Xuan Zhang

Publication Activity (10 Years)

Years Active: 2007-2024
Publications (10 Years): 71

Top Topics

Sparse Sampling

Personalized Recommendation

Design Space Exploration

Top Venues

IEEE Trans. Comput. Aided Des. Integr. Circuits Syst.

Publications

Weimin Fu, Shijie Li, Yifang Zhao, Haocheng Ma, Raj Gautam Dutta, Xuan Zhang, Kaichen Yang, Yier Jin, Xiaolong Guo
Hardware Phi-1.5B: A Large Language Model Encodes Hardware Domain Specific Knowledge. ASPDAC (2024)
Yu Feng, Tianrui Ma, Yuhao Zhu, Xuan Zhang
BlissCam: Boosting Eye Tracking Efficiency with Learned In-Sensor Sparse Sampling. CoRR (2024)
Weimin Fu, Shijie Li, Yifang Zhao, Haocheng Ma, Raj Gautam Dutta, Xuan Zhang, Kaichen Yang, Yier Jin, Xiaolong Guo
Hardware Phi-1.5B: A Large Language Model Encodes Hardware Domain Specific Knowledge. CoRR (2024)
Huifeng Zhu, Xiaolong Guo, Yier Jin, Xuan Zhang
PowerScout: Security-Oriented Power Delivery Network Modeling for Side-Channel Vulnerability Analysis. IEEE Trans. Emerg. Top. Comput. 12 (2) (2024)
Yu Feng, Tianrui Ma, Yuhao Zhu, Xuan Zhang
BlissCam: Boosting Eye Tracking Efficiency with Learned In-Sensor Sparse Sampling. ISCA (2024)
Weidong Cao, Jian Gao, Tianrui Ma, Rui Ma, Mouhacine Benosman, Xuan Zhang
RoSE-Opt: Robust and Efficient Analog Circuit Parameter Optimization with Knowledge-infused Reinforcement Learning. CoRR (2024)
An Zou, Yehan Ma, Karthik Garimella, Benjamin Lee, Christopher D. Gill, Xuan Zhang
F-LEMMA: Fast Learning-Based Energy Management for Multi-/Many-Core Processors. IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. 42 (2) (2023)
An Zou, Jing Li, Christopher D. Gill, Xuan Zhang
RTGPU: Real-Time GPU Scheduling of Hard Deadline Parallel Tasks With Fine-Grain Utilization. IEEE Trans. Parallel Distributed Syst. 34 (5) (2023)
Yu Feng, Tianrui Ma, Adith Boloor, Yuhao Zhu, Xuan Zhang
Invited Paper: Learned In-Sensor Visual Computing: From Compression to Eventification. ICCAD (2023)
Chenfeng Zhao, Roger D. Chamberlain, Xuan Zhang
SuperCut: Communication-Aware Partitioning for Near-Memory Graph Processing. CF (2023)
Wenwen Xu, Zheyu Zhang, Yuankai Xu, Jing Li, Yehan Ma, Yier Jin, Christopher D. Gill, Xuan Zhang, An Zou
Energy Efficient Real-Time Scheduling on Heterogeneous Architectures with Self-Suspension. ISLPED (2023)
Huifeng Zhu, Haoqi Shan, Dean Sullivan, Xiaolong Guo, Yier Jin, Xuan Zhang
PDNPulse: Sensing PCB Anomaly With the Intrinsic Power Delivery Network. IEEE Trans. Inf. Forensics Secur. 18 (2023)
Weidong Cao, Mouhacine Benosman, Xuan Zhang, Rui Ma
Domain Knowledge-Infused Deep Learning for Automated Analog/Radio-Frequency Circuit Parameter Optimization. CoRR (2022)
Ke Liu, 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
Near-Memory Processing in Action: Accelerating Personalized Recommendation With AxDIMM. IEEE Micro 42 (1) (2022)
Liu Ke, Udit Gupta, Mark Hempstead, Carole-Jean Wu, Hsien-Hsin S. Lee, Xuan Zhang
Hercules: Heterogeneity-Aware Inference Serving for At-Scale Personalized Recommendation. CoRR (2022)
Siying Feng, Xin He, Kuan-Yu Chen, Liu Ke, Xuan Zhang, David T. Blaauw, Trevor N. Mudge, Ronald G. Dreslinski
MeNDA: a near-memory multi-way merge solution for sparse transposition and dataflows. ISCA (2022)
