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J. Pablo Muñoz

Observed names: J. Pablo Munoz, Juan Pablo Munoz, Juan Pablo Muñoz, Munoz, Juan, Munoz, Juan Pablo, Muñoz, J. Pablo, Muñoz, Juan Pablo
Observed institution: Intel (United States)
ORCID: 0000-0002-5901-4023
Observed ORCID: 0000-0002-5901-4023
OpenAlex ID: A5032589750
Federated Foundation Models: Privacy-Preserving and Collaborative Learning for Large Models
2024 · Sixing Yu, Juan Pablo Munoz, et al. · Language Resources and Evaluation Conference (LREC) · 27
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Enhancing Heterogeneous Federated Learning with Knowledge Extraction and Multi-Model Fusion
2023 · Duy Phuong Nguyen, Sixing Yu, et al. · International Conference for High Performance Computing, Networking, Storage and Analysis (SC) · 10
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LoNAS: Elastic Low-Rank Adapters for Efficient Large Language Models
2024 · Juan Pablo Munoz, Jinjie Yuan, et al. · Language Resources and Evaluation Conference (LREC) · 3
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Resource-Aware Heterogeneous Federated Learning with Specialized Local Models
2024 · Sixing Yu, J. Pablo Muñoz, et al. · Lecture notes in computer science · 3
Federated Multimodal Learning with Dual Adapters and Selective Pruning for Communication and Computational Efficiency
2025 · Duy Phuong Nguyen, J. Pablo Muñoz, et al. · IEEE/ACM International Symposium on Cluster, Cloud and Grid Computing (CCGrid) · 2
Mamba-Shedder: Post-Transformer Compression for Efficient Selective Structured State Space Models
2025 · Juan Pablo Munoz, Jinjie Yuan, et al. · Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies (NAACL-HLT) · 2
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Bridging the Gap Between Foundation Models and Heterogeneous Federated Learning
2023 · Yu, Sixing, Muñoz, J. Pablo, et al. · arXiv (Cornell University) · 2
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Low-Rank Adapters Meet Neural Architecture Search for LLM Compression
2025 · Muñoz, J. Pablo, Yuan, Jinjie, et al. · arXiv (Cornell University) · 1
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Enabling NAS with Automated Super-Network Generation
2021 · Muñoz, J. Pablo, Lyalyushkin, Nikolay, et al. · arXiv (Cornell University) · 1
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Resource-Aware Online Tuning for Heterogeneous Federated Learning
2026 · Abdullah Al Asif, Fan Zhou, et al. · ACM International Symposium on High-Performance Parallel and Distributed Computing (HPDC)
HeLoCo: Efficient asynchronous low-communication training under data and device heterogeneity
2026 · Asif, Abdullah Al, Diem, Patrick, et al. · arXiv (Cornell University)
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CRAFT: Forgetting-Aware Intervention-Based Adaptation for Continual Learning
2026 · Hossen, Md Anwar, Siddika, Fatema, et al. · arXiv (Cornell University)
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FedReFT: Federated Representation Fine-Tuning with All-But-Me Aggregation
2026 · Association for Computational Linguistics 2026, Hossen, Md Anwar, et al. · Underline Science Inc.
SuperSFL: Resource-Heterogeneous Federated Split Learning with Weight-Sharing Super-Networks
2026 · Asif, Abdullah Al, Yu, Sixing, et al. · arXiv (Cornell University)
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FedReFT: Federated Representation Fine-Tuning with All-But-Me Aggregation
2026 · Fatema Siddika, Md Anwar Hossen, et al. · Findings of the Association for Computational Linguistics: EACL
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PerfMamba: Performance Analysis and Pruning of Selective State Space Models
2026 · Abdullah Al Asif, Mobina Kashaniyan, et al. · Lecture notes in computer science
SparAMX: Accelerating Compressed LLMs Token Generation on AMX-powered CPUs
2025 · AbouElhamayed, Ahmed F., Dotzel, Jordan, et al. · arXiv (Cornell University)
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Mamba-Shedder: Post-Transformer Compression for Efficient Selective Structured State Space Models
2025 · Muñoz, J. Pablo, Yuan, Jinjie, et al. · arXiv (Cornell University)
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MultiPruner: Balanced Structure Removal in Foundation Models
2025 · Muñoz, J. Pablo, Yuan, Jinjie, et al. · arXiv (Cornell University)
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EFTNAS: Searching for Efficient Language Models in First-Order Weight-Reordered Super-Networks
2024 · Juan Pablo Munoz, Yi Zheng, et al. · Language Resources and Evaluation Conference (LREC)
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Works count: 25
Citation count: 52
H-index: 3
I10-index: 2
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