Yawen Wu, Tianlong Chen, Jingtong Hu
2024 — conf
Data-Algorithm-Architecture Co-Optimization for Fair Neural Networks on Skin Lesion Dataset.
MICCAI (10)
Yi Sheng, Junhuan Yang, Jinyang Li, James Alaina, Xiaowei Xu, Yiyu Shi, Jingtong Hu, Weiwen Jiang, Lei Yang
2024 J jnl
Data-Algorithm-Architecture Co-Optimization for Fair Neural Networks on Skin Lesion Dataset.
CoRR
Yi Sheng, Junhuan Yang, Jinyang Li, James Alaina, Xiaowei Xu, Yiyu Shi, Jingtong Hu, Weiwen Jiang, Lei Yang
2024 J jnl
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.
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
2024 J jnl
EdgeOL: Efficient in-situ Online Learning on Edge Devices.
CoRR
Sheng Li, Geng Yuan, Yawen Wu, Yue Dai, Chao Wu, Alex K. Jones, Jingtong Hu, Yanzhi Wang, Xulong Tang
2024 A* conf
Enabling On-Device Large Language Model Personalization with Self-Supervised Data Selection and Synthesis.
DAC
Ruiyang Qin, Jun Xia, Zhenge Jia, Meng Jiang, Ahmed Abbasi, Peipei Zhou, Jingtong Hu, Yiyu Shi
2024 — conf
FairQuantize: Achieving Fairness Through Weight Quantization for Dermatological Disease Diagnosis.
MICCAI (10)
Yuanbo Guo, Zhenge Jia, Jingtong Hu, Yiyu Shi
2024 J jnl
FairSkin: Fair Diffusion for Skin Disease Image Generation.
CoRR
Ruichen Zhang, Yuguang Yao, Zhen Tan, Zhiming Li, Pan Wang, Huan Liu, Jingtong Hu, Sijia Liu, Tianlong Chen
2024 — conf
GPU Partitioning & Neural Architecture Sizing for Safety-Driven Sensing in Autonomous Systems.
ICAA
Shengjie Xu, Clara Hobbs, Yukai Song, Bineet Ghosh, Tingan Zhu, Sharmin Aktar, Lei Yang, Yi Sheng, Weiwen Jiang, Jingtong Hu, Parasara Sridhar Duggirala, Samarjit Chakraborty
2024 J jnl
Personalized Meta-Federated Learning for IoT-Enabled Health Monitoring.
IEEE Trans. Comput. Aided Des. Integr. Circuits Syst.
Zhenge Jia, Tianren Zhou, Zheyu Yan, Jingtong Hu, Yiyu Shi
2024 — conf
Poster Abstract: Neural Architecture Sizing for Autonomous Systems.
ICCPS
Shengjie Xu, Clara Hobbs, Yukai Song, Bineet Ghosh, Sharmin Aktar, Lei Yang, Yi Sheng, Weiwen Jiang, Jingtong Hu, Parasara Sridhar Duggirala, Samarjit Chakraborty
2024 — conf
SCARIF: Towards Carbon Modeling of Cloud Servers with Accelerators.
ISVLSI
Shixin Ji, Zhuoping Yang, Xingzhen Chen, Stephen Cahoon, Jingtong Hu, Yiyu Shi, Alex K. Jones, Peipei Zhou
2024 B conf
SPIRAL: Signal-Power Integrity Co-Analysis for High-Speed Inter-Chiplet Serial Links Validation.
ASPDAC
Xiao Dong, Songyu Sun, Yangfan Jiang, Jingtong Hu, Dawei Gao, Cheng Zhuo
2024 A conf
SSR: Spatial Sequential Hybrid Architecture for Latency Throughput Tradeoff in Transformer Acceleration.
FPGA
Jinming Zhuang, Zhuoping Yang, Shixin Ji, Heng Huang, Alex K. Jones, Jingtong Hu, Yiyu Shi, Peipei Zhou
2024 J jnl
SSR: Spatial Sequential Hybrid Architecture for Latency Throughput Tradeoff in Transformer Acceleration.
CoRR
Jinming Zhuang, Zhuoping Yang, Shixin Ji, Heng Huang, Alex K. Jones, Jingtong Hu, Yiyu Shi, Peipei Zhou
2024 J jnl
STDF: Spatio-Temporal Deformable Fusion for Video Quality Enhancement on Embedded Platforms.
ACM Trans. Embed. Comput. Syst.
Jianing Deng, Shunjie Dong, Lvcheng Chen, Jingtong Hu, Cheng Zhuo
2024 J jnl
Towards Data-center Level Carbon Modeling and Optimization for Deep Learning Inference.
CoRR
Shixin Ji, Zhuoping Yang, Xingzhen Chen, Jingtong Hu, Yiyu Shi, Alex K. Jones, Peipei Zhou
2024 J jnl
Towards Error Correction for Computing in Racetrack Memory.
CoRR
Preston Brazzle, Benjamin F. Morris III, Evan McKinney, Peipei Zhou, Jingtong Hu, Asif Ali Khan, Alex K. Jones
2023 — conf
Additional Positive Enables Better Representation Learning for Medical Images.
MICCAI (1)
Dewen Zeng, Yawen Wu, Xinrong Hu, Xiaowei Xu, Jingtong Hu, Yiyu Shi
2023 J jnl
Additional Positive Enables Better Representation Learning for Medical Images.
CoRR
Dewen Zeng, Yawen Wu, Xinrong Hu, Xiaowei Xu, Jingtong Hu, Yiyu Shi
2023 J jnl
BiTrackGAN: Cascaded CycleGANs to Constraint Face Aging.
CoRR
Tsung-Han Kuo, Zhenge Jia, Tei-Wei Kuo, Jingtong Hu
2023 A conf
CHARM: Composing Heterogeneous AcceleRators for Matrix Multiply on Versal ACAP Architecture.
FPGA
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
2023 J jnl
CHARM: Composing Heterogeneous Accelerators for Matrix Multiply on Versal ACAP Architecture.
CoRR
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
2023 J jnl
Enabling On-Device Large Language Model Personalization with Self-Supervised Data Selection and Synthesis.
CoRR
Ruiyang Qin, Jun Xia, Zhenge Jia, Meng Jiang, Ahmed Abbasi, Peipei Zhou, Jingtong Hu, Yiyu Shi
2023 A* conf
Muffin: A Framework Toward Multi-Dimension AI Fairness by Uniting Off-the-Shelf Models.
DAC
Yi Sheng, Junhuan Yang, Lei Yang, Yiyu Shi, Jingtong Hu, Weiwen Jiang
2023 J jnl
Muffin: A Framework Toward Multi-Dimension AI Fairness by Uniting Off-the-Shelf Models.
CoRR
Yi Sheng, Junhuan Yang, Lei Yang, Yiyu Shi, Jingtong Hu, Weiwen Jiang
2023 — conf
Quantization through Search: A Novel Scheme to Quantize Convolutional Neural Networks in Finite Weight Space.
ASP-DAC
Qing Lu, Weiwen Jiang, Xiaowei Xu, Jingtong Hu, Yiyu Shi
2023 — conf
REFRESH FPGAs: Sustainable FPGA Chiplet Architectures.
IGSC
Peipei Zhou, Jinming Zhuang, Stephen Cahoon, Yue Tang, Zhuoping Yang, Xingzhen Chen, Yiyu Shi, Jingtong Hu, Alex K. Jones
2023 J jnl
REFRESH FPGAs: Sustainable FPGA Chiplet Architectures.
CoRR
Peipei Zhou, Jinming Zhuang, Stephen Cahoon, Yue Tang, Zhuoping Yang, Xingzhen Chen, Yiyu Shi, Jingtong Hu, Alex K. Jones
2023 J jnl
Reliable and Efficient Parallel Checkpointing Framework for Nonvolatile Processor With Concurrent Peripherals.
IEEE Trans. Circuits Syst. I Regul. Pap.
