Xuan Zhang

129 papers A* 21A 16B 3C 10Journal 60Unranked 19
YearRankTypeTitle / Venue / Authors
2026 J jnl
Systematic Methodology of Modeling and Design Space Exploration for CMOS Image Sensors.
IEEE Trans. Comput. Aided Des. Integr. Circuits Syst.
Tianrui Ma, Zhe Gao, Zhe Chen, Ramakrishna Kakarala, Charles Shan, Weidong Cao, Xuan Zhang
2025 J jnl
A Generalize Hardware Debugging Approach for Large Language Models Semi-Synthetic, Datasets.
IEEE Trans. Circuits Syst. I Regul. Pap.
Weimin Fu, Shijie Li, Yifang Zhao, Kaichen Yang, Xuan Zhang, Yier Jin, Xiaolong Guo
2025 J jnl
A Survey of Real-time Scheduling on Accelerator-based Heterogeneous Architecture for Time Critical Applications.
CoRR
An Zou, Yuankai Xu, Yinchen Ni, Jintao Chen, Yehan Ma, Jing Li, Christopher Gill, Xuan Zhang, Yier Jin
2025 J jnl
Accelerating Confidential Recommendation Model Inference With Near-Memory Processing.
IEEE Trans. Dependable Secur. Comput.
Wenjie Xiong, Liu Ke, Maxim Ostapenko, Yongmin Tai, Yeongon Cho, Joon-Ho Song, Jinin So, Kyungsoo Kim, Yongsuk Kwon, Jin Jung, Jieun Lee, Byeongho Kim, Shinhaeng Kang, Sukhan Lee, Jeonghyeon Cho, Kyomin Sohn, Xuan Zhang, Hsien-Hsin S. Lee, G. Edward Suh
2025 A* conf
AnalogGenie-Lite: Enhancing Scalability and Precision in Circuit Topology Discovery through Lightweight Graph Modeling.
ICML
Jian Gao, Weidong Cao, Xuan Zhang
2025 A* conf
AnalogGenie: A Generative Engine for Automatic Discovery of Analog Circuit Topologies.
ICLR
Jian Gao, Weidong Cao, Junyi Yang, Xuan Zhang
2025 J jnl
AnalogGenie: A Generative Engine for Automatic Discovery of Analog Circuit Topologies.
CoRR
Jian Gao, Weidong Cao, Junyi Yang, Xuan Zhang
2025 J jnl
AnalogSAGE: Self-evolving Analog Design Multi-Agents with Stratified Memory and Grounded Experience.
CoRR
Zining Wang, Jian Gao, Weimin Fu, Xiaolong Guo, Xuan Zhang
2025 A* conf
EVA: An Efficient and Versatile Generative Engine for Targeted Discovery of Novel Analog Circuits.
DAC
Jian Gao, Weimin Fu, Xiaolong Guo, Weidong Cao, Xuan Zhang
2025 J jnl
HLPerf: Demystifying the Performance of HLS-based Graph Neural Networks with Dataflow Architectures.
ACM Trans. Reconfigurable Technol. Syst.
Chenfeng Zhao, Clayton J. Faber, Roger D. Chamberlain, Xuan Zhang
2025 — conf
Light-DiT: An Importance-Aware Dynamic Compression Framework for Diffusion Transformers.
Euro-Par (2)
Cheng Gu, Gang Li, Xuan Zhang, Jiayao Ling, Xiaolong Lin, Zhuoran Song, Jian Cheng, Xiaoyao Liang
2025 A conf
MATCH: Real-Time Scheduling of Multiple and Parallel Data Copies in Heterogeneous Architectures.
RTAS
Yinchen Ni, Yuankai Xu, Jintao Chen, Jing Li, Chris Gill, Xuan Zhang, Yier Jin, An Zou
2025 A conf
PrivateEye: In-Sensor Privacy Preservation Through Optical Feature Separation.
WACV
Adith Boloor, Weikai Lin, Tianrui Ma, Yu Feng, Yuhao Zhu, Xuan Zhang
2025 J jnl
RoSE-Opt: Robust and Efficient Analog Circuit Parameter Optimization With Knowledge-Infused Reinforcement Learning.
IEEE Trans. Comput. Aided Des. Integr. Circuits Syst.
Weidong Cao, Jian Gao, Tianrui Ma, Rui Ma, Mouhacine Benosman, Xuan Zhang
2025 A* conf
SNAPPIX: Efficient-Coding-Inspired In-Sensor Compression for Edge Vision.
