Mirian Hipolito Garcia

Senior Researcher

Publications

Afficher par:

- BEST-Route: Adaptive LLM Routing with Test-Time Optimal Compute
  
  Dujian Ding, Ankur Mallick, Shaokun Zhang, Chi Wang, Daniel Madrigal, Mirian Hipolito Garcia, Menglin Xia, L. Lakshmanan, Qingyun Wu, Victor Ruehle
  
  ArXiv | June 2025, Vol abs/2506.22716
  
  DOI Publication Publication
- Enhancing Reasoning Capabilities of Small Language Models with Blueprints and Prompt Template Search
  
  Dongge Han, Menglin Xia, Daniel Madrigal, Samuel Kessler, Ankur Mallick, Xuchao Zhang, Mirian Hipolito Garcia, Jin Xu, Victor Ruehle, Saravan Rajmohan
  
  ICML TTODLer-FM Workshop 2025 | June 2025
  
  DOI Publication Publication Projet
- 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 Ruehle, Qingyun Wu, Chi Wang
  
  ICLR Workshop on Reasoning and Planning for Large Language Models | April 2025
  
  Publication Projet Projet
- Exploring How LLMs Capture and Represent Domain-Specific Knowledge
  
  Mirian Hipolito Garcia, Camille Couturier, Daniel Madrigal, Ankur Mallick, Anastasios Kyrillidis,, Robert Sim, Victor Ruehle, Saravan Rajmohan
  
  April 2025
  
  Publication Projet
- Sweeping Heterogeneity with Smart MoPs: Mixture of Prompts for LLM Task Adaptation
  
  Chen Dun, Mirian Hipolito Garcia, Guoqing Zheng, Ahmed Awadallah, Anastasios Kyrillidis, Robert Sim
  
  ArXiv | October 2023, Vol abs/2310.02842
  
  DOI Publication Publication Publication
- Federated Multilingual Models for Medical Transcript Analysis
  
  Andre Manoel, Mirian Hipolito Garcia, Tal Baumel, Shize Su, Jialei Chen, Dan Miller, Danny Karmon, Robert Sim, Dimitrios Dimitriadis
  
  Conference on Health, Inference, and Learning | June 2023
  
  Publication
- Learning to Specialize: Joint Gating-Expert Training for Adaptive MoEs in Decentralized Settings
  
  Yehya Farhat, Hamza ElMokhtar Shili, Fangshuo Liao, Chen Dun, Mirian Hipolito Garcia, Guoqing Zheng, Ahmed Awadallah, Robert Sim, Dimitrios Dimitriadis, Anastasios Kyrillidis
  
  NeurIPS 2025 | June 2023
  
  Publication
- FedJETs: Efficient Just-In-Time Personalization with Federated Mixture of Experts
  
  Chen Dun, Mirian Hipolito Garcia, Guoqing Zheng, Ahmed Hassan Awadallah, Robert Sim, Anastasios Kyrillidis, Dimitrios Dimitriadis
  
  June 2023
- FLUTE: A Scalable, Extensible Framework for High-Performance Federated Learning Simulations
  
  Dimitrios Dimitriadis, Mirian Hipolito Garcia, Daniel Madrigal, Andre Manoel, Robert Sim
  
  March 2022
  
  Preprint Github Projet

- BEST-Route: Adaptive LLM Routing with Test-Time Optimal Compute
  
  Dujian Ding, Ankur Mallick, Shaokun Zhang, Chi Wang, Daniel Madrigal, Mirian Hipolito Garcia, Menglin Xia, L. Lakshmanan, Qingyun Wu, Victor Ruehle
  
  ArXiv | June 2025, Vol abs/2506.22716
  
  DOI Publication Publication
- Enhancing Reasoning Capabilities of Small Language Models with Blueprints and Prompt Template Search
  