Tongda Wu, Kaisheng Ma, Jingtong Hu, Jason Xue, Jinyang Li, Xin Shi, Huazhong Yang, Yongpan Liu
2023 J jnl
Self-Supervised On-Device Federated Learning From Unlabeled Streams.
IEEE Trans. Comput. Aided Des. Integr. Circuits Syst.
Jiahe Shi, Yawen Wu, Dewen Zeng, Jun Tao, Jingtong Hu, Yiyu Shi
2023 J jnl
Sustainable AI Processing at the Edge.
IEEE Micro
Sébastien Ollivier, Sheng Li, Yue Tang, Stephen Cahoon, Ryan Caginalp, Chayanika Chaudhuri, Peipei Zhou, Xulong Tang, Jingtong Hu, Alex K. Jones
2023 A* conf
Synthetic Data Can Also Teach: Synthesizing Effective Data for Unsupervised Visual Representation Learning.
AAAI
Yawen Wu, Zhepeng Wang, Dewen Zeng, Yiyu Shi, Jingtong Hu
2023 J jnl
The importance of resource awareness in artificial intelligence for healthcare.
Nat. Mac. Intell.
Zhenge Jia, Jianxu Chen, Xiaowei Xu, John N. Kheir, Jingtong Hu, Han Xiao, Sui Peng, Xiaobo Sharon Hu, Danny Ziyi Chen, Yiyu Shi
2023 J jnl
Toward Comprehensive Shifting Fault Tolerance for Domain-Wall Memories With PIETT.
IEEE Trans. Computers
Sébastien Ollivier, Stephen Longofono, Prayash Dutta, Jingtong Hu, Sanjukta Bhanja, Alex K. Jones
2022 J jnl
Achieving Fairness in Dermatological Disease Diagnosis through Automatic Weight Adjusting Federated Learning and Personalization.
CoRR
Gelei Xu, Yawen Wu, Jingtong Hu, Yiyu Shi
2022 A* conf
CORUSCANT: Fast Efficient Processing-in-Racetrack Memories.
MICRO
Sébastien Ollivier, Stephen Longofono, Prayash Dutta, Jingtong Hu, Sanjukta Bhanja, Alex K. Jones
2022 J jnl
Cooperative Communication Between Two Transiently Powered Sensor Nodes by Reinforcement Learning.
IEEE Trans. Comput. Aided Des. Integr. Circuits Syst.
Yawen Wu, Zhenge Jia, Fei Fang, Jingtong Hu
2022 A* conf
Decentralized Unsupervised Learning of Visual Representations.
IJCAI
Yawen Wu, Zhepeng Wang, Dewen Zeng, Meng Li, Yiyu Shi, Jingtong Hu
2022 J jnl
Development of A Real-time POCUS Image Quality Assessment and Acquisition Guidance System.
CoRR
Zhenge Jia, Yiyu Shi, Jingtong Hu, Lei Yang, Benjamin Nti
2022 J jnl
Distributed Contrastive Learning for Medical Image Segmentation.
CoRR
Yawen Wu, Dewen Zeng, Zhepeng Wang, Yiyu Shi, Jingtong Hu
2022 J jnl
Distributed contrastive learning for medical image segmentation.
Medical Image Anal.
Yawen Wu, Dewen Zeng, Zhepeng Wang, Yiyu Shi, Jingtong Hu
2022 J jnl
EF-Train: Enable Efficient On-device CNN Training on FPGA Through Data Reshaping for Online Adaptation or Personalization.
CoRR
Yue Tang, Xinyi Zhang, Peipei Zhou, Jingtong Hu
2022 J jnl
EF-Train: Enable Efficient On-device CNN Training on FPGA through Data Reshaping for Online Adaptation or Personalization.
ACM Trans. Design Autom. Electr. Syst.
Yue Tang, Xinyi Zhang, Peipei Zhou, Jingtong Hu
2022 J jnl
Editorial for the special issue on memory architectures and systems for modern applications.
CCF Trans. High Perform. Comput.
Guangyu Sun, Liang Shi, Jingtong Hu
2022 J jnl
Enabling Weakly Supervised Temporal Action Localization From On-Device Learning of the Video Stream.
IEEE Trans. Comput. Aided Des. Integr. Circuits Syst.
Yue Tang, Yawen Wu, Peipei Zhou, Jingtong Hu
2022 J jnl
Enabling Weakly-Supervised Temporal Action Localization from On-Device Learning of the Video Stream.
CoRR
Yue Tang, Yawen Wu, Peipei Zhou, Jingtong Hu
2022 J jnl
Energy-Aware Adaptive Multi-Exit Neural Network Inference Implementation for a Millimeter-Scale Sensing System.
IEEE Trans. Very Large Scale Integr. Syst.
Yuyang Li, Yawen Wu, Xincheng Zhang, Jingtong Hu, Inhee Lee
2022 J jnl
FPIRM: Floating-point Processing in Racetrack Memories.
CoRR
Sébastien Ollivier, Xinyi Zhang, Yue Tang, Chayanika Choudhuri, Jingtong Hu, Alex K. Jones
2022 — conf
FairPrune: Achieving Fairness Through Pruning for Dermatological Disease Diagnosis.
MICCAI (1)
Yawen Wu, Dewen Zeng, Xiaowei Xu, Yiyu Shi, Jingtong Hu
2022 J jnl
FairPrune: Achieving Fairness Through Pruning for Dermatological Disease Diagnosis.
CoRR
Yawen Wu, Dewen Zeng, Xiaowei Xu, Yiyu Shi, Jingtong Hu
2022 J jnl
FedCoCo: A Memory Efficient Federated Self-supervised Framework for On-Device Visual Representation Learning.
CoRR
Jiahe Shi, Yawen Wu, Dewen Zeng, Jingtong Hu, Yiyu Shi
2022 J jnl
Federated Contrastive Learning for Dermatological Disease Diagnosis via On-device Learning.
CoRR
Yawen Wu, Dewen Zeng, Zhepeng Wang, Yi Sheng, Lei Yang, Alaina J. James, Yiyu Shi, Jingtong Hu
2022 J jnl
Federated Contrastive Learning for Volumetric Medical Image Segmentation.
CoRR
Yawen Wu, Dewen Zeng, Zhepeng Wang, Yiyu Shi, Jingtong Hu
2022 J jnl
Federated Self-Supervised Contrastive Learning and Masked Autoencoder for Dermatological Disease Diagnosis.
CoRR
Yawen Wu, Dewen Zeng, Zhepeng Wang, Yi Sheng, Lei Yang, Alaina J. James, Yiyu Shi, Jingtong Hu
2022 J jnl
H2H: Heterogeneous Model to Heterogeneous System Mapping with Computation and Communication Awareness.
CoRR
Xinyi Zhang, Cong Hao, Peipei Zhou, Alex K. Jones, Jingtong Hu
2022 A* conf
H2H: heterogeneous model to heterogeneous system mapping with computation and communication awareness.
DAC
Xinyi Zhang, Cong Hao, Peipei Zhou, Alex K. Jones, Jingtong Hu
2022 — conf
Hardware/Software Co-Exploration for Graph Neural Architectures on FPGAs.
ISVLSI
Qing Lu, Weiwen Jiang, Meng Jiang, Jingtong Hu, Yiyu Shi
2022 B conf
ICD-BAS: Detecting Ventricular Arrhythmia using Binary Architecture Search for Implantable Cardioverter Defibrillators.
CHASE
Qing Lu, Zhenge Jia, Jingtong Hu, Yiyu Shi
2022 J jnl
Introduction to the Special Issue on Artificial Intelligence and Cyber-Physical Systems - Part 2.
ACM Trans. Cyber Phys. Syst.
Jingtong Hu, Qi Zhu, Susmit Jha
2022 J jnl
Learn by Challenging Yourself: Contrastive Visual Representation Learning with Hard Sample Generation.
CoRR
Yawen Wu, Zhepeng Wang, Dewen Zeng, Yiyu Shi, Jingtong Hu
2022 J jnl
Low-power object-detection challenge on unmanned aerial vehicles.
Nat. Mac. Intell.
