Duane S. Boning

ORCID

Publication Activity (10 Years)

Years Active: 1988-2023
Publications (10 Years): 44

Top Venues

Massachusetts Institute of Technology, Cambridge, MA, USA (PHD)

Education History

Massachusetts Institute of Technology, Cambridge, MA, USA

PHD

Publications

Zhengxing Zhang, Milica Notaros, Zhengqi Gao, Uttara Chakraborty, Jelena Notaros, Duane S. Boning
Impact of Spatial Variations on Splitter-Tree-Based Integrated Optical Phased Arrays. OFC (2023)
Zhengqi Gao, Fan-Keng Sun, Duane S. Boning
KirchhoffNet: A Circuit Bridging Message Passing and Continuous-Depth Models. CoRR (2023)
Chih-Yu Lai, Fan-Keng Sun, Zhengqi Gao, Jeffrey H. Lang, Duane S. Boning
Nominality Score Conditioned Time Series Anomaly Detection by Point/Sequential Reconstruction. NeurIPS (2023)
Emmanuel Bender, Joseph B. Bernstein, Duane S. Boning
The Effects of Process Variations and BTI in Packaged FinFET Devices. IRPS (2023)
Zhengqi Gao, Dinghuai Zhang, Luca Daniel, Duane S. Boning
Rare Event Probability Learning by Normalizing Flows. CoRR (2023)
Chih-Yu Lai, Fan-Keng Sun, Zhengqi Gao, Jeffrey H. Lang, Duane S. Boning
Nominality Score Conditioned Time Series Anomaly Detection by Point/Sequential Reconstruction. CoRR (2023)
Zhengqi Gao, Xiangfeng Chen, Zhengxing Zhang, Chih-Yu Lai, Uttara Chakraborty, Wim Bogaerts, Duane S. Boning
Provable Routing Analysis of Programmable Photonics. CoRR (2023)
Zhengqi Gao, Fan-Keng Sun, Mingran Yang, Sucheng Ren, Zikai Xiong, Marc Engeler, Antonio Burazer, Linda Wildling, Luca Daniel, Duane S. Boning
Learning from Multiple Annotator Noisy Labels via Sample-Wise Label Fusion. ECCV (24) (2022)
Jiaqi Gu, Zhengqi Gao, Chenghao Feng, Hanqing Zhu, Ray Chen, Duane S. Boning, David Pan
NeurOLight: A Physics-Agnostic Neural Operator Enabling Parametric Photonic Device Simulation. NeurIPS (2022)
Jiaqi Gu, Zhengqi Gao, Chenghao Feng, Hanqing Zhu, Ray T. Chen, Duane S. Boning, David Z. Pan
NeurOLight: A Physics-Agnostic Neural Operator Enabling Parametric Photonic Device Simulation. CoRR (2022)
Zhengqi Gao, Fan-Keng Sun, Mingran Yang, Sucheng Ren, Zikai Xiong, Marc Engeler, Antonio Burazer, Linda Wildling, Luca Daniel, Duane S. Boning
Learning from Multiple Annotator Noisy Labels via Sample-wise Label Fusion. CoRR (2022)
Zhengqi Gao, Xiangfeng Chen, Zhengxing Zhang, Uttara Chakraborty, Wim Bogaerts, Duane S. Boning
Automatic Synthesis of Light Processing Functions for Programmable Photonics: Theory and Realization. CoRR (2022)
Zhiding Liang, Hanrui Wang, Jinglei Cheng, Yongshan Ding, Hang Ren, Zhengqi Gao, Zhirui Hu, Duane S. Boning, Xuehai Qian, Song Han, Weiwen Jiang, Yiyu Shi
Variational Quantum Pulse Learning. QCE (2022)
Fan-Keng Sun, Duane S. Boning
FreDo: Frequency Domain-based Long-Term Time Series Forecasting. CoRR (2022)
Fan-Keng Sun, Christopher I. Lang, Duane S. Boning
Adjusting for Autocorrelated Errors in Neural Networks for Time Series Regression and Forecasting. CoRR (2021)
Huan Zhang, Hongge Chen, Duane S. Boning, Cho-Jui Hsieh
Robust Reinforcement Learning on State Observations with Learned Optimal Adversary. CoRR (2021)
Kyongmin Yeo, Dylan E. C. Grullon, Fan-Keng Sun, Duane S. Boning, Jayant R. Kalagnanam
Variational Inference Formulation for a Model-Free Simulation of a Dynamical System with Unknown Parameters by a Recurrent Neural Network. SIAM J. Sci. Comput. 43 (2) (2021)
