Xin Li
Professor in the Department of Electrical and Computer Engineering
Prof. Xin Li received the Ph.D. degree in Electrical and Computer Engineering from Carnegie Mellon University, Pittsburgh, Pennsylvania, in 2005, and the M.S. and B.S. degrees in Electronics Engineering from Fudan University, Shanghai, China, in 2001 and 1998, respectively.
In 2005, he co-founded Xigmix Inc. to commercialize his PhD research, and served as the Chief Technical Officer until the company was acquired by Extreme DA in 2007. In 2011, Extreme DA was further acquired by Synopsis (Nasdaq: SNPS). From 2009 to 2012, he was the Assistant Director for FCRP Focus Research Center for Circuit & System Solutions (C2S2), a national consortium of 13 research universities (CMU, MIT, Stanford, Berkeley, UIUC, UMich, Columbia, UCLA, among others) chartered by the U.S. semiconductor industry and U.S. Department of Defense to work on next-generation integrated circuit design challenges. From 2014 to 2015, he was the Assistant Director for the Center for Silicon System Implementation (CSSI), a CMU research center with 20 faculty members working on integrated circuits and systems. His research interests include integrated circuit, signal processing and data analytics.
He was an Associate Editor of IEEE Trans. on Biomedical Engineering (TBME), IEEE Trans. on Computer-Aided Design of Integrated Circuits and Systems (TCAD), ACM Trans. on Design Automation of Electronic Systems (TODAES), IEEE Design & Test (D&T), and Journal of Low Power Electronics (JOLPE). He was the Guest Editor for IEEE TCAD, IEEE TNANO, IEEE TBD, IEEE D&T, IEEE JETCAS, ACM TCPS, ACM JETC and VLSI Integration. He served on the Executive Committee of ACM Special Interest Group on Design Automation (SIGDA), IEEE Systems, Man, and Cybernetics Society Technical Committee on Cybernetics for Cyber-Physical Systems (TCCCPS), and IEEE Computer Society Technical Committee on VLSI (TCVLSI). He was the General Chair of ISVLSI, iNIS and FAC, and the Technical Program Chair of CAD/Graphics. He also served on the ACM/SIGDA Outstanding PhD Dissertation Award Selection Committee, the IEEE TTTC E. J. McCluskey Best Doctoral Thesis Selection Committee, the IEEE Outstanding Young Author Award Selection Committee, the Executive Committee of ISVLSI, GLSVLSI and iNIS, and the Technical Program Committee of DAC, ICCAD, ITC, ISVLSI, FAC, CAD/Graphics, ASICON and VLSI. He received the NSF Faculty Early Career Development Award (CAREER) in 2012, two IEEE Donald O. Pederson Best Paper Awards in 2013 and 2016, the Best Paper Award from Design Automation Conference (DAC) in 2010, two IEEE/ACM William J. McCalla ICCAD Best Paper Awards in 2004 and 2011, and the Best Paper Award from International Symposium on Integrated Circuits (ISIC) in 2014. In addition to these awards, he also received six Best Paper Nominations from Design Automation Conference (DAC), International Conference on Computer-Aided Design (ICCAD) and Custom Integrated Circuits Conference (CICC).
Current Research Interests
Current Appointments & Affiliations
- Professor in the Department of Electrical and Computer Engineering, Electrical and Computer Engineering, Pratt School of Engineering 2017
Contact Information
- 130 Hudson Hall, Box 90291, Durham, NC 27708
- 2529 CIEMAS Building, Durham, NC 27708
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xinli.ece@duke.edu
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Li Research Group
- Background
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Education, Training, & Certifications
- Ph.D., Carnegie Mellon University 2005
- MR, Fudan University (China) 2001
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Previous Appointments & Affiliations
- Director of Institute of Applied Physical Sciences and Engineering at Duke Kunshan University, DKU Faculty, Duke Kunshan University 2017 - 2022
- Director of Master of Engineering Program in Electrical and Computer Engineering at Duke Kunshan University, DKU Faculty, Duke Kunshan University 2017 - 2022
- Professor of Electrical and Computer Engineering at Duke Kunshan University, DKU Faculty, Duke Kunshan University 2017 - 2022
- Director of Data Science Research Center at Duke Kunshan University, DKU Faculty, Duke Kunshan University 2017 - 2022
- Associate Dean for Research at Duke Kunshan University, DKU Faculty, Duke Kunshan University 2019 - 2022
- Director of Data Science Research Center at Duke Kunshan University, DKU Faculty, Duke Kunshan University 2017 - 2019
- Professor of Electrical and Computer Engineering at Duke Kunshan University, DKU Faculty, Duke Kunshan University 2017 - 2019
- Adjunct Professor in the Department of Electrical and Computer Engineering, Electrical and Computer Engineering, Pratt School of Engineering 2016
- Recognition
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In the News
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OCT 26, 2018 Pratt School of Engineering -
MAR 5, 2018 Pratt School of Engineering -
OCT 7, 2016 Pratt School of Engineering
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Awards & Honors
- Fellow. Institute of Electrical and Electronics Engineers. 2017
- Best Paper Nomination. Design Automation Conference. 2016
- IEEE Donald O. Pederson Best Paper Award. IEEE Council on EDA. 2016
- Best Paper Nomination. Design Automation Conference. 2015
- Best Paper Award. International Symposium on Integrated Circuits. 2014
- Best Paper Nomination. Design Automation Conference. 2014
- Best Paper Nomination. International Conference on Computer-Aided Design. 2014
- IEEE Donald O. Pederson Best Paper Award. IEEE Council on EDA. 2013
- NSF CAREER Award. NSF. 2012
- IEEE/ACM William J. McCalla ICCAD Best Paper Award. IEEE/ACM. 2011
- Best Paper Award. Design Automation Conference. 2010
- Senior Member. Institute of Electrical and Electronics Engineers. 2010
- Winner of Data Analysis Competition. International Conference on Biomagnetism. 2010
- Best Paper Nomination. Design Automation Conference. 2006
- IEEE/ACM William J. McCalla ICCAD Best Paper Award. IEEE/ACM. 2004
- Expertise
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Global Scholarship
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Expertise
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- Research
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Selected Grants
- IUCRC Proposal Phase 1 Duke: Center for Alternative Sustainable and Intelligent Computing (ASIC) awarded by National Science Foundation 2018 - 2023
- SHF: Small: Fast Sign-Off of Machine Learning Systems: From Circuit-Level Modeling to Statistical System Validation awarded by National Science Foundation 2018 - 2022
- SHF: Small: Re-thinking Polynomial Programming: Efficient Design and Optimization of Resilient Analog/RF Integrated Systems by Convexification awarded by National Science Foundation 2017 - 2019
- Planning IUCRC Duke University: Center for Alternative Sustainable and Intelligent Computing awarded by National Science Foundation 2017 - 2018
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External Relationships
- Chongqing University of Technology
- ConvertLab
- Donghua University
- East China Normal University
- Elsevier
- Fudan University
- Ivo Artificial Intelligence Technology
- R&B Smart Devices
- Singapore Institute of Manufacturing Technology
- Springer Publishing Company
- Tsinghua University
- X&L Holding
