2025

ComPO: Zeroth-Order Preference Optimization via Comparison Oracles
ComPO: Zeroth-Order Preference Optimization via Comparison Oracles

Peter Chen, Xi Chen, Wotao Yin, Tianyi Lin

NeurIPS 2025, In Submission

[HuggingFace🤗]

ComPO: Zeroth-Order Preference Optimization via Comparison Oracles

Peter Chen, Xi Chen, Wotao Yin, Tianyi Lin

NeurIPS 2025, In Submission

[HuggingFace🤗]

Displacement-Sparse Neural Optimal Transport
Displacement-Sparse Neural Optimal Transport

Peter Chen, Yue Xie, Qingpeng Zhang

ICML 2025, Under Review

[Paper] [Code]

Displacement-Sparse Neural Optimal Transport

Peter Chen, Yue Xie, Qingpeng Zhang

ICML 2025, Under Review

[Paper] [Code]

Geometric Framework for 3D Cell Segmentation Correction
Geometric Framework for 3D Cell Segmentation Correction

Peter Chen, Bryan Chang, Olivia Annette Creasey, Julie Beth Sneddon, Yining Liu

ICML 2025, Under Review

[Paper] [Code]

Geometric Framework for 3D Cell Segmentation Correction

Peter Chen, Bryan Chang, Olivia Annette Creasey, Julie Beth Sneddon, Yining Liu

ICML 2025, Under Review

[Paper] [Code]

2024

SICNN: Sparsity-induced Input Convex Neural Network

Peter Chen, Yue Xie, Qingpeng Zhang

NeurIPS 2024 Optimization for Machine Learning

[Paper] [Code]

SICNN: Sparsity-induced Input Convex Neural Network

Peter Chen, Yue Xie, Qingpeng Zhang

NeurIPS 2024 Optimization for Machine Learning

[Paper] [Code]