DAC
Weikai Lin, Tianrui Ma, Adith Boloor, Yu Feng, Ruofan Xing, Xuan Zhang, Yuhao Zhu
2025 J jnl
SnapPix: Efficient-Coding-Inspired In-Sensor Compression for Edge Vision.
CoRR
Weikai Lin, Tianrui Ma, Adith Boloor, Yu Feng, Ruofan Xing, Xuan Zhang, Yuhao Zhu
2024 A* conf
Addition is Most You Need: Efficient Floating-Point SRAM Compute-in-Memory by Harnessing Mantissa Addition.
DAC
Weidong Cao, Jian Gao, Xin Xin, Xuan Zhang
2024 A* conf
BlissCam: Boosting Eye Tracking Efficiency with Learned In-Sensor Sparse Sampling.
ISCA
Yu Feng, Tianrui Ma, Yuhao Zhu, Xuan Zhang
2024 J jnl
BlissCam: Boosting Eye Tracking Efficiency with Learned In-Sensor Sparse Sampling.
CoRR
Yu Feng, Tianrui Ma, Yuhao Zhu, Xuan Zhang
2024 C conf
Early: An Importance-Aware Early Firing and Exit for SNN Acceleration.
ICCD
Xuan Zhang, Zhuoran Song, Peng Zhou, Xing Li, Xueyuan Liu, Xiaolong Lin, Zhezhi He, Li Jiang, Naifeng Jing, Xiaoyao Liang
2024 B conf
Hardware Phi-1.5B: A Large Language Model Encodes Hardware Domain Specific Knowledge.
ASPDAC
Weimin Fu, Shijie Li, Yifang Zhao, Haocheng Ma, Raj Gautam Dutta, Xuan Zhang, Kaichen Yang, Yier Jin, Xiaolong Guo
2024 J jnl
Hardware Phi-1.5B: A Large Language Model Encodes Hardware Domain Specific Knowledge.
CoRR
Weimin Fu, Shijie Li, Yifang Zhao, Haocheng Ma, Raj Gautam Dutta, Xuan Zhang, Kaichen Yang, Yier Jin, Xiaolong Guo
2024 J jnl
Janus: A Flexible Processing-in-Memory Graph Accelerator Toward Sparsity.
IEEE Trans. Comput. Aided Des. Integr. Circuits Syst.
Xing Li, Zhuoran Song, Rachata Ausavarungnirun, Xiao Liu, Xueyuan Liu, Xuan Zhang, Xuhang Wang, Jiayao Ling, Gang Li, Naifeng Jing, Xiaoyao Liang
2024 J jnl
PowerScout: Security-Oriented Power Delivery Network Modeling for Side-Channel Vulnerability Analysis.
IEEE Trans. Emerg. Top. Comput.
Huifeng Zhu, Xiaolong Guo, Yier Jin, Xuan Zhang
2024 J jnl
RoSE-Opt: Robust and Efficient Analog Circuit Parameter Optimization with Knowledge-infused Reinforcement Learning.
CoRR
Weidong Cao, Jian Gao, Tianrui Ma, Rui Ma, Mouhacine Benosman, Xuan Zhang
2024 — conf
Watt: A Write-Optimized RRAM-Based Accelerator for Attention.
Euro-Par (2)
Xuan Zhang, Zhuoran Song, Xing Li, Zhezhi He, Naifeng Jing, Li Jiang, Xiaoyao Liang
2023 C conf
A/D Alleviator: Reducing Analog-to-Digital Conversions in Compute-In-Memory with Augmented Analog Accumulation.
ISCAS
Weidong Cao, Xuan Zhang
2023 A* conf
CAMJ: Enabling System-Level Energy Modeling and Architectural Exploration for In-Sensor Visual Computing.
ISCA
Tianrui Ma, Yu Feng, Xuan Zhang, Yuhao Zhu
2023 J jnl
CamJ: Enabling System-Level Energy Modeling and Architectural Exploration for In-Sensor Visual Computing.
CoRR
Tianrui Ma, Yu Feng, Xuan Zhang, Yuhao Zhu
2023 A* conf
CktGNN: Circuit Graph Neural Network for Electronic Design Automation.
ICLR
Zehao Dong, Weidong Cao, Muhan Zhang, Dacheng Tao, Yixin Chen, Xuan Zhang
2023 J jnl
CktGNN: Circuit Graph Neural Network for Electronic Design Automation.
