Lei Jiang

Publication Activity (10 Years)

Years Active: 2008-2024
Publications (10 Years): 72

Top Topics

Homomorphic Encryption

Memory Subsystem

Top Venues

Publications

Ahmad Faiz, Shahzeen Attari, Gayle Buck, Fan Chen, Lei Jiang
IoTCO2: Assessing the End-To-End Carbon Footprint of Internet-of-Things-Enabled Deep Learning. CoRR (2024)
Ahmad Faiz, Sotaro Kaneda, Ruhan Wang, Rita Chukwunyere Osi, Prateek Sharma, Fan Chen, Lei Jiang
LLMCarbon: Modeling the End-to-End Carbon Footprint of Large Language Models. ICLR (2024)
Cheng Chu, Zhenxiao Fu, Yilun Xu, Gang Huang, Hausi A. Müller, Fan Chen, Lei Jiang
TITAN: A Distributed Large-Scale Trapped-Ion NISQ Computer. CoRR (2024)
Mengxin Zheng, Qian Lou, Lei Jiang
TrojViT: Trojan Insertion in Vision Transformers. CVPR (2023)
Cheng Chu, Fan Chen, Philip Richerme, Lei Jiang
QDoor: Exploiting Approximate Synthesis for Backdoor Attacks in Quantum Neural Networks. CoRR (2023)
Mengxin Zheng, Jiaqi Xue, Yi Sheng, Lei Yang, Qian Lou, Lei Jiang
TrojFair: Trojan Fairness Attacks. CoRR (2023)
Mengxin Zheng, Jiaqi Xue, Xun Chen, Yanshan Wang, Qian Lou, Lei Jiang
TrojFSP: Trojan Insertion in Few-shot Prompt Tuning. CoRR (2023)
Cheng Chu, Lei Jiang, Fan Chen
CryptoQFL: Quantum Federated Learning on Encrypted Data. CoRR (2023)
Mengxin Zheng, Qian Lou, Lei Jiang
Primer: Fast Private Transformer Inference on Encrypted Data. DAC (2023)
Farzaneh Zokaee, Fan Chen, Guangyu Sun, Lei Jiang
Sky-Sorter: A Processing-in-Memory Architecture for Large-Scale Sorting. IEEE Trans. Computers 72 (2) (2023)
Mengxin Zheng, Fan Chen, Lei Jiang, Qian Lou
PriML: An Electro-Optical Accelerator for Private Machine Learning on Encrypted Data. ISQED (2023)
Cheng Chu, Fan Chen, Philip Richerme, Lei Jiang
QDoor: Exploiting Approximate Synthesis for Backdoor Attacks in Quantum Neural Networks. QCE (2023)
Zheng Chen, Deepak Duggirala, David Crandall, Lei Jiang, Lantao Liu
SePaint: Semantic Map Inpainting via Multinomial Diffusion. CoRR (2023)
Lei Jiang, Qian Lou, Nrushad Joshi
MATCHA: a fast and energy-efficient accelerator for fully homomorphic encryption over the torus. DAC (2022)
Mengxin Zheng, Qian Lou, Lei Jiang
TrojViT: Trojan Insertion in Vision Transformers. CoRR (2022)
Lei Jiang, Qian Lou, Nrushad Joshi
MATCHA: A Fast and Energy-Efficient Accelerator for Fully Homomorphic Encryption over the Torus. CoRR (2022)
Cheng Chu, Nai-Hui Chia, Lei Jiang, Fan Chen
QMLP: An Error-Tolerant Nonlinear Quantum MLP Architecture using Parameterized Two-Qubit Gates. ISLPED (2022)
Cheng Chu, Nai-Hui Chia, Lei Jiang, Fan Chen
QMLP: An Error-Tolerant Nonlinear Quantum MLP Architecture using Parameterized Two-Qubit Gates. CoRR (2022)
Arash Asadian, Evan Weidner, Lei Jiang
Self-Supervised Pretraining for Differentially Private Learning. CoRR (2022)
Lei Jiang, Farzaneh Zokaee
EXMA: A Genomics Accelerator for Exact-Matching. CoRR (2021)
Qian Lou, Lei Jiang
HEMET: A Homomorphic-Encryption-Friendly Privacy-Preserving Mobile Neural Network Architecture. ICML (2021)
Qian Lou, Yilin Shen, Hongxia Jin, Lei Jiang
SAFENet: A Secure, Accurate and Fast Neural Network Inference. ICLR (2021)
Farzaneh Zokaee, Lei Jiang
SMART: A Heterogeneous Scratchpad Memory Architecture for Superconductor SFQ-based Systolic CNN Accelerators. MICRO (2021)
Lei Jiang, Farzaneh Zokaee
EXMA: A Genomics Accelerator for Exact-Matching. HPCA (2021)
Farzaneh Zokaee, Lei Jiang
SMART: A Heterogeneous Scratchpad Memory Architecture for Superconductor SFQ-based Systolic CNN Accelerators. CoRR (2021)
