Jian Li

activity

20192026

most citedOperation-level Progressive Differentiable Architecture Search

3 citations · 6 across the 5 of their papers we have counts for

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cs.DC2026

MODAIC: Coordinated Asynchrony for Decentralized Multimodal Learning

Yanhang Shi, Xiaoyu Wang, Houwei Cao +2

Multimodal decentralized learning enables collaboration across heterogeneous edge devices without sharing raw data, but differing modality sets create coupled computation and commu…

cs.LG2026

When Does $ℓ_{2}$ -Boosting Overfit Benignly? High-Dimensional Risk Asymptotics and the $ℓ_{1}$ Implicit Bias

Ye Su, Jian Li, Yong Liu

Benign overfitting is well-characterized in $ℓ_{2}$ geometries, but its behavior under the $ℓ_{1}$ implicit bias of greedy ensembles remains challenging. The analytical barrier s…

cs.LG2026

PID-Guided Partial Alignment for Multimodal Decentralized Federated Learning

Yanhang Shi, Xiaoyu Wang, Houwei Cao +2

Multimodal decentralized federated learning (DFL) must support collaboration among agents that hold different modality subsets and often different model components, while operating…

MODAIC: Coordinated Asynchrony for Decentralized Multimodal Learning

When Does ℓ2​-Boosting Overfit Benignly? High-Dimensional Risk Asymptotics and the ℓ1​ Implicit Bias

PID-Guided Partial Alignment for Multimodal Decentralized Federated Learning

When Does $ℓ_{2}$ -Boosting Overfit Benignly? High-Dimensional Risk Asymptotics and the $ℓ_{1}$ Implicit Bias