CoRR
Zehao Dong, Weidong Cao, Muhan Zhang, Dacheng Tao, Yixin Chen, Xuan Zhang
2023 A conf
Energy Efficient Real-Time Scheduling on Heterogeneous Architectures with Self-Suspension.
ISLPED
Wenwen Xu, Zheyu Zhang, Yuankai Xu, Jing Li, Yehan Ma, Yier Jin, Christopher D. Gill, Xuan Zhang, An Zou
2023 J jnl
F-LEMMA: Fast Learning-Based Energy Management for Multi-/Many-Core Processors.
IEEE Trans. Comput. Aided Des. Integr. Circuits Syst.
An Zou, Yehan Ma, Karthik Garimella, Benjamin Lee, Christopher D. Gill, Xuan Zhang
2023 C conf
GNNHLS: Evaluating Graph Neural Network Inference via High-Level Synthesis.
ICCD
Chenfeng Zhao, Zehao Dong, Yixin Chen, Xuan Zhang, Roger D. Chamberlain
2023 J jnl
GNNHLS: Evaluating Graph Neural Network Inference via High-Level Synthesis.
CoRR
Chenfeng Zhao, Zehao Dong, Yixin Chen, Xuan Zhang, Roger D. Chamberlain
2023 B conf
Hardware Acceleration with Zero-Copy Memory Management for Heterogeneous Computing.
RTCSA
Oren Bell, Chris Gill, Xuan Zhang
2023 C conf
HyAcc: A Hybrid CAM-MAC RRAM-based Accelerator for Recommendation Model.
ICCD
Xuan Zhang, Zhuoran Song, Xing Li, Zhezhi He, Li Jiang, Naifeng Jing, Xiaoyao Liang
2023 A conf
Invited Paper: Learned In-Sensor Visual Computing: From Compression to Eventification.
ICCAD
Yu Feng, Tianrui Ma, Adith Boloor, Yuhao Zhu, Xuan Zhang
2023 A* conf
LeCA: In-Sensor Learned Compressive Acquisition for Efficient Machine Vision on the Edge.
ISCA
Tianrui Ma, Adith Jagadish Boloor, Xiangxing Yang, Weidong Cao, Patrick Williams, Nan Sun, Ayan Chakrabarti, Xuan Zhang
2023 C conf
Non-Hermitian Physics-Inspired Voltage-Controlled Oscillators with Resistive Tuning.
ISCAS
Weidong Cao, Hua Wang, Xuan Zhang
2023 J jnl
Non-Hermitian Physics-Inspired Voltage-Controlled Oscillators with Resistive Tuning.
CoRR
Weidong Cao, Hua Wang, Xuan Zhang
2023 J jnl
PDNPulse: Sensing PCB Anomaly With the Intrinsic Power Delivery Network.
IEEE Trans. Inf. Forensics Secur.
Huifeng Zhu, Haoqi Shan, Dean Sullivan, Xiaolong Guo, Yier Jin, Xuan Zhang
2023 A conf
PDNSig: Identifying Multi-Tenant Cloud FPGAs with Power Distribution Network-Based Signatures.
ICCAD
Huifeng Zhu, Weidong Cao, Xuan Zhang
2023 J jnl
RTGPU: Real-Time GPU Scheduling of Hard Deadline Parallel Tasks With Fine-Grain Utilization.
IEEE Trans. Parallel Distributed Syst.
An Zou, Jing Li, Christopher D. Gill, Xuan Zhang
2023 A* conf
RoSE: Robust Analog Circuit Parameter Optimization with Sampling-Efficient Reinforcement Learning.
DAC
Jian Gao, Weidong Cao, Xuan Zhang
2023 — conf
SuperCut: Communication-Aware Partitioning for Near-Memory Graph Processing.
CF
Chenfeng Zhao, Roger D. Chamberlain, Xuan Zhang
2022 J jnl
Demonstration of fully integrated parity-time-symmetric electronics.
CoRR
Weidong Cao, Changqing Wang, Weijian Chen, Song Hu, Hua Wang, Lan Yang, Xuan Zhang
2022 J jnl
DisaggRec: Architecting Disaggregated Systems for Large-Scale Personalized Recommendation.
CoRR
Liu Ke, Xuan Zhang, Benjamin Lee, G. Edward Suh, Hsien-Hsin S. Lee
2022 J jnl
Domain Knowledge-Based Automated Analog Circuit Design with Deep Reinforcement Learning.
CoRR
Weidong Cao, Mouhacine Benosman, Xuan Zhang, Rui Ma
2022 J jnl
Domain Knowledge-Infused Deep Learning for Automated Analog/Radio-Frequency Circuit Parameter Optimization.