Weidong Cao, Yilong Zhao, Adith Boloor, Yinhe Han, Xuan Zhang, Li Jiang
Neural-PIM: Efficient Processing-In-Memory With Neural Approximation of Peripherals. IEEE Trans. Computers 71 (9) (2022)
Chenfeng Zhao, Xuan Zhang, Roger D. Chamberlain
Executing Data Integration Effectively and Efficiently Near the Memory. IEEE Des. Test 39 (2) (2022)
Weidong Cao, Mouhacine Benosman, Xuan Zhang, Rui Ma
Domain Knowledge-Based Automated Analog Circuit Design with Deep Reinforcement Learning. CoRR (2022)
Huifeng Zhu, Haoqi Shan, Dean Sullivan, Xiaolong Guo, Yier Jin, Xuan Zhang
PDNPulse: Sensing PCB Anomaly with the Intrinsic Power Delivery Network. CoRR (2022)
Liu Ke, Udit Gupta, Mark Hempstead, Carole-Jean Wu, Hsien-Hsin S. Lee, Xuan Zhang
Hercules: Heterogeneity-Aware Inference Serving for At-Scale Personalized Recommendation. HPCA (2022)
Weidong Cao, Yilong Zhao, Adith Boloor, Yinhe Han, Xuan Zhang, Li Jiang
Neural-PIM: Efficient Processing-In-Memory with Neural Approximation of Peripherals. CoRR (2022)
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
SecNDP: Secure Near-Data Processing with Untrusted Memory. HPCA (2022)
Liu Ke, Xuan Zhang, Benjamin Lee, G. Edward Suh, Hsien-Hsin S. Lee
DisaggRec: Architecting Disaggregated Systems for Large-Scale Personalized Recommendation. CoRR (2022)
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
SecNDP: Secure Near-Data Processing with Untrusted Memory. IACR Cryptol. ePrint Arch. 2021 (2021)
Tarek F. Abdelzaher, Sanjoy K. Baruah, Chris Gill, Yevgeniy Vorobeychik, Ning Zhang, Xuan Zhang
Research Challenges for Combined Autonomy, AI, and Real-Time Assurance. CogMI (2021)
An Zou, Jing Li, Christopher D. Gill, Xuan Zhang
RTGPU: Real-Time GPU Scheduling of Hard Deadline Parallel Tasks with Fine-Grain Utilization. CoRR (2021)
Yichen Jiang, Huifeng Zhu, Haoqi Shan, Xiaolong Guo, Xuan Zhang, Yier Jin
TRRScope: Understanding Target Row Refresh Mechanism for Modern DDR Protection. HOST (2021)
Adith Boloor, Tong Wu, Patrick Naughton, Ayan Chakrabarti, Xuan Zhang, Yevgeniy Vorobeychik
Can Optical Trojans Assist Adversarial Perturbations? ICCVW (2021)
Yichen Jiang, Huifeng Zhu, Dean Sullivan, Xiaolong Guo, Xuan Zhang, Yier Jin
Quantifying Rowhammer Vulnerability for DRAM Security. DAC (2021)
An Zou, Huifeng Zhu, Jingwen Leng, Xin He, Vijay Janapa Reddi, Christopher D. Gill, Xuan Zhang
System-level Early-stage Modeling and Evaluation of IVR-assisted Processor Power Delivery System. ACM Trans. Archit. Code Optim. 18 (4) (2021)
Weidong Cao, Ke Liu, Ayan Chakrabarti, Xuan Zhang
Evaluating Neural Network-Inspired Analog-to-Digital Conversion With Low-Precision RRAM. IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. 40 (5) (2021)
Huifeng Zhu, Xiaolong Guo, Yier Jin, Xuan Zhang
PCBench: Benchmarking of Board-Level Hardware Attacks and Trojans. ASP-DAC (2021)
Darko Ivanovich, Chenfeng Zhao, Xuan Zhang, Roger D. Chamberlain, Amit Deliwala, Viktor Gruev
Chip-to-chip Optical Data Communications using Polarization Division Multiplexing. HPEC (2020)
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
The Architectural Implications of Facebook's DNN-Based Personalized Recommendation. HPCA (2020)
Wei Yan, Ning Zhang, Laurent L. Njilla, Xuan Zhang