Zhenge Jia, Xiaowei Xu, Jingtong Hu, Yiyu Shi
2022 A conf
Opportunistic Communication with Latency Guarantees for Intermittently-Powered Devices.
DATE
Kacper Wardega, Wenchao Li, Hyoseung Kim, Yawen Wu, Zhenge Jia, Jingtong Hu
2022 J jnl
Personalized Neural Network for Patient-Specific Health Monitoring in IoT: A Metalearning Approach.
IEEE Trans. Comput. Aided Des. Integr. Circuits Syst.
Zhenge Jia, Yiyu Shi, Jingtong Hu
2022 J jnl
Pod-racing: bulk-bitwise to floating-point compute in racetrack memory for machine learning at the edge.
IEEE Micro
Sébastien Ollivier, Xinyi Zhang, Yue Tang, Chayanika Choudhuri, Jingtong Hu, Alex K. Jones
2022 — conf
Session details: Session 3B: VLSI for Machine Learning and Artifical Intelligence 1.
ACM Great Lakes Symposium on VLSI
Jingtong Hu
2022 — conf
Session details: Session 4B: VLSI for Machine Learning and Artifical Intelligence 2.
ACM Great Lakes Symposium on VLSI
Jingtong Hu
2022 J jnl
Sustainable AI Processing at the Edge.
CoRR
Sébastien Ollivier, Sheng Li, Yue Tang, Chayanika Chaudhuri, Peipei Zhou, Xulong Tang, Jingtong Hu, Alex K. Jones
2022 J jnl
The Larger The Fairer? Small Neural Networks Can Achieve Fairness for Edge Devices.
CoRR
Yi Sheng, Junhuan Yang, Yawen Wu, Kevin Mao, Yiyu Shi, Jingtong Hu, Weiwen Jiang, Lei Yang
2022 A* conf
The larger the fairer?: small neural networks can achieve fairness for edge devices.
DAC
Yi Sheng, Junhuan Yang, Yawen Wu, Kevin Mao, Yiyu Shi, Jingtong Hu, Weiwen Jiang, Lei Yang
2022 — conf
Towards Independent On-device Artificial Intelligence.
ISVLSI
Yawen Wu, Jingtong Hu
2021 J jnl
Algorithm-hardware Co-design of Attention Mechanism on FPGA Devices.
ACM Trans. Embed. Comput. Syst.
Xinyi Zhang, Yawen Wu, Peipei Zhou, Xulong Tang, Jingtong Hu
2021 J jnl
DAC-SDC Low Power Object Detection Challenge for UAV Applications.
IEEE Trans. Pattern Anal. Mach. Intell.
Xiaowei Xu, Xinyi Zhang, Bei Yu, Xiaobo Sharon Hu, Christopher Rowen, Jingtong Hu, Yiyu Shi
2021 C conf
Developing a Miniature Energy-Harvesting-Powered Edge Device with Multi-Exit Neural Network.
ISCAS
Yuyang Li, Yawen Wu, Xincheng Zhang, Ehab A. Hamed, Jingtong Hu, Inhee Lee
2021 J jnl
Device-Circuit-Architecture Co-Exploration for Computing-in-Memory Neural Accelerators.
IEEE Trans. Computers
Weiwen Jiang, Qiuwen Lou, Zheyu Yan, Lei Yang, Jingtong Hu, Xiaobo Sharon Hu, Yiyu Shi
2021 J jnl
Distributed Unsupervised Visual Representation Learning with Fused Features.
CoRR
Yawen Wu, Zhepeng Wang, Dewen Zeng, Meng Li, Yiyu Shi, Jingtong Hu
2021 A* conf
Enabling On-Device Model Personalization for Ventricular Arrhythmias Detection by Generative Adversarial Networks.
DAC
Zhenge Jia, Feng Hong, Lichuan Ping, Yiyu Shi, Jingtong Hu
2021 J jnl
Enabling On-Device Self-Supervised Contrastive Learning With Selective Data Contrast.
CoRR
Yawen Wu, Zhepeng Wang, Dewen Zeng, Yiyu Shi, Jingtong Hu
2021 A* conf
Enabling On-Device Self-Supervised Contrastive Learning with Selective Data Contrast.
DAC
Yawen Wu, Zhepeng Wang, Dewen Zeng, Yiyu Shi, Jingtong Hu
2021 A conf
Federated Contrastive Learning for Dermatological Disease Diagnosis via On-device Learning (Invited Paper).
ICCAD
Yawen Wu, Dewen Zeng, Zhepeng Wang, Yi Sheng, Lei Yang, Alaina J. James, Yiyu Shi, Jingtong Hu
2021 — conf
Federated Contrastive Learning for Volumetric Medical Image Segmentation.
MICCAI (3)
Yawen Wu, Dewen Zeng, Zhepeng Wang, Yiyu Shi, Jingtong Hu
2021 J jnl
Hardware-aware Real-time Myocardial Segmentation Quality Control in Contrast Echocardiography.
CoRR
Dewen Zeng, Yukun Ding, Haiyun Yuan, Meiping Huang, Xiaowei Xu, Jian Zhuang, Jingtong Hu, Yiyu Shi
2021 J jnl
Introduction to the Special Issue on Artificial Intelligence and Cyber-Physical Systems: Part 1.
ACM Trans. Cyber Phys. Syst.
Jingtong Hu, Qi Zhu, Susmit Jha
2021 A* conf
Invited: Hardware-aware Real-time Myocardial Segmentation Quality Control in Contrast Echocardiography.
DAC
Dewen Zeng, Yukun Ding, Haiyun Yuan, Meiping Huang, Xiaowei Xu, Jian Zhuang, Jingtong Hu, Yiyu Shi
2021 A* conf
Learning to Learn Personalized Neural Network for Ventricular Arrhythmias Detection on Intracardiac EGMs.
IJCAI
Zhenge Jia, Zhepeng Wang, Feng Hong, Lichuan Ping, Yiyu Shi, Jingtong Hu
2021 — conf
Lightweight Run-Time Working Memory Compression for Deployment of Deep Neural Networks on Resource-Constrained MCUs.
ASP-DAC
Zhepeng Wang, Yawen Wu, Zhenge Jia, Yiyu Shi, Jingtong Hu
2021 J jnl
On-device Prior Knowledge Incorporated Learning for Personalized Atrial Fibrillation Detection.
ACM Trans. Embed. Comput. Syst.
Zhenge Jia, Yiyu Shi, Samir Saba, Jingtong Hu
2021 J jnl
PIRM: Processing In Racetrack Memories.
CoRR
Sébastien Ollivier, Stephen Longofono, Prayash Dutta, Jingtong Hu, Sanjukta Bhanja, Alex K. Jones
2021 — conf
Positional Contrastive Learning for Volumetric Medical Image Segmentation.
MICCAI (2)
Dewen Zeng, Yawen Wu, Xinrong Hu, Xiaowei Xu, Haiyun Yuan, Meiping Huang, Jian Zhuang, Jingtong Hu, Yiyu Shi
2021 J jnl
Positional Contrastive Learning for Volumetric Medical Image Segmentation.
CoRR
Dewen Zeng, Yawen Wu, Xinrong Hu, Xiaowei Xu, Haiyun Yuan, Meiping Huang, Jian Zhuang, Jingtong Hu, Yiyu Shi
2020 C conf
Achieving Full Parallelism in LSTM via a Unified Accelerator Design.
ICCD
Xinyi Zhang, Weiwen Jiang, Jingtong Hu
2020 J jnl
Applying Multiple Level Cell to Non-volatile FPGAs.
ACM Trans. Embed. Comput. Syst.
Ke Liu, Mengying Zhao, Lei Ju, Zhiping Jia, Jingtong Hu, Chun Jason Xue
2020 — conf
Co-Exploring Neural Architecture and Network-on-Chip Design for Real-Time Artificial Intelligence.
ASP-DAC
Lei Yang, Weiwen Jiang, Weichen Liu, Edwin H.-M. Sha, Yiyu Shi, Jingtong Hu
2020 J jnl
Communication-Aware Task Scheduling for Energy-Harvesting Nonvolatile Processors.
