| 2025 | ICLR | An Asynchronous Bundle Method for Distributed Learning Problems. | Daniel Cederberg, Xuyang Wu, Stephen P. Boyd, Mikael Johansson |
| 2024 | MICRO | Multi-Issue Butterfly Architecture for Sparse Convex Quadratic Programming. | Maolin Wang, Ian McInerney, Bartolomeo Stellato, Fengbin Tu, Stephen P. Boyd, Hayden Kwok-Hay So, Kwang-Ting Cheng |
| 2023 | ISCA | RSQP: Problem-specific Architectural Customization for Accelerated Convex Quadratic Optimization. | Maolin Wang, Ian McInerney, Bartolomeo Stellato, Stephen P. Boyd, Hayden Kwok-Hay So |
| 2021 | AAAI | Sample Efficient Reinforcement Learning with REINFORCE. | Junzi Zhang, Jongho Kim, Brendan O'Donoghue, Stephen P. Boyd |
| 2021 | SOSP | Solving Large-Scale Granular Resource Allocation Problems Efficiently with POP. | Deepak Narayanan, Fiodar Kazhamiaka, Firas Abuzaid, Peter Kraft, Akshay Agrawal, Srikanth Kandula, Stephen P. Boyd, Matei Zaharia |
| 2020 | ICASSP | Variable Metric Proximal Gradient Method with Diagonal Barzilai-Borwein Stepsize. | Youngsuk Park, Sauptik Dhar, Stephen P. Boyd, Mohak Shah |
| 2018 | ICML | Convolutional Imputation of Matrix Networks. | Qingyun Sun, Mengyuan Yan, David L. Donoho, Stephen P. Boyd |
| 2018 | IJCAI | Toeplitz Inverse Covariance-based Clustering of Multivariate Time Series Data. | David Hallac, Sagar Vare, Stephen P. Boyd, Jure Leskovec |
| 2017 | AISTATS | Learning the Network Structure of Heterogeneous Data via Pairwise Exponential Markov Random Fields. | Youngsuk Park, David Hallac, Stephen P. Boyd, Jure Leskovec |
| 2017 | KDD | Network Inference via the Time-Varying Graphical Lasso. | David Hallac, Youngsuk Park, Stephen P. Boyd, Jure Leskovec |
| 2017 | KDD | Toeplitz Inverse Covariance-Based Clustering of Multivariate Time Series Data. | David Hallac, Sagar Vare, Stephen P. Boyd, Jure Leskovec |
| 2016 | GLOBECOM | Optimal Resource Allocation for Energy Efficient Transmission in DSL. | Nan Zhang, Zhiqiang Yao, Yixian Liu, Stephen P. Boyd, Zhi-Quan Luo |
| 2016 | SC | A New Architecture for Optimization Modeling Frameworks. | Matt Wytock, Steven Diamond, Felix Heide, Stephen P. Boyd |
| 2015 | ICCV | Convex Optimization with Abstract Linear Operators. | Steven Diamond, Stephen P. Boyd |
| 2015 | KDD | Network Lasso: Clustering and Optimization in Large Graphs. | David Hallac, Jure Leskovec, Stephen P. Boyd |
| 2015 | UAI | Disciplined Convex Stochastic Programming: A New Framework for Stochastic Optimization. | Alnur Ali, J. Zico Kolter, Steven Diamond, Stephen P. Boyd |
| 2014 | SC | Convex optimization in Julia. | Madeleine Udell, Karanveer Mohan, David Zeng, Jenny Hong, Steven Diamond, Stephen P. Boyd |
| 2012 | ESANN | Interval coded scoring systems for survival analysis. | Vanya Van Belle, Sabine Van Huffel, Johan A. K. Suykens, Stephen P. Boyd |
| 2011 | KDD | Convex optimization: from embedded real-time to large-scale distributed. | Stephen P. Boyd |
| 2010 | DATE | Optimized self-tuning for circuit aging. | Evelyn Mintarno, Jolle Skaf, Rui Zheng, Jyothi Velamala, Yu Cao, Stephen P. Boyd, Robert W. Dutton, Subhasish Mitra |
| 2010 | GLOBECOM | Adaptive Modulation in Wireless Networks with Smoothed Flow Utility. | Ekine Akuiyibo, Stephen P. Boyd, Daniel O'Neill |
| 2009 | ISIT | Distributed large scale network utility maximization. | Danny Dolev, Argyris Zymnis, Stephen P. Boyd, Danny Bickson, Yoav Tock |
| 2009 | WCNC | Wireless NUM: rate and reliability tradeoffs in random environments. | Daniel O'Neill, Boon Sim Thian, Andrea J. Goldsmith, Stephen P. Boyd |
