Xun Jiao

Assistat Professor
Department of Electrical and Computer Engineering
Villanova University

Office: Tolentine 415
Email: xun.jiao@villanova.edu
News

[01/2019] Serve on Program Committee at ICESS 2019! Please consider to submit!
[12/2018] Serve as Associate Editor of IEEE Transactions on Computer-Aided Design of Integrated Circuits and Systems (IEEE TCAD)!
[12/2018] Serve on Program Committee in LCTES 2019. Please consider to submit!
[11/2018] Serve on Program Comittee in International Conference on Omni-layer Intelligent Systems. Please consider submit!
[10/2018] Co-organize a special session on dependable cyber-physical system in IEEE International Conference on Cyber Physical and Social Computing (CPSCOM-2019). Please consider submit!
[08/2018] Joined ECE department of Villanova University as tenure-track assistant professor this fall. I am looking for self-motivated Ph.D. students to join my group working on energy-efficient machine learning accelerator. For more information, please look here.
[06/2018] Presented my PhD thesis in DAC PhD forum!
[06/2018] Graduated with a Ph.D. degree from UC San Diego!



Biography

I am an assistant professor in the ECE department of Villanova University. I lead Dependable, Efficient, and Intelligent Computing Lab (DETAIL) at Villanova University.

I obtained my Ph.D. degree from the department of Computer Science and Engineering at the University of California, San Diego. Before that, I earned a first class BSc(Eng) degree in Telecommunication Engineering with Management from BUPT-QMUL Joint Programme held by Beijing University of Posts and Telecommunications and Queen Mary, University of London, in 2013.



Research Interests


Approximate Computing, Deep Learning Accelerator, Software/Hardware Testing

Embedded System, Electronic Design Automation, VLSI design



Service

Associate Editor: IEEE TCAD
Program Committee: LCTES 2019, ICESS 2019, COINS 2019
Session chair: CPSCOM 2019




Publications

Journal:

Xun Jiao, Abbas Rahimi, Yu Jiang, Jianguo Wang, Hamed Fatemi, Jose Pineda de Gyvez, and Rajesh Gupta
CLIM: A Cross-level Workload-aware Timing Error Prediction Model for Functional Units. [PDF]
IEEE Transactions on Computers (TC) 2017 .

  • Yu Jiang , Hehua Zhang , Xiaoyu Song, Xun Jiao, William N. N. Hung, and Jiaguang Sun.
    Bayesian Network Based Reliability Analysis of PLC Systems. [PDF]
    IEEE Transaction on Industry Electronics (TIE) 2013.

  • Xibing Zhao, Hehua Zhang, Yu Jiang, Songzheng Song, Xun Jiao, and Ming Gu.
    An Effective Heuristic Based Approach for partitiong. [PDF]
    Hindawi, Journal of Applied Mathematics, 2013.

  • Conference:

  • Xun Jiao, Vahideh Akhlaghi, Yu Jiang, and Rajesh Gupta
    Energy-Efficient Neural Networks using Approximate Computation Reuse. [PDF]
    in Proc. IEEE/ACM Design, Automation, and Test in Europe (DATE), Dresden, Germany, 2018 .

  • Mingzhe Wang, Jie Liang, Yuanliang Chen, Yu Jiang, Xun Jiao, Han Liu, Xibin Zhao, Jiaguang Sun
    SAFL: increasing and accelerating testing coverage with symbolic execution and guided fuzzing. [PDF]
    in Proc. International Conference on Software Engineering (ICSE-Tool), Gothenburg, Sweden, 2018 .

  • Xun Jiao, Mulong Luo, Jeng-Hau Lin, and Rajesh Gupta
    An Assessment of Vulnerability of Hardware Neural Networks to Dynamic Voltage and Temperature Variations. [PDF]
    in Proc. IEEE/ACM International Conference on Computer-Aided Design (ICCAD), Irvine, USA 2017 .

  • Xun Jiao, Vincent Camus, Mattia Cacciotti, Yu Jiang, Christian Enz, and Rajesh Gupta
    Combining Structural and Timing Error in Overclocked Inexact Speculative Adders. [PDF]
    in Proc. IEEE/ACM Design, Automation, and Test in Europe (DATE), Lausanne, Switzerland 2017 .

  • Xun Jiao, Yu Jiang, Abbas Rahimi, and Rajesh Gupta
    SLoT: A Supervised Learning Model to Predict Dynamic Timing Errors of Functional Units. [PDF]
    in Proc. IEEE/ACM Design, Automation, and Test in Europe (DATE), Lausanne, Switzerland 2017 .

  • Xun Jiao, Yu Jiang, Abbas Rahimi, and Rajesh Gupta
    WILD: A Workload-Based Learning Model to Predict Dynamic Delay of Functional Units. [PDF]
    in Proc. IEEE International Conference on Computer Design (ICCD), Phoenix, USA 2016 .

  • Xun Jiao, Abbas Rahimi, Balakrishnan Narayanaswamy, Hamed Fatemi, Jose Pineda de Gyvez, and Rajesh Gupta.
    Supervised Learning Based Model for Predicting Variability-Induced Timing Errors. [PDF]
    in Proc. IEEE International NEW Circuits And Systems (NEWCAS) conference, Grenoble, France 2015

  • Yu Jiang, Hehua Zhang, Xun Jiao, Xiaoyu Song, William N.Hung, Ming Gu, and Jiaguang Sun.
    Uncertain Model and Algorithm for Hardware/Software Partitioning. [PDF]
    in Proc. IEEE Computer Society Annual Symposium on VLSI (ISVLSI),2012.

  • Hehua Zhang, Yu Jiang, Xun Jiao, Xiaoyu Song, William N.Hung, and Ming Gu.
    Reliability Analysis of PLC Systems by Bayesian Network. [PDF]
    in Proc. International Conference on Software Security and Reliability (SERE) 2012 .