- Publications & Artistic Works
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Selected Publications
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Books
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Elfadel, I. A. M., D. S. Boning, and X. Li. Machine Learning in VLSI Computer-Aided Design, 2019. https://doi.org/10.1007/978-3-030-04666-8.Full Text
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Academic Articles
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Tao, J., H. Yu, Y. Su, D. Zhou, X. Zeng, and X. Li. “Correlated Rare Failure Analysis via Asymptotic Probability Evaluation.” Ieee Transactions on Computer Aided Design of Integrated Circuits and Systems 41, no. 4 (April 1, 2022): 813–26. https://doi.org/10.1109/TCAD.2021.3073075.Full Text
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Gao, Z., J. Tao, Y. Su, D. Zhou, X. Zeng, and X. Li. “Fast Statistical Analysis of Rare Failure Events with Truncated Normal Distribution in High-Dimensional Variation Space.” Ieee Transactions on Computer Aided Design of Integrated Circuits and Systems 41, no. 3 (March 1, 2022): 789–93. https://doi.org/10.1109/TCAD.2021.3068107.Full Text
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Liu, M., X. Li, K. Chakrabarty, and X. Gu. “Knowledge Transfer in Board-Level Functional Fault Diagnosis Enabled by Domain Adaptation.” Ieee Transactions on Computer Aided Design of Integrated Circuits and Systems 41, no. 3 (March 1, 2022): 762–75. https://doi.org/10.1109/TCAD.2021.3065919.Full Text
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Gao, Z., F. Wang, J. Tao, Y. Su, X. Zeng, and X. Li. “Correlated Bayesian Model Fusion: Efficient High-Dimensional Performance Modeling of Analog/RF Integrated Circuits over Multiple Corners.” Ieee Transactions on Computer Aided Design of Integrated Circuits and Systems, January 1, 2022. https://doi.org/10.1109/TCAD.2022.3174170.Full Text
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Nguyen, C., X. Li, and S. Blanton. “Correlated Bayesian Co-training for Virtual Metrology.” Ieee Transactions on Semiconductor Manufacturing, January 1, 2022. https://doi.org/10.1109/TSM.2022.3217350.Full Text
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Pan, R., X. Li, and K. Chakrabarty. “Unsupervised Two-Stage Root-Cause Analysis with Transfer Learning for Integrated Systems.” Ieee Transactions on Computer Aided Design of Integrated Circuits and Systems, January 1, 2022. https://doi.org/10.1109/TCAD.2022.3176998.Full Text
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Wu, K., N. Guo, F. Li, N. Zhu, J. Tao, and X. Li. “Efficient Statistical Parameter Extraction for Modeling MOSFET Mismatch.” Ieee Transactions on Computer Aided Design of Integrated Circuits and Systems, January 1, 2022. https://doi.org/10.1109/TCAD.2022.3204716.Full Text
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Zhao, S., Z. Zhu, X. Li, and Y. C. Chen. “Robust Wafer Classification with Imperfectly Labeled Data Based on Self-boosting Co-teaching.” Ieee Transactions on Computer Aided Design of Integrated Circuits and Systems, January 1, 2022. https://doi.org/10.1109/TCAD.2022.3218239.Full Text
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Cao, K., S. Hu, Y. Shi, A. W. Colombo, S. Karnouskos, and X. Li. “A Survey on Edge and Edge-Cloud Computing Assisted Cyber-Physical Systems.” Ieee Transactions on Industrial Informatics 17, no. 11 (November 1, 2021): 7806–19. https://doi.org/10.1109/TII.2021.3073066.Full Text
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Hu, S., Y. Shi, A. Colombo, S. Karnouskos, and X. Li. “Guest Editorial: Cloud-Edge Computing for Cyber-Physical Systems and Internet of Things.” Ieee Transactions on Industrial Informatics 17, no. 11 (November 1, 2021): 7802–5. https://doi.org/10.1109/TII.2021.3064881.Full Text
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Liu, M., F. Ye, X. Li, K. Chakrabarty, and X. Gu. “Board-Level Functional Fault Identification Using Streaming Data.” Ieee Transactions on Computer Aided Design of Integrated Circuits and Systems 40, no. 9 (September 1, 2021): 1920–33. https://doi.org/10.1109/TCAD.2020.3031865.Full Text
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Li, M., H. Xu, X. Huang, Z. Song, X. Liu, and X. Li. “Facial Expression Recognition with Identity and Emotion Joint Learning.” Ieee Transactions on Affective Computing 12, no. 2 (April 1, 2021): 544–50. https://doi.org/10.1109/TAFFC.2018.2880201.Full Text
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Pan, R., Z. Zhang, X. Li, K. Chakrabarty, and X. Gu. “Black-Box Test-Cost Reduction Based on Bayesian Network Models.” Ieee Transactions on Computer Aided Design of Integrated Circuits and Systems 40, no. 2 (February 1, 2021): 386–99. https://doi.org/10.1109/TCAD.2020.2994257.Full Text
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Hu, S., X. Li, H. He, S. Cui, and M. Parashar. “Big Data for Cyber-Physical Systems.” Ieee Transactions on Big Data 6, no. 4 (December 1, 2020): 606–8. https://doi.org/10.1109/TBDATA.2020.3033101.Full Text
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Peng, F., H. Yu, J. Tao, Y. Su, D. Zhou, X. Zeng, and X. Li. “Efficient Statistical Analysis for Correlated Rare Failure Events via Asymptotic Probability Approximation.” Ieee Transactions on Computer Aided Design of Integrated Circuits and Systems 39, no. 12 (December 1, 2020): 4971–84. https://doi.org/10.1109/TCAD.2020.2979804.Full Text
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Gao, Z., J. Tao, Y. Su, D. Zhou, X. Zeng, and X. Li. “Efficient Rare Failure Analysis over Multiple Corners via Correlated Bayesian Inference.” Ieee Transactions on Computer Aided Design of Integrated Circuits and Systems 39, no. 10 (October 1, 2020): 2029–41. https://doi.org/10.1109/TCAD.2019.2949524.Full Text
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Nguyen, C. M., X. Li, and R. D. S. Blanton. “Partial Bayesian Co-training for Virtual Metrology.” Ieee Transactions on Industrial Informatics 16, no. 5 (May 1, 2020): 2937–45. https://doi.org/10.1109/TII.2019.2903718.Full Text
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Pan, R., J. Tao, Y. Su, D. Zhou, X. Zeng, and X. Li. “Analog/RF post-silicon tuning via Bayesian optimization.” Acm Transactions on Design Automation of Electronic Systems 25, no. 1 (December 1, 2019). https://doi.org/10.1145/3365577.Full Text
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Seo, J. S., Y. Cao, X. Li, and P. Whatmough. “Guest editors’ introduction: Hardware and algorithms for energy-constrained on-chip machine learning (part 2).” Acm Journal on Emerging Technologies in Computing Systems 15, no. 4 (December 1, 2019). https://doi.org/10.1145/3359336.Full Text
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Feng, X., Y. Jiang, X. Yang, M. Du, and X. Li. “Computer vision algorithms and hardware implementations: A survey.” Integration 69 (November 1, 2019): 309–20. https://doi.org/10.1016/j.vlsi.2019.07.005.Full Text
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Tao, J., Y. Su, D. Zhou, X. Zeng, and X. Li. “Graph-Constrained Sparse Performance Modeling for Analog Circuit Optimization via SDP Relaxation.” Ieee Transactions on Computer Aided Design of Integrated Circuits and Systems 38, no. 8 (August 1, 2019): 1385–98. https://doi.org/10.1109/TCAD.2018.2848590.Full Text