Bo Feng, Qian Lou, Lei Jiang, Geoffrey C. Fox
CRYPTOGRU: Low Latency Privacy-Preserving Text Analysis With GRU. EMNLP (1) (2021)
Qian Lou, Lei Jiang
HEMET: A Homomorphic-Encryption-Friendly Privacy-Preserving Mobile Neural Network Architecture. CoRR (2021)
Farzaneh Zokaee, Lei Jiang
Mitigating Voltage Drop in Resistive Memories by Dynamic RESET Voltage Regulation and Partition RESET. HPCA (2020)
Qian Lou, Sarath Chandra Janga, Lei Jiang
Helix: Algorithm/Architecture Co-design for Accelerating Nanopore Genome Base-calling. CoRR (2020)
Qian Lou, Bian Song, Lei Jiang
AutoPrivacy: Automated Layer-wise Parameter Selection for Secure Neural Network Inference. NeurIPS (2020)
Bo Feng, Qian Lou, Lei Jiang, Geoffrey C. Fox
CryptoGRU: Low Latency Privacy-Preserving Text Analysis With GRU. CoRR (2020)
Qian Lou, Wen-jie Lu, Cheng Hong, Lei Jiang
Falcon: Fast Spectral Inference on Encrypted Data. NeurIPS (2020)
Qian Lou, Feng Guo, Minje Kim, Lantao Liu, Lei Jiang
AutoQ: Automated Kernel-Wise Neural Network Quantization. ICLR (2020)
Qian Lou, Bian Song, Lei Jiang
AutoPrivacy: Automated Layer-wise Parameter Selection for Secure Neural Network Inference. CoRR (2020)
Qian Lou, Bo Feng, Geoffrey Charles Fox, Lei Jiang
Glyph: Fast and Accurately Training Deep Neural Networks on Encrypted Data. NeurIPS (2020)
Farzaneh Zokaee, Qian Lou, Nathan Youngblood, Weichen Liu, Yiyuan Xie, Lei Jiang
LightBulb: A Photonic-Nonvolatile-Memory-based Accelerator for Binarized Convolutional Neural Networks. DATE (2020)
Qian Lou, Sarath Chandra Janga, Lei Jiang
Helix: Algorithm/Architecture Co-design for Accelerating Nanopore Genome Base-calling. PACT (2020)
Qian Lou, Wenyang Liu, Weichen Liu, Feng Guo, Lei Jiang
MindReading: An Ultra-Low-Power Photonic Accelerator for EEG-based Human Intention Recognition. ASP-DAC (2020)
Qian Lou, Lei Jiang
SHE: A Fast and Accurate Deep Neural Network for Encrypted Data. NeurIPS (2019)
Qian Lou, Lantao Liu, Minje Kim, Lei Jiang
AutoQB: AutoML for Network Quantization and Binarization on Mobile Devices. CoRR (2019)
Qian Lou, Lei Jiang
SHE: A Fast and Accurate Privacy-Preserving Deep Neural Network Via Leveled TFHE and Logarithmic Data Representation. CoRR (2019)
Weichen Liu, Wenyang Liu, Yichen Ye, Qian Lou, Yiyuan Xie, Lei Jiang
HolyLight: A Nanophotonic Accelerator for Deep Learning in Data Centers. DATE (2019)
Mingzhe Zhang, Lunkai Zhang, Lei Jiang, Frederic T. Chong, Zhiyong Liu
Quick-and-Dirty: An Architecture for High-Performance Temporary Short Writes in MLC PCM. IEEE Trans. Computers 68 (9) (2019)
Farzaneh Zokaee, Mingzhe Zhang, Lei Jiang
FindeR: Accelerating FM-Index-Based Exact Pattern Matching in Genomic Sequences through ReRAM Technology. PACT (2019)
Tao Liu, Wujie Wen, Lei Jiang, Yanzhi Wang, Chengmo Yang, Gang Quan
A Fault-Tolerant Neural Network Architecture. DAC (2019)
Farzaneh Zokaee, Mingzhe Zhang, Xiaochun Ye, Dongrui Fan, Lei Jiang
Magma: A Monolithic 3D Vertical Heterogeneous ReRAM-based Main Memory Architecture. DAC (2019)
Qian Lou, Bo Feng, Geoffrey C. Fox, Lei Jiang
Glyph: Fast and Accurately Training Deep Neural Networks on Encrypted Data. CoRR (2019)
Langshi Chen, Jiayu Li, Ariful Azad, Lei Jiang, Madhav Marathe, Anil Vullikanti, Andrey Nikolaev, Egor Smirnov, Ruslan Israfilov, Judy Qiu
A GraphBLAS Approach for Subgraph Counting. CoRR (2019)
Weichen Liu, Mengquan Li, Wanli Chang, Chunhua Xiao, Yiyuan Xie, Nan Guan, Lei Jiang