PCBChain: Lightweight Reconfigurable Blockchain Primitives for Secure IoT Applications. IEEE Trans. Very Large Scale Integr. Syst. 28 (10) (2020)
Jinghan Yang, Adith Boloor, Ayan Chakrabarti, Xuan Zhang, Yevgeniy Vorobeychik
Finding Physical Adversarial Examples for Autonomous Driving with Fast and Differentiable Image Compositing. CoRR (2020)
Xin He, Guihai Yan, Wenyan Lu, Xuan Zhang, Ke Liu
A Quantitative Exploration of Collaborative Pruning and Approximation Computing Towards Energy Efficient Neural Networks. IEEE Des. Test 37 (1) (2020)
Wei Yan, Fatemeh Tehranipoor, Xuan Zhang, John A. Chandy
FLASH: FPGA Locality-Aware Sensitive Hash for Nearest Neighbor Search and Clustering Application. FPL (2020)
Zhe Chen, Xinjun Liu, Huazhong Yang, Huifeng Zhu, Erxiang Ren, Zheyu Liu, Kaige Jia, Li Luo, Xuan Zhang, Qi Wei, Fei Qiao
Processing Near Sensor Architecture in Mixed-Signal Domain With CMOS Image Sensor of Convolutional-Kernel-Readout Method. IEEE Trans. Circuits Syst. I Regul. Pap. (2) (2020)
An Zou, Karthik Garimella, Benjamin Lee, Christopher D. Gill, Xuan Zhang
F-LEMMA: Fast Learning-based Energy Management for Multi-/Many-core Processors. MLCAD (2020)
Adith Boloor, Karthik Garimella, Xin He, Christopher D. Gill, Yevgeniy Vorobeychik, Xuan Zhang
Attacking vision-based perception in end-to-end autonomous driving models. J. Syst. Archit. 110 (2020)
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
RecNMP: Accelerating Personalized Recommendation with Near-Memory Processing. ISCA (2020)
Huifeng Zhu, Xiaolong Guo, Yier Jin, Xuan Zhang
PowerScout: A Security-Oriented Power Delivery Network Modeling Framework for Cross-Domain Side-Channel Analysis. AsianHOST (2020)
Weidong Cao, Xin He, Ayan Chakrabarti, Xuan Zhang
NeuADC: Neural Network-Inspired Synthesizable Analog-to-Digital Conversion. IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. 39 (9) (2020)
An Zou, Jingwen Leng, Xin He, Yazhou Zu, Christopher D. Gill, Vijay Janapa Reddi, Xuan Zhang
Voltage-Stacked Power Delivery Systems: Reliability, Efficiency, and Power Management. IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. 39 (12) (2020)
Jinghao Sun, Jing Li, Zhishan Guo, An Zou, Xuan Zhang, Kunal Agrawal, Sanjoy K. Baruah
Real-Time Scheduling upon a Host-Centric Acceleration Architecture with Data Offloading. RTAS (2020)
Wei Yan, Huifeng Zhu, Zhiyuan Yu, Fatemeh Tehranipoor, John A. Chandy, Ning Zhang, Xuan Zhang
RNG: Leveraging Bad-page Initialized Table with Bit-error Insertion for True Random Number Generation in Commodity Flash Memory. HOST (2020)
Adith Boloor, Xin He, Christopher D. Gill, Yevgeniy Vorobeychik, Xuan Zhang
Simple Physical Adversarial Examples against End-to-End Autonomous Driving Models. CoRR (2019)
Adith Boloor, Xin He, Christopher D. Gill, Yevgeniy Vorobeychik, Xuan Zhang
Simple Physical Adversarial Examples against End-to-End Autonomous Driving Models. ICESS (2019)
Weidong Cao, Liu Ke, Ayan Chakrabarti, Xuan Zhang
Neural Network-Inspired Analog-to-Digital Conversion to Achieve Super-Resolution with Low-Precision RRAM Devices. ICCAD (2019)
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
The Architectural Implications of Facebook's DNN-based Personalized Recommendation. CoRR (2019)