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Seo, J. S., Y. Cao, X. Li, and P. Whatmough. “Guest editors' introduction to the special section on hardware and algorithms for energy-constrained on-chip machine learning.” Acm Journal on Emerging Technologies in Computing Systems 15, no. 2 (June 1, 2019). https://doi.org/10.1145/3322433.Full Text
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Saragadam, Vishwanath, Xin Li, and Aswin C. Sankaranarayanan. “Cross-Scale Predictive Dictionaries.” Ieee Transactions on Image Processing : A Publication of the Ieee Signal Processing Society 28, no. 2 (February 2019): 803–14. https://doi.org/10.1109/tip.2018.2869719.Full Text
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Alawieh, M. B., F. Wang, and X. Li. “Efficient hierarchical performance modeling for analog and mixed-signal circuits via Bayesian co-learning.” Ieee Transactions on Computer Aided Design of Integrated Circuits and Systems 37, no. 12 (December 1, 2018): 2986–98. https://doi.org/10.1109/TCAD.2018.2789778.Full Text
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Jun, M., R. Negi, S. Yin, M. Alawieh, F. Wang, M. Sunny, T. Mukherjee, and X. Li. “Environment-Adaptable Fast Multi-Resolution (EAF-MR) optimization in large-scale RF-FPGA systems.” Eurasip Journal on Wireless Communications and Networking 2018, no. 1 (December 1, 2018). https://doi.org/10.1186/s13638-018-1042-4.Full Text
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Zhu, Q., A. Sangiovanni-Vincentelli, S. Hu, and X. Li. “Design Automation for Cyber-Physical Systems [Scanning the Issue].” Proceedings of the Ieee 106, no. 9 (September 1, 2018): 1479–83. https://doi.org/10.1109/JPROC.2018.2865229.Full Text
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Liu, Y., X. Chen, D. Kadambi, A. Bari, X. Li, S. Hu, and P. Zhou. “Dependable visual light-based indoor localization with automatic anomaly detection for location-based service of mobile cyber-physical systems.” Acm Transactions on Cyber Physical Systems 3, no. 1 (August 1, 2018). https://doi.org/10.1145/3162051.Full Text
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Cao, Y., X. Li, J. S. Seo, and G. Dasika. “Guest editors' introduction: Frontiers of hardware and algorithms for on-chip learning.” Acm Journal on Emerging Technologies in Computing Systems 14, no. 2 (July 1, 2018). https://doi.org/10.1145/3205944.Full Text
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Xue, Y., X. Li, and R. D. Blanton. “Improving Diagnostic Resolution of Failing ICs Through Learning.” Ieee Transactions on Computer Aided Design of Integrated Circuits and Systems 37, no. 6 (June 1, 2018): 1288–97. https://doi.org/10.1109/TCAD.2016.2611499.Full Text
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Alawieh, M. B., F. Wang, and X. Li. “Identifying wafer-level systematic failure patterns via unsupervised learning.” Ieee Transactions on Computer Aided Design of Integrated Circuits and Systems 37, no. 4 (April 1, 2018): 832–44. https://doi.org/10.1109/TCAD.2017.2729469.Full Text
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Shi, W., M. B. Alawieh, X. Li, and H. Yu. “Algorithm and hardware implementation for visual perception system in autonomous vehicle: A survey.” Integration, the Vlsi Journal 59 (September 1, 2017): 148–56. https://doi.org/10.1016/j.vlsi.2017.07.007.Full Text
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Li, X., J. Liu, S. Chen, S. Zhang, B. Deng, T. Xiao, Y. Sun, and Y. Chen. “Process optimization of inductively coupled plasma etching for large aspect ratio silicon nanopillars.” Qiangjiguang Yu Lizishu/High Power Laser and Particle Beams 29, no. 7 (July 1, 2017). https://doi.org/10.11884/HPLPB201729.170028.Full Text
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Albalawi, H., Y. Li, and X. Li. “Training fixed-point classifiers for on-chip low-power implementation.” Acm Transactions on Design Automation of Electronic Systems 22, no. 4 (June 1, 2017). https://doi.org/10.1145/3057275.Full Text
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Zeng, W., H. Zhu, X. Zeng, D. Zhou, R. Liu, and X. Li. “C-YES: An Efficient Parametric Yield Estimation Approach for Analog and Mixed-Signal Circuits Based on Multicorner-Multiperformance Correlations.” Ieee Transactions on Computer Aided Design of Integrated Circuits and Systems 36, no. 6 (June 1, 2017): 899–912. https://doi.org/10.1109/TCAD.2016.2613927.Full Text
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Mohanty, S. P., X. Li, H. Li, and Y. Cao. “Guest Editorial Special Issue on Nanoelectronic Devices and Circuits for Next Generation Sensing and Information Processing.” Ieee Transactions on Nanotechnology 16, no. 3 (May 1, 2017): 383–86. https://doi.org/10.1109/TNANO.2017.2680420.Full Text
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Shi, W., X. Li, Z. Yu, and G. Overett. “An FPGA-Based Hardware Accelerator for Traffic Sign Detection.” Ieee Transactions on Very Large Scale Integration (Vlsi) Systems 25, no. 4 (April 1, 2017): 1362–72. https://doi.org/10.1109/TVLSI.2016.2631428.Full Text
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Wang, Yuhao, Xin Li, Kai Xu, Fengbo Ren, and Hao Yu. “Data-Driven Sampling Matrix Boolean Optimization for Energy-Efficient Biomedical Signal Acquisition by Compressive Sensing.” Ieee Transactions on Biomedical Circuits and Systems 11, no. 2 (April 2017): 255–66. https://doi.org/10.1109/tbcas.2016.2597310.Full Text
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Blanton, R. D. S., F. Wang, C. Xue, P. K. Nag, Y. Xue, and X. Li. “DFM evaluation using IC diagnosis data.” Ieee Transactions on Computer Aided Design of Integrated Circuits and Systems 36, no. 3 (March 1, 2017): 463–74. https://doi.org/10.1109/TCAD.2016.2587283.Full Text
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Liu, X., S. Sun, X. Li, H. Qian, and P. Zhou. “Machine Learning for Noise Sensor Placement and Full-Chip Voltage Emergency Detection.” Ieee Transactions on Computer Aided Design of Integrated Circuits and Systems 36, no. 3 (March 1, 2017): 421–34. https://doi.org/10.1109/TCAD.2016.2611502.Full Text
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Wang, M., C. Yan, X. Li, D. Zhou, and X. Zeng. “High-Dimensional and Multiple-Failure-Region Importance Sampling for SRAM Yield Analysis.” Ieee Transactions on Very Large Scale Integration (Vlsi) Systems 25, no. 3 (March 1, 2017): 806–19. https://doi.org/10.1109/TVLSI.2016.2601606.Full Text
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Cao, Y., X. Li, T. Kim, and S. Gupta. “Guest editors' introduction: Hardware and algorithms for on-chip learning.” Acm Journal on Emerging Technologies in Computing Systems 13, no. 3 (February 1, 2017). https://doi.org/10.1145/3022193.Full Text
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Baker, K., G. Hug, and X. Li. “Energy Storage Sizing Taking Into Account Forecast Uncertainties and Receding Horizon Operation.” Ieee Transactions on Sustainable Energy 8, no. 1 (January 1, 2017): 331–40. https://doi.org/10.1109/TSTE.2016.2599074.Full Text
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Zhang, K., Q. Wu, and X. Li. “Relay participated-new-type building energy management system: An energy-efficient routing scheme for wireless sensor network-based building energy management systems.” International Journal of Distributed Sensor Networks 13, no. 1 (January 1, 2017). https://doi.org/10.1177/1550147716683613.Full Text
