Duane S. Boning

93 papers A* 18A 10Misc 2Journal 41Unranked 20

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	SPIPE: Differentiable SPICE-Level Co-Simulation Program for Integrated Photonics and Electronics. IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. Zhengqi Gao, Jiaqi Gu, Luca Daniel, Ron Rohrer, Duane S. Boning
2025	A	`conf`	BOSON DATE Pingchuan Ma, Zhengqi Gao, Amir Begovic, Meng Zhang, Haoyu Yang, Haoxing Ren, Z. Rena Huang, Duane S. Boning, Jiaqi Gu
2025	J	`jnl`	EARL: Entropy-Aware RL Alignment of LLMs for Reliable RTL Code Generation. CoRR Jiahe Shi, Zhengqi Gao, Ching-Yun Ko, Duane S. Boning
2025	A	`conf`	MAPS: Multi-Fidelity AI-Augmented Photonic Simulation and Inverse Design Infrastructure. DATE Pingchuan Ma, Zhengqi Gao, Meng Zhang, Haoyu Yang, Mark Ren, Z. Rena Huang, Duane S. Boning, Jiaqi Gu
2025	J	`jnl`	MAPS: Multi-Fidelity AI-Augmented Photonic Simulation and Inverse Design Infrastructure. CoRR Pingchuan Ma, Zhengqi Gao, Meng Zhang, Haoyu Yang, Mark Ren, Z. Rena Huang, Duane S. Boning, Jiaqi Gu
2025	J	`jnl`	RDIT: Residual-based Diffusion Implicit Models for Probabilistic Time Series Forecasting. CoRR Chih-Yu Lai, Yu-Chien Ning, Duane S. Boning
2025	A*	`conf`	REG: Rectified Gradient Guidance for Conditional Diffusion Models. ICML Zhengqi Gao, Kaiwen Zha, Tianyuan Zhang, Zihui Xue, Duane S. Boning
2025	J	`jnl`	REG: Rectified Gradient Guidance for Conditional Diffusion Models. CoRR Zhengqi Gao, Kaiwen Zha, Tianyuan Zhang, Zihui Xue, Duane S. Boning
2025	J	`jnl`	RL Tango: Reinforcing Generator and Verifier Together for Language Reasoning. CoRR Kaiwen Zha, Zhengqi Gao, Maohao Shen, Zhang-Wei Hong, Duane S. Boning, Dina Katabi
2025	J	`jnl`	SP2RINT: Spatially-Decoupled Physics-Inspired Progressive Inverse Optimization for Scalable, PDE-Constrained Meta-Optical Neural Network Training. CoRR Pingchuan Ma, Ziang Yin, Qi Jing, Zhengqi Gao, Nicholas Gangi, Boyang Zhang, Tsung-Wei Huang, Zhaoran Rena Huang, Duane S. Boning, Yu Yao, Jiaqi Gu
2025	J	`jnl`	Simple Feedfoward Neural Networks are Almost All You Need for Time Series Forecasting. CoRR Fan-Keng Sun, Yu-Cheng Wu, Duane S. Boning
2024	J	`jnl`	BOSON CoRR Pingchuan Ma, Zhengqi Gao, Amir Begovic, Meng Zhang, Haoyu Yang, Haoxing Ren, Zhaoran Rena Huang, Duane S. Boning, Jiaqi Gu
2024	A*	`conf`	Improving Neural ODE Training with Temporal Adaptive Batch Normalization. NeurIPS Su Zheng, Zhengqi Gao, Fan-Keng Sun, Duane S. Boning, Bei Yu, Martin D. F. Wong
2024	A	`conf`	KirchhoffNet: A Scalable Ultra Fast Analog Neural Network. ICCAD Zhengqi Gao, Fan-Keng Sun, Ron Rohrer, Duane S. Boning
2024	A*	`conf`	NOFIS: Normalizing Flow for Rare Circuit Failure Analysis. DAC Zhengqi Gao, Dinghuai Zhang, Luca Daniel, Duane S. Boning
2024	J	`jnl`	PIC2O-Sim: A Physics-Inspired Causality-Aware Dynamic Convolutional Neural Operator for Ultra-Fast Photonic Device FDTD Simulation. CoRR Pingchuan Ma, Haoyu Yang, Zhengqi Gao, Duane S. Boning, Jiaqi Gu
2023	—	`conf`	Impact of Spatial Variations on Splitter-Tree-Based Integrated Optical Phased Arrays. OFC Zhengxing Zhang, Milica Notaros, Zhengqi Gao, Uttara Chakraborty, Jelena Notaros, Duane S. Boning
2023	J	`jnl`	KirchhoffNet: A Circuit Bridging Message Passing and Continuous-Depth Models. CoRR Zhengqi Gao, Fan-Keng Sun, Duane S. Boning
