Samy Wu Fung - RankMe

47 papers A* 3C 2Journal 40Unranked 2

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	A Gauss-Newton Method with No Additional PDE Solves Beyond Gradient Evaluation for Large-Scale PDE-Constrained Inverse Problems. CoRR Cash Cherry, Samy Wu Fung, Luis Tenorio, Ebru Bozdag
2026	J	`jnl`	A generalization bound for a family of implicit networks. Neurocomputing Samy Wu Fung, Benjamin Berkels
2026	J	`jnl`	Mean-field control barrier functions for stochastic multi-agent systems. CoRR Cinzia Tomaselli, Gian Carlo Maffettone, Samy Wu Fung, Levon Nurbekyan, Mario di Bernardo
2026	A*	`conf`	On Logical Extrapolation for Mazes with Recurrent and Implicit Networks. AAAI Brandon Knutson, Amandin Chyba Rabeendran, Michael I. Ivanitskiy, Jordan Pettyjohn, Cecilia G. Diniz Behn, Samy Wu Fung, Daniel McKenzie
2026	J	`jnl`	On the Convergence of Jacobian-Free Backpropagation for Optimal Control Problems with Implicit Hamiltonians. CoRR Eric Gelphman, Deepanshu Verma, Nicole Tianjiao Yang, Stanley J. Osher, Samy Wu Fung
2026	J	`jnl`	Probabilistic Gaussian Homotopy: A Probability-Space Continuation Framework for Nonconvex Optimization. CoRR Eshed Gal, Samy Wu Fung, Eldad Haber
2025	J	`jnl`	A primal-dual price-optimization method for computing equilibrium prices in mean-field games models. CoRR Xu Wang, Samy Wu Fung, Levon Nurbekyan
2025	J	`jnl`	End-to-End Training of High-Dimensional Optimal Control with Implicit Hamiltonians via Jacobian-Free Backpropagation. CoRR Eric Gelphman, Deepanshu Verma, Nicole Tianjiao Yang, Stanley J. Osher, Samy Wu Fung
2025	C	`conf`	Kernel Expansions for High-Dimensional Mean-Field Control with Non-local Interactions. ACC Alexander Vidal, Samy Wu Fung, Stanley J. Osher, Luis Tenorio, Levon Nurbekyan
2025	J	`jnl`	Laplace Meets Moreau: Smooth Approximation to Infimal Convolutions Using Laplace's Method. J. Mach. Learn. Res. Ryan J. Tibshirani, Samy Wu Fung, Howard Heaton, Stanley J. Osher
2025	C	`conf`	Mean-Field Control Barrier Functions: A Framework for Real-Time Swarm Control. ACC Samy Wu Fung, Levon Nurbekyan
2025	J	`jnl`	Recent Advances in Numerical Solutions for Hamilton-Jacobi PDEs. CoRR Tingwei Meng, Siting Liu, Samy Wu Fung, Stanley J. Osher
2025	J	`jnl`	Thinking Out of the Box: Hybrid SAT Solving by Unconstrained Continuous Optimization. CoRR Zhiwei Zhang, Samy Wu Fung, Anastasios Kyrillidis, Stanley J. Osher, Moshe Y. Vardi
2024	J	`jnl`	A Generalization Bound for a Family of Implicit Networks. CoRR Samy Wu Fung, Benjamin Berkels
2024	J	`jnl`	A hybrid SIAC - data-driven post-processing filter for discontinuities in solutions to numerical PDEs. CoRR Soraya Terrab, Samy Wu Fung, Jennifer K. Ryan
2024	J	`jnl`	Differentiating Through Integer Linear Programs with Quadratic Regularization and Davis-Yin Splitting. Trans. Mach. Learn. Res. Daniel McKenzie, Howard Heaton, Samy Wu Fung
2024	J	`jnl`	Fast Partial Fourier Transforms for Large-Scale Ptychography. CoRR Ricardo Parada, Samy Wu Fung, Stanley J. Osher
2024	J	`jnl`	On Logical Extrapolation for Mazes with Recurrent and Implicit Networks. CoRR Brandon Knutson, Amandin Chyba Rabeendran, Michael I. Ivanitskiy, Jordan Pettyjohn, Cecilia G. Diniz Behn, Samy Wu Fung, Daniel McKenzie
2024	J	`jnl`	Three-Operator Splitting for Learning to Predict Equilibria in Convex Games. SIAM J. Math. Data Sci. Daniel McKenzie, Howard Heaton, Qiuwei Li, Samy Wu Fung, Stanley J. Osher, Wotao Yin
2023	J	`jnl`	A Configurable Library for Generating and Manipulating Maze Datasets. CoRR Michael Igorevich Ivanitskiy, Rusheb Shah, Alex F. Spies, Tilman Räuker, Dan Valentine, Can Rager, Lucia Quirke, Chris Mathwin, Guillaume Corlouer, Cecilia G. Diniz Behn, Samy Wu Fung
2023	J	`jnl`	A Neural Network Approach for High-Dimensional Optimal Control Applied to Multiagent Path Finding. IEEE Trans. Control. Syst. Technol. Derek Onken, Levon Nurbekyan, Xingjian Li, Samy Wu Fung, Stanley J. Osher, Lars Ruthotto
2023	J	`jnl`	Faster Predict-and-Optimize with Three-Operator Splitting. CoRR Daniel McKenzie, Samy Wu Fung, Howard Heaton