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Li, X., S. Hu, and Q. Zhu. “Guest editorial: Special issue on smart homes, buildings and infrastructures.” Acm Transactions on Cyber Physical Systems 1, no. 4 (January 1, 2017). https://doi.org/10.1145/3127020.Full Text
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Liao, C., J. Tao, H. Yu, Z. Tang, Y. Su, D. Zhou, X. Zeng, and X. Li. “Efficient Hybrid Performance Modeling for Analog Circuits Using Hierarchical Shrinkage Priors.” Ieee Transactions on Computer Aided Design of Integrated Circuits and Systems 35, no. 12 (December 1, 2016): 2148–52. https://doi.org/10.1109/TCAD.2016.2543021.Full Text
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Li, X., C. Kashyap, and C. J. Myers. “Guest Editors' Introduction Challenges and Opportunities in Analog/Mixed-Signal CAD.” Ieee Design and Test 33, no. 5 (October 1, 2016): 5–6. https://doi.org/10.1109/MDAT.2016.2594182.Full Text
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Chen, X., L. Wang, B. Li, Y. Wang, X. Li, Y. Liu, and H. Yang. “Modeling Random Telegraph Noise as a Randomness Source and its Application in True Random Number Generation.” Ieee Transactions on Computer Aided Design of Integrated Circuits and Systems 35, no. 9 (September 1, 2016): 1435–48. https://doi.org/10.1109/TCAD.2015.2511074.Full Text
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Ghosh, S., A. Iyengar, S. Motaman, R. Govindaraj, J. W. Jang, J. Chung, J. Park, X. Li, R. Joshi, and D. Somasekhar. “Overview of Circuits, Systems, and Applications of Spintronics.” Ieee Journal on Emerging and Selected Topics in Circuits and Systems 6, no. 3 (September 1, 2016): 265–68. https://doi.org/10.1109/JETCAS.2016.2601310.Full Text
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Ghosh, S., R. V. Joshi, D. Somasekhar, and X. Li. “Guest Editorial Emerging Memories - Technology, Architecture and Applications (Second Issue).” Ieee Journal on Emerging and Selected Topics in Circuits and Systems 6, no. 3 (September 1, 2016): 261–64. https://doi.org/10.1109/JETCAS.2016.2598690.Full Text
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Wang, F., P. Cachecho, W. Zhang, S. Sun, X. Li, R. Kanj, and C. Gu. “Bayesian model fusion: Large-scale performance modeling of analog and mixed-signal circuits by reusing early-stage data.” Ieee Transactions on Computer Aided Design of Integrated Circuits and Systems 35, no. 8 (August 1, 2016): 1255–68. https://doi.org/10.1109/TCAD.2015.2504329.Full Text
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Zhang, K., Z. Feng, and X. Li. “Weight-based link scheduling for convergecast in WirelessHART network.” International Journal of Distributed Sensor Networks 12, no. 7 (July 22, 2016). https://doi.org/10.1177/155014774594183.Full Text
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Ghosh, S., R. V. Joshi, D. Somasekhar, and X. Li. “Guest Editorial Emerging Memories - Technology, Architecture and Applications (First Issue).” Ieee Journal on Emerging and Selected Topics in Circuits and Systems 6, no. 2 (June 1, 2016): 105–8. https://doi.org/10.1109/JETCAS.2016.2571858.Full Text
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Liao, C., J. Tao, X. Zeng, Y. Su, D. Zhou, and X. Li. “Efficient Spatial Variation Modeling of Nanoscale Integrated Circuits Via Hidden Markov Tree.” Ieee Transactions on Computer Aided Design of Integrated Circuits and Systems 35, no. 6 (June 1, 2016): 971–84. https://doi.org/10.1109/TCAD.2015.2481868.Full Text
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Zhao, Y., T. Kim, H. Shin, S. X. D. Tan, X. Li, H. Chen, and H. Wang. “Statistical rare-event analysis and parameter guidance by elite learning sample selection.” Acm Transactions on Design Automation of Electronic Systems 21, no. 4 (May 27, 2016). https://doi.org/10.1145/2875422.Full Text
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Mahzoon, M., C. Li, X. Li, and P. Grover. “Energy-constrained distributed learning and classification by exploiting relative relevance of sensors' data.” Ieee Journal on Selected Areas in Communications 34, no. 5 (May 1, 2016): 1417–30. https://doi.org/10.1109/JSAC.2016.2545381.Full Text
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Baker, K., J. Guo, G. Hug, and X. Li. “Distributed MPC for Efficient Coordination of Storage and Renewable Energy Sources Across Control Areas.” Ieee Transactions on Smart Grid 7, no. 2 (March 1, 2016): 992–1001. https://doi.org/10.1109/TSG.2015.2512503.Full Text
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Tao, J., C. Liao, X. Zeng, and X. Li. “Harvesting Design Knowledge From the Internet: High-Dimensional Performance Tradeoff Modeling for Large-Scale Analog Circuits.” Ieee Transactions on Computer Aided Design of Integrated Circuits and Systems 35, no. 1 (January 1, 2016): 23–36. https://doi.org/10.1109/TCAD.2015.2449240.Full Text
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Zhang, Jinyin, Xin Li, Stephen T. Foldes, Wei Wang, Jennifer L. Collinger, Douglas J. Weber, and Anto Bagić. “Decoding Brain States Based on Magnetoencephalography From Prespecified Cortical Regions.” Ieee Transactions on Bio Medical Engineering 63, no. 1 (January 2016): 30–42. https://doi.org/10.1109/tbme.2015.2439216.Full Text
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Sun, S., X. Li, H. Liu, K. Luo, and B. Gu. “Fast Statistical Analysis of Rare Circuit Failure Events via Scaled-Sigma Sampling for High-Dimensional Variation Space.” Ieee Transactions on Computer Aided Design of Integrated Circuits and Systems 34, no. 7 (July 1, 2015): 1096–1109. https://doi.org/10.1109/TCAD.2015.2404895.Full Text
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Zhu, H., Y. Wang, F. Liu, X. Li, X. Zeng, and P. Feldmann. “Efficient transient analysis of power delivery network with clock/power gating by sparse approximation.” Ieee Transactions on Computer Aided Design of Integrated Circuits and Systems 34, no. 3 (March 1, 2015): 409–21. https://doi.org/10.1109/TCAD.2015.2391256.Full Text
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Wu, P. H., M. P. H. Lin, T. C. Chen, C. F. Yeh, X. Li, and T. Y. Ho. “A novel analog physical synthesis methodology integrating existent design expertise.” Ieee Transactions on Computer Aided Design of Integrated Circuits and Systems 34, no. 2 (February 1, 2015): 199–212. https://doi.org/10.1109/TCAD.2014.2379630.Full Text
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Gu, C., M. Zaheer, and X. Li. “Multiple-population moment estimation: Exploiting interpopulation correlation for efficient moment estimation in analog/mixed-signal validation.” Ieee Transactions on Computer Aided Design of Integrated Circuits and Systems 33, no. 7 (January 1, 2014): 961–74. https://doi.org/10.1109/TCAD.2014.2304929.Full Text
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Plouchart, J. O., B. Parker, B. Sadhu, A. Valdes-Garcia, D. Friedman, M. Sanduleanu, F. Wang, X. Li, and A. Balteanu. “Adaptive circuit design methodology and test applied to millimeter-wave circuits.” Ieee Design and Test 31, no. 6 (January 1, 2014): 8–18. https://doi.org/10.1109/MDAT.2014.2343192.Full Text
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Sun, S., F. Wang, S. Yaldiz, X. Li, L. Pileggi, A. Natarajan, M. Ferriss, et al. “Indirect performance sensing for on-chip self-healing of analog and RF circuits.” Ieee Transactions on Circuits and Systems I: Regular Papers 61, no. 8 (January 1, 2014): 2243–52. https://doi.org/10.1109/TCSI.2014.2333311.Full Text