IEEE Trans. Very Large Scale Integr. Syst.
Yan Wang, Jinhui Liu, Jingtong Hu
2020 — conf
Design Insights of Non-volatile Processors and Accelerators in Energy Harvesting Systems.
ACM Great Lakes Symposium on VLSI
Keni Qiu, Mengying Zhao, Zhenge Jia, Jingtong Hu, Chun Jason Xue, Kaisheng Ma, Xueqing Li, Yongpan Liu, Vijaykrishnan Narayanan
2020 J jnl
Enabling On-Device CNN Training by Self-Supervised Instance Filtering and Error Map Pruning.
CoRR
Yawen Wu, Zhepeng Wang, Yiyu Shi, Jingtong Hu
2020 J jnl
Enabling On-Device CNN Training by Self-Supervised Instance Filtering and Error Map Pruning.
IEEE Trans. Comput. Aided Des. Integr. Circuits Syst.
Yawen Wu, Zhepeng Wang, Yiyu Shi, Jingtong Hu
2020 J jnl
Hardware/Software Co-Exploration of Neural Architectures.
IEEE Trans. Comput. Aided Des. Integr. Circuits Syst.
Weiwen Jiang, Lei Yang, Edwin Hsing-Mean Sha, Qingfeng Zhuge, Shouzhen Gu, Sakyasingha Dasgupta, Yiyu Shi, Jingtong Hu
2020 A* conf
Intermittent Inference with Nonuniformly Compressed Multi-Exit Neural Network for Energy Harvesting Powered Devices.
DAC
Yawen Wu, Zhepeng Wang, Zhenge Jia, Yiyu Shi, Jingtong Hu
2020 J jnl
Intermittent Inference with Nonuniformly Compressed Multi-Exit Neural Network for Energy Harvesting Powered Devices.
CoRR
Yawen Wu, Zhepeng Wang, Zhenge Jia, Yiyu Shi, Jingtong Hu
2020 J jnl
Low Overhead Online Data Flow Tracking for Intermittently Powered Non-Volatile FPGAs.
ACM J. Emerg. Technol. Comput. Syst.
Xinyi Zhang, Clay Patterson, Yongpan Liu, Chengmo Yang, Chun Jason Xue, Jingtong Hu
2020 J jnl
Low Overhead Online Data Flow Tracking for Intermittently Powered Non-volatile FPGAs.
CoRR
Xinyi Zhang, Clay Patterson, Yongpan Liu, Chengmo Yang, Chun Jason Xue, Jingtong Hu
2020 J jnl
Personalized Deep Learning for Ventricular Arrhythmias Detection on Medical IoT Systems.
CoRR
Zhenge Jia, Zhepeng Wang, Feng Hong, Lichuan Ping, Yiyu Shi, Jingtong Hu
2020 A conf
Personalized Deep Learning for Ventricular Arrhythmias Detection on Medical loT Systems.
ICCAD
Zhenge Jia, Zhepeng Wang, Feng Hong, Lichuan Ping, Yiyu Shi, Jingtong Hu
2020 J jnl
Standing on the Shoulders of Giants: Hardware and Neural Architecture Co-Search With Hot Start.
IEEE Trans. Comput. Aided Des. Integr. Circuits Syst.
Weiwen Jiang, Lei Yang, Sakyasingha Dasgupta, Jingtong Hu, Yiyu Shi
2020 J jnl
Standing on the Shoulders of Giants: Hardware and Neural Architecture Co-Search with Hot Start.
CoRR
Weiwen Jiang, Lei Yang, Sakyasingha Dasgupta, Jingtong Hu, Yiyu Shi
2020 A conf
Towards Cardiac Intervention Assistance: Hardware-aware Neural Architecture Exploration for Real-Time 3D Cardiac Cine MRI Segmentation.
ICCAD
Dewen Zeng, Weiwen Jiang, Tianchen Wang, Xiaowei Xu, Haiyun Yuan, Meiping Huang, Jian Zhuang, Jingtong Hu, Yiyu Shi
2020 J jnl
Towards Cardiac Intervention Assistance: Hardware-aware Neural Architecture Exploration for Real-Time 3D Cardiac Cine MRI Segmentation.
CoRR
Dewen Zeng, Weiwen Jiang, Tianchen Wang, Xiaowei Xu, Haiyun Yuan, Meiping Huang, Jian Zhuang, Jingtong Hu, Yiyu Shi
2019 J jnl
A Novel STT-RAM-Based Hybrid Cache for Intermittently Powered Processors in IoT Devices.
IEEE Micro
Mimi Xie, Chen Pan, Youtao Zhang, Jingtong Hu, Yongpan Liu, Chun Jason Xue
2019 A* conf
Accuracy vs. Efficiency: Achieving Both through FPGA-Implementation Aware Neural Architecture Search.
DAC
Weiwen Jiang, Xinyi Zhang, Edwin Hsing-Mean Sha, Lei Yang, Qingfeng Zhuge, Yiyu Shi, Jingtong Hu
2019 J jnl
Accuracy vs. Efficiency: Achieving Both through FPGA-Implementation Aware Neural Architecture Search.
CoRR
Weiwen Jiang, Xinyi Zhang, Edwin Hsing-Mean Sha, Lei Yang, Qingfeng Zhuge, Yiyu Shi, Jingtong Hu
2019 J jnl
Achieving Super-Linear Speedup across Multi-FPGA for Real-Time DNN Inference.
CoRR
Weiwen Jiang, Edwin Hsing-Mean Sha, Xinyi Zhang, Lei Yang, Qingfeng Zhuge, Yiyu Shi, Jingtong Hu
2019 J jnl
Achieving Super-Linear Speedup across Multi-FPGA for Real-Time DNN Inference.
ACM Trans. Embed. Comput. Syst.
Weiwen Jiang, Edwin H.-M. Sha, Xinyi Zhang, Lei Yang, Qingfeng Zhuge, Yiyu Shi, Jingtong Hu
2019 J jnl
Checkpointing-Aware Loop Tiling for Energy Harvesting Powered Nonvolatile Processors.
IEEE Trans. Comput. Aided Des. Integr. Circuits Syst.
Fuyang Li, Keni Qiu, Mengying Zhao, Jingtong Hu, Yongpan Liu, Yong Guan, Chun Jason Xue
2019 Misc conf
Cooperative communication between two transiently powered sensors by reinforcement learning: work-in-progress.
CODES+ISSS
Yawen Wu, Zhenge Jia, Fei Fang, Jingtong Hu
2019 J jnl
Device-Circuit-Architecture Co-Exploration for Computing-in-Memory Neural Accelerators.
CoRR
Weiwen Jiang, Qiuwen Lou, Zheyu Yan, Lei Yang, Jingtong Hu, Xiaobo Sharon Hu, Yiyu Shi
2019 J jnl
Guest Editorial: IEEE Transactions on Computers Special Section on Emerging Non-Volatile Memory Technologies: From Devices to Architectures and Systems.
IEEE Trans. Computers
Yuan-Hao Chang, Jingtong Hu, Mehdi Baradaran Tahoori, Ronald F. DeMara
2019 J jnl
Hardware/Software Co-Exploration of Neural Architectures.
CoRR
Weiwen Jiang, Lei Yang, Edwin Hsing-Mean Sha, Qingfeng Zhuge, Shouzhen Gu, Yiyu Shi, Jingtong Hu
2019 — conf
In-memory AES Implementation for Emerging Non-Volatile Main Memory.
ISVLSI
Mimi Xie, Yawen Wu, Zhenge Jia, Jingtong Hu
2019 J jnl
Modeling and Optimization for Self-powered Non-volatile IoT Edge Devices with Ultra-low Harvesting Power.
ACM Trans. Cyber Phys. Syst.
Chen Pan, Mimi Xie, Song Han, Zhi-Hong Mao, Jingtong Hu
2019 J jnl
On Neural Architecture Search for Resource-Constrained Hardware Platforms.
