Annual Conference on Neural Information Processing Systems

First Attentions Last: Better Exploiting First Attentions for Efficient Parallel Training

2025

Annual Conference of the Nations of the Americas Chapter of the Association for Computational Linguistics (NAACL)

Not All Adapters Matter: Selective Adapter Freezing for Memory-Efficient Fine-Tuning of Language Models

2025

ACM/IEEE Symposium on Edge Computing (SEC)

Elastic Execution of Multi-Tenant DNNs on Heterogeneous Edge MPSoCs

2024

IEEE International Symposium on Workload Characterization (IISWC)

Mediator: Characterizing and Optimizing Multi-DNN Inference for Energy Efficient Edge Intelligence

2024

IEEE/ACM International Symposium on Low Power Electronics and Design (ISLPED)

CLOVER: Carbon Optimization of Federated Learning over Heterogeneous Clients

2024