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Althoff, M., A. Rajhans, B. H. Krogh, S. Yaldiz, X. Li, and L. Pileggi. “Formal verification of phase-locked loops using reachability analysis and continuization.” Communications of the Acm 56, no. 10 (October 22, 2013): 97–104. https://doi.org/10.1145/2507771.2507783.Full Text
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Zhang, W., K. Balakrishnan, X. Li, D. S. Boning, S. Saxena, A. Strojwas, and R. A. Rutenbar. “Efficient spatial pattern analysis for variation decomposition via robust sparse regression.” Ieee Transactions on Computer Aided Design of Integrated Circuits and Systems 32, no. 7 (July 15, 2013): 1072–85. https://doi.org/10.1109/TCAD.2013.2245942.Full Text
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Sadhu, B., M. A. Ferriss, A. S. Natarajan, S. Yaldiz, J. O. Plouchart, A. V. Rylyakov, A. Valdes-Garcia, et al. “Erratum: A linearized, low phase noise VCO based 25 GHz PLL with autonomic biasing (IEEE Journal of Solid-State Circuits (2013) 48:5 (1138-1150)).” Ieee Journal of Solid State Circuits 48, no. 6 (June 5, 2013): 1539. https://doi.org/10.1109/JSSC.2013.2263875.Full Text
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Sadhu, B., M. A. Ferriss, A. S. Natarajan, S. Yaldiz, J. O. Plouchart, A. V. Rylyakov, A. Valdes-Garcia, et al. “A linearized, low-phase-noise VCO-based 25-GHz PLL with autonomic biasing.” Ieee Journal of Solid State Circuits 48, no. 5 (May 1, 2013): 1138–50. https://doi.org/10.1109/JSSC.2013.2252513.Full Text
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Huang, Y., W. Li, S. Hu, R. Xie, X. Li, J. Fu, Y. Sun, et al. “A high-linearity WCDMA/GSM reconfigurable transceiver in 0.13-μm CMOS.” Ieee Transactions on Microwave Theory and Techniques 61, no. 1 (January 1, 2013): 204–17. https://doi.org/10.1109/TMTT.2012.2222913.Full Text
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Kim, Y., J. Kim, J. J. Kong, B. V. K. Vijaya Kumar, and X. Li. “Verify level control criteria for multi-level cell flash memories and their applications Coding and Signal Processing for Non-Volatile Memories.” Eurasip Journal on Advances in Signal Processing 2012, no. 1 (December 1, 2012). https://doi.org/10.1186/1687-6180-2012-196.Full Text
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Sun, S., Y. Feng, C. Dong, and X. Li. “Efficient SRAM failure rate prediction via Gibbs sampling.” Ieee Transactions on Computer Aided Design of Integrated Circuits and Systems 31, no. 12 (November 26, 2012): 1831–44. https://doi.org/10.1109/TCAD.2012.2209884.Full Text
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Zhang, W., X. Li, F. Liu, E. Acar, R. A. Rutenbar, and R. D. Blanton. “Virtual probe: A statistical framework for low-cost silicon characterization of nanoscale integrated circuits.” Ieee Transactions on Computer Aided Design of Integrated Circuits and Systems 30, no. 12 (December 1, 2011): 1814–27. https://doi.org/10.1109/TCAD.2011.2164536.Full Text
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Li, X., J. Fu, Y. Huang, and Z. Hong. “CMOS highly linear direct-conversion transmitter for WCDMA with fine gain accuracy.” Journal of Semiconductors 32, no. 8 (August 1, 2011). https://doi.org/10.1088/1674-4926/32/8/085010.Full Text
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Zhang, Jinyin, Gustavo Sudre, Xin Li, Wei Wang, Douglas J. Weber, and Anto Bagic. “Clustering linear discriminant analysis for MEG-based brain computer interfaces.” Ieee Transactions on Neural Systems and Rehabilitation Engineering : A Publication of the Ieee Engineering in Medicine and Biology Society 19, no. 3 (June 2011): 221–31. https://doi.org/10.1109/tnsre.2011.2116125.Full Text
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Zhang, Jinyin, Gustavo Sudre, Xin Li, Wei Wang, Douglas J. Weber, and Anto Bagic. “Task-related MEG source localization via discriminant analysis.” Annual International Conference of the Ieee Engineering in Medicine and Biology Society. Ieee Engineering in Medicine and Biology Society. Annual International Conference 2011 (January 2011): 2351–54. https://doi.org/10.1109/iembs.2011.6090657.Full Text
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Li, X. “Finding deterministic solution from underdetermined equation: Large-scale performance variability modeling of analog/RF circuits.” Ieee Transactions on Computer Aided Design of Integrated Circuits and Systems 29, no. 11 (November 1, 2010): 1661–68. https://doi.org/10.1109/TCAD.2010.2061292.Full Text
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Guo, Chenlei, Xin Li, Samu Taulu, Wei Wang, and Douglas J. Weber. “Real-time robust signal space separation for magnetoencephalography.” Ieee Transactions on Bio Medical Engineering 57, no. 8 (August 2010): 1856–66. https://doi.org/10.1109/tbme.2010.2043358.Full Text
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Stevanović, I., X. Li, C. C. McAndrew, K. R. Green, and G. Gildenblat. “Statistical modeling of inter-device correlations with BPV.” Solid State Electronics 54, no. 8 (August 1, 2010): 796–800. https://doi.org/10.1016/j.sse.2010.03.018.Full Text
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Li, X., C. C. McAndrew, W. Wu, S. Chaudhry, J. Victory, and G. Gildenblat. “Statistical modeling with the PSP MOSFET model.” Ieee Transactions on Computer Aided Design of Integrated Circuits and Systems 29, no. 4 (April 1, 2010): 599–609. https://doi.org/10.1109/TCAD.2010.2042892.Full Text
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McAndrew, C. C., X. Li, I. Stevanović, and G. Gildenblat. “Extensions to backward propagation of variance for statistical modeling.” Ieee Design and Test of Computers 27, no. 2 (March 1, 2010): 36–43. https://doi.org/10.1109/MDT.2010.44.Full Text
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Xu, Y., K. L. Hsiung, X. Li, L. T. Pileggi, and S. P. Boyd. “Regular analog/RF integrated circuits design using optimization with recourse including ellipsoidal uncertainty.” Ieee Transactions on Computer Aided Design of Integrated Circuits and Systems 28, no. 5 (May 1, 2009): 623–37. https://doi.org/10.1109/TCAD.2009.2013996.Full Text
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Li, X., W. Wu, A. Jha, G. Gildenblat, R. van Langevelde, G. D. J. Smit, A. J. Scholten, et al. “Benchmark tests for MOSFET compact models with application to the PSP model.” Ieee Transactions on Electron Devices 56, no. 2 (January 23, 2009): 243–51. https://doi.org/10.1109/TED.2008.2010570.Full Text
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Wu, W., X. Li, G. Gildenblat, G. O. Workman, S. Veeraraghavan, C. C. McAndrew, R. van Langevelde, et al. “PSP-SOI: An advanced surface potential based compact model of partially depleted SOI MOSFETs for circuit simulations.” Solid State Electronics 53, no. 1 (January 1, 2009): 18–29. https://doi.org/10.1016/j.sse.2008.09.009.Full Text
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Xu, Y., K. L. Hsiung, X. Li, L. T. Pileggi, and S. P. Boyd. “Regular analog/RF integrated circuits design using optimization with recourse including ellipsoidal uncertainty.” Ieee Transactions on Computer Aided Design of Integrated Circuits and Systems 28, no. 1 (January 1, 2009): 623–37.