CoRR
Qing Lu, Weiwen Jiang, Xiaowei Xu, Yiyu Shi, Jingtong Hu
2019 J jnl
On the Design of Time-Constrained and Buffer-Optimal Self-Timed Pipelines.
IEEE Trans. Comput. Aided Des. Integr. Circuits Syst.
Weiwen Jiang, Edwin Hsing-Mean Sha, Qingfeng Zhuge, Lei Yang, Xianzhang Chen, Jingtong Hu
2019 Misc conf
Q-learning based routing for transiently powered wireless sensor network: work-in-progress.
CODES+ISSS
Zhenge Jia, Yawen Wu, Jingtong Hu
2019 J jnl
Real-Time Data Retrieval in Cyber-Physical Systems with Temporal Validity and Data Availability Constraints.
IEEE Trans. Knowl. Data Eng.
Chenchen Fu, Qiangqiang Liu, Peng Wu, Minming Li, Chun Jason Xue, Yingchao Zhao, Jingtong Hu, Song Han
2019 — conf
When Neural Architecture Search Meets Hardware Implementation: from Hardware Awareness to Co-Design.
ISVLSI
Xinyi Zhang, Weiwen Jiang, Yiyu Shi, Jingtong Hu
2019 A conf
XFER: A Novel Design to Achieve Super-Linear Performance on Multiple FPGAs for Real-Time AI.
FPGA
Weiwen Jiang, Xinyi Zhang, Edwin Hsing-Mean Sha, Qingfeng Zhuge, Lei Yang, Yiyu Shi, Jingtong Hu
2018 A conf
AIM: Fast and energy-efficient AES in-memory implementation for emerging non-volatile main memory.
DATE
Mimi Xie, Shuangchen Li, Alvin Oliver Glova, Jingtong Hu, Yuangang Wang, Yuan Xie
2018 J jnl
An Area and Energy Efficient Design of Domain-Wall Memory-Based Deep Convolutional Neural Networks using Stochastic Computing.
CoRR
Xiaolong Ma, Yipeng Zhang, Geng Yuan, Ao Ren, Zhe Li, Jie Han, Jingtong Hu, Yanzhi Wang
2018 — conf
An area and energy efficient design of domain-wall memory-based deep convolutional neural networks using stochastic computing.
ISQED
Xiaolong Ma, Yipeng Zhang, Geng Yuan, Ao Ren, Zhe Li, Jie Han, Jingtong Hu, Yanzhi Wang
2018 J jnl
Avoiding Data Inconsistency in Energy Harvesting Powered Embedded Systems.
ACM Trans. Design Autom. Electr. Syst.
Mimi Xie, Chen Pan, Mengying Zhao, Yongpan Liu, Chun Jason Xue, Jingtong Hu
2018 J jnl
DAC-SDC Low Power Object Detection Challenge for UAV Applications.
CoRR
Xiaowei Xu, Xinyi Zhang, Bei Yu, Xiaobo Sharon Hu, Christopher Rowen, Jingtong Hu, Yiyu Shi
2018 J jnl
ENZYME: An Energy-Efficient Transient Computing Paradigm for Ultralow Self-Powered IoT Edge Devices.
IEEE Trans. Comput. Aided Des. Integr. Circuits Syst.
Chen Pan, Mimi Xie, Jingtong Hu
2018 J jnl
Heterogeneous FPGA-Based Cost-Optimal Design for Timing-Constrained CNNs.
IEEE Trans. Comput. Aided Des. Integr. Circuits Syst.
Weiwen Jiang, Edwin Hsing-Mean Sha, Qingfeng Zhuge, Lei Yang, Xianzhang Chen, Jingtong Hu
2018 — conf
Low Overhead Online Checkpoint for Intermittently Powered Non-volatile FPGAs.
ISVLSI
Xinyi Zhang, Clay Patterson, Yongpan Liu, Chengmo Yang, Chun Jason Xue, Jingtong Hu
2018 J jnl
NVM-Based FPGA Block RAM With Adaptive SLC-MLC Conversion.
IEEE Trans. Comput. Aided Des. Integr. Circuits Syst.
Lei Ju, Xiaojin Sui, Shiqing Li, Mengying Zhao, Chun Jason Xue, Jingtong Hu, Zhiping Jia
2018 J jnl
PATH: Performance-Aware Task Scheduling for Energy-Harvesting Nonvolatile Processors.
IEEE Trans. Very Large Scale Integr. Syst.
Jinyang Li, Yongpan Liu, Hehe Li, Zhe Yuan, Chenchen Fu, Jinshan Yue, Xiaoyu Feng, Chun Jason Xue, Jingtong Hu, Huazhong Yang
2018 C conf
Prototyping Energy Harvesting Powered Systems with Nonvolatile Processor (Invited Paper).
RSP
Yawen Wu, Yinan Sun, Zhenge Jia, Lefan Zhang, Yongpan Liu, Jingtong Hu
2018 J jnl
Securing Emerging Nonvolatile Main Memory With Fast and Energy-Efficient AES In-Memory Implementation.
IEEE Trans. Very Large Scale Integr. Syst.
Mimi Xie, Shuangchen Li, Alvin Oliver Glova, Jingtong Hu, Yuan Xie
2018 J jnl
Write Energy Reduction for PCM via Pumping Efficiency Improvement.
ACM Trans. Storage
Huizhang Luo, Qing Liu, Jingtong Hu, Qiao Li, Liang Shi, Qingfeng Zhuge, Edwin Hsing-Mean Sha
2017 B conf
A lightweight progress maximization scheduler for non-volatile processor under unstable energy harvesting.
LCTES
Chen Pan, Mimi Xie, Yongpan Liu, Yanzhi Wang, Chun Jason Xue, Yuangang Wang, Yiran Chen, Jingtong Hu
2017 A* conf
Age-aware Logic and Memory Co-Placement for RRAM-FPGAs.
DAC
Yuan Xue, Chengmo Yang, Jingtong Hu
2017 — conf
An Efficient Racetrack Memory-Based Processing-in-Memory Architecture for Convolutional Neural Networks.
ISPA/IUCC
Bicheng Liu, Shouzhen Gu, Mingsong Chen, Wang Kang, Jingtong Hu, Qingfeng Zhuge, Edwin Hsing-Mean Sha
2017 A conf
CNN-based pattern recognition on nonvolatile IoT platform for smart ultraviolet monitoring: (Invited paper).
ICCAD
Jinyang Li, Qingwei Guo, Fang Su, Zhe Yuan, Jinshan Yue, Jingtong Hu, Huazhong Yang, Yongpan Liu
2017 J jnl
CP-FPGA: Energy-Efficient Nonvolatile FPGA With Offline/Online Checkpointing Optimization.
IEEE Trans. Very Large Scale Integr. Syst.
Zhe Yuan, Yongpan Liu, Jinyang Li, Jingtong Hu, Chun Jason Xue, Huazhong Yang
2017 C conf
Design Exploration for Multiple Level Cell Based Non-Volatile FPGAs.
ICCD
Ke Liu, Mengying Zhao, Lei Ju, Zhiping Jia, Chun Jason Xue, Jingtong Hu
2017 J jnl
Exploiting Multiple Write Modes of Nonvolatile Main Memory in Embedded Systems.
ACM Trans. Embed. Comput. Syst.
Chen Pan, Mimi Xie, Chengmo Yang, Yiran Chen, Jingtong Hu
2017 J jnl
FlexLevel NAND Flash Storage System Design to Reduce LDPC Latency.
IEEE Trans. Comput. Aided Des. Integr. Circuits Syst.
Jie Guo, Wujie Wen, Jingtong Hu, Danghui Wang, Hai Helen Li, Yiran Chen
2017 B conf
Maximize energy utilization for ultra-low energy harvesting powered embedded systems.
RTCSA
Chen Pan, Mimi Xie, Jingtong Hu
2017 J jnl
Multisource Indoor Energy Harvesting for Nonvolatile Processors.
