research

@article{hhl24ncgbal,
  title = {A {N}ewton-{CG} based barrier-augmented {L}agrangian method for general nonconvex conic optimization},
  author = {He, Chuan and Huang, Heng and Lu, Zhaosong},
  year = {2024}
}

@article{hl24nch,
  title = {{N}ewton-{CG} methods for nonconvex unconstrained optimization with {H}\"older condition},
  author = {He, Chuan and Lu, Zhaosong},
  year = {2024}
}

@article{hps24flcc,
  title = {Federated learning with convex global and local constraints},
  journal = {Transactions on Machine Learning Research},
  author = {He, Chuan and Peng, Le and Sun, Ju},
  year = {2024}
}

@article{gzh23drpb,
  title = {Decision rule approaches for pessimistic bilevel linear programs under moment ambiguity with facility location applications},
  author = {Goyal, Akshit and Zhang, Yiling and He, Chuan},
  journal = {INFORMS Journal on Computing},
  volume = {35},
  number = {6},
  pages = {1342--1360},
  publisher = {INFORMS},
  year = {2023}
}

@article{ilh2023fw,
  title = {A parameter-free conditional gradient method for composite minimization under {H}\"older condition},
  author = {Ito, Masaru and Lu, Zhaosong and He, Chuan},
  journal = {Journal of Machine Learning Research},
  volume = {24},
  number = {166},
  pages = {1--34},
  year = {2023}
}

@article{hlp2023ncgal,
  title = {A {N}ewton-{CG} based augmented {L}agrangian method for finding a second-order stationary point of nonconvex equality constrained optimization with complexity guarantees},
  author = {He, Chuan and Lu, Zhaosong and Pong, Ting Kei},
  journal = {SIAM Journal on Optimization},
  volume = {33},
  number = {3},
  pages = {1734--1766},
  publisher = {SIAM},
  year = {2023}
}

@article{hl2023ncgb,
  title = {A {N}ewton-{CG} based barrier method for finding a second-order stationary point of nonconvex conic optimization with complexity guarantees},
  author = {He, Chuan and Lu, Zhaosong},
  journal = {SIAM Journal on Optimization},
  volume = {33},
  number = {2},
  pages = {1191--1222},
  publisher = {SIAM},
  year = {2023}
}