2023	A*	`conf`	Nominality Score Conditioned Time Series Anomaly Detection by Point/Sequential Reconstruction. NeurIPS Chih-Yu Lai, Fan-Keng Sun, Zhengqi Gao, Jeffrey H. Lang, Duane S. Boning
2023	J	`jnl`	Nominality Score Conditioned Time Series Anomaly Detection by Point/Sequential Reconstruction. CoRR Chih-Yu Lai, Fan-Keng Sun, Zhengqi Gao, Jeffrey H. Lang, Duane S. Boning
2023	J	`jnl`	Provable Routing Analysis of Programmable Photonics. CoRR Zhengqi Gao, Xiangfeng Chen, Zhengxing Zhang, Chih-Yu Lai, Uttara Chakraborty, Wim Bogaerts, Duane S. Boning
2023	J	`jnl`	Rare Event Probability Learning by Normalizing Flows. CoRR Zhengqi Gao, Dinghuai Zhang, Luca Daniel, Duane S. Boning
2023	—	`conf`	The Effects of Process Variations and BTI in Packaged FinFET Devices. IRPS Emmanuel Bender, Joseph B. Bernstein, Duane S. Boning
2022	J	`jnl`	Automatic Synthesis of Light Processing Functions for Programmable Photonics: Theory and Realization. CoRR Zhengqi Gao, Xiangfeng Chen, Zhengxing Zhang, Uttara Chakraborty, Wim Bogaerts, Duane S. Boning
2022	J	`jnl`	FreDo: Frequency Domain-based Long-Term Time Series Forecasting. CoRR Fan-Keng Sun, Duane S. Boning
2022	—	`conf`	Learning from Multiple Annotator Noisy Labels via Sample-Wise Label Fusion. ECCV (24) Zhengqi Gao, Fan-Keng Sun, Mingran Yang, Sucheng Ren, Zikai Xiong, Marc Engeler, Antonio Burazer, Linda Wildling, Luca Daniel, Duane S. Boning
2022	J	`jnl`	Learning from Multiple Annotator Noisy Labels via Sample-wise Label Fusion. CoRR Zhengqi Gao, Fan-Keng Sun, Mingran Yang, Sucheng Ren, Zikai Xiong, Marc Engeler, Antonio Burazer, Linda Wildling, Luca Daniel, Duane S. Boning
2022	A*	`conf`	NeurOLight: A Physics-Agnostic Neural Operator Enabling Parametric Photonic Device Simulation. NeurIPS Jiaqi Gu, Zhengqi Gao, Chenghao Feng, Hanqing Zhu, Ray T. Chen, Duane S. Boning, David Z. Pan
2022	J	`jnl`	NeurOLight: A Physics-Agnostic Neural Operator Enabling Parametric Photonic Device Simulation. CoRR Jiaqi Gu, Zhengqi Gao, Chenghao Feng, Hanqing Zhu, Ray T. Chen, Duane S. Boning, David Z. Pan
2022	Misc	`conf`	Variational Quantum Pulse Learning. QCE 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
2021	J	`jnl`	Adjusting for Autocorrelated Errors in Neural Networks for Time Series Regression and Forecasting. CoRR Fan-Keng Sun, Christopher I. Lang, Duane S. Boning
2021	A*	`conf`	Adjusting for Autocorrelated Errors in Neural Networks for Time Series. NeurIPS Fan-Keng Sun, Christopher I. Lang, Duane S. Boning
2021	—	`conf`	Process Variation-Aware Photonic Design. OFC Duane S. Boning, Sally I. El-Henawy, Zhengxing Zhang
2021	A*	`conf`	Robust Reinforcement Learning on State Observations with Learned Optimal Adversary. ICLR Huan Zhang, Hongge Chen, Duane S. Boning, Cho-Jui Hsieh
2021	J	`jnl`	Robust Reinforcement Learning on State Observations with Learned Optimal Adversary. CoRR Huan Zhang, Hongge Chen, Duane S. Boning, Cho-Jui Hsieh
2021	J	`jnl`	Variational Inference Formulation for a Model-Free Simulation of a Dynamical System with Unknown Parameters by a Recurrent Neural Network. SIAM J. Sci. Comput. Kyongmin Yeo, Dylan E. C. Grullon, Fan-Keng Sun, Duane S. Boning, Jayant R. Kalagnanam
2020	A*	`conf`	Multi-Stage Influence Function. NeurIPS Hongge Chen, Si Si, Yang Li, Ciprian Chelba, Sanjiv Kumar, Duane S. Boning, Cho-Jui Hsieh