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Li, X., Y. Zhan, and L. T. Pileggi. “Quadratic statistical MAX approximation for parametric yield estimation of analog/RF integrated circuits.” Ieee Transactions on Computer Aided Design of Integrated Circuits and Systems 27, no. 5 (May 1, 2008): 831–42. https://doi.org/10.1109/TCAD.2008.917582.Full Text
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Calhoun, B. H., Y. Cao, X. Li, K. Mai, L. T. Pileggi, R. A. Rutenbar, and K. L. Shepard. “Digital circuit design challenges and opportunities in the era of nanoscale CMOS.” Proceedings of the Ieee 96, no. 2 (January 1, 2008): 343–65. https://doi.org/10.1109/JPROC.2007.911072.Full Text
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Wu, W., X. Li, G. Gildenblat, G. O. Workman, S. Veeraraghavan, C. C. McAndrew, R. van Langevelde, G. D. J. Smit, A. J. Scholten, and D. B. M. Klaassen. “A compact model for valence-band electron tunneling current in partially depleted SOI MOSFETs.” Ieee Transactions on Electron Devices 54, no. 2 (February 1, 2007): 316–22. https://doi.org/10.1109/TED.2006.888750.Full Text
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Li, X., J. Le, P. Gopalakrishnan, and L. T. Pileggi. “Asymptotic probability extraction for nonnormal performance distributions.” Ieee Transactions on Computer Aided Design of Integrated Circuits and Systems 26, no. 1 (January 1, 2007): 16–37. https://doi.org/10.1109/TCAD.2006.882593.Full Text
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Li, X., P. Gopalakrishnan, Y. Xu, and L. T. Pileggi. “Robust analog/RF circuit design with projection-based performance modeling.” Ieee Transactions on Computer Aided Design of Integrated Circuits and Systems 26, no. 1 (January 1, 2007): 2–15. https://doi.org/10.1109/TCAD.2006.882513.Full Text
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Li, X., J. Le, and L. T. Pileggi. “Statistical performance modeling and optimization.” Foundations and Trends in Electronic Design Automation 1, no. 4 (December 1, 2006): 331–480. https://doi.org/10.1561/1000000008.Full Text
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Gildenblat, G., X. Li, W. Wu, H. Wang, A. Jha, R. Van Langevelde, G. D. J. Smit, A. J. Scholten, and D. B. M. Klaassen. “PSP: An advanced surface-potential-based MOSFET model for circuit simulation.” Ieee Transactions on Electron Devices 53, no. 9 (September 1, 2006): 1979–93. https://doi.org/10.1109/TED.2005.881006.Full Text
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Wang, H., X. Li, W. Wu, G. Gildenblat, R. Van Langevelde, G. D. J. Smit, A. J. Scholten, and D. B. M. Klaassen. “A unified nonquasi-static MOSFET model for large-signal and small-signal simulations.” Ieee Transactions on Electron Devices 53, no. 9 (September 1, 2006): 2035–42. https://doi.org/10.1109/TED.2005.881003.Full Text
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Ye, D., X. Li, and X. Jiang. “Cost function selection for wavelet-based VBR video traffic smoothing.” Electronics Letters 40, no. 23 (November 11, 2004): 1509–11. https://doi.org/10.1049/el:20046367.Full Text
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Li, X., X. Zeng, D. Zhou, X. Ling, and W. Cai. “Behavioral modeling for analog system-level simulation by wavelet collocation method.” Ieee Transactions on Circuits and Systems Ii: Analog and Digital Signal Processing 50, no. 6 (June 1, 2003): 299–314. https://doi.org/10.1109/TCSII.2003.812917.Full Text
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Li, X., X. Zeng, J. Shi, W. Chen, D. Zhou, and X. Ling. “High-speed clock tree simulation with fast wavelet collocation method.” Chinese Journal of Electronics 12, no. 2 (January 1, 2003): 259–65.
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Li, X., B. Hu, X. T. Ling, Z. Liu, and C. Chang. “FECG detection based on blind signal separation.” Chinese Journal of Biomedical Engineering 21, no. 5 (October 20, 2002): 461–65.
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Li, X., B. Hu, X. Ling, and X. Zeng. “A wavelet-balance approach for steady-state analysis of nonlinear circuits.” Ieee Transactions on Circuits and Systems I: Fundamental Theory and Applications 49, no. 5 (May 1, 2002): 689–94. https://doi.org/10.1109/TCSI.2002.1001960.Full Text
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Li, X., B. Hu, and X. T. Ling. “Wavelet balance approach for steady-state analysis in nonlinear circuits.” Tien Tzu Hsueh Pao/Acta Electronica Sinica 29, no. 6 (June 1, 2001): 792–95.
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Li, X., B. Hu, X. T. Ling, and X. Zeng. “Fast wavelet collocation method with nonlinear companding in time domain.” Tien Tzu Hsueh Pao/Acta Electronica Sinica 29, no. 5 (May 1, 2001): 611–14.
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Book Sections
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Tao, J., X. Zeng, and X. Li. “Response surface modeling.” In Modelling Methodologies in Analogue Integrated Circuit Design, 7–37, 2020.
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Boning, D. S., I. A. M. Elfadel, and X. Li. “A Preliminary Taxonomy for Machine Learning in VLSI CAD.” In Machine Learning in VLSI Computer-Aided Design, 1–16, 2019. https://doi.org/10.1007/978-3-030-04666-8_1.Full Text
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Tao, J., F. Wang, P. Cachecho, W. Zhang, S. Sun, X. Li, R. Kanj, C. Gu, and X. Zeng. “Large-Scale Circuit Performance Modeling by Bayesian Model Fusion.” In Machine Learning in VLSI Computer-Aided Design, 403–22, 2019. https://doi.org/10.1007/978-3-030-04666-8_14.Full Text
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Tao, J., S. Sun, X. Li, H. Liu, K. Luo, B. Gu, and X. Zeng. “Fast Statistical Analysis of Rare Circuit Failure Events.” In Machine Learning in VLSI Computer-Aided Design, 349–73, 2019. https://doi.org/10.1007/978-3-030-04666-8_12.Full Text
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Tao, J., W. Zhang, X. Li, F. Liu, E. Acar, R. A. Rutenbar, R. D. Blanton, and X. Zeng. “Efficient Process Variation Characterization by Virtual Probe.” In Machine Learning in VLSI Computer-Aided Design, 201–31, 2019. https://doi.org/10.1007/978-3-030-04666-8_7.Full Text
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Yu, H., W. Shi, M. B. Alawieh, C. Yan, X. Zeng, and X. Li. “Efficient Statistical Validation of Autonomous Driving Systems.” In Unmanned System Technologies, 5–32, 2019. https://doi.org/10.1007/978-3-319-97301-2_2.Full Text
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Yu, H., X. Li, R. M. Murray, S. Ramesh, and C. J. Tomlin. “Introduction.” In Unmanned System Technologies, 1–4, 2019. https://doi.org/10.1007/978-3-319-97301-2_1.Full Text
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Li, X., R. D. Shawn Blanton, P. Grover, and D. E. Thomas. “Ultra-low-power biomedical circuit design and optimization: Catching the don't cares.” In Emerging Technology and Architecture for Big-Data Analytics, 159–73, 2017. https://doi.org/10.1007/978-3-319-54840-1_7.Full Text
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Sun, S., F. Wang, S. Yaldiz, X. Li, L. Pileggi, A. Natarajan, M. Ferriss, et al. “Self-healing analog/RF circuits.” In Nano-CMOS and Post-CMOS Electronics: Circuits and Design, 1–34, 2016. https://doi.org/10.1049/PBCS030E_ch1.Full Text
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Gildenblat, G., W. Wu, X. Li, R. Van Langevelde, A. J. Scholten, G. D. J. Smit, and D. B. M. Klaassen. “Surface-potential-based compact model of bulk MOSFET.” In Compact Modeling: Principles, Techniques and Applications, 3–40, 2010. https://doi.org/10.1007/978-90-481-8614-3_1.Full Text
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Li, X., W. Wu, G. Gildenblat, C. C. McAndrew, and A. J. Scholten. “Benchmark tests for MOSFET compact models.” In Compact Modeling: Principles, Techniques and Applications, 75–104, 2010. https://doi.org/10.1007/978-90-481-8614-3_3.Full Text
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Conference Papers
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Pan, R., X. Li, and K. Chakrabarty. “Semi-Supervised Root-Cause Analysis with Co-Training for Integrated Systems.” In Proceedings of the Ieee Vlsi Test Symposium, Vol. 2022-April, 2022. https://doi.org/10.1109/VTS52500.2021.9794192.Full Text
