Mirian Hipolito Garcia

According to our database, Mirian Hipolito Garcia authored at least 9 papers between 2022 and 2025.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2025

Enhancing Reasoning Capabilities of Small Language Models with Blueprints and Prompt Template Search.

Dongge Han, Menglin Xia, Daniel Madrigal Díaz, Samuel Kessler, Ankur Mallick, Xuchao Zhang, Mirian del Carmen Hipolito Garcia, Jin Xu, Victor Rühle, Saravan Rajmohan

CoRR, June, 2025

Exploring How LLMs Capture and Represent Domain-Specific Knowledge.

Mirian Hipolito Garcia, Camille Couturier, Daniel Madrigal Díaz, Ankur Mallick, Anastasios Kyrillidis, Robert Sim, Victor Rühle, Saravan Rajmohan

CoRR, April, 2025

BEST-Route: Adaptive LLM Routing with Test-Time Optimal Compute.

Dujian Ding, Ankur Mallick, Shaokun Zhang, Chi Wang, Daniel Madrigal, Mirian del Carmen Hipolito Garcia, Menglin Xia, Laks V. S. Lakshmanan, Qingyun Wu, Victor Rühle

Proceedings of the Forty-second International Conference on Machine Learning, 2025

Sweeping Heterogeneity with Smart MoPs: Mixture of Prompts for LLM Task Adaptation.

Chen Dun, Mirian del Carmen Hipolito Garcia, Guoqing Zheng, Ahmed Hassan Awadallah, Robert Sim, Anastasios Kyrillidis

Proceedings of the Thirty-Ninth AAAI Conference on Artificial Intelligence, 2025

2024

EcoAct: Economic Agent Determines When to Register What Action.

Shaokun Zhang, Jieyu Zhang, Dujian Ding, Mirian Hipolito Garcia, Ankur Mallick, Daniel Madrigal, Menglin Xia, Victor Rühle, Qingyun Wu, Chi Wang

CoRR, 2024

2023

Fed-ZERO: Efficient Zero-shot Personalization with Federated Mixture of Experts.

Chen Dun, Mirian Hipolito Garcia, Guoqing Zheng, Ahmed Hassan Awadallah, Robert Sim, Anastasios Kyrillidis, Dimitrios Dimitriadis

CoRR, 2023

Federated Multilingual Models for Medical Transcript Analysis.

Andre Manoel, Mirian del Carmen Hipolito Garcia, Tal Baumel, Shize Su, Jialei Chen, Robert Sim, Dan Miller, Danny Karmon, Dimitrios Dimitriadis

Proceedings of the Conference on Health, Inference, and Learning, 2023

Efficient and Light-Weight Federated Learning via Asynchronous Distributed Dropout.

Chen Dun, Mirian Hipolito Garcia, Chris Jermaine, Dimitrios Dimitriadis, Anastasios Kyrillidis

Proceedings of the International Conference on Artificial Intelligence and Statistics, 2023

2022

FLUTE: A Scalable, Extensible Framework for High-Performance Federated Learning Simulations.

Dimitrios Dimitriadis, Mirian Hipolito Garcia, Daniel Madrigal Díaz, Andre Manoel, Robert Sim

CoRR, 2022