2020	J	`jnl`	Multi-Stage Influence Function. CoRR Hongge Chen, Si Si, Yang Li, Ciprian Chelba, Sanjiv Kumar, Duane S. Boning, Cho-Jui Hsieh
2020	A*	`conf`	On Lp-norm Robustness of Ensemble Decision Stumps and Trees. ICML Yihan Wang, Huan Zhang, Hongge Chen, Duane S. Boning, Cho-Jui Hsieh
2020	J	`jnl`	On 𝓁 CoRR Yihan Wang, Huan Zhang, Hongge Chen, Duane S. Boning, Cho-Jui Hsieh
2020	J	`jnl`	Robust Deep Reinforcement Learning against Adversarial Perturbations on Observations. CoRR Huan Zhang, Hongge Chen, Chaowei Xiao, Bo Li, Duane S. Boning, Cho-Jui Hsieh
2020	A*	`conf`	Robust Deep Reinforcement Learning against Adversarial Perturbations on State Observations. NeurIPS Huan Zhang, Hongge Chen, Chaowei Xiao, Bo Li, Mingyan Liu, Duane S. Boning, Cho-Jui Hsieh
2020	A*	`conf`	Towards Stable and Efficient Training of Verifiably Robust Neural Networks. ICLR Huan Zhang, Hongge Chen, Chaowei Xiao, Sven Gowal, Robert Stanforth, Bo Li, Duane S. Boning, Cho-Jui Hsieh
2020	J	`jnl`	Variational inference formulation for a model-free simulation of a dynamical system with unknown parameters by a recurrent neural network. CoRR Kyongmin Yeo, Dylan E. C. Grullon, Fan-Keng Sun, Duane S. Boning, Jayant R. Kalagnanam
2020	A*	`conf`	Wafer Map Defect Patterns Classification using Deep Selective Learning. DAC Mohamed Baker Alawieh, Duane S. Boning, David Z. Pan
2019	A*	`conf`	Robust Decision Trees Against Adversarial Examples. ICML Hongge Chen, Huan Zhang, Duane S. Boning, Cho-Jui Hsieh
2019	J	`jnl`	Robust Decision Trees Against Adversarial Examples. CoRR Hongge Chen, Huan Zhang, Duane S. Boning, Cho-Jui Hsieh
2019	A*	`conf`	Robustness Verification of Tree-based Models. NeurIPS Hongge Chen, Huan Zhang, Si Si, Yang Li, Duane S. Boning, Cho-Jui Hsieh
2019	J	`jnl`	Robustness Verification of Tree-based Models. CoRR Hongge Chen, Huan Zhang, Si Si, Yang Li, Duane S. Boning, Cho-Jui Hsieh
2019	—	`conf`	The Limitations of Adversarial Training and the Blind-Spot Attack. ICLR (Poster) Huan Zhang, Hongge Chen, Zhao Song, Duane S. Boning, Inderjit S. Dhillon, Cho-Jui Hsieh
2019	J	`jnl`	The Limitations of Adversarial Training and the Blind-Spot Attack. CoRR Huan Zhang, Hongge Chen, Zhao Song, Duane S. Boning, Inderjit S. Dhillon, Cho-Jui Hsieh
2019	J	`jnl`	Towards Stable and Efficient Training of Verifiably Robust Neural Networks. CoRR Huan Zhang, Hongge Chen, Chaowei Xiao, Bo Li, Duane S. Boning, Cho-Jui Hsieh
2018	A*	`conf`	Towards Fast Computation of Certified Robustness for ReLU Networks. ICML Tsui-Wei Weng, Huan Zhang, Hongge Chen, Zhao Song, Cho-Jui Hsieh, Luca Daniel, Duane S. Boning, Inderjit S. Dhillon
2018	J	`jnl`	Towards Fast Computation of Certified Robustness for ReLU Networks. CoRR Tsui-Wei Weng, Huan Zhang, Hongge Chen, Zhao Song, Cho-Jui Hsieh, Duane S. Boning, Inderjit S. Dhillon, Luca Daniel
2017	J	`jnl`	Efficient Spatial Variation Characterization via Matrix Completion. CoRR Hongge Chen, Duane S. Boning, Zheng Zhang
2017	A	`conf`	Online and incremental machine learning approaches for IC yield improvement. ICCAD Hongge Chen, Duane S. Boning
2016	J	`jnl`	Compact Model Parameter Extraction Using Bayesian Inference, Incomplete New Measurements, and Optimal Bias Selection. IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. Li Yu, Sharad Saxena, Christopher Hess, Ibrahim Abe M. Elfadel, Dimitri A. Antoniadis, Duane S. Boning
