Hi, I’m Meng Li

• [11/2018] I will serve in the technical program committee in HOST 2019.
• [11/2018] Two papers on hotspot detection are accepted by ASPDAC 2019 and DATE 2019. Cheers!
• [09/2018] I joined Facebook working on energy-efficient deep learning acceleration.
• [08/2018] I successfully defended my dissertation. Cheers!
• [06/2018] Our work with Kaveh Shamsi and Prof. Yier Jin from UFL on TimingSAT: Decamouflaging Timing-based Obfuscation is accepted by ITC 2018. Cheers!
• [06/2018] Our work with Prof. Bei Yu from CUHK on Split Manufacturing is accepted by TCAD. This is an extension based on our ASPDAC 2018 paper. Cheers!
• [06/2018] Our collaborative work with Kaveh Shamsi and Prof. Yier Jin from University of Florida on the approximation resiliency of logic obfuscation is accepted by TIFS. This is an extension based on our HOST 2017 paper. Cheers!
• [05/2018] Our collaborative work with Kaveh Shamsi and Prof. Yier Jin from University of Florida on logic locking win best paper award in GLSVLSI 2018. Cheers!
• [05/2018] I received the first place in the ACM Student Research Competition and I was invited to ACM Award Banquet. Cheers!
• [02/2018] Our paper on Cross-Lock: Dense Layout-Level Interconnect Locking using Cross-bar Architectures will appear at GLSVLSI 2018. This is a collaborative work with Kaveh Shamsi and Prof. Yier Jin from University of Florida.
• [01/2018] I received the Best Poster (Presentation) Award at ASPDAC Student Research Forum organized by ACM SIGDA in ASPDAC 2018. Cheers!

• Best Paper Award - by ACM GLSVLSI 2018
• First place at ACM Student Research Competition - by ACM 2018
• Best Poster (Presentation) Award at ASPDAC Student Research Forum - by ACM SIGDA 2018
• Gold Medal at Design Automation Student Research Competition - by ACM SIGDA 2017
• Best Paper Award - by HOST 2017
• Cockrell School Graduate Student Fellowship - by University of Texas at Austin 2013
• Pacemaker to Merit Student - by Peking University 2012
• Merit Student - by Peking University 2012
• Yang Fuqing and Wang Yangyuan Academician Scholarship - by Peking University 2011
• Li Yanhong Baidu Scholarship - by Peking University 2010

Preprint

• [P3] A Synergistic Framework for Hardware IP Privacy and Integrity Protection
  • Preprint
  • Meng Li and David Z. Pan
  • ACM Student Research Competition Grand Final, 2018 (Gold Metal in Graduate Category)

• [P2] Federated Learning with Non-IID Data
  • Preprint
  • Yue Zhao, Meng Li, Liangzhen Lai, Naveen Suda, Damon Civin and Vikas Chandra
  • arXiv, 2018

• [P1] PrivyNet: A Flexible Framework for Privacy-Preserving Deep Neural Network Training with A Fine-Grained Privacy Control
  • Preprint
  • Meng Li, Liangzhen Lai, Naveen Suda, Vikas Chandra and David Z. Pan
  • arXiv, 2017

2019

• [C24] Litho-GPA: Gaussian Process Assurance for Lithography Hotspot Detection
  • Preprint
  • Wei Ye, Mohamed Baker Alawieh, Meng Li, Yibo Lin, and David Z. Pan
  • IEEE/ACM Design, Automation and Test in Europe (DATE), Florence, Italy, Mar. 25-29, 2019
• [C23] LithoROC: Lithography Hotspot Detection with Explicit ROC Optimization
  • Preprint
  • Wei Ye, Yibo Lin, Meng Li, Qiang Liu, and David Z. Pan
  • IEEE/ACM Asia and South Pacific Design Automation Conference (ASPDAC), Tokyo, Japan, Jan. 21-24, 2019

2018

• [J10] Data Efficient Lithography Modeling with Transfer Learning and Active Data Selection
  • Preprint
  • Yibo Lin, Meng Li, Yuki Watanabe, Taiki Kimura, Tetsuaki Matsunawa, Shigeki Nojima, and David Z. Pan
  • IEEE Transactions on Computer-Aided Design of Integrated Circuits and Systems (TCAD), 2018
• [J9] A Practical Split Manufacturing Framework for Trojan Prevention via Simultaneous Wire Lifting and Cell Insertion
  • Preprint
  • Meng Li, Bei Yu, Yibo Lin, Xiaoqing Xu, Wuxi Li and David Z. Pan
  • IEEE Transactions on Computer-Aided Design of Integrated Circuits and Systems (TCAD), 2018
• [J8] On the Approximation Resiliency of Logic Locking and IC Camouflaging Schemes
  • Preprint
  • Kaveh Shamsi, Travis Meade, Meng Li, David Z. Pan and Yier Jin
  • IEEE Transactions on Information Forensics and Security (TIFS), 2018
• [J7] UTPlaceF 2.0: A High-Performance Clock-Aware FPGA Placement Engine
  • Preprint
  • Wuxi Li, Yibo Lin, Meng Li, Shounak Dhar and David Z. Pan
  • ACM Transactions on Design Automation of Electronic Systems (TODAES), 2018
• [J6] Provably Secure Camouflaging Strategy for IC Protection
  • Preprint
  • Meng Li, Kaveh Shamsi, Travis Meade, Zheng Zhao, Bei Yu, Yier Jin and David Z. Pan
  • IEEE Transactions on Computer-Aided Design of Integrated Circuits and Systems (TCAD) , 2018