CoRR
Weidong Cao, Mouhacine Benosman, Xuan Zhang, Rui Ma
2022 A* conf
Domain knowledge-infused deep learning for automated analog/radio-frequency circuit parameter optimization.
DAC
Weidong Cao, Mouhacine Benosman, Xuan Zhang, Rui Ma
2022 J jnl
Executing Data Integration Effectively and Efficiently Near the Memory.
IEEE Des. Test
Chenfeng Zhao, Xuan Zhang, Roger D. Chamberlain
2022 A conf
Gzippo: Highly-Compact Processing-in-Memory Graph Accelerator Alleviating Sparsity and Redundancy.
ICCAD
Xing Li, Rachata Ausavarungnirun, Xiao Liu, Xueyuan Liu, Xuan Zhang, Heng Lu, Zhuoran Song, Naifeng Jing, Xiaoyao Liang
2022 A conf
HOGEye: Neural Approximation of HOG Feature Extraction in RRAM-Based 3D-Stacked Image Sensors.
ISLPED
Tianrui Ma, Weidong Cao, Fei Qiao, Ayan Chakrabarti, Xuan Zhang
2022 A* conf
Hercules: Heterogeneity-Aware Inference Serving for At-Scale Personalized Recommendation.
HPCA
Liu Ke, Udit Gupta, Mark Hempstead, Carole-Jean Wu, Hsien-Hsin S. Lee, Xuan Zhang
2022 J jnl
Hercules: Heterogeneity-Aware Inference Serving for At-Scale Personalized Recommendation.
CoRR
Liu Ke, Udit Gupta, Mark Hempstead, Carole-Jean Wu, Hsien-Hsin S. Lee, Xuan Zhang
2022 A* conf
MeNDA: a near-memory multi-way merge solution for sparse transposition and dataflows.
ISCA
Siying Feng, Xin He, Kuan-Yu Chen, Liu Ke, Xuan Zhang, David T. Blaauw, Trevor N. Mudge, Ronald G. Dreslinski
2022 J jnl
Near-Memory Processing in Action: Accelerating Personalized Recommendation With AxDIMM.
IEEE Micro
Liu Ke, Xuan Zhang, Jinin So, Jong-Geon Lee, Shinhaeng Kang, Sukhan Lee, Songyi Han, Yeongon Cho, Jin Hyun Kim, Yongsuk Kwon, Kyungsoo Kim, Jin Jung, IlKwon Yun, Sung Joo Park, Hyunsun Park, Joon-Ho Song, Jeonghyeon Cho, Kyomin Sohn, Nam Sung Kim, Hsien-Hsin S. Lee
2022 J jnl
Neural-PIM: Efficient Processing-In-Memory With Neural Approximation of Peripherals.
IEEE Trans. Computers
Weidong Cao, Yilong Zhao, Adith Boloor, Yinhe Han, Xuan Zhang, Li Jiang
2022 J jnl
Neural-PIM: Efficient Processing-In-Memory with Neural Approximation of Peripherals.
CoRR
Weidong Cao, Yilong Zhao, Adith Boloor, Yinhe Han, Xuan Zhang, Li Jiang
2022 J jnl
PDNPulse: Sensing PCB Anomaly with the Intrinsic Power Delivery Network.
CoRR
Huifeng Zhu, Haoqi Shan, Dean Sullivan, Xiaolong Guo, Yier Jin, Xuan Zhang
2022 A conf
PowerTouch: A Security Objective-Guided Automation Framework for Generating Wired Ghost Touch Attacks on Touchscreens.
ICCAD
Huifeng Zhu, Zhiyuan Yu, Weidong Cao, Ning Zhang, Xuan Zhang
2022 A* conf
SecNDP: Secure Near-Data Processing with Untrusted Memory.
HPCA
Wenjie Xiong, Liu Ke, Dimitrije Jankov, Michael Kounavis, Xiaochen Wang, Eric Northup, Jie Amy Yang, Bilge Acun, Carole-Jean Wu, Ping Tak Peter Tang, G. Edward Suh, Xuan Zhang, Hsien-Hsin S. Lee
2021 — conf
Can Optical Trojans Assist Adversarial Perturbations?
ICCVW
Adith Boloor, Tong Wu, Patrick Naughton, Ayan Chakrabarti, Xuan Zhang, Yevgeniy Vorobeychik
2021 J jnl
Evaluating Neural Network-Inspired Analog-to-Digital Conversion With Low-Precision RRAM.