Duane S. Boning, Sally I. El-Henawy, Zhengxing Zhang
Process Variation-Aware Photonic Design. OFC (2021)
Fan-Keng Sun, Christopher I. Lang, Duane S. Boning
Adjusting for Autocorrelated Errors in Neural Networks for Time Series. NeurIPS (2021)
Huan Zhang, Hongge Chen, Duane S. Boning, Cho-Jui Hsieh
Robust Reinforcement Learning on State Observations with Learned Optimal Adversary. ICLR (2021)
Mohamed Baker Alawieh, Duane S. Boning, David Z. Pan
Wafer Map Defect Patterns Classification using Deep Selective Learning. DAC (2020)
Yihan Wang, Huan Zhang, Hongge Chen, Duane S. Boning, Cho-Jui Hsieh
-norm Robustness of Ensemble Stumps and Trees. CoRR (2020)
Kyongmin Yeo, Dylan E. C. Grullon, Fan-Keng Sun, Duane S. Boning, Jayant R. Kalagnanam
Variational inference formulation for a model-free simulation of a dynamical system with unknown parameters by a recurrent neural network. CoRR (2020)
Huan Zhang, Hongge Chen, Chaowei Xiao, Bo Li, Mingyan Liu, Duane S. Boning, Cho-Jui Hsieh
Robust Deep Reinforcement Learning against Adversarial Perturbations on State Observations. NeurIPS (2020)
Hongge Chen, Si Si, Yang Li, Ciprian Chelba, Sanjiv Kumar, Duane S. Boning, Cho-Jui Hsieh
Multi-Stage Influence Function. NeurIPS (2020)
Huan Zhang, Hongge Chen, Chaowei Xiao, Bo Li, Duane S. Boning, Cho-Jui Hsieh
Robust Deep Reinforcement Learning against Adversarial Perturbations on Observations. CoRR (2020)
Hongge Chen, Si Si, Yang Li, Ciprian Chelba, Sanjiv Kumar, Duane S. Boning, Cho-Jui Hsieh
Multi-Stage Influence Function. CoRR (2020)
Huan Zhang, Hongge Chen, Chaowei Xiao, Sven Gowal, Robert Stanforth, Bo Li, Duane S. Boning, Cho-Jui Hsieh
Towards Stable and Efficient Training of Verifiably Robust Neural Networks. ICLR (2020)
Yihan Wang, Huan Zhang, Hongge Chen, Duane S. Boning, Cho-Jui Hsieh
On Lp-norm Robustness of Ensemble Decision Stumps and Trees. ICML (2020)
Hongge Chen, Huan Zhang, Si Si, Yang Li, Duane S. Boning, Cho-Jui Hsieh
Robustness Verification of Tree-based Models. NeurIPS (2019)
Huan Zhang, Hongge Chen, Chaowei Xiao, Bo Li, Duane S. Boning, Cho-Jui Hsieh
Towards Stable and Efficient Training of Verifiably Robust Neural Networks. CoRR (2019)
Hongge Chen, Huan Zhang, Duane S. Boning, Cho-Jui Hsieh
Robust Decision Trees Against Adversarial Examples. CoRR (2019)
Hongge Chen, Huan Zhang, Duane S. Boning, Cho-Jui Hsieh
Robust Decision Trees Against Adversarial Examples. ICML (2019)
Huan Zhang, Hongge Chen, Zhao Song, Duane S. Boning, Inderjit S. Dhillon, Cho-Jui Hsieh
The Limitations of Adversarial Training and the Blind-Spot Attack. CoRR (2019)
Huan Zhang, Hongge Chen, Zhao Song, Duane S. Boning, Inderjit S. Dhillon, Cho-Jui Hsieh
The Limitations of Adversarial Training and the Blind-Spot Attack. ICLR (Poster) (2019)
Hongge Chen, Huan Zhang, Si Si, Yang Li, Duane S. Boning, Cho-Jui Hsieh
Robustness Verification of Tree-based Models. CoRR (2019)
Tsui-Wei Weng, Huan Zhang, Hongge Chen, Zhao Song, Cho-Jui Hsieh, Duane S. Boning, Inderjit S. Dhillon, Luca Daniel
Towards Fast Computation of Certified Robustness for ReLU Networks. CoRR (2018)
Tsui-Wei Weng, Huan Zhang, Hongge Chen, Zhao Song, Cho-Jui Hsieh, Luca Daniel, Duane S. Boning, Inderjit S. Dhillon
Towards Fast Computation of Certified Robustness for ReLU Networks. ICML (2018)
Hongge Chen, Duane S. Boning, Zheng Zhang
Efficient Spatial Variation Characterization via Matrix Completion. CoRR (2017)