• [C22] Hardware-software Co-design of Slimmed Optical Neural Networks
  • Preprint
  • Zheng Zhao, Derong Liu, Meng Li, Zhoufeng Ying, Biying Xu, Lu Zhang, Bei Yu, Ray T. Chen and David Z. Pan
  • IEEE/ACM Asia and South Pacific Design Automation Conference (ASPDAC), Tokyo, Japan, Jan. 21 - 24, 2019
• [C21] TimingSAT: Decamouflaging Timing-based Logic Obfuscation
  • Preprint
  • Meng Li, Kaveh Shamsi, Yier Jin and David Z. Pan
  • IEEE International Testing Conference, Phoenix, Az, USA, Oct 28 - Nov 2, 2018
• [C20] Cross-Lock: Dense Layout-Level Interconnect Locking using Cross-bar Architectures
  • Preprint
  • Kaveh Shamsi, Meng Li, David Z. Pan and Yier Jin
  • ACM Great Lakes Symposium on VLSI (GLSVLSI), Chicago, IL, USA, May 23-25, 2018
• [C19] Power Grid Reduction by Sparse Convex Optimization
  • Preprint
  • Wei Ye, Meng Li, Kai Zhong, Bei Yu and David Z. Pan
  • International Symposium on Physical Design (ISPD) , Monterey, California, USA, Mar. 25-28, 2018
• [C18] Data Efficient Lithography Modeling with Residual Neural Network and Transfer Learning
  • Preprint
  • Yibo Lin, Yuki Watanabe, Taiki Kimura, Tetsuaki Matsunawa, Shigeki Nojima, Meng Li and David Z. Pan
  • International Symposium on Physical Design (ISPD) , Monterey, California, USA, Mar. 25-28, 2018
• [C17] Layout-Dependent Aging Mitigation for Critical Path Timing
  • Preprint
  • Che-Lun Hsu, Shaofeng Guo, Yibo Lin, Xiaoqing Xu, Meng Li, Runsheng Wang, Ru Huang and David Z. Pan
  • Asia and South Pacific Design Automation Conference (ASPDAC), Jeju Island, Korea, Jan. 22-25, 2018
• [C16] A Practical Split Manufacturing Framework for Trojan Prevention via Simultaneous Wire Lifting and Cell Insertion
  • Preprint
  • Meng Li, Bei Yu, Yibo Lin, Xiaoqing Xu, Wuxi Li and David Z. Pan
  • Asia and South Pacific Design Automation Conference (ASPDAC), Jeju Island, Korea, Jan. 22-25, 2018

2017

• [J5] Layout Synthesis for Topological Quantum Circuits with 1D and 2D Architectures
  • Preprint
  • Yibo Lin, Bei Yu, Meng Li and David Z. Pan
  • IEEE Transactions on Computer-Aided Design of Integrated Circuits and Systems (TCAD), 2017
• [J4] SD-PUF: Spliced Digital Physical Unclonable Function
  • Preprint
  • Jin Miao, Meng Li, Subhendu Roy, Yuzhe Ma and Bei Yu
  • IEEE Transactions on Computer-Aided Design of Integrated Circuits and Systems (TCAD), 2017
• [J3] Sub-Resolution Assist Feature Generation with Supervised Data Learning
  • Preprint
  • Xiaoqing Xu, Yibo Lin, Meng Li, Tetsuaki Matsunawa, Shigeki Nojima, Chikaaki Kodama, Toshiya Kotani and David Z. Pan
  • IEEE Transactions on Computer-Aided Design of Integrated Circuits and Systems (TCAD), 2017
• [J2] Redundant Local-Loop Insertion for Unidirectional Routing
  • Preprint
  • Xiaoqing Xu, Yibo Lin, Meng Li, Jiaojiao Ou, Brian Cline and David Z. Pan
  • IEEE Transactions on Computer-Aided Design of Integrated Circuits and Systems (TCAD), 2017