IEEE Trans. Comput. Aided Des. Integr. Circuits Syst.
Weidong Cao, Liu Ke, Ayan Chakrabarti, Xuan Zhang
2021 — conf
PCBench: Benchmarking of Board-Level Hardware Attacks and Trojans.
ASP-DAC
Huifeng Zhu, Xiaolong Guo, Yier Jin, Xuan Zhang
2021 A* conf
Quantifying Rowhammer Vulnerability for DRAM Security.
DAC
Yichen Jiang, Huifeng Zhu, Dean Sullivan, Xiaolong Guo, Xuan Zhang, Yier Jin
2021 J jnl
RTGPU: Real-Time GPU Scheduling of Hard Deadline Parallel Tasks with Fine-Grain Utilization.
CoRR
An Zou, Jing Li, Christopher D. Gill, Xuan Zhang
2021 — conf
Research Challenges for Combined Autonomy, AI, and Real-Time Assurance.
CogMI
Tarek F. Abdelzaher, Sanjoy K. Baruah, Chris Gill, Yevgeniy Vorobeychik, Ning Zhang, Xuan Zhang
2021 J jnl
SecNDP: Secure Near-Data Processing with Untrusted Memory.
IACR Cryptol. ePrint Arch.
Wenjie Xiong, Liu Ke, Dimitrije Jankov, Michael Kounavis, Xiaochen Wang, Eric Northup, Jie Amy Yang, Bilge Acun, Carole-Jean Wu, Ping Tak Peter Tang, G. Edward Suh, Xuan Zhang, Hsien-Hsin S. Lee
2021 J jnl
System-level Early-stage Modeling and Evaluation of IVR-assisted Processor Power Delivery System.
ACM Trans. Archit. Code Optim.
An Zou, Huifeng Zhu, Jingwen Leng, Xin He, Vijay Janapa Reddi, Christopher D. Gill, Xuan Zhang
2021 — conf
TRRScope: Understanding Target Row Refresh Mechanism for Modern DDR Protection.
HOST
Yichen Jiang, Huifeng Zhu, Haoqi Shan, Xiaolong Guo, Xuan Zhang, Yier Jin
2020 J jnl
A Quantitative Exploration of Collaborative Pruning and Approximation Computing Towards Energy Efficient Neural Networks.
IEEE Des. Test
Xin He, Guihai Yan, Wenyan Lu, Xuan Zhang, Liu Ke
2020 J jnl
Attacking vision-based perception in end-to-end autonomous driving models.
J. Syst. Archit.
Adith Boloor, Karthik Garimella, Xin He, Christopher D. Gill, Yevgeniy Vorobeychik, Xuan Zhang
2020 — conf
Bit
HOST
Wei Yan, Huifeng Zhu, Zhiyuan Yu, Fatemeh Tehranipoor, John A. Chandy, Ning Zhang, Xuan Zhang
2020 — conf
Chip-to-chip Optical Data Communications using Polarization Division Multiplexing.
HPEC
Darko Ivanovich, Chenfeng Zhao, Xuan Zhang, Roger D. Chamberlain, Amit Deliwala, Viktor Gruev
2020 — conf
F-LEMMA: Fast Learning-based Energy Management for Multi-/Many-core Processors.
MLCAD
An Zou, Karthik Garimella, Benjamin Lee, Christopher D. Gill, Xuan Zhang
2020 B conf
FLASH: FPGA Locality-Aware Sensitive Hash for Nearest Neighbor Search and Clustering Application.
FPL
Wei Yan, Fatemeh Tehranipoor, Xuan Zhang, John A. Chandy
2020 J jnl
Finding Physical Adversarial Examples for Autonomous Driving with Fast and Differentiable Image Compositing.
CoRR
Jinghan Yang, Adith Boloor, Ayan Chakrabarti, Xuan Zhang, Yevgeniy Vorobeychik
2020 J jnl
NeuADC: Neural Network-Inspired Synthesizable Analog-to-Digital Conversion.
IEEE Trans. Comput. Aided Des. Integr. Circuits Syst.
Weidong Cao, Xin He, Ayan Chakrabarti, Xuan Zhang
2020 J jnl
PCBChain: Lightweight Reconfigurable Blockchain Primitives for Secure IoT Applications.
IEEE Trans. Very Large Scale Integr. Syst.
Wei Yan, Ning Zhang, Laurent L. Njilla, Xuan Zhang
2020 — conf
PowerScout: A Security-Oriented Power Delivery Network Modeling Framework for Cross-Domain Side-Channel Analysis.