  Dongge Han, Menglin Xia, Daniel Madrigal, Samuel Kessler, Ankur Mallick, Xuchao Zhang, Mirian Hipolito Garcia, Jin Xu, Victor Ruehle, Saravan Rajmohan
  
  ICML TTODLer-FM Workshop 2025 | June 2025
  
  DOI Publication Publication Projet
- 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 Ruehle, Qingyun Wu, Chi Wang
  
  ICLR Workshop on Reasoning and Planning for Large Language Models | April 2025
  
  Publication Projet Projet
- Exploring How LLMs Capture and Represent Domain-Specific Knowledge
  
  Mirian Hipolito Garcia, Camille Couturier, Daniel Madrigal, Ankur Mallick, Anastasios Kyrillidis,, Robert Sim, Victor Ruehle, Saravan Rajmohan
  
  April 2025
  
  Publication Projet
- Sweeping Heterogeneity with Smart MoPs: Mixture of Prompts for LLM Task Adaptation
  
  Chen Dun, Mirian Hipolito Garcia, Guoqing Zheng, Ahmed Awadallah, Anastasios Kyrillidis, Robert Sim
  
  ArXiv | October 2023, Vol abs/2310.02842
  
  DOI Publication Publication Publication
- Learning to Specialize: Joint Gating-Expert Training for Adaptive MoEs in Decentralized Settings
  
  Yehya Farhat, Hamza ElMokhtar Shili, Fangshuo Liao, Chen Dun, Mirian Hipolito Garcia, Guoqing Zheng, Ahmed Awadallah, Robert Sim, Dimitrios Dimitriadis, Anastasios Kyrillidis
  
  NeurIPS 2025 | June 2023
  
  Publication
- Federated Multilingual Models for Medical Transcript Analysis
  
  Andre Manoel, Mirian Hipolito Garcia, Tal Baumel, Shize Su, Jialei Chen, Dan Miller, Danny Karmon, Robert Sim, Dimitrios Dimitriadis
  
  Conference on Health, Inference, and Learning | June 2023
  
  Publication
- FedJETs: Efficient Just-In-Time Personalization with Federated Mixture of Experts
  
  Chen Dun, Mirian Hipolito Garcia, Guoqing Zheng, Ahmed Hassan Awadallah, Robert Sim, Anastasios Kyrillidis, Dimitrios Dimitriadis
  
  June 2023
- FLUTE: A Scalable, Extensible Framework for High-Performance Federated Learning Simulations
  
  Dimitrios Dimitriadis, Mirian Hipolito Garcia, Daniel Madrigal, Andre Manoel, Robert Sim
  
  March 2022
  
  Preprint Github Projet
- Federated Multilingual Models for Medical Transcript Analysis
  
  Andre Manoel, Mirian Hipolito Garcia, Tal Baumel, Shize Su, Jialei Chen, Dan Miller, Danny Karmon, Robert Sim, Dimitrios Dimitriadis
  
  Conference on Health, Inference, and Learning | June 2023
  
  Publication
- FLUTE: A Scalable, Extensible Framework for High-Performance Federated Learning Simulations
  
  Dimitrios Dimitriadis, Mirian Hipolito Garcia, Daniel Madrigal, Andre Manoel, Robert Sim
  
  March 2022
  
  Preprint Github Projet

- Enhancing Reasoning Capabilities of Small Language Models with Blueprints and Prompt Template Search
  
  Dongge Han, Menglin Xia, Daniel Madrigal, Samuel Kessler, Ankur Mallick, Xuchao Zhang, Mirian Hipolito Garcia, Jin Xu, Victor Ruehle, Saravan Rajmohan
  
  ICML TTODLer-FM Workshop 2025 | June 2025
  
  DOI Publication Publication Projet
- 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 Ruehle, Qingyun Wu, Chi Wang
  
  ICLR Workshop on Reasoning and Planning for Large Language Models | April 2025
  
  Publication Projet Projet
- Learning to Specialize: Joint Gating-Expert Training for Adaptive MoEs in Decentralized Settings
  
