Amir Jalalirad

Researcher, QualComm

Joined

October 2024

Names

Amir Jalalirad (Preferred)

Emails

****@qti.qualcomm.com (Confirmed)

****@here.com

Personal Links

DBLP

ORCID

Career & Education History

Researcher

QualComm (qualcomm.com)

2020 – Present

Researcher

HERE North America LLC (here.com)

2016 – 2020

PhD student

EE, Eindhoven University of Technology (tue.nl)

2012 – 2016

Advisors, Relations & Conflicts

No relations added

Expertise

No areas of expertise listed

Publications

Dynamic Tool Dependency Retrieval for Efficient Function Calling
Bhrij Patel, Davide Belli, Amir Jalalirad, Maximilian Arnold, Aleksandr Ermolov, Bence Major
- ICLR 2026 Conference Desk Rejected Submission
- Readers: Everyone
Neural Augmented Kalman Filters for Road Network assisted GNSS positioning
Hans Van Gorp, Davide Belli, Amir Jalalirad, Bence Major
- CoRR 2025
- Readers: Everyone
Neural Augmented Kalman Filters for Road Network assisted GNSS positioning
Hans van Gorp, Davide Belli, Amir Jalalirad, Bence Major
- ICML Workshop on ML4Wireless
- Readers: Everyone
Efficient LLM Inference using Dynamic Input Pruning and Cache-Aware Masking
Marco Federici, Davide Belli, Mart Van Baalen, Amir Jalalirad, Andrii Skliar, Bence Major, Markus Nagel, Paul Whatmough
- MLSys 2025 withshepherding
- Readers: Everyone
Efficient LLM Inference using Dynamic Input Pruning and Cache-Aware Masking
Marco Federici, Davide Belli, Mart van Baalen, Amir Jalalirad, Andrii Skliar, Bence Major, Markus Nagel, Paul N. Whatmough
- CoRR 2024
- Readers: Everyone
GNSS Positioning using Cost Function Regulated Multilateration and Graph Neural Networks
Amir Jalalirad, Davide Belli, Bence Major, Songwon Jee, Himanshu Shah, Will Morrison
- CoRR 2024
- Readers: Everyone
A Simple and Efficient Federated Recommender System
Amir Jalalirad, Marco Scavuzzo, Catalin Capota, Michael R. Sprague
- BDCAT 2019
- Readers: Everyone
Using Feature-Based Models with Complexity Penalization for Selecting Features
Amir Jalalirad, Tjalling J. Tjalkens
- J. Signal Process. Syst. 2018
- Readers: Everyone
Asynchronous Federated Learning for Geospatial Applications
Michael R. Sprague, Amir Jalalirad, Marco Scavuzzo, Catalin Capota, Moritz Neun, Lyman Do, Michael Kopp
- Published: 01 Jan 2018, Last Modified: 09 May 2023
- DMLE/IOTSTREAMING@PKDD/ECML 2018
- Readers: Everyone
An Efficient Method for Computing a Bayesian Mixture of Feature-Based Models
Amir Jalalirad, Tjalling J. Tjalkens
- Int. J. Pattern Recognit. Artif. Intell. 2016
- Readers: Everyone

View all 11 publications