| 2025 | ICLR | nGPT: Normalized Transformer with Representation Learning on the Hypersphere. | Ilya Loshchilov, Cheng-Ping Hsieh, Simeng Sun, Boris Ginsburg |
| 2019 | ICLR | Decoupled Weight Decay Regularization. | Ilya Loshchilov, Frank Hutter |
| 2018 | GECCO | Summary of evolutionary computation for wind farm layout optimization. | Dennis G. Wilson, Silvio Rodrigues, Carlos Segura, Ilya Loshchilov, Frank Hutter, Guillermo Lpez Buenfil, Ahmed Kheiri, Ed Keedwell, Mario Ocampo-Pineda, Ender zcan, Sergio Ivvan Valdez Pea, Brian Goldman, Salvador Botello Rionda, Arturo Hernndez Aguirre, Kalyan Veeramachaneni, Sylvain Cussat-Blanc |
| 2018 | IJCAI | Back to Basics: Benchmarking Canonical Evolution Strategies for Playing Atari. | Patryk Chrabaszcz, Ilya Loshchilov, Frank Hutter |
| 2017 | ICLR | SGDR: Stochastic Gradient Descent with Warm Restarts. | Ilya Loshchilov, Frank Hutter |
| 2016 | GECCO | Anytime Bi-Objective Optimization with a Hybrid Multi-Objective CMA-ES (HMO-CMA-ES). | Ilya Loshchilov, Tobias Glasmachers |
| 2014 | ALIFE | RoboGen: Robot Generation through Artificial Evolution. | Joshua Evan Auerbach, Deniz Aydin, Andrea Maesani, Przemyslaw Kornatowski, Titus Cieslewski, Gregoire Heitz, Pradeep Fernando, Ilya Loshchilov, Ludovic Daler, Dario Floreano |
| 2014 | GECCO | A computationally efficient limited memory CMA-ES for large scale optimization. | Ilya Loshchilov |
| 2014 | PPSN | Maximum Likelihood-Based Online Adaptation of Hyper-Parameters in CMA-ES. | Ilya Loshchilov, Marc Schoenauer, Michle Sebag, Nikolaus Hansen |
| 2013 | CEC | CMA-ES with restarts for solving CEC 2013 benchmark problems. | Ilya Loshchilov |
| 2013 | GECCO | Intensive surrogate model exploitation in self-adaptive surrogate-assisted cma-es (saacm-es). | Ilya Loshchilov, Marc Schoenauer, Michle Sebag |
| 2013 | GECCO | Bi-population CMA-ES agorithms with surrogate models and line searches. | Ilya Loshchilov, Marc Schoenauer, Michle Sebag |
| 2012 | GECCO | Self-adaptive surrogate-assisted covariance matrix adaptation evolution strategy. | Ilya Loshchilov, Marc Schoenauer, Michle Sebag |
| 2012 | GECCO | Black-box optimization benchmarking of IPOP-saACM-ES and BIPOP-saACM-ES on the BBOB-2012 noiseless testbed. | Ilya Loshchilov, Marc Schoenauer, Michle Sebag |
| 2012 | GECCO | Black-box optimization benchmarking of IPOP-saACM-ES on the BBOB-2012 noisy testbed. | Ilya Loshchilov, Marc Schoenauer, Michle Sebag |
| 2012 | GECCO | Black-box optimization benchmarking of NIPOP-aCMA-ES and NBIPOP-aCMA-ES on the BBOB-2012 noiseless testbed. | Ilya Loshchilov, Marc Schoenauer, Michle Sebag |
| 2012 | PPSN | Alternative Restart Strategies for CMA-ES. | Ilya Loshchilov, Marc Schoenauer, Michle Sebag |
| 2011 | EMO | Not All Parents Are Equal for MO-CMA-ES. | Ilya Loshchilov, Marc Schoenauer, Michle Sebag |
| 2011 | GECCO | Adaptive coordinate descent. | Ilya Loshchilov, Marc Schoenauer, Michle Sebag |
| 2010 | GECCO | A mono surrogate for multiobjective optimization. | Ilya Loshchilov, Marc Schoenauer, Michle Sebag |
| 2010 | GECCO | A pareto-compliant surrogate approach for multiobjective optimization. | Ilya Loshchilov, Marc Schoenauer, Michle Sebag |
| 2010 | PPSN | Comparison-Based Optimizers Need Comparison-Based Surrogates. | Ilya Loshchilov, Marc Schoenauer, Michle Sebag |