Thermal Sensing Using Micro-ring Resonators in Optical Network-on-Chip. DATE (2019)
Lei Jiang, Langshi Chen, Judy Qiu
Performance Characterization of Multi-threaded Graph Processing Applications on Many-Integrated-Core Architecture. ISPASS (2018)
Quan Deng, Lei Jiang, Youtao Zhang, Minxuan Zhang, Jun Yang
DrAcc: a DRAM based accelerator for accurate CNN inference. DAC (2018)
Tao Liu, Lei Jiang, Yier Jin, Gang Quan, Wujie Wen
PT-spike: A precise-time-dependent single spike neuromorphic architecture with efficient supervised learning. ASP-DAC (2018)
Farzaneh Zokaee, Hamid R. Zarandi, Lei Jiang
AligneR: A Process-in-Memory Architecture for Short Read Alignment in ReRAMs. IEEE Comput. Archit. Lett. 17 (2) (2018)
Qian Lou, Lei Jiang
BRAWL: A Spintronics-Based Portable Basecalling-in-Memory Architecture for Nanopore Genome Sequencing. IEEE Comput. Archit. Lett. 17 (2) (2018)
Adam Duncan, Lei Jiang, Martin Swany
Repurposing SoC analog circuitry for additional COTS hardware security. HOST (2018)
Qian Lou, Wujie Wen, Lei Jiang
3DICT: a reliable and QoS capable mobile process-in-memory architecture for lookup-based CNNs in 3D XPoint ReRAMs. ICCAD (2018)
Langshi Chen, Bo Peng, Sabra Ossen, Anil Vullikanti, Madhav Marathe, Lei Jiang, Judy Qiu
High-Performance Massive Subgraph Counting using Pipelined Adaptive-Group Communication. CoRR (2018)
Tao Liu, Lei Jiang, Yier Jin, Gang Quan, Wujie Wen
PT-Spike: A Precise-Time-Dependent Single Spike Neuromorphic Architecture with Efficient Supervised Learning. CoRR (2018)
Zihao Liu, Tao Liu, Wujie Wen, Lei Jiang, Jie Xu, Yanzhi Wang, Gang Quan
DeepN-JPEG: A Deep Neural Network Favorable JPEG-based Image Compression Framework. CoRR (2018)
Zihao Liu, Tao Liu, Wujie Wen, Lei Jiang, Jie Xu, Yanzhi Wang, Gang Quan
DeepN-JPEG: a deep neural network favorable JPEG-based image compression framework. DAC (2018)
Hao Yan, Lei Jiang, Lide Duan, Wei-Ming Lin, Eugene John
FlowPaP and FlowReR: Improving Energy Efficiency and Performance for STT-MRAM-Based Handheld Devices under Read Disturbance. ACM Trans. Embed. Comput. Syst. 16 (5s) (2017)
Zihao Liu, Wujie Wen, Lei Jiang, Yier Jin, Gang Quan
A statistical STT-RAM retention model for fast memory subsystem designs. ASP-DAC (2017)
Lei Zhao, Lei Jiang, Youtao Zhang, Nong Xiao, Jun Yang
Constructing fast and energy efficient 1TnR based ReRAM crossbar memory. ISQED (2017)
Langshi Chen, Bo Peng, Sabra Ossen, Anil Vullikanti, Madhav Marathe, Lei Jiang, Judy Qiu
High-Performance Massive Subgraph Counting Using Pipelined Adaptive-Group Communication. TopHPC (2017)
Lei Jiang, Sparsh Mittal, Wujie Wen
Building a Fast and Power Efficient Inductive Charge Pump System for 3D Stacked Phase Change Memories. ACM Great Lakes Symposium on VLSI (2017)
Mingzhe Zhang, Lunkai Zhang, Lei Jiang, Zhiyong Liu, Frederic T. Chong
Balancing Performance and Lifetime of MLC PCM by Using a Region Retention Monitor. HPCA (2017)
Lei Jiang, Minje Kim, Wujie Wen, Danghui Wang
XNOR-POP: A processing-in-memory architecture for binary Convolutional Neural Networks in Wide-IO2 DRAMs. ISLPED (2017)
Mingzhe Zhang, Lunkai Zhang, Lei Jiang, Frederic T. Chong, Zhiyong Liu
Quick-and-Dirty: Improving Performance of MLC PCM by Using Temporary Short Writes. ICCD (2017)
Lei Jiang, Langshi Chen, Judy Qiu
Performance Characterization of Multi-threaded Graph Processing Applications on Intel Many-Integrated-Core Architecture. CoRR (2017)
Sparsh Mittal, Jeffrey S. Vetter, Lei Jiang
