Juan Pablo Munoz
8 papers · 2022–2026 · 5 conferences · across top CS/AI conferences
Achievements
Jump to papers ↓
π
Conference Polyglot
(4)
π
Interdisciplinary Bridge
πΊοΈ
Taxonomy Completionist
(16)
π§
Keyword Pioneer
π
Cross-Pollinator
(15)
Conferences
COLING (3)
EMNLP (2)
AUTOML (1)
EACL (1)
NAACL (1)
Top co-authors
Keywords
model compression
(3)
neural architecture search
(3)
parameter efficient fine-tuning
(2)
federated learning
(2)
weight sharing
(2)
parameter-efficient fine-tuning
(2)
low-rank adaptation
(2)
low-rank adapter
(2)
large language model
(2)
collaborative learning
(1)
sparse model
(1)
reward model
(1)
foundation model
(1)
weight-sharing super-network
(1)
transformer compression
(1)
model architecture
(1)
inference optimization
(1)
inference efficiency
(1)
retrieval-augmented generation
(1)
hidden representation
(1)
Papers
FedReFT: Federated Representation Fine-Tuning with All-But-Me Aggregation
EACL 2026
RTTC: Reward-Guided Collaborative Test-Time Compute
EMNLP 2025
Mamba-Shedder: Post-Transformer Compression for Efficient Selective Structured State Space Models
NAACL 2025
LoNAS: Elastic Low-Rank Adapters for Efficient Large Language Models
COLING 2024
SQFT: Low-cost Model Adaptation in Low-precision Sparse Foundation Models
EMNLP 2024
EFTNAS: Searching for Efficient Language Models in First-Order Weight-Reordered Super-Networks
COLING 2024
Federated Foundation Models: Privacy-Preserving and Collaborative Learning for Large Models
COLING 2024
Automated Super-Network Generation for Scalable Neural Architecture Search
AUTOML 2022