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
RecNMP: Accelerating Personalized Recommendation with Near-Memory Processing. CoRR (2019)
Weidong Cao, Xin He, Ayan Chakrabarti, Xuan Zhang
NeuADC: Neural Network-Inspired RRAM-Based Synthesizable Analog-to-Digital Conversion with Reconfigurable Quantization Support. DATE (2019)
Xin He, Liu Ke, Xuan Zhang
SparseBNN: Joint Algorithm/Hardware Optimization to Exploit Structured Sparsity in Binary Neural Network. FPGA (2019)
Weidong Cao, Liu Ke, Ayan Chakrabarti, Xuan Zhang
Neural Network-Inspired Analog-to-Digital Conversion to Achieve Super-Resolution with Low-Precision RRAM Devices. CoRR (2019)
Xiaolong Guo, Huifeng Zhu, Yier Jin, Xuan Zhang
When Capacitors Attack: Formal Method Driven Design and Detection of Charge-Domain Trojans. DATE (2019)
Adith Boloor, Karthik Garimella, Xin He, Christopher D. Gill, Yevgeniy Vorobeychik, Xuan Zhang
Attacking Vision-based Perception in End-to-End Autonomous Driving Models. CoRR (2019)
Xin He, Liu Ke, Wenyan Lu, Guihai Yan, Xuan Zhang
AxTrain: Hardware-Oriented Neural Network Training for Approximate Inference. ISLPED (2018)
Yunfei Gu, Dengxue Yan, Vaibhav Verma, Mircea R. Stan, Xuan Zhang
SRAM based opportunistic energy efficiency improvement in dual-supply near-threshold processors. DAC (2018)
Xin He, Wenyan Lu, Guihai Yan, Xuan Zhang
Joint Design of Training and Hardware Towards Efficient and Accuracy-Scalable Neural Network Inference. IEEE J. Emerg. Sel. Topics Circuits Syst. 8 (4) (2018)
Liu Ke, Xin He, Xuan Zhang
NNest: Early-Stage Design Space Exploration Tool for Neural Network Inference Accelerators. ISLPED (2018)
An Zou, Jingwen Leng, Xin He, Yazhou Zu, Christopher D. Gill, Vijay Janapa Reddi, Xuan Zhang
Voltage-Stacked GPUs: A Control Theory Driven Cross-Layer Solution for Practical Voltage Stacking in GPUs. MICRO (2018)
Shuhao Jiang, Jiajun Li, Xin He, Guihai Yan, Xuan Zhang, Xiaowei Li
RiskCap: Minimizing Effort of Error Regulation for Approximate Computing. ATS (2018)
Xin He, Liu Ke, Wenyan Lu, Guihai Yan, Xuan Zhang
AxTrain: Hardware-Oriented Neural Network Training for Approximate Inference. CoRR (2018)
An Zou, Jingwen Leng, Xin He, Yazhou Zu, Vijay Janapa Reddi, Xuan Zhang
Efficient and reliable power delivery in voltage-stacked manycore system with hybrid charge-recycling regulators. DAC (2018)
Sri Harsha Kondapalli, Xuan Zhang, Shantanu Chakrabartty
Variance-based digital logic for energy harvesting Internet-of-Things. ISCAS (2017)
Sae Kyu Lee, Tao Tong, Xuan Zhang, David M. Brooks, Gu-Yeon Wei
A 16-Core Voltage-Stacked System With Adaptive Clocking and an Integrated Switched-Capacitor DC-DC Converter. IEEE Trans. Very Large Scale Integr. Syst. 25 (4) (2017)
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
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 52 (9) (2017)
An Zou, Jingwen Leng, Yazhou Zu, Tao Tong, Vijay Janapa Reddi, David M. Brooks, Gu-Yeon Wei, Xuan Zhang
Ivory: Early-Stage Design Space Exploration Tool for Integrated Voltage Regulators. DAC (2017)
Tao Tong, Sae Kyu Lee, Xuan Zhang, David M. Brooks, Gu-Yeon Wei
A Fully Integrated Reconfigurable Switched-Capacitor DC-DC Converter With Four Stacked Output Channels for Voltage Stacking Applications. IEEE J. Solid State Circuits 51 (9) (2016)