IEEE Des. Test
Caiwen Ding, Ning Liu, Yanzhi Wang, Ji Li, Soroush Heidari, Jingtong Hu, Yongpan Liu
2017 — conf
Runtime and reconfiguration dual-aware placement for SRAM-NVM hybrid FPGAs.
NVMSA
Qian Lou, Mengying Zhao, Lei Ju, Chun Jason Xue, Jingtong Hu, Zhiping Jia
2017 J jnl
Stack-Size Sensitive On-Chip Memory Backup for Self-Powered Nonvolatile Processors.
IEEE Trans. Comput. Aided Des. Integr. Circuits Syst.
Mengying Zhao, Chenchen Fu, Zewei Li, Qing'an Li, Mimi Xie, Yongpan Liu, Jingtong Hu, Zhiping Jia, Chun Jason Xue
2017 J jnl
State Asymmetry Driven State Remapping in Phase Change Memory.
IEEE Trans. Comput. Aided Des. Integr. Circuits Syst.
Mengying Zhao, Yuan Xue, Jingtong Hu, Chengmo Yang, Tiantian Liu, Zhiping Jia, Chun Jason Xue
2017 J jnl
vFlash: Virtualized Flash for Optimizing the I/O Performance in Mobile Devices.
IEEE Trans. Comput. Aided Des. Integr. Circuits Syst.
Renhai Chen, Yi Wang, Jingtong Hu, Duo Liu, Zili Shao, Yong Guan
2016 J jnl
A Time, Energy, and Area Efficient Domain Wall Memory-Based SPM for Embedded Systems.
IEEE Trans. Comput. Aided Des. Integr. Circuits Syst.
Shouzhen Gu, Edwin Hsing-Mean Sha, Qingfeng Zhuge, Yiran Chen, Jingtong Hu
2016 Misc conf
Checkpoint aware hybrid cache architecture for NV processor in energy harvesting powered systems.
CODES+ISSS
Mimi Xie, Mengying Zhao, Chen Pan, Hehe Li, Yongpan Liu, Youtao Zhang, Chun Jason Xue, Jingtong Hu
2016 J jnl
Data Allocation with Minimum Cost under Guaranteed Probability for Multiple Types of Memories.
J. Signal Process. Syst.
Shouzhen Gu, Qingfeng Zhuge, Juan Yi, Jingtong Hu, Edwin Hsing-Mean Sha
2016 C conf
Dynamic converter reconfiguration for near-threshold non-volatile processors using in-door energy harvesting.
ICCD
Caiwen Ding, Hongjia Li, Jingtong Hu, Yongpan Liu, Yanzhi Wang
2016 J jnl
Image-Content-Aware I/O Optimization for Mobile Virtualization.
ACM Trans. Embed. Comput. Syst.
Renhai Chen, Yi Wang, Jingtong Hu, Duo Liu, Zili Shao, Yong Guan
2016 C conf
Multi-source in-door energy harvesting for non-volatile processors.
ISCAS
Caiwen Ding, Soroush Heidari, Yanzhi Wang, Yongpan Liu, Jingtong Hu
2016 — conf
Neural Network-based Prediction Algorithms for In-Door Multi-Source Energy Harvesting System for Non-Volatile Processors.
ACM Great Lakes Symposium on VLSI
Ning Liu, Caiwen Ding, Yanzhi Wang, Jingtong Hu
2016 — conf
Peak-to-average pumping efficiency improvement for charge pump in Phase Change Memories.
ASP-DAC
Huizhang Luo, Jingtong Hu, Liang Shi, Chun Jason Xue, Qingfeng Zhuge
2016 A* conf
Performance-aware task scheduling for energy harvesting nonvolatile processors considering power switching overhead.
DAC
Hehe Li, Yongpan Liu, Chenchen Fu, Chun Jason Xue, Donglai Xiang, Jinshan Yue, Jinyang Li, Daming Zhang, Jingtong Hu, Huazhong Yang
2016 C conf
Redesigning software and systems for non-volatile processors on self-powered devices.
VLSI-SoC
Mengying Zhao, Keni Qiu, Yuan Xie, Jingtong Hu, Chun Jason Xue
2016 — conf
Routing path reuse maximization for efficient NV-FPGA reconfiguration.
ASP-DAC
Yuan Xue, Patrick Cronin, Chengmo Yang, Jingtong Hu
2016 A* conf
TEMP: thread batch enabled memory partitioning for GPU.
DAC
Mengjie Mao, Wujie Wen, Xiaoxiao Liu, Jingtong Hu, Danghui Wang, Yiran Chen, Hai Li
2016 A* conf
Two-step state transition minimization for lifetime and performance improvement on MLC STT-RAM.
DAC
Huizhang Luo, Jingtong Hu, Liang Shi, Chun Jason Xue, Qingfeng Zhuge
2016 J jnl
Wear-Leveling Aware Page Management for Non-Volatile Main Memory on Embedded Systems.
IEEE Trans. Multi Scale Comput. Syst.
Chen Pan, Shouzhen Gu, Mimi Xie, Yongpan Liu, Chun Jason Xue, Jingtong Hu
2016 J jnl
Write Mode Aware Loop Tiling for High Performance Low Power Volatile PCM in Embedded Systems.
IEEE Trans. Computers
Keni Qiu, Qing'an Li, Jingtong Hu, Weigong Zhang, Chun Jason Xue
2015 A* conf
Area and performance co-optimization for domain wall memory in application-specific embedded systems.
DAC
Shouzhen Gu, Edwin Hsing-Mean Sha, Qingfeng Zhuge, Yiran Chen, Jingtong Hu
2015 — conf
Checkpoint-aware instruction scheduling for nonvolatile processor with multiple functional units.
ASP-DAC
Mimi Xie, Chen Pan, Jingtong Hu, Chengmo Yang, Yiran Chen
2015 A* conf
Compiler directed automatic stack trimming for efficient non-volatile processors.
DAC
Qing'an Li, Mengying Zhao, Jingtong Hu, Yongpan Liu, Yanxiang He, Chun Jason Xue
2015 B conf
Fine-tuning CLB placement to speed up reconfigurations in NVM-based FPGAs.
FPL
Yuan Xue, Patrick Cronin, Chengmo Yang, Jingtong Hu
2015 A* conf
Fixing the broken time machine: consistency-aware checkpointing for energy harvesting powered non-volatile processor.
DAC
Mimi Xie, Mengying Zhao, Chen Pan, Jingtong Hu, Yongpan Liu, Chun Jason Xue
2015 A* conf
FlexLevel: a novel NAND flash storage system design for LDPC latency reduction.
DAC
Jie Guo, Wujie Wen, Jingtong Hu, Danghui Wang, Hai Li, Yiran Chen
2015 — conf
Improving performance and lifetime of DRAM-PCM hybrid main memory through a proactive page allocation strategy.
ASP-DAC
Hoda Aghaei Khouzani, Chengmo Yang, Jingtong Hu
2015 J jnl
Low Overhead Software Wear Leveling for Hybrid PCM + DRAM Main Memory on Embedded Systems.
IEEE Trans. Very Large Scale Integr. Syst.
Jingtong Hu, Mimi Xie, Chen Pan, Chun Jason Xue, Qingfeng Zhuge, Edwin Hsing-Mean Sha
2015 — conf
Multi-source energy harvesting management and optimization for non-volatile processors.
IGSC
Soroush Heidari, Caiwen Ding, Yongpan Liu, Yanzhi Wang, Jingtong Hu
2015 C conf
Non-volatile memories in FPGAs: Exploiting logic similarity to accelerate reconfiguration and increase programming cycles.
VLSI-SoC
Yuan Xue, Patrick Cronin, Chengmo Yang, Jingtong Hu
2015 Misc conf
Nonvolatile main memory aware garbage collection in high-level language virtual machine.
EMSOFT
Chen Pan, Mimi Xie, Chengmo Yang, Zili Shao, Jingtong Hu
2015 J jnl
Optimizing Task and Data Assignment on Multi-Core Systems with Multi-Port SPMs.
IEEE Trans. Parallel Distributed Syst.
