Juan Pablo Muñoz

24 papers A* 3Journal 9Unranked 12
YearRankTypeTitle / Venue / Authors
2026 — conf
FedReFT: Federated Representation Fine-Tuning with All-But-Me Aggregation.
EACL (Findings)
Fatema Siddika, Md. Anwar Hossen, Juan Pablo Muñoz, Tanya G. Roosta, Anuj Sharma, Ali Jannesari
2026 J jnl
SuperSFL: Resource-Heterogeneous Federated Split Learning with Weight-Sharing Super-Networks.
CoRR
Abdullah Al Asif, Sixing Yu, Juan Pablo Muñoz, Arya Mazaheri, Ali Jannesari
2025 — conf
Mamba-Shedder: Post-Transformer Compression for Efficient Selective Structured State Space Models.
NAACL (Long Papers)
Juan Pablo Muñoz, Jinjie Yuan, Nilesh Jain
2025 J jnl
PerfMamba: Performance Analysis and Pruning of Selective State Space Models.
CoRR
Abdullah Al Asif, Mobina Kashaniyan, Sixing Yu, Juan Pablo Muñoz, Ali Jannesari
2025 — conf
RTTC: Reward-Guided Collaborative Test-Time Compute.
EMNLP (Findings)
Juan Pablo Muñoz, Jinjie Yuan
2024 — conf
EFTNAS: Searching for Efficient Language Models in First-Order Weight-Reordered Super-Networks.
LREC/COLING
Juan Pablo Muñoz, Yi Zheng, Nilesh Jain
2024 — conf
Federated Foundation Models: Privacy-Preserving and Collaborative Learning for Large Models.
LREC/COLING
Sixing Yu, Juan Pablo Muñoz, Ali Jannesari
2024 — conf
LoNAS: Elastic Low-Rank Adapters for Efficient Large Language Models.
LREC/COLING
Juan Pablo Muñoz, Jinjie Yuan, Yi Zheng, Nilesh Jain
2024 — conf
SQFT: Low-cost Model Adaptation in Low-precision Sparse Foundation Models.
EMNLP (Findings)
Juan Pablo Muñoz, Jinjie Yuan, Nilesh Jain
2024 J jnl
SQFT: Low-cost Model Adaptation in Low-precision Sparse Foundation Models.
CoRR
Juan Pablo Muñoz, Jinjie Yuan, Nilesh Jain
2024 J jnl
The Landscape and Challenges of HPC Research and LLMs.
CoRR
Le Chen, Nesreen K. Ahmed, Akash Dutta, Arijit Bhattacharjee, Sixing Yu, Quazi Ishtiaque Mahmud, Waqwoya Abebe, Hung Phan, Aishwarya Sarkar, Branden Butler, Niranjan Hasabnis, Gal Oren, Vy A. Vo, Juan Pablo Muñoz, Theodore L. Willke, Tim Mattson, Ali Jannesari
2023 J jnl
LEFL: Low Entropy Client Sampling in Federated Learning.
CoRR
Waqwoya Abebe, Juan Pablo Muñoz, Ali Jannesari
2022 J jnl
A Hardware-Aware Framework for Accelerating Neural Architecture Search Across Modalities.
CoRR
Daniel Cummings, Anthony Sarah, Sharath Nittur Sridhar, Maciej Szankin, Juan Pablo Muñoz, Sairam Sundaresan
2022 — conf
Automated Super-Network Generation for Scalable Neural Architecture Search.
AutoML
Juan Pablo Muñoz, Nikolay Lyalyushkin, Chaunte Willetta Lacewell, Anastasia Senina, Daniel Cummings, Anthony Sarah, Alexander Kozlov, Nilesh Jain
2022 A* conf
EZNAS: Evolving Zero-Cost Proxies For Neural Architecture Scoring.
NeurIPS
Yash Akhauri, Juan Pablo Muñoz, Nilesh Jain, Ravi Iyer
2020 J jnl
Improving Place Recognition Using Dynamic Object Detection.
CoRR
Juan Pablo Muñoz, Scott D. Dexter
2019 J jnl
Vision-Based Mobile Indoor Assistive Navigation Aid for Blind People.
IEEE Trans. Mob. Comput.
Bing Li, Juan Pablo Muñoz, Xuejian Rong, Qingtian Chen, Jizhong Xiao, Yingli Tian, Aries Arditi, Mohammed Yousuf
2018 J jnl
Adaptive master-slave unscented Kalman filter for grid voltage frequency estimation.
IET Signal Process.
Juan Pablo Muñoz, Mario E. Magaña, Eduardo Cotilla Sanchez
2012 — conf
Learning to Avoid Collisions.
AAAI Fall Symposium: Robots Learning Interactively from Human Teachers
Elizabeth Sklar, Simon Parsons, Susan L. Epstein, Arif Tuna Ozgelen, Juan Pablo Muñoz, Farah Abbasi, Eric Schneider, Michael Costantino
2011 — conf
A Framework in which Robots and Humans Help Each Other.
AAAI Spring Symposium: Help Me Help You: Bridging the Gaps in Human-Agent Collaboration
Elizabeth Sklar, Susan L. Epstein, Simon Parsons, Arif Tuna Ozgelen, Juan Pablo Muñoz, Joel Gonzalez
2011 A* conf
Approaches to Multi-Robot Exploration and Localization.
AAAI
Arif Tuna Ozgelen, Michael Costantino, Adiba Ishak, Moses Kingston, Diquan Moore, Samuel Sanchez, Juan Pablo Muñoz, Simon Parsons, Elizabeth Sklar
2011 — conf
Designing the HRTeam Framework: Lessons Learned from a Rough-and-Ready Human/Multi-Robot Team.
AAMAS Workshops
Elizabeth Sklar, Arif Tuna Ozgelen, Juan Pablo Muñoz, Joel Gonzalez, Mark Manashirov, Susan L. Epstein, Simon Parsons
2011 A* conf
Learning from Demonstration in Spatial Exploration.
AAAI
Juan Pablo Muñoz, Arif Tuna Ozgelen, Elizabeth Sklar
2010 — conf
Developing a Framework for Team-Based Robotics Research.
Enabling Intelligence through Middleware
Elizabeth Sklar, Simon Parsons, Susan L. Epstein, Arif Tuna Ozgelen, George Rabanca, Sam Anzaroot, Joel Gonzalez, Jesse Lopez, Mitch Lustig, Linda Ma, Mark Manashirov, Juan Pablo Muñoz, S. Bruno Salazar, Miriam Schwartz