| 2008 | DATE | Temperature Control of High-Performance Multi-core Platforms Using Convex Optimization. | Srinivasan Murali, Almir Mutapcic, David Atienza, Rajesh Gupta, Stephen P. Boyd, Luca Benini, Giovanni De Micheli |
| 2008 | GLOBECOM | Cross-Layer Design with Adaptive Modulation: Delay, Rate, and Energy Tradeoffs. | Daniel O'Neill, Andrea J. Goldsmith, Stephen P. Boyd |
| 2008 | ICARCV | Mixed state estimation for a linear Gaussian Markov model. | Argyris Zymnis, Stephen P. Boyd, Dimitry M. Gorinevsky |
| 2008 | ICASSP | Learning the kernel via convex optimization. | Seung-Jean Kim, Argyrios Zymnis, Alessandro Magnani, Kwangmoo Koh, Stephen P. Boyd |
| 2007 | AAAI | A Method for Large-Scale l1-Regularized Logistic Regression. | Kwangmoo Koh, Seung-Jean Kim, Stephen P. Boyd |
| 2007 | GLOBECOM | Robust Chebyshev FIR Equalization. | Almir Mutapcic, Seung-Jean Kim, Stephen P. Boyd |
| 2007 | ICIP | An Efficient Method for Compressed Sensing. | Seung-Jean Kim, Kwangmoo Koh, Michael Lustig, Stephen P. Boyd |
| 2006 | ICML | Optimal kernel selection in Kernel Fisher discriminant analysis. | Seung-Jean Kim, Alessandro Magnani, Stephen P. Boyd |
| 2006 | ICML | Pareto optimal linear classification. | Seung-Jean Kim, Alessandro Magnani, Sikandar Samar, Stephen P. Boyd, Johan Lim |
| 2006 | ICML | A duality view of spectral methods for dimensionality reduction. | Lin Xiao, Jun Sun, Stephen P. Boyd |
| 2005 | ALENEX | Mixing Times for Random Walks on Geometric Random Graphs. | Stephen P. Boyd, Arpita Ghosh, Balaji Prabhakar, Devavrat Shah |
| 2005 | DAC | OPERA: optimization with ellipsoidal uncertainty for robust analog IC design. | Yang Xu, Kan-Lin Hsiung, Xin Li, Ivan Nausieda, Stephen P. Boyd, Lawrence T. Pileggi |
| 2005 | INFOCOM | Gossip algorithms: design, analysis and applications. | Stephen P. Boyd, Arpita Ghosh, Balaji Prabhakar, Devavrat Shah |
| 2004 | DAC | ORACLE: optimization with recourse of analog circuits including layout extraction. | Yang Xu, Lawrence T. Pileggi, Stephen P. Boyd |
| 2004 | GLOBECOM | Equalization of modal dispersion in multimode fiber using spatial light modulators. | Elad Alon, Vladimir Stojanovic, Joseph M. Kahn, Stephen P. Boyd, Mark Horowitz |
| 2003 | SPAA | Throughput-centric routing algorithm design. | Brian Towles, William J. Dally, Stephen P. Boyd |
| 2002 | DATE | Managing Power Consumption in Networks on Chip. | Tajana Simunic, Stephen P. Boyd |
| 2002 | GLOBECOM | Efficient nonlinear optimizations of queuing systems. | Mung Chiang, Arak Sutivong, Stephen P. Boyd |
| 2002 | ICASSP | An ellipsoidal approximation to the Hadamard product of ellipsoids. | Robert G. Lorenz, Stephen P. Boyd |
| 2002 | INFOCOM | QoS and Fairness Constrained Convex Optimization of Resource Allocation for Wireless Cellular and Ad Hoc Networks. | David Julian, Mung Chiang, Daniel O'Neill, Stephen P. Boyd |
| 2000 | INFOCOM | Near Optimal Routing Lookups with Bounded Worst Case Performance. | Pankaj Gupta, Balaji Prabhakar, Stephen P. Boyd |
| 1999 | DAC | Optimization of Inductor Circuits via Geometric Programming. | Maria del Mar Hershenson, Sunderarajan S. Mohan, Stephen P. Boyd, Thomas H. Lee |
| 1999 | ICCAD | Design and optimization of LC oscillators. | Maria del Mar Hershenson, Ali Hajimiri, Sunderarajan S. Mohan, Stephen P. Boyd, Thomas H. Lee |
| 1998 | ICCAD | GPCAD: a tool for CMOS op-amp synthesis. | Maria del Mar Hershenson, Stephen P. Boyd, Thomas H. Lee |
| 1997 | ICCAD | Optimal wire and transistor sizing for circuits with non-tree topology. | Lieven Vandenberghe, Stephen P. Boyd, Abbas El Gamal |