2015	—	`conf`	15.6 12b 250MS/S pipelined ADC with virtual ground reference buffers. ISSCC Hyun Ho Boo, Duane S. Boning, Hae-Seung Lee
2015	J	`jnl`	A 12b 250 MS/s Pipelined ADC With Virtual Ground Reference Buffers. IEEE J. Solid State Circuits Hyun Ho Boo, Duane S. Boning, Hae-Seung Lee
2015	A	`conf`	Statistical library characterization using belief propagation across multiple technology nodes. DATE Li Yu, Sharad Saxena, Christopher Hess, Ibrahim M. Elfadel, Dimitri A. Antoniadis, Duane S. Boning
2014	A	`conf`	Efficient performance estimation with very small sample size via physical subspace projection and maximum a posteriori estimation. DATE Li Yu, Sharad Saxena, Christopher Hess, Ibrahim M. Elfadel, Dimitri A. Antoniadis, Duane S. Boning
2014	A*	`conf`	Remembrance of Transistors Past: Compact Model Parameter Extraction Using Bayesian Inference and Incomplete New Measurements. DAC Li Yu, Sharad Saxena, Christopher Hess, Ibrahim Abe M. Elfadel, Dimitri A. Antoniadis, Duane S. Boning
2013	—	`conf`	A 12b 50MS/s 2.1mW SAR ADC with redundancy and digital background calibration. ESSCIRC Albert H. Chang, Hae-Seung Lee, Duane S. Boning
2013	—	`conf`	An ultra-compact virtual source FET model for deeply-scaled devices: Parameter extraction and validation for standard cell libraries and digital circuits. ASP-DAC Li Yu, Omar Mysore, Lan Wei, Luca Daniel, Dimitri A. Antoniadis, Ibrahim M. Elfadel, Duane S. Boning
2013	J	`jnl`	Efficient Spatial Pattern Analysis for Variation Decomposition Via Robust Sparse Regression. IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. Wangyang Zhang, Karthik Balakrishnan, Xin Li, Duane S. Boning, Sharad Saxena, Andrzej J. Strojwas, Rob A. Rutenbar
2013	A	`conf`	Statistical modeling with the virtual source MOSFET model. DATE Li Yu, Lan Wei, Dimitri A. Antoniadis, Ibrahim M. Elfadel, Duane S. Boning
2013	—	`conf`	Variability analysis of a 28nm near-threshold synchronous voltage converter. ICECS Temesghen Tekeste, Ayman Shabra, Duane S. Boning, Ibrahim M. Elfadel
2012	—	`conf`	Methodology for analysis of TSV stress induced transistor variation and circuit performance. ISQED Li Yu, Wen-Yao Chang, Kewei Zuo, Jean Wang, Douglas Yu, Duane S. Boning
2012	—	`conf`	Spatial variation decomposition via sparse regression. ICICDT Wangyang Zhang, Karthik Balakrishnan, Xin Li, Duane S. Boning, Emrah Acar, Frank Liu, Rob A. Rutenbar
2012	—	`conf`	Test structure, circuits and extraction methods to determine the radius of infuence of STI and polysilicon pattern density. ISQED Albert H. Chang, Kewei Zuo, Jean Wang, Douglas Yu, Duane S. Boning
2011	—	`conf`	A simple array-based test structure for the AC variability characterization of MOSFETs. ISQED Karthik Balakrishnan, Keith A. Jenkins, Duane S. Boning
2011	J	`jnl`	Reduction of Variation-Induced Energy Overhead in Multi-Core Processors. IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. Nigel Drego, Anantha P. Chandrakasan, Duane S. Boning, Devavrat Shah
2011	—	`conf`	Redundancy in SAR ADCs. ACM Great Lakes Symposium on VLSI Albert H. Chang, Hae-Seung Lee, Duane S. Boning