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Zhao, S., X. Li, and Y. C. Chen. “Robust Classification with Noisy Labels for Manufacturing Applications: A Hybrid Approach Based on Active Learning and Data Cleaning.” In Iecon Proceedings (Industrial Electronics Conference), Vol. 2021-October, 2021. https://doi.org/10.1109/IECON48115.2021.9589632.Full Text
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Pan, R., X. Li, and K. Chakrabarty. “Unsupervised root-cause analysis with transfer learning for integrated systems.” In Proceedings of the Ieee Vlsi Test Symposium, Vol. 2021-April, 2021. https://doi.org/10.1109/VTS50974.2021.9441030.Full Text
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Pan, R., Z. Zhang, X. Li, K. Chakrabarty, and X. Gu. “Unsupervised Root-Cause Analysis for Integrated Systems.” In Proceedings International Test Conference, Vol. 2020-November, 2020. https://doi.org/10.1109/ITC44778.2020.9325268.Full Text
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Li, L., Y. Liu, T. Wei, and X. Li. “Exploring Inter-Sensor Correlation for Missing Data Estimation.” In Iecon Proceedings (Industrial Electronics Conference), 2020-October:2108–14, 2020. https://doi.org/10.1109/IECON43393.2020.9254904.Full Text
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Liu, M., R. Pan, F. Ye, X. Li, K. Chakrabarty, and X. Gu. “Fine-grained Adaptive Testing Based on Quality Prediction.” In Acm Transactions on Design Automation of Electronic Systems, Vol. 25, 2020. https://doi.org/10.1145/3385261.Full Text
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Nguyen, C., X. Li, and S. Blanton. “Efficient Classification via Partial Co-Training for Virtual Metrology.” In Ieee International Conference on Emerging Technologies and Factory Automation, Etfa, 2020-September:753–60, 2020. https://doi.org/10.1109/ETFA46521.2020.9212012.Full Text
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Zhao, S., X. Li, and Y. C. Chen. “A Classification Framework Using Imperfectly Labeled Data for Manufacturing Applications.” In Ieee International Conference on Emerging Technologies and Factory Automation, Etfa, 2020-September:921–28, 2020. https://doi.org/10.1109/ETFA46521.2020.9211878.Full Text
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Liu, M., X. Li, K. Chakrabarty, and X. Gu. “Knowledge transfer in board-level functional fault identification using domain adaptation.” In Proceedings International Test Conference, Vol. 2019-November, 2019. https://doi.org/10.1109/ITC44170.2019.9000172.Full Text
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Xing, Y. L., J. Wang, X. Li, L. F. Zhu, and H. B. Zhao. “Track Circuit Signal Denoising Method Based on Q-Learning Algorithm.” In 2019 Ieee Intelligent Transportation Systems Conference, Itsc 2019, 2503–8, 2019. https://doi.org/10.1109/ITSC.2019.8917233.Full Text
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Cui, G., W. Yu, X. Li, Z. Zeng, and B. Gu. “Machine-Learning-Driven Matrix Ordering for Power Grid Analysis.” In Proceedings of the 2019 Design, Automation and Test in Europe Conference and Exhibition, Date 2019, 984–87, 2019. https://doi.org/10.23919/DATE.2019.8715086.Full Text
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Liu, M., F. Ye, X. Li, K. Chakrabarty, and X. Gu. “Board-Level Functional Fault Identification using Streaming Data.” In Proceedings of the Ieee Vlsi Test Symposium, Vol. 2019-April, 2019. https://doi.org/10.1109/VTS.2019.8758599.Full Text
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Pan, R., Z. Zhang, X. Li, K. Chakrabarty, and X. Gu. “Black-Box Test-Coverage Analysis and Test-Cost Reduction Based on a Bayesian Network Model.” In Proceedings of the Ieee Vlsi Test Symposium, Vol. 2019-April, 2019. https://doi.org/10.1109/VTS.2019.8758639.Full Text
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Zhang, B., X. Li, J. Han, and X. Zeng. “MiniTracker: A Lightweight CNN-based System for Visual Object Tracking on Embedded Device.” In International Conference on Digital Signal Processing, Dsp, Vol. 2018-November, 2019. https://doi.org/10.1109/ICDSP.2018.8631813.Full Text
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Liu, M., R. Pan, F. Ye, X. Li, K. Chakrabarty, and X. Gu. “Fine-Grained Adaptive Testing Based on Quality Prediction.” In Proceedings International Test Conference, Vol. 2018-October, 2019. https://doi.org/10.1109/TEST.2018.8624891.Full Text
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Wei, T., X. Chen, X. Li, and Q. Zhu. “Model-based and data-driven approaches for building automation and control.” In Ieee/Acm International Conference on Computer Aided Design, Digest of Technical Papers, Iccad, 2018. https://doi.org/10.1145/3240765.3243485.Full Text
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Liu, Y., and X. Li. “Predictive Modeling for Advanced Virtual Metrology: A Tree-Based Approach.” In Ieee International Conference on Emerging Technologies and Factory Automation, Etfa, 2018-September:845–52, 2018. https://doi.org/10.1109/ETFA.2018.8502480.Full Text
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Albalawi, Hassan, and Xin Li. “Single-Channel Real-Time Drowsiness Detection Based on Electroencephalography.” In Annual International Conference of the Ieee Engineering in Medicine and Biology Society. Ieee Engineering in Medicine and Biology Society. Annual International Conference, 2018:98–101, 2018. https://doi.org/10.1109/embc.2018.8512205.Full Text
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Yu, H., and X. Li. “Intelligent corner synthesis via cycle-consistent generative adversarial networks for efficient validation of autonomous driving systems.” In Proceedings of the Asia and South Pacific Design Automation Conference, Asp Dac, 2018-January:9–15, 2018. https://doi.org/10.1109/ASPDAC.2018.8297275.Full Text
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Ghai, D., X. Li, and P. Ghosal. “Message from the general chairs.” In Proceedings 2017 Ieee International Symposium on Nanoelectronic and Information Systems, Inis 2017, 2018-February:xi, 2018. https://doi.org/10.1109/iNIS.2017.5.Full Text
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Alawieh, M., F. Wang, J. Tao, S. Yin, M. Jun, X. Li, T. Mukherjee, and R. Negi. “Efficient programming of reconfigurable radio frequency (RF) systems.” In Ieee/Acm International Conference on Computer Aided Design, Digest of Technical Papers, Iccad, 2017-November:772–79, 2017. https://doi.org/10.1109/ICCAD.2017.8203855.Full Text
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Yu, H., C. Yan, X. Zeng, and X. Li. “Impact of circuit-level non-idealities on vision-based autonomous driving systems.” In Ieee/Acm International Conference on Computer Aided Design, Digest of Technical Papers, Iccad, 2017-November:976–83, 2017. https://doi.org/10.1109/ICCAD.2017.8203887.Full Text
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Chen, X., H. B. Chen, W. Ma, X. Li, and S. X. D. Tan. “Energy-efficient wireless temperature sensoring for smart building applications.” In 2016 13th Ieee International Conference on Solid State and Integrated Circuit Technology, Icsict 2016 Proceedings, 680–83, 2017. https://doi.org/10.1109/ICSICT.2016.7999010.Full Text
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Cai, Y., X. Li, J. Han, and X. Zeng. “A configurable nonlinear operation unit for neural network accelerator.” In Proceedings of International Conference on Asic, 2017-October:319–22, 2017. https://doi.org/10.1109/ASICON.2017.8252477.Full Text
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Li, X., Y. Cai, J. Han, and X. Zeng. “A high utilization FPGA-based accelerator for variable-scale convolutional neural network.” In Proceedings of International Conference on Asic, 2017-October:944–47, 2017. https://doi.org/10.1109/ASICON.2017.8252633.Full Text
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Nguyen, C., X. Li, and R. D. S. Blanton. “Partial Co-training for virtual metrology.” In Ieee International Conference on Emerging Technologies and Factory Automation, Etfa, 1–8, 2017. https://doi.org/10.1109/ETFA.2017.8247660.Full Text
