Publications

2018
Jeff Zhang, Tianyu Gu, Kanad Basu, and Siddharth Garg. 2018. “Analyzing and mitigating the impact of permanent faults on a systolic array based neural network accelerator.” In IEEE 36th VLSI Test Symposium (VTS 18, Best Paper Award Candidate).
Jeff Zhang and Siddharth Garg. 2018. “FATE: fast and accurate timing error prediction framework for low power DNN accelerator design.” In IEEE/ACM International Conference on Computer-Aided Design (ICCAD 18).
Jeff Zhang, Kartheek Rangineni, Zahra Ghodsi, and Siddharth Garg. 2018. “Thundervolt: enabling aggressive voltage underscaling and timing error resilience for energy efficient deep learning accelerators.” In Proceedings of the 55th Annual Design Automation Conference (DAC 18).
2017
Mohamed El Massad, Jeff Zhang, Siddharth Garg, and Mahesh V Tripunitara. 2017. “Logic locking for secure outsourced chip fabrication: A new attack and provably secure defense mechanism.” arXiv preprint.
Jeff Zhang and Siddharth Garg. 2017. “BandiTS: dynamic timing speculation using multi-armed bandit based optimization.” In Design, Automation & Test in Europe Conference & Exhibition (DATE 17).
Yan Wang, Kenli Li, Jeff Zhang, and Keqin Li. 2017. “Energy optimization for data allocation with hybrid SRAM+ NVM SPM.” IEEE Transactions on Circuits and Systems I: Regular Papers.
2016
Atif Yasin, Jeff Zhang, Hu Chen, Siddharth Garg, Sanghamitra Roy, and Koushik Chakraborty. 2016. “Synergistic timing speculation for multi-threaded programs.” In Proceedings of the 53rd Annual Design Automation Conference (DAC 16).
2015
Shuo Peng, Aijia Ouyang, and Jeff Zhang. 2015. “An Adaptive Invasive Weed Optimization Algorithm.” International Journal of Pattern Recognition and Artificial Intelligence.
Edwin Sha, Li Wang, Qingfeng Zhuge, Jeff Zhang, and Jing Liu. 2015. “Power Efficiency for Hardware/software Partitioning with Time and Area Constraints on MPSoCs.” International Journal of Parallel Programming (IJPP).
2014
Xiaotong Cui, Jeff Zhang, Kaijie Wu, and Edwin Sha. 2014. “Efficient Feasibility Analysis of DAG Scheduling with Real-Time Constraints in the Presence of Faults.” In IEEE 19th Asia and South Pacific Design Automation Conference (ASP-DAC 14).
2013
Jeff Zhang, Edwin Sha, Qingfeng Zhuge, Yi Juan, and Kaijie Wu. 2013. “Efficient Fault-Tolerant Scheduling on Multiprocessor Systems via Replication and Deallocation.” In IEEE/IFIP 11th International Conference on Embedded and Ubiquitous Computing (EUC 13).
2012
Jeff Zhang, Tan Deng, Qiuyan Gao, Qingfeng Zhuge, and Edwin Sha. 2012. “Optimizing Data Allocation for Loops on Embedded Systems with Scratch-Pad Memory.” In IEEE 18th International Conference on Embedded and Real-Time Computing Systems and Applications (RTCSA 12).

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