Shouzhen Gu, Qingfeng Zhuge, Juan Yi, Jingtong Hu, Edwin Hsing-Mean Sha
2015 J jnl
Reliability-Guaranteed Task Assignment and Scheduling for Heterogeneous Multiprocessors Considering Timing Constraint.
J. Signal Process. Syst.
Juan Yi, Qingfeng Zhuge, Jingtong Hu, Shouzhen Gu, Mingwen Qin, Edwin Hsing-Mean Sha
2015 A conf
Software assisted non-volatile register reduction for energy harvesting based cyber-physical system.
DATE
Mengying Zhao, Qing'an Li, Mimi Xie, Yongpan Liu, Jingtong Hu, Chun Jason Xue
2015 — conf
Unified non-volatile memory and NAND flash memory architecture in smartphones.
ASP-DAC
Renhai Chen, Yi Wang, Jingtong Hu, Duo Liu, Zili Shao, Yong Guan
2015 A* conf
VWS: a versatile warp scheduler for exploring diverse cache localities of GPGPU applications.
DAC
Mengjie Mao, Jingtong Hu, Yiran Chen, Hai Li
2015 — conf
Virtual Machine Image Content Aware I/O Optimization for Mobile Virtualization.
HPCC/CSS/ICESS
Renhai Chen, Yi Wang, Jingtong Hu, Duo Liu, Zili Shao, Yong Guan
2014 Misc conf
3M-PCM: Exploiting multiple write modes MLC phase change main memory in embedded systems.
CODES+ISSS
Chen Pan, Mimi Xie, Jingtong Hu, Yiran Chen, Chengmo Yang
2014 J jnl
A genetic algorithm for task scheduling on heterogeneous computing systems using multiple priority queues.
Inf. Sci.
Yuming Xu, Kenli Li, Jingtong Hu, Keqin Li
2014 J jnl
A space allocation and reuse strategy for PCM-based embedded systems.
J. Syst. Archit.
Linbo Long, Duo Liu, Jingtong Hu, Shouzhen Gu, Qingfeng Zhuge, Edwin Hsing-Mean Sha
2014 J jnl
Efficient grouping-based mapping and scheduling on heterogeneous cluster architectures.
Comput. Electr. Eng.
Qunyan Sun, Qingfeng Zhuge, Jingtong Hu, Juan Yi, Edwin Hsing-Mean Sha
2014 J jnl
Management and optimization for nonvolatile memory-based hybrid scratchpad memory on multicore embedded processors.
ACM Trans. Embed. Comput. Syst.
Jingtong Hu, Qingfeng Zhuge, Chun Jason Xue, Wei-Che Tseng, Edwin Hsing-Mean Sha
2014 J jnl
Minimizing System Cost with Efficient Task Assignment on Heterogeneous Multicore Processors Considering Time Constraint.
IEEE Trans. Parallel Distributed Syst.
Jing Liu, Qingfeng Zhuge, Shouzhen Gu, Jingtong Hu, Guangyu Zhu, Edwin Hsing-Mean Sha
2014 B conf
Minimum-cost data allocation with guaranteed probability on multiple types of memory.
RTCSA
Shouzhen Gu, Qingfeng Zhuge, Jingtong Hu, Juan Yi, Edwin Hsing-Mean Sha
2014 B conf
Non-volatile registers aware instruction selection for embedded systems.
RTCSA
Mimi Xie, Chen Pan, Jingtong Hu, Chun Jason Xue, Qingfeng Zhuge
2014 — conf
Online Data Allocation for Hybrid Memories on Embedded Tele-health Systems.
HPCC/CSS/ICESS
Meikang Qiu, Longbin Chen, Yongxin Zhu, Jingtong Hu, Xiao Qin
2014 J jnl
Scheduling to Optimize Cache Utilization for Non-Volatile Main Memories.
IEEE Trans. Computers
Jingtong Hu, Qingfeng Zhuge, Chun Jason Xue, Wei-Che Tseng, Shouzhen Gu, Edwin Hsing-Mean Sha
2014 Misc conf
Stream Bench: Towards Benchmarking Modern Distributed Stream Computing Frameworks.
UCC
Ruirui Lu, Gang Wu, Bin Xie, Jingtong Hu
2014 — conf
Virtual-machine metadata optimization for I/O traffic reduction in mobile virtualization.
NVMSA
Renhai Chen, Yi Wang, Jingtong Hu, Duo Liu, Zili Shao, Yong Guan
2014 B conf
Wear-leveling for PCM main memory on embedded system via page management and process scheduling.
RTCSA
Chen Pan, Mimi Xie, Jingtong Hu, Meikang Qiu, Qingfeng Zhuge
2013 B conf
A space-based wear leveling for PCM-based embedded systems.
RTCSA
Linbo Long, Duo Liu, Jingtong Hu, Shouzhen Gu, Qingfeng Zhuge, Edwin Hsing-Mean Sha
2013 J jnl
Algorithms to Minimize Data Transfer for Code Update on Wireless Sensor Network.
J. Signal Process. Syst.
Jingtong Hu, Chun Jason Xue, Meikang Qiu, Wei-Che Tseng, Edwin Hsing-Mean Sha
2013 J jnl
Data Allocation Optimization for Hybrid Scratch Pad Memory With SRAM and Nonvolatile Memory.
IEEE Trans. Very Large Scale Integr. Syst.
Jingtong Hu, Chun Jason Xue, Qingfeng Zhuge, Wei-Che Tseng, Edwin Hsing-Mean Sha
2013 J jnl
Data Placement and Duplication for Embedded Multicore Systems With Scratch Pad Memory.
IEEE Trans. Comput. Aided Des. Integr. Circuits Syst.
Yibo Guo, Qingfeng Zhuge, Jingtong Hu, Juan Yi, Meikang Qiu, Edwin Hsing-Mean Sha
2013 J jnl
Efficient Loop Scheduling for Chip Multiprocessors with Non-Volatile Main Memory.
J. Signal Process. Syst.
Jiayi Du, Yan Wang, Qingfeng Zhuge, Jingtong Hu, Edwin Hsing-Mean Sha
2013 Misc conf
Efficient task assignment and scheduling for MPSoC DSPS with VS-SPM considering concurrent accesses through data allocation.
ICASSP
Shouzhen Gu, Qingfeng Zhuge, Jingtong Hu, Juan Yi, Edwin Hsing-Mean Sha
2013 J jnl
Energy-aware preemptive scheduling algorithm for sporadic tasks on DVS platform.
Microprocess. Microsystems
Jing Mei, Kenli Li, Jingtong Hu, Shu Yin, Edwin Hsing-Mean Sha
2013 J jnl
Minimizing accumulative memory load cost on multi-core DSPs with multi-level memory.
J. Syst. Archit.
Jingtong Hu, Yi He, Qingfeng Zhuge, Edwin Hsing-Mean Sha, Chun Jason Xue, Yingchao Zhao
2013 — conf
Optimal data allocation algorithm for loop-centric applications on scratch-PAD memories.
SiPS
Yibo Guo, Qingfeng Zhuge, Jun Zhang, Jingtong Hu, Edwin Hsing-Mean Sha
2013 B conf
Optimizing task assignment for heterogeneous multiprocessor system with guaranteed reliability and timing constraint.
RTCSA
Juan Yi, Qingfeng Zhuge, Jingtong Hu, Shouzhen Gu, Mingwen Qin, Edwin Hsing-Mean Sha
2013 A conf
Software enabled wear-leveling for hybrid PCM main memory on embedded systems.
DATE
Jingtong Hu, Qingfeng Zhuge, Chun Jason Xue, Wei-Che Tseng, Edwin Hsing-Mean Sha
2013 J jnl
Write activity reduction on non-volatile main memories for embedded chip multiprocessors.
ACM Trans. Embed. Comput. Syst.
Jingtong Hu, Chun Jason Xue, Qingfeng Zhuge, Wei-Che Tseng, Edwin Hsing-Mean Sha
2012 B conf
CAR: Securing PCM Main Memory System with Cache Address Remapping.
