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Xingyou Song

Rethinking Attention with Performers
2020 · Choromanski, Krzysztof, Likhosherstov, Valerii, et al. · arXiv (Cornell University) · 695
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Automated Reinforcement Learning (AutoRL): A Survey and Open Problems
2022 · Jack Parker-Holder, Raghu Rajan, et al. · Journal of Artificial Intelligence Research · 94
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ES-MAML: Simple Hessian-Free Meta Learning
2019 · Song, Xingyou, Gao, Wenbo, et al. · arXiv (Cornell University) · 83
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Rapidly Adaptable Legged Robots via Evolutionary Meta-Learning
2020 · Xingyou Song, Yuxiang Yang, et al. · IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS) · 67
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Masked Language Modeling for Proteins via Linearly Scalable Long-Context Transformers
2020 · Choromanski, Krzysztof, Likhosherstov, Valerii, et al. · arXiv (Cornell University) · 61
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Observational Overfitting in Reinforcement Learning
2019 · Song, Xingyou, Jiang, Yiding, et al. · arXiv (Cornell University) · 48
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Robotic Table Tennis with Model-Free Reinforcement Learning
2020 · Wenbo Gao, Laura Graesser, et al. · IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS) · 40
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Gradientless Descent: High-Dimensional Zeroth-Order Optimization
2019 · Golovin, Daniel, Karro, John, et al. · arXiv (Cornell University) · 37
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Towards Learning Universal Hyperparameter Optimizers with Transformers
2022 · Yutian Chen, Xingyou Song, et al. · neural information processing systems · 24
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Sentiment Predictability for Stocks
2017 · Prosky, Jordan, Song, Xingyou, et al. · arXiv (Cornell University) · 16
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Sub-Linear Memory: How to Make Performers SLiM
2020 · Likhosherstov, Valerii, Choromanski, Krzysztof, et al. · arXiv (Cornell University) · 10
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Open Source Vizier: Distributed Infrastructure and API for Reliable and Flexible Blackbox Optimization
2022 · Song, Xingyou, Perel, Sagi, et al. · arXiv (Cornell University) · 9
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The application of a dynamic error framework to robotic assembly
2002 · P.M. Taylor, I. Halleron, et al. · Proceedings - IEEE International Conference on Robotics and Automation/Proceedings · 9
An Empirical Study on Hyperparameters and their Interdependence for RL Generalization
2019 · Song, Xingyou, Du, Yilun, et al. · arXiv (Cornell University) · 8
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ES-ENAS: Combining Evolution Strategies with Neural Architecture Search at No Extra Cost for Reinforcement Learning.
2021 · Xingyou Song, Krzysztof Choromański, et al. · arXiv (Cornell University) · 7
Discovering Adaptable Symbolic Algorithms from Scratch
2023 · Stephen Kelly, Daniel S. Park, et al. · IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS) · 6
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UFO-BLO: Unbiased First-Order Bilevel Optimization
2020 · Likhosherstov, Valerii, Song, Xingyou, et al. · arXiv (Cornell University) · 6
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Towards Robust Mathematical Reasoning
2025 · Thang Luong, Dawsen Hwang, et al. · Conference on Empirical Methods in Natural Language Processing (EMNLP) · 4
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OmniPred: Language Models as Universal Regressors
2024 · Song, Xingyou, Li, Oscar, et al. · arXiv (Cornell University) · 4
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Stochastic Flows and Geometric Optimization on the Orthogonal Group
2020 · Choromanski, Krzysztof, Cheikhi, David, et al. · arXiv (Cornell University) · 4
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Differentiable Architecture Search for Reinforcement Learning
2021 · Miao, Yingjie, Song, Xingyou, et al. · arXiv (Cornell University) · 3
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Unlocking Pixels for Reinforcement Learning via Implicit Attention
2021 · Choromanski, Krzysztof Marcin, Jain, Deepali, et al. · arXiv (Cornell University) · 3
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Quantum Cellular Automaton Model for the Generalized Dirac Equation
2016 · Song, Xingyou · arXiv (Cornell University) · 3
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An Ode to an ODE
2020 · Krzysztof Choromański, Jared Quincy Davis, et al. · arXiv (Cornell University) · 2
Ode to an ODE
2020 · Krzysztof Choromański, Jared Quincy Davis, et al. · neural information processing systems · 2
Works count: 41
Citation count: 1,256
H-index: 10
I10-index: 11
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