Xuan Zhang, Mario Lok, Tao Tong, Simon Chaput, Sae Kyu Lee, Brandon Reagen, Hyunkwang Lee, David M. Brooks, Gu-Yeon Wei
A multi-chip system optimized for insect-scale flapping-wing robots. VLSIC (2015)
Sae Kyu Lee, Tao Tong, Xuan Zhang, David M. Brooks, Gu-Yeon Wei
A 16-core voltage-stacked system with an integrated switched-capacitor DC-DC converter. VLSIC (2015)
Mario Lok, Xuan Zhang, Elizabeth Farrell Helbling, Robert J. Wood, David M. Brooks, Gu-Yeon Wei
A power electronics unit to drive piezoelectric actuators for flying microrobots. CICC (2015)
Mustansir Yunus Mukadam, Oscar da Costa Gouveia-Filho, Nicholas Kramer, Xuan Zhang, Alyssa B. Apsel
Low-Power, Minimally Invasive Process Compensation Technique for Sub-Micron CMOS Amplifiers. IEEE Trans. Very Large Scale Integr. Syst. 22 (1) (2014)
Xuan Zhang, Tao Tong, David M. Brooks, Gu-Yeon Wei
Evaluating Adaptive Clocking for Supply-Noise Resilience in Battery-Powered Aerial Microrobotic System-on-Chip. IEEE Trans. Circuits Syst. I Regul. Pap. (8) (2014)
Tao Tong, Xuan Zhang, Wonyoung Kim, David M. Brooks, Gu-Yeon Wei
A fully integrated battery-connected switched-capacitor 4: 1 voltage regulator with 70% peak efficiency using bottom-plate charge recycling. CICC (2013)
Xuan Zhang, Tao Tong, Svilen Kanev, Sae Kyu Lee, Gu-Yeon Wei, David M. Brooks
Characterizing and evaluating voltage noise in multi-core near-threshold processors. ISLPED (2013)
Xuan Zhang, Tao Tong, David M. Brooks, Gu-Yeon Wei
Supply-noise resilient adaptive clocking for battery-powered aerial microrobotic System-on-Chip in 40nm CMOS. CICC (2013)
Xuan Zhang, Bojiong Ni, Ishita Mukhopadhyay, Alyssa B. Apsel
Improving Absolute Accuracy of Integrated Resistors With Device Diversification. IEEE Trans. Circuits Syst. II Express Briefs (6) (2012)
Xuan Zhang, Mustansir Yunus Mukadam, Ishita Mukhopadhyay, Alyssa B. Apsel
Process Compensation Loops for High Speed Ring Oscillators in Sub-Micron CMOS. IEEE J. Emerg. Sel. Topics Circuits Syst. 1 (1) (2011)
Xuan Zhang, Ishita Mukhopadhyay, Rajeev K. Dokania, Alyssa B. Apsel
A 46-µW Self-Calibrated Gigahertz VCO for Low-Power Radios. IEEE Trans. Circuits Syst. II Express Briefs (12) (2011)
Xuan Zhang, Alyssa B. Apsel
A Low-Power, Process-and- Temperature- Compensated Ring Oscillator With Addition-Based Current Source. IEEE Trans. Circuits Syst. I Regul. Pap. (5) (2011)
Mustansir Yunus Mukadam, Oscar da Costa Gouveia-Filho, Xuan Zhang, Alyssa B. Apsel
Process variation compensation of a 4.6 GHz LNA in 65nm CMOS. ISCAS (2010)
Xuan Zhang, Rajeev K. Dokania, Mustansir Yunus Mukadam, Alyssa B. Apsel
A successive approximation based process-invariant ring oscillator. ISCAS (2010)
Xuan Zhang, Alyssa B. Apsel
A low variation GHz ring oscillator with addition-based current source. ESSCIRC (2009)
Xuan Zhang, Alyssa B. Apsel
A Process Compensated 3-GHz Ring Oscillator. ISCAS (2009)
Xuan Zhang, Anand Pappu, Alyssa B. Apsel
Low variation current source for 90nm CMOS. ISCAS (2008)
Anand Pappu, Xuan Zhang, Andre V. Harrison, Alyssa B. Apsel
Process-Invariant Current Source Design: Methodology and Examples. IEEE J. Solid State Circuits 42 (10) (2007)