• [C15] UTPlaceF 3.0: A Parallelization Framework for Modern FPGA Global Placement
  • Preprint
  • Wuxi Li, Meng Li, Jiajun Wang and David Z. Pan
  • IEEE/ACM International Conference on Computer-Aided Design (ICCAD), Irvine, CA, Nov. 13-16, 2017 (invited)
• [C14] Cross-level Monte Carlo Framework for System Vulnerability Evaluation against Fault Attack
  • Preprint
  • Meng Li, Liangzhen Lai, Vikas Chandra and David Z. Pan
  • IEEE/ACM Design Automation Conference (DAC), Austin, TX, Jun. 18-22, 2017
• [C13] Cyclic Obfuscation for Creating SAT-Unresolvable Circuits
  • Preprint
  • Kaveh Shamsi, Meng Li, Travis Meade, Zheng Zhao, David Z. Pan and Yier Jin
  • ACM Great Lakes Symposium on VLSI (GLSVLSI), Banff, Alberta, Canada, May 10-12, 2017
• [C12] Circuit Obfuscation and Oracle-guided Attacks: Who Can Prevail?
  • Preprint
  • Kaveh Shamsi, Meng Li, Travis Meade, Zheng Zhao, David Z. Pan and Yier Jin
  • ACM Great Lakes Symposium on VLSI (GLSVLSI), Banff, Alberta, Canada, May 10-12, 2017 (invited)
• [C11] AppSAT: Approximately Deobfuscating Integrated Circuits
  • Preprint
  • Kaveh Shamsi, Meng Li, Travis Meade, Zheng Zhao, David Z. Pan and Yier Jin
  • IEEE International Symposium on Hardware Oriented Security and Trust (HOST), McLean, VA, May 1-4, 2017 (best paper award)

2016

• [C10] Provably Secure Camouflaging Strategy for IC Protection
  • Preprint
  • Meng Li, Kaveh Shamsi, Travis Meade, Zheng Zhao, Bei Yu, Yier Jin and David Z. Pan
  • IEEE/ACM International Conference on Computer-Aided Design (ICCAD), Austin, TX, Nov. 7-10, 2016
• [C9] LRR-DPUF: Learning Resilient and Reliable Digital Physical Unclonable Function
  • Preprint
  • Jin Miao, Meng Li, Subhendu Roy and Bei Yu
  • IEEE/ACM International Conference on Computer-Aided Design (ICCAD), Austin, TX, Nov. 7-10, 2016
• [C8] Proxy-Guided Load Balancing of Graph Processing Workloads on Heterogeneous Clusters
  • Preprint
  • Shuang Song, Meng Li, Xinnian Zheng, Jee Ho Ryoo, Reena Panda, Michael LeBeane, Andreas Gerstlauer and Lizy K. John
  • IEEE International Conference on Parallel Processing (ICPP), Philadelphia, PA, Aug. 16-19, 2016
• [C7] A Monte Carlo Simulation Flow for SEU Analysis of Sequential Circuits
  • Preprint
  • Meng Li, Ye Wang and Michael Orshansky
  • IEEE/ACM Design Automation Conference (DAC), Austin, TX, Jun. 5-9, 2016
• [C6] Practical Public PUF Enabled by Solving Max-Flow Problem on Chip
  • Preprint
  • Meng Li, Jin Miao, Kai Zhong and David Z. Pan
  • IEEE/ACM Design Automation Conference (DAC), Austin, TX, Jun. 5-9, 2016

2015

• [C5] Design Optimization of a Strong PUF Based on Nonlinearity of MOSFET Subthreshold Operation
  • Xiaodan Xi, Meng Li, Jaeyoung Park and Michael Orshansky
  • SRC Techcon, Austin, TX, Sept. 20-22, 2015
• [C4] Novel Power Grid Reduction Method based on L1 Regularization
  • Preprint
  • Ye Wang, Meng Li, Xinyang Yi, Zhao Song, Michael Orshansky and Constantine Caramanis
  • IEEE/ACM Design Automation Conference (DAC), San Francisco, CA, Jun. 7-11, 2015

2014

• [C3] An End-to-End SEU Simulation Platform
  • Meng Li, Yuan Yi, Derek Chiou and Michael Orshansky
  • SRC Techcon, Austin, Tx, Sept. 20-22, 2014

2013

• [J1] Characterization of Random Telegraph Noise in Scaled High-k/Metal-Gate MOSFETs with SiO2/HfO2 Gate Dielectrics
  • Preprint
  • Meng Li, Runsheng Wang, Jibin Zou and Ru Huang
  • ECS Transactions, vol. 52, issue 1, pp. 941-946, 2013




• [C2] Impact of Cycle-to-Cycle Variation Effects on the Prediction of NBTI Degradation and the Resulted Dynamic Variations in high-k MOSFETs
  • Preprint
  • Pengpeng Ren, Changze Liu, Runsheng Wang, Meng Li, Yangyuan Wang and Ru Huang
  • International Symposium on VLSI Technology, Systems, and Applications (VLSI-TSA), Hsinchu, Taiwan, Apr. 22-24, 2013

2012

• [C1] Investigation on the Correlation Between Line-Edge-Roughness (LER) and Line-Width-Roughness (LWR) in Nanoscale CMOS Technology
  • Preprint
  • Xiaobo Jiang, Meng Li, Runsheng Wang, Jiang Chen and Ru Huang
  • International Conference on Solid-State and Integrated Circuit Technology (ICSICT), Xian, Shanxi, Oct.29 - Nov. 1, 2012

• meng_li@utexas.edu
• EER, UT Austin
  Austin, TX 78712