Picture of Li Zhang

Dr.-Ing. M.Eng. Li Zhang

Technical University of Munich

Chair of Electronic Design Automation (Prof. Schlichtmann)

Postal address

Postal:
Arcisstr. 21
80333 München

Publications

Di Gao, Qingrong Huang, Li Zhang, Xunzhao Yin, Bing Li, Ulf Schlichtmann, Cheng Zhuo
Bayesian Inference Based Robust Computing on Memristor Crossbar
In: ACM/IEEE Design Automation Conference (DAC)
December 2021

Di Gao, Li Zhang, Xunzhao Yin, Bing Li, Ulf Schlichtmann, Cheng Zhuo
Reliable Memristor-based Neuromorphic Design Using Variation- and Defect-Aware Training
In: IEEE/ACM International Conference on Computer-Aided Design (ICCAD)
November 2021

Xing Huang, Youlin Pan, Li Zhang, Bing Li, Wenzhong Guo, Tsung-Yi Ho, Ulf Schlichtmann
PathDriver+: Enhanced Path-Driven Architecture Design for Flow-Based Microfluidic Biochips
IEEE Transactions on Computer-Aided Design of Integrated Circuits and Systems (TCAD)
August 2021

Yu Qian, Zhenhao Fan, Haoran Wang, Chao Li, Kai Ni, Mohsen Imani, Li Zhang, Bing Li, Ulf Schlichtmann, Cheng Zhuo, Xunzhao Yin
Energy-Aware Designs of Ferroelectric Ternary Content Addressable Memory
In: Design, Automation and Test in Europe (DATE)
February 2021

Jingyao Zhang, Huaxi Gu, Li Zhang, Bing Li, Ulf Schlichtmann
Hardware-Software Codesign of Weight Reshaping and Systolic Array Multiplexing for Efficient CNNs
In: Design, Automation and Test in Europe (DATE)
February 2021
(Paper)

Li Zhang, Bing Li, Xing Huang, Chen Shen, Shuhang Zhang, Florin Burcea, Helmut Graeb, Tsung-Yi Ho, Hai (Helen) Li, Ulf Schlichtmann
An Efficient Programming Framework for Memristor-based Neuromorphic Computing
In: Design, Automation and Test in Europe (DATE)
February 2021
(Paper)

Li Zhang, Bing Li, Ying Zhu, Tianchen Wang, Yiyu Shi, Xunzhao Yin, Cheng Zhuo, Huaxi Gu, Tsung-Yi Ho, Ulf Schlichtmann
Robustness of Neuromorphic Computing with RRAM-based Crossbars and Optical Neural Networks
In: IEEE/ACM Asia and South Pacific Design Automation Conference (ASP-DAC)
January 2021
Invited paper (Paper)

Chuliang Guo, Li Zhang, Xian Zhou, Grace Li Zhang, Bing Li, Weikang Qian, Xunzhao Yin, Cheng Zhuo
A Reconfigurable Multiplier for Signed Multiplications with Asymmetric Bit-widths
ACM Journal on Emerging Technologies in Computing Systems (JETC) - Special Issue on Cross-Layer System Design and Regular Papers
2021

Xing Huang, Youlin Pan, Li Zhang, Bing Li, Wenzhong Guo, Tsung-Yi Ho, Ulf Schlichtmann
PathDriver: A Path-Driven Architectural Synthesis Flow for Continuous-Flow Microfluidic Biochips
In: IEEE/ACM International Conference on Computer-Aided Design (ICCAD)
November 2020

Ying Zhu, Li Zhang, Bing Li, Xunzhao Yin, Cheng Zhuo, Huaixi Gu, Tsung-Yi Ho, Ulf Schlichtmann
Countering Variations and Thermal Effects for Accurate Optical Neural Networks
In: IEEE/ACM International Conference on Computer-Aided Design (ICCAD)
November 2020
(Paper)

Li Zhang, Bing Li, Ying Zhu, Shuhang Zhang, Tianchen Wang, Yiyu Shi, Tsung-Yi Ho, Hai (Helen) Li, Ulf Schlichtmann
Reliable and Robust RRAM-based Neuromorphic computing
In: ACM Great Lakes Symposium on VLSI (GLSVLSI)
September 2020
(Paper) (invited)

Shuhang Zhang, Li Zhang, Bing Li, Hai (Helen) Li, Ulf Schlichtmann
Lifetime Enhancement for RRAM-Based Computing-In-Memory Engine Considering Aging and Thermal Effects
In: IEEE International Conference on Artificial Intelligence Circuits and Systems
August 2020