Addressing Read-Disturbance Issue in STT-RAM by Data Compression and Selective Duplication. IEEE Comput. Archit. Lett. 16 (2) (2017)
Langshi Chen, Bo Peng, Bingjing Zhang, Tony Liu, Yiming Zou, Lei Jiang, Robert Henschel, Craig A. Stewart, Zhang Zhang, Emily McCallum, Zahniser Tom, Jon Omer, Judy Qiu
Benchmarking Harp-DAAL: High Performance Hadoop on KNL Clusters. CLOUD (2017)
Lei Jiang, Wujie Wen, Danghui Wang, Lide Duan
Improving read performance of STT-MRAM based main memories through Smash Read and Flexible Read. ASP-DAC (2016)
Rujia Wang, Lei Jiang, Youtao Zhang, Jun Yang
SD-PCM: Constructing Reliable Super Dense Phase Change Memory under Write Disturbance. ASPLOS (2015)
Mengying Zhao, Lei Jiang, Liang Shi, Youtao Zhang, Chun Jason Xue
Wear Relief for High-Density Phase Change Memory Through Cell Morphing Considering Process Variation. IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. 34 (2) (2015)
Lei Jiang, Bo Zhao, Jun Yang, Youtao Zhang
Constructing Large and Fast On-Chip Cache for Mobile Processors with Multilevel Cell STT-MRAM Technology. ACM Trans. Design Autom. Electr. Syst. 20 (4) (2015)
Rujia Wang, Lei Jiang, Youtao Zhang, Linzhang Wang, Jun Yang
Selective restore: an energy efficient read disturbance mitigation scheme for future STT-MRAM. DAC (2015)
Rujia Wang, Lei Jiang, Youtao Zhang, Linzhang Wang, Jun Yang
Exploit imbalanced cell writes to mitigate write disturbance in dense phase change memory. DAC (2015)
Mengying Zhao, Lei Jiang, Youtao Zhang, Chun Jason Xue
SLC-enabled Wear Leveling for MLC PCM Considering Process Variation. DAC (2014)
Lei Jiang, Youtao Zhang, Jun Yang
Mitigating Write Disturbance in Super-Dense Phase Change Memories. DSN (2014)
Lei Jiang, Bo Zhao, Jun Yang, Youtao Zhang
A low power and reliable charge pump design for Phase Change Memories. ISCA (2014)
Qing'an Li, Lei Jiang, Youtao Zhang, Yanxiang He, Chun Jason Xue
Compiler directed write-mode selection for high performance low power volatile PCM. LCTES (2013)
Lei Jiang, Yu Du, Bo Zhao, Youtao Zhang, Bruce R. Childers, Jun Yang
Hardware-Assisted Cooperative Integration of Wear-Leveling and Salvaging for Phase Change Memory. ACM Trans. Archit. Code Optim. 10 (2) (2013)
Lei Jiang, Youtao Zhang, Jun Yang
ER: elastic RESET for low power and long endurance MLC based phase change memory. ISLPED (2012)
Lei Jiang, Youtao Zhang, Bruce R. Childers, Jun Yang
FPB: Fine-grained Power Budgeting to Improve Write Throughput of Multi-level Cell Phase Change Memory. MICRO (2012)
Lei Jiang, Bo Zhao, Youtao Zhang, Jun Yang
Constructing large and fast multi-level cell STT-MRAM based cache for embedded processors. DAC (2012)
Lei Jiang, Bo Zhao, Youtao Zhang, Jun Yang, Bruce R. Childers
Improving write operations in MLC phase change memory. HPCA (2012)
Lei Jiang, Youtao Zhang, Jun Yang
Enhancing phase change memory lifetime through fine-grained current regulation and voltage upscaling. ISLPED (2011)
Lei Jiang, Yu Du, Youtao Zhang, Bruce R. Childers, Jun Yang
LLS: Cooperative integration of wear-leveling and salvaging for PCM main memory. DSN (2011)
Mingxuan Yuan, Zonghua Gu, Xiuqiang He, Xue Liu, Lei Jiang
Hardware/software partitioning and pipelined scheduling on runtime reconfigurable FPGAs. ACM Trans. Design Autom. Electr. Syst. 15 (2) (2010)
Wei Hu, Yongxin Zhu, Zonghua Gu, Lei Jiang
Pre-synthesis resource generation and estimation for transport-triggered architecture (TTA)-like architecture. Microprocess. Microsystems 32 (4) (2008)