Hongge Chen, Duane S. Boning
Online and incremental machine learning approaches for IC yield improvement. ICCAD (2017)
Li Yu, Sharad Saxena, Christopher Hess, Ibrahim Abe M. Elfadel, Dimitri A. Antoniadis, Duane S. Boning
Compact Model Parameter Extraction Using Bayesian Inference, Incomplete New Measurements, and Optimal Bias Selection. IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. 35 (7) (2016)
Li Yu, Sharad Saxena, Christopher Hess, Ibrahim M. Elfadel, Dimitri A. Antoniadis, Duane S. Boning
Statistical library characterization using belief propagation across multiple technology nodes. DATE (2015)
Hyun Ho Boo, Duane S. Boning, Hae-Seung Lee
15.6 12b 250MS/S pipelined ADC with virtual ground reference buffers. ISSCC (2015)
Hyun Ho Boo, Duane S. Boning, Hae-Seung Lee
A 12b 250 MS/s Pipelined ADC With Virtual Ground Reference Buffers. IEEE J. Solid State Circuits 50 (12) (2015)
Li Yu, Sharad Saxena, Christopher Hess, Ibrahim M. Elfadel, Dimitri A. Antoniadis, Duane S. Boning
Efficient performance estimation with very small sample size via physical subspace projection and maximum a posteriori estimation. DATE (2014)
Li Yu, Sharad Saxena, Christopher Hess, Ibrahim Abe M. Elfadel, Dimitri A. Antoniadis, Duane S. Boning
Remembrance of Transistors Past: Compact Model Parameter Extraction Using Bayesian Inference and Incomplete New Measurements. DAC (2014)
Li Yu, Lan Wei, Dimitri A. Antoniadis, Ibrahim M. Elfadel, Duane S. Boning
Statistical modeling with the virtual source MOSFET model. DATE (2013)
Albert H. Chang, Hae-Seung Lee, Duane S. Boning
A 12b 50MS/s 2.1mW SAR ADC with redundancy and digital background calibration. ESSCIRC (2013)
Temesghen Tekeste, Ayman Shabra, Duane S. Boning, Ibrahim M. Elfadel
Variability analysis of a 28nm near-threshold synchronous voltage converter. ICECS (2013)
Wangyang Zhang, Karthik Balakrishnan, Xin Li, Duane S. Boning, Sharad Saxena, Andrzej J. Strojwas, Rob A. Rutenbar
Efficient Spatial Pattern Analysis for Variation Decomposition Via Robust Sparse Regression. IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. 32 (7) (2013)
Li Yu, Omar Mysore, Lan Wei, Luca Daniel, Dimitri A. Antoniadis, Ibrahim M. Elfadel, Duane S. Boning
An ultra-compact virtual source FET model for deeply-scaled devices: Parameter extraction and validation for standard cell libraries and digital circuits. ASP-DAC (2013)
Li Yu, Wen-Yao Chang, Kewei Zuo, Jean Wang, Douglas Yu, Duane S. Boning
Methodology for analysis of TSV stress induced transistor variation and circuit performance. ISQED (2012)
Wangyang Zhang, Karthik Balakrishnan, Xin Li, Duane S. Boning, Emrah Acar, Frank Liu, Rob A. Rutenbar
Spatial variation decomposition via sparse regression. ICICDT (2012)
Albert H. Chang, Kewei Zuo, Jean Wang, Douglas Yu, Duane S. Boning
Test structure, circuits and extraction methods to determine the radius of infuence of STI and polysilicon pattern density. ISQED (2012)
Karthik Balakrishnan, Keith A. Jenkins, Duane S. Boning
A simple array-based test structure for the AC variability characterization of MOSFETs. ISQED (2011)
Wangyang Zhang, Karthik Balakrishnan, Xin Li, Duane S. Boning, Rob A. Rutenbar
Toward efficient spatial variation decomposition via sparse regression. ICCAD (2011)
Albert H. Chang, Hae-Seung Lee, Duane S. Boning
Redundancy in SAR ADCs. ACM Great Lakes Symposium on VLSI (2011)