2023	—	`conf`	Linearly Structured World Representations in Maze-Solving Transformers. UniReps Michael I. Ivanitskiy, Alex F. Spies, Tilman Räuker, Guillaume Corlouer, Chris Mathwin, Lucia Quirke, Can Rager, Rusheb Shah, Dan Valentine, Cecilia G. Diniz Behn, Katsumi Inoue, Samy Wu Fung
2023	J	`jnl`	Structured World Representations in Maze-Solving Transformers. CoRR Michael I. Ivanitskiy, Alex F. Spies, Tilman Räuker, Guillaume Corlouer, Chris Mathwin, Lucia Quirke, Can Rager, Rusheb Shah, Dan Valentine, Cecilia G. Diniz Behn, Katsumi Inoue, Samy Wu Fung
2022	J	`jnl`	A numerical algorithm for inverse problem from partial boundary measurement arising from mean field game problem. CoRR Yat Tin Chow, Samy Wu Fung, Siting Liu, Levon Nurbekyan, Stanley J. Osher
2022	J	`jnl`	Explainable AI via Learning to Optimize. CoRR Howard Heaton, Samy Wu Fung
2022	A*	`conf`	JFB: Jacobian-Free Backpropagation for Implicit Networks. AAAI Samy Wu Fung, Howard Heaton, Qiuwei Li, Daniel McKenzie, Stanley J. Osher, Wotao Yin
2022	J	`jnl`	Random Features for High-Dimensional Nonlocal Mean-Field Games. CoRR Sudhanshu Agrawal, Wonjun Lee, Samy Wu Fung, Levon Nurbekyan
2022	J	`jnl`	Random features for high-dimensional nonlocal mean-field games. J. Comput. Phys. Sudhanshu Agrawal, Wonjun Lee, Samy Wu Fung, Levon Nurbekyan
2022	J	`jnl`	Taming Hyperparameter Tuning in Continuous Normalizing Flows Using the JKO Scheme. CoRR Alexander Vidal, Samy Wu Fung, Luis Tenorio, Stanley J. Osher, Levon Nurbekyan
2022	J	`jnl`	Wasserstein-Based Projections with Applications to Inverse Problems. SIAM J. Math. Data Sci. Howard Heaton, Samy Wu Fung, Alex Tong Lin, Stanley J. Osher, Wotao Yin
2021	—	`conf`	A Neural Network Approach Applied to Multi-Agent Optimal Control. ECC Derek Onken, Levon Nurbekyan, Xingjian Li, Samy Wu Fung, Stanley J. Osher, Lars Ruthotto
2021	J	`jnl`	Adaptive Uncertainty-Weighted ADMM for Distributed Optimization. CoRR Jianping Ye, Caleb Wan, Samy Wu Fung
2021	J	`jnl`	Feasibility-based Fixed Point Networks. CoRR Howard Heaton, Samy Wu Fung, Aviv Gibali, Wotao Yin
2021	J	`jnl`	Fixed Point Networks: Implicit Depth Models with Jacobian-Free Backprop. CoRR Samy Wu Fung, Howard Heaton, Qiuwei Li, Daniel McKenzie, Stanley J. Osher, Wotao Yin
2021	J	`jnl`	Learn to Predict Equilibria via Fixed Point Networks. CoRR Howard Heaton, Daniel McKenzie, Qiuwei Li, Samy Wu Fung, Stanley J. Osher, Wotao Yin
2021	A*	`conf`	OT-Flow: Fast and Accurate Continuous Normalizing Flows via Optimal Transport. AAAI Derek Onken, Samy Wu Fung, Xingjian Li, Lars Ruthotto
2021	J	`jnl`	PNKH-B: A Projected Newton-Krylov Method for Large-Scale Bound-Constrained Optimization. SIAM J. Sci. Comput. Kelvin K. Kan, Samy Wu Fung, Lars Ruthotto
2020	J	`jnl`	APAC-Net: Alternating the Population and Agent Control via Two Neural Networks to Solve High-Dimensional Stochastic Mean Field Games. CoRR Alex Tong Lin, Samy Wu Fung, Wuchen Li, Levon Nurbekyan, Stanley J. Osher
2020	J	`jnl`	Multigrid Optimization for Large-Scale Ptychographic Phase Retrieval. SIAM J. Imaging Sci. Samy Wu Fung, Zichao Wendy Di
2020	J	`jnl`	OT-Flow: Fast and Accurate Continuous Normalizing Flows via Optimal Transport. CoRR Derek Onken, Samy Wu Fung, Xingjian Li, Lars Ruthotto
2020	J	`jnl`	PNKH-B: A Projected Newton-Krylov Method for Large-Scale Bound-Constrained Optimization. CoRR Kelvin K. Kan, Samy Wu Fung, Lars Ruthotto
2020	J	`jnl`	Projecting to Manifolds via Unsupervised Learning. CoRR Howard Heaton, Samy Wu Fung, Alex Tong Lin, Stanley J. Osher, Wotao Yin
2019	J	`jnl`	A Machine Learning Framework for Solving High-Dimensional Mean Field Game and Mean Field Control Problems. CoRR Lars Ruthotto, Stanley J. Osher, Wuchen Li, Levon Nurbekyan, Samy Wu Fung
2019	J	`jnl`	A multiscale method for model order reduction in PDE parameter estimation. J. Comput. Appl. Math. Samy Wu Fung, Lars Ruthotto
2019	J	`jnl`	An Uncertainty-Weighted Asynchronous ADMM Method for Parallel PDE Parameter Estimation. SIAM J. Sci. Comput. Samy Wu Fung, Lars Ruthotto
2019	J	`jnl`	Large-Scale Classification using Multinomial Regression and ADMM. CoRR Samy Wu Fung, Sanna Tyrväinen, Lars Ruthotto, Eldad Haber