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2020 – today
- 2025
[c4]Chen Dun, Mirian del Carmen Hipolito Garcia, Guoqing Zheng, Ahmed Hassan Awadallah, Robert Sim, Anastasios Kyrillidis:
Sweeping Heterogeneity with Smart MoPs: Mixture of Prompts for LLM Task Adaptation. AAAI 2025: 16426-16434- [c3]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:
BEST-Route: Adaptive LLM Routing with Test-Time Optimal Compute. ICML 2025 - [i9]Mirian Hipolito Garcia, Camille Couturier, Daniel Madrigal Díaz, Ankur Mallick, Anastasios Kyrillidis, Robert Sim, Victor Rühle, Saravan Rajmohan:
Exploring How LLMs Capture and Represent Domain-Specific Knowledge. CoRR abs/2504.16871 (2025) - [i8]Dongge Han, Menglin Xia, Daniel Madrigal Díaz, Samuel Kessler, Ankur Mallick, Xuchao Zhang, Mirian del Carmen Hipolito Garcia, Jin Xu, Victor Rühle, Saravan Rajmohan:
Enhancing Reasoning Capabilities of Small Language Models with Blueprints and Prompt Template Search. CoRR abs/2506.08669 (2025) - [i7]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:
BEST-Route: Adaptive LLM Routing with Test-Time Optimal Compute. CoRR abs/2506.22716 (2025) - 2024
- [i6]Shaokun Zhang, Jieyu Zhang, Dujian Ding, Mirian Hipolito Garcia, Ankur Mallick, Daniel Madrigal, Menglin Xia, Victor Rühle, Qingyun Wu, Chi Wang:
EcoAct: Economic Agent Determines When to Register What Action. CoRR abs/2411.01643 (2024) - 2023
- [c2]Chen Dun, Mirian Hipolito Garcia, Chris Jermaine, Dimitrios Dimitriadis, Anastasios Kyrillidis:
Efficient and Light-Weight Federated Learning via Asynchronous Distributed Dropout. AISTATS 2023: 6630-6660 - [c1]Andre Manoel, Mirian del Carmen Hipolito Garcia, Tal Baumel, Shize Su, Jialei Chen, Robert Sim, Dan Miller, Danny Karmon, Dimitrios Dimitriadis:
Federated Multilingual Models for Medical Transcript Analysis. CHIL 2023: 147-162 - [i5]Chen Dun, Mirian Hipolito Garcia, Guoqing Zheng, Ahmed Hassan Awadallah, Robert Sim, Anastasios Kyrillidis, Dimitrios Dimitriadis:
Fed-ZERO: Efficient Zero-shot Personalization with Federated Mixture of Experts. CoRR abs/2306.08586 (2023) - [i4]Chen Dun, Mirian Hipolito Garcia, Guoqing Zheng, Ahmed Hassan Awadallah, Anastasios Kyrillidis, Robert Sim:
Sweeping Heterogeneity with Smart MoPs: Mixture of Prompts for LLM Task Adaptation. CoRR abs/2310.02842 (2023) - 2022
- [i3]Dimitrios Dimitriadis, Mirian Hipolito Garcia, Daniel Madrigal Díaz, Andre Manoel, Robert Sim:
FLUTE: A Scalable, Extensible Framework for High-Performance Federated Learning Simulations. CoRR abs/2203.13789 (2022) - [i2]Chen Dun, Mirian Hipolito Garcia, Chris Jermaine, Dimitrios Dimitriadis, Anastasios Kyrillidis:
Efficient and Light-Weight Federated Learning via Asynchronous Distributed Dropout. CoRR abs/2210.16105 (2022) - [i1]Andre Manoel, Mirian Hipolito Garcia, Tal Baumel, Shize Su, Jialei Chen, Dan Miller, Danny Karmon, Robert Sim, Dimitrios Dimitriadis:
Federated Multilingual Models for Medical Transcript Analysis. CoRR abs/2211.09722 (2022)
Coauthor Index
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