Nigel Drego, Anantha P. Chandrakasan, Duane S. Boning, Devavrat Shah
Reduction of Variation-Induced Energy Overhead in Multi-Core Processors. IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. 30 (6) (2011)
Nigel Drego, Anantha P. Chandrakasan, Duane S. Boning
All-Digital Circuits for Measurement of Spatial Variation in Digital Circuits. IEEE J. Solid State Circuits 45 (3) (2010)
Karthik Balakrishnan, Duane S. Boning
Measurement and analysis of contact plug resistance variability. CICC (2009)
Nigel Drego, Anantha P. Chandrakasan, Duane S. Boning
A Test-Structure to Efficiently Study Threshold-Voltage Variation in Large MOSFET Arrays. ISQED (2007)
Duane S. Boning, Karthik Balakrishnan, Hong Cai, Nigel Drego, Ali Farahanchi, Karen Gettings, Daihyun Lim, Ajay Somani, Hayden Taylor, Daniel Truque, Xiaolin Xie
Variation. ISQED (2007)
Daihyun Lim, Jonghae Kim, Jean-Olivier Plouchart, Choongyeun Cho, Daeik D. Kim, Robert Trzcinski, Duane S. Boning
Performance Variability of a 90GHz Static CML Frequency Divider in 65nm SOI CMOS. ISSCC (2007)
James D. Ma, Claire Fang Fang, Rob A. Rutenbar, Xiaolin Xie, Duane S. Boning
Interval-valued statistical modeling of oxide chemical-mechanical polishing. ICCAD (2005)
Sani R. Nassif, Duane S. Boning, Nagib Hakim
The care and feeding of your statistical static timer. ICCAD (2004)
Duane S. Boning
Test Structures for Circuit Yield Assessment and Modeling. ISQED (2003)
Duane S. Boning, Joseph Panganiban, Karen Gonzalez-Valentin, Sani R. Nassif, Chandler McDowell, Anne E. Gattiker, Frank Liu
Test structures for delay variability. Timing Issues in the Specification and Synthesis of Digital Systems (2002)
Vikas Mehrotra, Shiou Lin Sam, Duane S. Boning, Anantha P. Chandrakasan, Rakesh Vallishayee, Sani R. Nassif
A methodology for modeling the effects of systematic within-die interconnect and device variation on circuit performance. DAC (2000)
Taber H. Smith, Aaron E. Gower, Duane S. Boning
A Matrix Math Library for Java. Concurr. Pract. Exp. 9 (11) (1997)
Martin D. Giles, Duane S. Boning, Goodwin R. Chin, Walter C. Dietrich Jr., Michael S. Karasick, Mark E. Law, Purnendu K. Mozumder, Lee R. Nackman, V. T. Rajan, Duncan M. Hank Walker, Robert H. Wang, Alexander S. Wong
Semiconductor wafer representation for TCAD. IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. 13 (1) (1994)
K. S. V. Gopalarao, Uttiya Dasgupta, Rajeev Jain, Duane S. Boning, Purnendu K. Mozumder, V. Chandramouli
An Integrated Technology CAD System for Process and Device Designers. VLSI Design (1993)
K. S. V. Gopalarao, Purnendu K. Mozumder, Duane S. Boning
An integrated technology CAD system for process and device designers. IEEE Trans. Very Large Scale Integr. Syst. 1 (4) (1993)
Duane S. Boning, Michael L. Heytens, Alexander S. Wong
The intertool profile interchange format: an object-oriented approach [semiconductor technology CAD/CAM]. IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. 10 (9) (1991)
Goodwin R. Chin, Walter C. Dietrich Jr., Duane S. Boning, Alexander S. Wong, Andrew R. Neureuther, Robert W. Dutton
Linking TCAD to EDA - Benefits and Issues. DAC (1991)
Duane S. Boning, Dimitri A. Antoniadis
A workstation approach to IC process and device design. IEEE Des. Test 5 (2) (1988)

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Publication Activity (10 Years)

Top Topics

Top Venues

Duane S. Boning