2011	A	`conf`	Toward efficient spatial variation decomposition via sparse regression. ICCAD Wangyang Zhang, Karthik Balakrishnan, Xin Li, Duane S. Boning, Rob A. Rutenbar
2010	J	`jnl`	All-Digital Circuits for Measurement of Spatial Variation in Digital Circuits. IEEE J. Solid State Circuits Nigel Drego, Anantha P. Chandrakasan, Duane S. Boning
2009	—	`conf`	Measurement and analysis of contact plug resistance variability. CICC Karthik Balakrishnan, Duane S. Boning
2008	—	`book`	Design for Manufacturability and Statistical Design - A Constructive Approach. Michael Orshansky, Sani R. Nassif, Duane S. Boning
2007	—	`conf`	A Test-Structure to Efficiently Study Threshold-Voltage Variation in Large MOSFET Arrays. ISQED Nigel Drego, Anantha P. Chandrakasan, Duane S. Boning
2007	—	`conf`	Performance Variability of a 90GHz Static CML Frequency Divider in 65nm SOI CMOS. ISSCC Daihyun Lim, Jonghae Kim, Jean-Olivier Plouchart, Choongyeun Cho, Daeik D. Kim, Robert Trzcinski, Duane S. Boning
2007	—	`conf`	Variation. ISQED Duane S. Boning, Karthik Balakrishnan, Hong Cai, Nigel Drego, Ali Farahanchi, Karen Gettings, Daihyun Lim, Ajay Somani, Hayden Taylor, Daniel Truque, Xiaolin Xie
2005	A	`conf`	Interval-valued statistical modeling of oxide chemical-mechanical polishing. ICCAD James D. Ma, Claire Fang Fang, Rob A. Rutenbar, Xiaolin Xie, Duane S. Boning
2004	A	`conf`	The care and feeding of your statistical static timer. ICCAD Sani R. Nassif, Duane S. Boning, Nagib Hakim
2003	—	`conf`	Test Structures for Circuit Yield Assessment and Modeling. ISQED Duane S. Boning
2002	—	`conf`	Test structures for delay variability. Timing Issues in the Specification and Synthesis of Digital Systems Duane S. Boning, Joseph Panganiban, Karen Gonzalez-Valentin, Sani R. Nassif, Chandler McDowell, Anne E. Gattiker, Frank Liu
2000	A*	`conf`	A methodology for modeling the effects of systematic within-die interconnect and device variation on circuit performance. DAC Vikas Mehrotra, Shiou Lin Sam, Duane S. Boning, Anantha P. Chandrakasan, Rakesh Vallishayee, Sani R. Nassif
1997	J	`jnl`	A Matrix Math Library for Java. Concurr. Pract. Exp. Taber H. Smith, Aaron E. Gower, Duane S. Boning
1994	J	`jnl`	Semiconductor wafer representation for TCAD. IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. 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
1993	Misc	`conf`	An Integrated Technology CAD System for Process and Device Designers. VLSI Design K. S. V. Gopalarao, Uttiya Dasgupta, Rajeev Jain, Duane S. Boning, Purnendu K. Mozumder, V. Chandramouli
1993	J	`jnl`	An integrated technology CAD system for process and device designers. IEEE Trans. Very Large Scale Integr. Syst. K. S. V. Gopalarao, Purnendu K. Mozumder, Duane S. Boning
1991	A*	`conf`	Linking TCAD to EDA - Benefits and Issues. DAC Goodwin R. Chin, Walter C. Dietrich Jr., Duane S. Boning, Alexander S. Wong, Andrew R. Neureuther, Robert W. Dutton
1991	—	`—`	Semiconductor process design: representations, tools, and methodologies. Duane S. Boning
1991	J	`jnl`	The intertool profile interchange format: an object-oriented approach [semiconductor technology CAD/CAM]. IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. Duane S. Boning, Michael L. Heytens, Alexander S. Wong
1988	J	`jnl`	A workstation approach to IC process and device design. IEEE Des. Test Duane S. Boning, Dimitri A. Antoniadis