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Alawieh, M., F. Wang, and X. Li. “Efficient Hierarchical Performance Modeling for Integrated Circuits via Bayesian Co-Learning.” In Proceedings Design Automation Conference, Vol. Part 128280, 2017. https://doi.org/10.1145/3061639.3062235.Full Text
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Tao, J., H. Yu, D. Zhou, Y. Su, X. Zeng, and X. Li. “Correlated Rare Failure Analysis via Asymptotic Probability Evaluation.” In Proceedings Design Automation Conference, Vol. Part 128280, 2017. https://doi.org/10.1145/3061639.3062217.Full Text
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Saragadam, V., J. Wang, X. Li, and A. C. Sankaranarayanan. “Compressive spectral anomaly detection.” In 2017 Ieee International Conference on Computational Photography, Iccp 2017 Proceedings, 2017. https://doi.org/10.1109/ICCPHOT.2017.7951482.Full Text
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Lim, C., Y. Xue, X. Li, R. D. Blanton, and M. E. Amyeen. “Diagnostic resolution improvement through learning-guided physical failure analysis.” In Proceedings International Test Conference, 2017. https://doi.org/10.1109/TEST.2016.7805824.Full Text
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Pandey, A., M. Jereminov, X. Li, G. Hug, and L. Pileggi. “Aggregated load and generation equivalent circuit models with semi-empirical data fitting.” In 2016 Ieee Green Energy and Systems Conference, Igsec 2016, 2016. https://doi.org/10.1109/IGESC.2016.7790066.Full Text
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Pandey, A., M. Jereminov, X. Li, G. Hug, and L. Pileggi. “Unified power system analyses and models using equivalent circuit formulation.” In 2016 Ieee Power and Energy Society Innovative Smart Grid Technologies Conference, Isgt 2016, 2016. https://doi.org/10.1109/ISGT.2016.7781182.Full Text
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Shi, W., M. B. Alawieh, X. Li, H. Yu, N. Arechiga, and N. Tomatsu. “Efficient statistical validation of machine learning systems for autonomous driving.” In Ieee/Acm International Conference on Computer Aided Design, Digest of Technical Papers, Iccad, Vol. 07-10-November-2016, 2016. https://doi.org/10.1145/2966986.2980077.Full Text
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Yu, H., J. Tao, C. Liao, Y. Su, D. Zhou, X. Zeng, and X. Li. “Efficient statistical analysis for correlated rare failure events via asymptotic probability approximation.” In Ieee/Acm International Conference on Computer Aided Design, Digest of Technical Papers, Iccad, Vol. 07-10-November-2016, 2016. https://doi.org/10.1145/2966986.2967029.Full Text
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Chen, X., X. Li, and S. X. D. Tan. “Overview of cyber-physical temperature estimation in smart buildings: From modeling to measurements.” In Proceedings Ieee Infocom, 2016-September:251–56, 2016. https://doi.org/10.1109/INFCOMW.2016.7562081.Full Text
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Li, H. H., and X. Li. “Message from the general chairs.” In Proceedings of Ieee Computer Society Annual Symposium on Vlsi, Isvlsi, 2016-September:xvii, 2016. https://doi.org/10.1109/ISVLSI.2016.4.Full Text
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Saragadam, V., A. C. Sankaranarayanan, and X. Li. “Cross-scale predictive dictionaries for image and video restoration.” In Proceedings International Conference on Image Processing, Icip, 2016-August:709–13, 2016. https://doi.org/10.1109/ICIP.2016.7532449.Full Text
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Alawieh, M. B., F. Wang, and X. Li. “Identifying systematic spatial failure patterns through wafer clustering.” In Proceedings Ieee International Symposium on Circuits and Systems, 2016-July:910–13, 2016. https://doi.org/10.1109/ISCAS.2016.7527389.Full Text
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Chen, X., and X. Li. “Virtual temperature measurement for smart buildings via Bayesian model fusion.” In Proceedings Ieee International Symposium on Circuits and Systems, 2016-July:950–53, 2016. https://doi.org/10.1109/ISCAS.2016.7527399.Full Text
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Jereminov, M., D. M. Bromberg, A. Pandey, X. Li, G. Hug, and L. Pileggi. “An equivalent circuit formulation for three-phase power flow analysis of distribution systems.” In Proceedings of the Ieee Power Engineering Society Transmission and Distribution Conference, Vol. 2016-July, 2016. https://doi.org/10.1109/TDC.2016.7519894.Full Text
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Jereminov, M., D. M. Bromberg, X. Li, G. Hug, and L. Pileggi. “Improving robustness and modeling generality for power flow analysis.” In Proceedings of the Ieee Power Engineering Society Transmission and Distribution Conference, Vol. 2016-July, 2016. https://doi.org/10.1109/TDC.2016.7520067.Full Text
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Arslan, U., M. P. McCartney, M. Bhargava, X. Li, K. Mai, and L. T. Pileggi. “Variation-tolerant SRAM sense-amplifier timing using configurable replica bitlines.” In Proceedings of the Custom Integrated Circuits Conference, 415–18, 2008. https://doi.org/10.1109/CICC.2008.4672108.Full Text
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Pileggi, L., G. Keskin, X. Li, K. Mai, and J. Proesel. “Mismatch analysis and statistical design at 65 nm and below.” In Proceedings of the Custom Integrated Circuits Conference, 9–12, 2008. https://doi.org/10.1109/CICC.2008.4672006.Full Text
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Wu, W., X. Li, G. Gildenblat, G. O. Workman, S. Veeraraghavan, and J. Watts. “A nonlinear body resistance model for accurate PD/SOI technology characterization.” In Proceedings Ieee International Soi Conference, 151–52, 2008. https://doi.org/10.1109/SOI.2008.4656339.Full Text
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Schölten, A. J., G. D. J. Smit, B. A. De Vries, L. F. Tiemeijer, J. A. Croon, D. B. M. Klaassen, R. Van Langevelde, X. Li, W. Wu, and G. Gildenblat. “(Invited) the new CMC standard compact MOS model PSP: Advantages for RF applications.” In Digest of Papers Ieee Radio Frequency Integrated Circuits Symposium, 247–50, 2008. https://doi.org/10.1109/RFIC.2008.4561428.Full Text
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Li, X., and Y. Cao. “Projection-based piecewise-linear response surface modeling for strongly nonlinear VLSI performance variations.” In Proceedings of the 9th International Symposium on Quality Electronic Design, Isqed 2008, 108–13, 2008. https://doi.org/10.1109/ISQED.2008.4479708.Full Text
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Li, X., J. Le, M. Celik, and L. T. Pileggi. “Defining statistical timing sensitivity for logic circuits with large-scale process and environmental variations.” In Ieee Transactions on Computer Aided Design of Integrated Circuits and Systems, 27:1041–54, 2008. https://doi.org/10.1109/TCAD.2008.923241.Full Text
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Li, X., B. Taylor, Y. T. Chien, and L. T. Pileggi. “Adaptive post-silicon tuning for analog circuits: Concept, analysis and optimization.” In Ieee/Acm International Conference on Computer Aided Design, Digest of Technical Papers, Iccad, 450–57, 2007. https://doi.org/10.1109/ICCAD.2007.4397306.Full Text
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Gopalakrishnan, P., X. Li, and L. Pileggi. “Architecture-aware FPGA placement using metric embedding.” In Proceedings Design Automation Conference, 460–65, 2006. https://doi.org/10.1145/1146909.1147033.Full Text
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Li, X., P. Gopalakrishnan, Y. Xu, and L. T. Pileggi. “Robust analog/RF circuit design with projection-based posynomial modeling.” In Ieee/Acm International Conference on Computer Aided Design, Digest of Technical Papers, Iccad, 855–62, 2004.
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Li, P., X. Li, Y. Xu, and L. T. Pileggi. “A Hybrid Approach to Nonlinear Macromodel Generation for Time-Varying Analog Circuits.” In Ieee/Acm International Conference on Computer Aided Design, Digest of Technical Papers, 454–61, 2003.
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