Wanyun Xie

14 papers A* 5Journal 8Unranked 1
YearRankTypeTitle / Venue / Authors
2026 J jnl
MaD-Mix: Multi-Modal Data Mixtures via Latent Space Coupling for Vision-Language Model Training.
CoRR
Wanyun Xie, Francesco Tonin, Volkan Cevher
2025 A* conf
Chameleon: A Flexible Data-mixing Framework for Language Model Pretraining and Finetuning.
ICML
Wanyun Xie, Francesco Tonin, Volkan Cevher
2025 J jnl
Chameleon: A Flexible Data-mixing Framework for Language Model Pretraining and Finetuning.
CoRR
Wanyun Xie, Francesco Tonin, Volkan Cevher
2025 J jnl
Generalized Gradient Norm Clipping & Non-Euclidean (L
CoRR
Thomas Pethick, Wanyun Xie, Mete Erdogan, Kimon Antonakopoulos, Tony Silveti-Falls, Volkan Cevher
2025 A* conf
Training Deep Learning Models with Norm-Constrained LMOs.
ICML
Thomas Pethick, Wanyun Xie, Kimon Antonakopoulos, Zhenyu Zhu, Antonio Silveti-Falls, Volkan Cevher
2025 J jnl
Training Deep Learning Models with Norm-Constrained LMOs.
CoRR
Thomas Pethick, Wanyun Xie, Kimon Antonakopoulos, Zhenyu Zhu, Antonio Silveti-Falls, Volkan Cevher
2024 A* conf
Improving SAM Requires Rethinking its Optimization Formulation.
ICML
Wanyun Xie, Fabian Latorre, Kimon Antonakopoulos, Thomas Pethick, Volkan Cevher
2024 J jnl
Improving SAM Requires Rethinking its Optimization Formulation.
CoRR
Wanyun Xie, Fabian Latorre, Kimon Antonakopoulos, Thomas Pethick, Volkan Cevher
2024 J jnl
Mixed Nash for Robust Federated Learning.
Trans. Mach. Learn. Res.
Wanyun Xie, Thomas Pethick, Ali Ramezani-Kebrya, Volkan Cevher
2024 A* conf
SAMPa: Sharpness-aware Minimization Parallelized.
NeurIPS
Wanyun Xie, Thomas Pethick, Volkan Cevher
2024 J jnl
SAMPa: Sharpness-aware Minimization Parallelized.
CoRR
Wanyun Xie, Thomas Pethick, Volkan Cevher
2023 A* conf
Stable Nonconvex-Nonconcave Training via Linear Interpolation.
NeurIPS
Thomas Pethick, Wanyun Xie, Volkan Cevher
2023 J jnl
Stable Nonconvex-Nonconcave Training via Linear Interpolation.
CoRR
Thomas Pethick, Wanyun Xie, Volkan Cevher
2017 — conf
Nonlinear Dimensionality Reduction via Homeomorphic Tangent Space and Compactness.
ICPCSEE (1)
Shaoqun Zhang, Wanyun Xie