Ying Zhu, Li Zhang, Tianchen Wan, Bing Li, Yiyu Shi, Tsung-Yi Ho, Ulf Schlichtmann
Statistical Training for Neuromorphic Computing using Memristor-based Crossbars Considering Process Variations and Noise
In: Design, Automation and Test in Europe (DATE)
March 2020
(Paper)

Li Zhang, Michaela Brunner, Bing Li, Georg Sigl, Ulf Schlichtmann
Timing Resilience for Efficient and Secure Circuits
In: IEEE/ACM Asia and South Pacific Design Automation Conference (ASP-DAC)
January 2020
(Paper) (Invited)

Li Zhang, Bing Li, Meng Li, Bei Yu, David Z. Pan, Michaela Brunner, Georg Sigl, Ulf Schlichtmann
TimingCamouflage+: Netlist Security Enhancement with Unconventional Timing
IEEE Transactions on Computer-Aided Design of Integrated Circuits and Systems 39(12), 4482-4495
2020
(Paper)

Li Zhang, Bing Li, Yiyu Shi, Jiang Hu, Ulf Schlichtmann
EffiTest2: Efficient Delay Test and Prediction for Post-Silicon Clock Skew Configuration under Process Variations
IEEE Transactions on Computer-Aided Design of Integrated Circuits and Systems
April 2019
(Paper)

Shuhang Zhang, Li Zhang, Bing Li, Hai (Helen) Li, Ulf Schlichtmann
Aging-aware Lifetime Enhancement for Memristor-based Neuromorphic Computing
In: Design, Automation and Test in Europe (DATE)
March 2019
(Paper)

Li Zhang
Advanced Timing for High-Performance Design and Security of Digital Circuits
PhD Thesis
August 2018
(Paper)

Li Zhang, Bing Li, Ulf Schlichtmann
Timing with Virtual Signal Synchronization for Circuit Performance and Netlist Security
In: IEEE Computer Society Annual Symposium on VLSI (ISVLSI)
July 2018
(Paper) (Slides) (BibTex)

Li Zhang, Bing Li, Masanori Hashimoto, Ulf Schlichtmann
VirtualSync: Timing Optimization by Synchronizing Logic Waves with Sequential and Combinational Components as Delay Units
In: ACM/IEEE Design Automation Conference (DAC)
June 2018
(Paper) (Slide) (BibTex)

Li Zhang, Bing Li, Bei Yu, David Z. Pan, Ulf Schlichtmann
TimingCamouflage: Improving Circuit Security against Counterfeiting by Unconventional Timing
In: Design, Automation and Test in Europe (DATE)
March 2018
(Paper) (Slides) (BibTex)

Li Zhang, Bing Li, Jinglan Liu, Yiyu Shi, Ulf Schlichtmann
Design-Phase Buffer Allocation for Post-Silicon Clock Binning by Iterative Learning
IEEE Transactions on Computer-Aided Design of Integrated Circuits and Systems 37(2), 392--405
February 2018
(Paper) (BibTex)

Baris Yigit, Li Zhang, Bing Li, Yiyu Shi, Ulf Schlichtmann
Application of Machine Learning Methods in Post‐Silicon Yield Improvement
In: IEEE International System on Chip Conference (SOCC)
September 2017

Li Zhang, Bing Li, Ulf Schlichtmann
PieceTimer: a holistic timing analysis framework considering setup/hold time interdependency a piecewise model
In: IEEE/ACM International Conference on Computer-Aided Design (ICCAD)
November 2016
(Paper) (Slides) (BibTeX)

Li Zhang, Bing Li, Ulf Schlichtmann
EffiTest: Efficient delay test and statistical prediction for configuring post-silicon tunable buffers
In: ACM/IEEE Design Automation Conference (DAC)
June 2016
Best Paper Award Nomination
(Paper) (Slides) (BibTeX)

Li Zhang, Alexandra Listl, Bing Li, Ulf Schlichtmann
Effizienter Verzögerungstest zur Optimierung der Taktfrequenz einer Schaltung durch nach der Fertigung konfigurierbare Puffer
In: edaWorkshop
May 2016

Li Zhang, Bing Li, Ulf Schlichtmann
Sampling-based buffer insertion for post-silicon yield improvement under process variability
In: Design, Automation and Test in Europe (DATE)
March 2016
(Paper) (BibTeX)