ICPADS
Gang Wu, Huxing Zhang, Yaozu Dong, Jingtong Hu
2012 — conf
Efficient Task Assignment on Heterogeneous Multicore Systems Considering Communication Overhead.
ICA3PP (1)
Li Wang, Jing Liu, Jingtong Hu, Qingfeng Zhuge, Duo Liu, Edwin Hsing-Mean Sha
2012 Misc conf
Loop scheduling optimization for chip-multiprocessors with non-volatile main memory.
ICASSP
Yan Wang, Jiayi Du, Jingtong Hu, Qingfeng Zhuge, Edwin Hsing-Mean Sha
2012 — conf
MGC: Multiple graph-coloring for non-volatile memory based hybrid Scratchpad Memory.
Interaction between Compilers and Computer Architectures
Qing'an Li, Yingchao Zhao, Jingtong Hu, Chun Jason Xue, Edwin Hsing-Mean Sha, Yanxiang He
2012 J jnl
Memory access schedule minimization for embedded systems.
J. Syst. Archit.
Jingtong Hu, Chun Jason Xue, Wei-Che Tseng, Qingfeng Zhuge, Yingchao Zhao, Edwin Hsing-Mean Sha
2012 J jnl
Minimizing Access Cost for Multiple Types of Memory Units in Embedded Systems Through Data Allocation and Scheduling.
IEEE Trans. Signal Process.
Qingfeng Zhuge, Yibo Guo, Jingtong Hu, Wei-Che Tseng, Chun Jason Xue, Edwin Hsing-Mean Sha
2012 — conf
Optimal Assignment for Tree-Structure Task Graph on Heterogeneous Multicore Systems Considering Time Constraint.
MCSoC
Li Wang, Jing Liu, Jingtong Hu, Qingfeng Zhuge, Edwin Hsing-Mean Sha
2012 — conf
Optimizing Data Allocation and Memory Configuration for Non-Volatile Memory Based Hybrid SPM on Embedded CMPs.
IPDPS Workshops
Jingtong Hu, Qingfeng Zhuge, Chun Jason Xue, Wei-Che Tseng, Edwin Hsing-Mean Sha
2012 — conf
PRR: A low-overhead cache replacement algorithm for embedded processors.
ASP-DAC
Wei-Che Tseng, Chun Jason Xue, Qingfeng Zhuge, Jingtong Hu, Edwin Hsing-Mean Sha
2012 J jnl
Randomized execution algorithms for smart cards to resist power analysis attacks.
J. Syst. Archit.
Daigu Zhang, Xiaofeng Liao, Meikang Qiu, Jingtong Hu, Edwin Hsing-Mean Sha
2011 B conf
Optimal Data Allocation for Scratch-Pad Memory on Embedded Multi-core Systems.
ICPP
Yibo Guo, Qingfeng Zhuge, Jingtong Hu, Meikang Qiu, Edwin Hsing-Mean Sha
2011 B conf
Optimal Data Placement for Memory Architectures with Scratch-Pad Memories.
TrustCom
Yibo Guo, Qingfeng Zhuge, Jingtong Hu, Edwin Hsing-Mean Sha
2011 A conf
Towards energy efficient hybrid on-chip Scratch Pad Memory with non-volatile memory.
DATE
Jingtong Hu, Chun Jason Xue, Qingfeng Zhuge, Wei-Che Tseng, Edwin Hsing-Mean Sha
2011 J jnl
Write Activity Minimization for Nonvolatile Main Memory Via Scheduling and Recomputation.
IEEE Trans. Comput. Aided Des. Integr. Circuits Syst.
Jingtong Hu, Wei-Che Tseng, Chun Jason Xue, Qingfeng Zhuge, Yingchao Zhao, Edwin Hsing-Mean Sha
2010 J jnl
Algorithms for Optimally Arranging Multicore Memory Structures.
EURASIP J. Embed. Syst.
Wei-Che Tseng, Jingtong Hu, Qingfeng Zhuge, Yi He, Edwin Hsing-Mean Sha
2010 C conf
Impacts of Inaccurate Information on Resource Allocation for Multi-Core Embedded Systems.
CIT
Jiayin Li, Meikang Qiu, Jianwei Niu, Meiqin Liu, Bin Wang, Jingtong Hu
2010 J jnl
Iterational retiming with partitioning: Loop scheduling with complete memory latency hiding.
ACM Trans. Embed. Comput. Syst.
Chun Jason Xue, Jingtong Hu, Zili Shao, Edwin Hsing-Mean Sha
2010 — conf
Minimizing write activities to non-volatile memory via scheduling and recomputation.
SASP
Jingtong Hu, Chun Jason Xue, Wei-Che Tseng, Qingfeng Zhuge, Edwin Hsing-Mean Sha
2010 C conf
Optimal scheduling to minimize non-volatile memory access time with hardware cache.
VLSI-SoC
Wei-Che Tseng, Chun Jason Xue, Qingfeng Zhuge, Jingtong Hu, Edwin Hsing-Mean Sha
2010 A* conf
Reducing write activities on non-volatile memories in embedded CMPs via data migration and recomputation.
DAC
Jingtong Hu, Chun Jason Xue, Wei-Che Tseng, Yi He, Meikang Qiu, Edwin Hsing-Mean Sha
2010 — conf
Write activity reduction on flash main memory via smart victim cache.
ACM Great Lakes Symposium on VLSI
Liang Shi, Chun Jason Xue, Jingtong Hu, Wei-Che Tseng, Xuehai Zhou, Edwin Hsing-Mean Sha
2009 B conf
Energy Minimization and Latency Hiding for Heterogeneous Parallel Memory.
ICPADS
Meikang Qiu, Gang Wu, Jingtong Hu, Wei-Che Tseng, Edwin Hsing-Mean Sha
2009 B conf
Minimizing Memory Access Schedule for Memories.
ICPADS
Jingtong Hu, Chun Jason Xue, Wei-Che Tseng, Meikang Qiu, Yingchao Zhao, Edwin Hsing-Mean Sha
2009 J jnl
Optimizing scheduling and intercluster connection for application-specific DSP processors.
IEEE Trans. Signal Process.
Cathy Qun Xu, Chun Jason Xue, Jingtong Hu, Edwin Hsing-Mean Sha
2009 B conf
Reprogramming with Minimal Transferred Data on Wireless Sensor Network.
MASS
Jingtong Hu, Chun Xue, Yi He, Edwin Hsing-Mean Sha
2008 Misc conf
Address assignment sensitive variable partitioning and scheduling for DSPS with multiple memory banks.
ICASSP
Chun Jason Xue, Tiantian Liu, Zili Shao, Jingtong Hu, Zhiping Jia, Weijia Jia, Edwin Hsing-Mean Sha
2008 — conf
Dynamic and Leakage Power Minimization with Loop Voltage Scheduling and Assignment.
EUC (1)
Meikang Qiu, Jiande Wu, Jingtong Hu, Yi He, Edwin Hsing-Mean Sha
2008 B conf
Loop scheduling and assignment to minimize energy while hiding latency for heterogeneous multi-bank memory.
FPL
Meikang Qiu, Jiande Wu, Chun Jason Xue, Jingtong Hu, Wei-Che Tseng, Edwin Hsing-Mean Sha
2008 — conf
Minimizing Transferred Data for Code Update on Wireless Sensor Network.
WASA
Jingtong Hu, Chun Jason Xue, Meikang Qiu, Wei-Che Tseng, Cathy Qun Xu, Lei Zhang, Edwin Hsing-Mean Sha
2008 — conf
QoS for Networked Heterogeneous Real-Time Embedded Systems.
PDCCS
Meikang Qiu, Jiande Wu, Chun Jason Xue, Jingtong Hu, Wei-Che Tseng, Edwin Hsing-Mean Sha
2008 J jnl
Timing optimization via nest-loop pipelining considering code size.
Microprocess. Microsystems
Qingfeng Zhuge, Chun Jason Xue, Meikang Qiu, Jingtong Hu, Edwin Hsing-Mean Sha