AsianHOST
Huifeng Zhu, Xiaolong Guo, Yier Jin, Xuan Zhang
2020 J jnl
Processing Near Sensor Architecture in Mixed-Signal Domain With CMOS Image Sensor of Convolutional-Kernel-Readout Method.
IEEE Trans. Circuits Syst. I Regul. Pap.
Zhe Chen, Xinjun Liu, Huazhong Yang, Huifeng Zhu, Erxiang Ren, Zheyu Liu, Kaige Jia, Li Luo, Xuan Zhang, Qi Wei, Fei Qiao
2020 A conf
Real-Time Scheduling upon a Host-Centric Acceleration Architecture with Data Offloading.
RTAS
Jinghao Sun, Jing Li, Zhishan Guo, An Zou, Xuan Zhang, Kunal Agrawal, Sanjoy K. Baruah
2020 A* conf
RecNMP: Accelerating Personalized Recommendation with Near-Memory Processing.
ISCA
Liu Ke, Udit Gupta, Benjamin Youngjae Cho, David Brooks, Vikas Chandra, Utku Diril, Amin Firoozshahian, Kim M. Hazelwood, Bill Jia, Hsien-Hsin S. Lee, Meng Li, Bert Maher, Dheevatsa Mudigere, Maxim Naumov, Martin Schatz, Mikhail Smelyanskiy, Xiaodong Wang, Brandon Reagen, Carole-Jean Wu, Mark Hempstead, Xuan Zhang
2020 A* conf
The Architectural Implications of Facebook's DNN-Based Personalized Recommendation.
HPCA
Udit Gupta, Carole-Jean Wu, Xiaodong Wang, Maxim Naumov, Brandon Reagen, David Brooks, Bradford Cottel, Kim M. Hazelwood, Mark Hempstead, Bill Jia, Hsien-Hsin S. Lee, Andrey Malevich, Dheevatsa Mudigere, Mikhail Smelyanskiy, Liang Xiong, Xuan Zhang
2020 J jnl
Voltage-Stacked Power Delivery Systems: Reliability, Efficiency, and Power Management.
IEEE Trans. Comput. Aided Des. Integr. Circuits Syst.
An Zou, Jingwen Leng, Xin He, Yazhou Zu, Christopher D. Gill, Vijay Janapa Reddi, Xuan Zhang
2019 J jnl
Attacking Vision-based Perception in End-to-End Autonomous Driving Models.
CoRR
Adith Boloor, Karthik Garimella, Xin He, Christopher D. Gill, Yevgeniy Vorobeychik, Xuan Zhang
2019 A conf
NeuADC: Neural Network-Inspired RRAM-Based Synthesizable Analog-to-Digital Conversion with Reconfigurable Quantization Support.
DATE
Weidong Cao, Xin He, Ayan Chakrabarti, Xuan Zhang
2019 A conf
Neural Network-Inspired Analog-to-Digital Conversion to Achieve Super-Resolution with Low-Precision RRAM Devices.
ICCAD
Weidong Cao, Liu Ke, Ayan Chakrabarti, Xuan Zhang
2019 J jnl
Neural Network-Inspired Analog-to-Digital Conversion to Achieve Super-Resolution with Low-Precision RRAM Devices.
CoRR
Weidong Cao, Liu Ke, Ayan Chakrabarti, Xuan Zhang
2019 J jnl
RecNMP: Accelerating Personalized Recommendation with Near-Memory Processing.
CoRR
Liu Ke, Udit Gupta, Carole-Jean Wu, Benjamin Youngjae Cho, Mark Hempstead, Brandon Reagen, Xuan Zhang, David M. Brooks, Vikas Chandra, Utku Diril, Amin Firoozshahian, Kim M. Hazelwood, Bill Jia, Hsien-Hsin S. Lee, Meng Li, Bert Maher, Dheevatsa Mudigere, Maxim Naumov, Martin Schatz, Mikhail Smelyanskiy, Xiaodong Wang
2019 — conf
Simple Physical Adversarial Examples against End-to-End Autonomous Driving Models.
ICESS
Adith Boloor, Xin He, Christopher D. Gill, Yevgeniy Vorobeychik, Xuan Zhang
2019 J jnl
Simple Physical Adversarial Examples against End-to-End Autonomous Driving Models.
CoRR
Adith Boloor, Xin He, Christopher D. Gill, Yevgeniy Vorobeychik, Xuan Zhang
2019 A conf
SparseBNN: Joint Algorithm/Hardware Optimization to Exploit Structured Sparsity in Binary Neural Network.