  Yehya Farhat, Hamza ElMokhtar Shili, Fangshuo Liao, Chen Dun, Mirian Hipolito Garcia, Guoqing Zheng, Ahmed Awadallah, Robert Sim, Dimitrios Dimitriadis, Anastasios Kyrillidis
  
  NeurIPS 2025 | June 2023
  
  Publication
- Federated Multilingual Models for Medical Transcript Analysis
  
  Andre Manoel, Mirian Hipolito Garcia, Tal Baumel, Shize Su, Jialei Chen, Dan Miller, Danny Karmon, Robert Sim, Dimitrios Dimitriadis
  
  Conference on Health, Inference, and Learning | June 2023
  
  Publication
- BEST-Route: Adaptive LLM Routing with Test-Time Optimal Compute
  
  Dujian Ding, Ankur Mallick, Shaokun Zhang, Chi Wang, Daniel Madrigal, Mirian Hipolito Garcia, Menglin Xia, L. Lakshmanan, Qingyun Wu, Victor Ruehle
  
  ArXiv | June 2025, Vol abs/2506.22716
  
  DOI Publication Publication
- Sweeping Heterogeneity with Smart MoPs: Mixture of Prompts for LLM Task Adaptation
  
  Chen Dun, Mirian Hipolito Garcia, Guoqing Zheng, Ahmed Awadallah, Anastasios Kyrillidis, Robert Sim
  
  ArXiv | October 2023, Vol abs/2310.02842
  
  DOI Publication Publication Publication
- Exploring How LLMs Capture and Represent Domain-Specific Knowledge
  
  Mirian Hipolito Garcia, Camille Couturier, Daniel Madrigal, Ankur Mallick, Anastasios Kyrillidis,, Robert Sim, Victor Ruehle, Saravan Rajmohan
  
  April 2025
  
  Publication Projet
- FedJETs: Efficient Just-In-Time Personalization with Federated Mixture of Experts
  
  Chen Dun, Mirian Hipolito Garcia, Guoqing Zheng, Ahmed Hassan Awadallah, Robert Sim, Anastasios Kyrillidis, Dimitrios Dimitriadis
  
  June 2023
- FLUTE: A Scalable, Extensible Framework for High-Performance Federated Learning Simulations
  
  Dimitrios Dimitriadis, Mirian Hipolito Garcia, Daniel Madrigal, Andre Manoel, Robert Sim
  
  March 2022
  
  Preprint Github Projet

Mirian Hipolito Garcia

Publications

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

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

EcoAct: Economic Agent Determines When to Register What Action

Exploring How LLMs Capture and Represent Domain-Specific Knowledge

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

Federated Multilingual Models for Medical Transcript Analysis

Learning to Specialize: Joint Gating-Expert Training for Adaptive MoEs in Decentralized Settings

FedJETs: Efficient Just-In-Time Personalization with Federated Mixture of Experts

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

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

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

EcoAct: Economic Agent Determines When to Register What Action

Exploring How LLMs Capture and Represent Domain-Specific Knowledge

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

Learning to Specialize: Joint Gating-Expert Training for Adaptive MoEs in Decentralized Settings

Federated Multilingual Models for Medical Transcript Analysis

FedJETs: Efficient Just-In-Time Personalization with Federated Mixture of Experts

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

Federated Multilingual Models for Medical Transcript Analysis

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

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

EcoAct: Economic Agent Determines When to Register What Action

Learning to Specialize: Joint Gating-Expert Training for Adaptive MoEs in Decentralized Settings

Federated Multilingual Models for Medical Transcript Analysis

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

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

Exploring How LLMs Capture and Represent Domain-Specific Knowledge

FedJETs: Efficient Just-In-Time Personalization with Federated Mixture of Experts

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

Contact Mirian Hipolito Garcia

Microsoft Research Lab – Redmond