FPGA
Xin He, Liu Ke, Xuan Zhang
2019 J jnl
The Architectural Implications of Facebook's DNN-based Personalized Recommendation.
CoRR
Udit Gupta, Xiaodong Wang, Maxim Naumov, Carole-Jean Wu, Brandon Reagen, David Brooks, Bradford Cottel, Kim M. Hazelwood, Bill Jia, Hsien-Hsin S. Lee, Andrey Malevich, Dheevatsa Mudigere, Mikhail Smelyanskiy, Liang Xiong, Xuan Zhang
2019 A conf
When Capacitors Attack: Formal Method Driven Design and Detection of Charge-Domain Trojans.
DATE
Xiaolong Guo, Huifeng Zhu, Yier Jin, Xuan Zhang
2018 A conf
AxTrain: Hardware-Oriented Neural Network Training for Approximate Inference.
ISLPED
Xin He, Liu Ke, Wenyan Lu, Guihai Yan, Xuan Zhang
2018 J jnl
AxTrain: Hardware-Oriented Neural Network Training for Approximate Inference.
CoRR
Xin He, Liu Ke, Wenyan Lu, Guihai Yan, Xuan Zhang
2018 A* conf
Efficient and reliable power delivery in voltage-stacked manycore system with hybrid charge-recycling regulators.
DAC
An Zou, Jingwen Leng, Xin He, Yazhou Zu, Vijay Janapa Reddi, Xuan Zhang
2018 J jnl
Joint Design of Training and Hardware Towards Efficient and Accuracy-Scalable Neural Network Inference.
IEEE J. Emerg. Sel. Topics Circuits Syst.
Xin He, Wenyan Lu, Guihai Yan, Xuan Zhang
2018 A conf
NNest: Early-Stage Design Space Exploration Tool for Neural Network Inference Accelerators.
ISLPED
Liu Ke, Xin He, Xuan Zhang
2018 — conf
RiskCap: Minimizing Effort of Error Regulation for Approximate Computing.
ATS
Shuhao Jiang, Jiajun Li, Xin He, Guihai Yan, Xuan Zhang, Xiaowei Li
2018 A* conf
SRAM based opportunistic energy efficiency improvement in dual-supply near-threshold processors.
DAC
Yunfei Gu, Dengxue Yan, Vaibhav Verma, Mircea R. Stan, Xuan Zhang
2018 A* conf
Voltage-Stacked GPUs: A Control Theory Driven Cross-Layer Solution for Practical Voltage Stacking in GPUs.
MICRO
An Zou, Jingwen Leng, Xin He, Yazhou Zu, Christopher D. Gill, Vijay Janapa Reddi, Xuan Zhang
2017 J jnl
A 16-Core Voltage-Stacked System With Adaptive Clocking and an Integrated Switched-Capacitor DC-DC Converter.
IEEE Trans. Very Large Scale Integr. Syst.
Sae Kyu Lee, Tao Tong, Xuan Zhang, David M. Brooks, Gu-Yeon Wei
2017 J jnl
A Fully Integrated Battery-Powered System-on-Chip in 40-nm CMOS for Closed-Loop Control of Insect-Scale Pico-Aerial Vehicle.
IEEE J. Solid State Circuits
Xuan Zhang, Mario Lok, Tao Tong, Sae Kyu Lee, Brandon Reagen, Simon Chaput, Pierre-Emile J. Duhamel, Robert J. Wood, David M. Brooks, Gu-Yeon Wei
2017 J jnl
Energy-dissipation Limits in Variance-based Computing.
CoRR
Sri Harsha Kondapalli, Xuan Zhang, Shantanu Chakrabartty
2017 A* conf
Ivory: Early-Stage Design Space Exploration Tool for Integrated Voltage Regulators.
DAC
An Zou, Jingwen Leng, Yazhou Zu, Tao Tong, Vijay Janapa Reddi, David M. Brooks, Gu-Yeon Wei, Xuan Zhang
2017 C conf
Variance-based digital logic for energy harvesting Internet-of-Things.
ISCAS
Sri Harsha Kondapalli, Xuan Zhang, Shantanu Chakrabartty
2016 J jnl
A Fully Integrated Reconfigurable Switched-Capacitor DC-DC Converter With Four Stacked Output Channels for Voltage Stacking Applications.
IEEE J. Solid State Circuits
Tao Tong, Sae Kyu Lee, Xuan Zhang, David M. Brooks, Gu-Yeon Wei
2015 — conf
A 16-core voltage-stacked system with an integrated switched-capacitor DC-DC converter.
VLSIC
Sae Kyu Lee, Tao Tong, Xuan Zhang, David M. Brooks, Gu-Yeon Wei
2015 — conf
A multi-chip system optimized for insect-scale flapping-wing robots.
VLSIC
Xuan Zhang, Mario Lok, Tao Tong, Simon Chaput, Sae Kyu Lee, Brandon Reagen, Hyunkwang Lee, David M. Brooks, Gu-Yeon Wei
2015 — conf
A power electronics unit to drive piezoelectric actuators for flying microrobots.
CICC
Mario Lok, Xuan Zhang, Elizabeth Farrell Helbling, Robert J. Wood, David M. Brooks, Gu-Yeon Wei
2014 J jnl
Evaluating Adaptive Clocking for Supply-Noise Resilience in Battery-Powered Aerial Microrobotic System-on-Chip.
IEEE Trans. Circuits Syst. I Regul. Pap.
Xuan Zhang, Tao Tong, David M. Brooks, Gu-Yeon Wei
2014 J jnl
Low-Power, Minimally Invasive Process Compensation Technique for Sub-Micron CMOS Amplifiers.
IEEE Trans. Very Large Scale Integr. Syst.
Mustansir Yunus Mukadam, Oscar da Costa Gouveia-Filho, Nicholas Kramer, Xuan Zhang, Alyssa B. Apsel
2013 — conf
A fully integrated battery-connected switched-capacitor 4: 1 voltage regulator with 70% peak efficiency using bottom-plate charge recycling.
CICC
Tao Tong, Xuan Zhang, Wonyoung Kim, David M. Brooks, Gu-Yeon Wei
2013 A conf
Characterizing and evaluating voltage noise in multi-core near-threshold processors.
ISLPED
Xuan Zhang, Tao Tong, Svilen Kanev, Sae Kyu Lee, Gu-Yeon Wei, David M. Brooks
2013 — conf
Supply-noise resilient adaptive clocking for battery-powered aerial microrobotic System-on-Chip in 40nm CMOS.
CICC
Xuan Zhang, Tao Tong, David M. Brooks, Gu-Yeon Wei
2012 J jnl
Improving Absolute Accuracy of Integrated Resistors With Device Diversification.
IEEE Trans. Circuits Syst. II Express Briefs
Xuan Zhang, Bojiong Ni, Ishita Mukhopadhyay, Alyssa B. Apsel
2011 J jnl
A 46-µW Self-Calibrated Gigahertz VCO for Low-Power Radios.
IEEE Trans. Circuits Syst. II Express Briefs
Xuan Zhang, Ishita Mukhopadhyay, Rajeev K. Dokania, Alyssa B. Apsel
2011 J jnl
A Low-Power, Process-and- Temperature- Compensated Ring Oscillator With Addition-Based Current Source.
IEEE Trans. Circuits Syst. I Regul. Pap.
Xuan Zhang, Alyssa B. Apsel
2011 J jnl
Process Compensation Loops for High Speed Ring Oscillators in Sub-Micron CMOS.
IEEE J. Emerg. Sel. Topics Circuits Syst.
Xuan Zhang, Mustansir Yunus Mukadam, Ishita Mukhopadhyay, Alyssa B. Apsel
2010 C conf
A successive approximation based process-invariant ring oscillator.
ISCAS
Xuan Zhang, Rajeev K. Dokania, Mustansir Yunus Mukadam, Alyssa B. Apsel
2010 C conf
Process variation compensation of a 4.6 GHz LNA in 65nm CMOS.
ISCAS
Mustansir Yunus Mukadam, Oscar da Costa Gouveia-Filho, Xuan Zhang, Alyssa B. Apsel
2009 C conf
A Process Compensated 3-GHz Ring Oscillator.
ISCAS
Xuan Zhang, Alyssa B. Apsel
2009 — conf
A low variation GHz ring oscillator with addition-based current source.
ESSCIRC
Xuan Zhang, Alyssa B. Apsel
2008 C conf
Low variation current source for 90nm CMOS.
ISCAS
Xuan Zhang, Anand Pappu, Alyssa B. Apsel
2007 J jnl
Process-Invariant Current Source Design: Methodology and Examples.
IEEE J. Solid State Circuits
Anand Pappu, Xuan Zhang, Andre V. Harrison, Alyssa B. Apsel