Jie Lei

According to our database, Jie Lei authored at least 13 papers between 2020 and 2026.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2026

Enhancing transformer performance and portability through auto-tuning frameworks.

Patricia Siwinska, Jie Lei, Adrián Castelló, Pedro Alonso-Jordá, Enrique S. Quintana-Ortí

J. Supercomput., March, 2026

Enabling RISC-V Vector Code Generation in MLIR through Custom xDSL Lowerings.

Jie Lei, Héctor Martínez, Adrián Castelló

CoRR, March, 2026

2025

Portable, High Performance Matrix Multiplication Micro-Kernels for RISC-V with ExO.

Adrián Castelló, Héctor Martínez, Sandra Catalán, Jie Lei, Yuka Ikarashi, Grace Dinh, Francisco D. Igual, Enrique S. Quintana-Ortí

Proceedings of the 33rd Euromicro International Conference on Parallel, 2025

2024

Hard SyDR: A Benchmarking Environment for Global Navigation Satellite System Algorithms.

Antoine Grenier, Jie Lei, Hans Jakob Damsgaard, Enrique S. Quintana-Ortí, Aleksandr Ometov, Elena Simona Lohan, Jari Nurmi

Sensors, January, 2024

Mapping Parallel Matrix Multiplication in GotoBLAS2 to the AMD Versal ACAP for Deep Learning.

Jie Lei, Enrique S. Quintana-Ortí

Proceedings of the 4th Workshop on Performance and Energy Efficiency in Concurrent and Distributed Systems, 2024

2023

A multi-step finite-state automaton for arbitrarily deterministic Tsetlin Machine learning.

Kuruge Darshana Abeyrathna, Ole-Christoffer Granmo, Rishad A. Shafik, Lei Jiao, Adrian Wheeldon, Alex Yakovlev, Jie Lei, Morten Goodwin

Expert Syst. J. Knowl. Eng., May, 2023

GEMM-Like Convolution for Deep Learning Inference on the Xilinx Versal.

Jie Lei, Héctor Martínez, José Flich, Enrique S. Quintana-Ortí

Proceedings of the High Performance Computing, 2023

Toward Matrix Multiplication for Deep Learning Inference on the Xilinx Versal.

Jie Lei, José Flich, Enrique S. Quintana-Ortí

Proceedings of the 31st Euromicro International Conference on Parallel, 2023

Towards Benchmarking GNSS Algorithms on FPGA using SyDR.

Antoine Grenier, Hans Jakob Damsgaard, Jie Lei, Enrique S. Quintana-Ortí, Aleksandr Ometov, Elena Simona Lohan, Jari Nurmi

Proceedings of the International Conference on Localization and GNSS, 2023

2022

Logic-based intelligence for batteryless sensors.

Abu Bakar, Tousif Rahman, Alessandro Montanari, Jie Lei, Rishad A. Shafik, Fahim Kawsar

Proceedings of the HotMobile '22: The 23rd International Workshop on Mobile Computing Systems and Applications, Tempe, Arizona, USA, March 9, 2022

2021

Low-Power Audio Keyword Spotting using Tsetlin Machines.

Jie Lei, Tousif Rahman, Rishad A. Shafik, Adrian Wheeldon, Alex Yakovlev, Ole-Christoffer Granmo, Fahim Kawsar, Akhil Mathur

CoRR, 2021

2020

A Novel Multi-step Finite-State Automaton for Arbitrarily Deterministic Tsetlin Machine Learning.

Kuruge Darshana Abeyrathna, Ole-Christoffer Granmo, Rishad A. Shafik, Alex Yakovlev, Adrian Wheeldon, Jie Lei, Morten Goodwin

Proceedings of the Artificial Intelligence XXXVII, 2020

From Arithmetic to Logic based AI: A Comparative Analysis of Neural Networks and Tsetlin Machine.

Jie Lei, Adrian Wheeldon, Rishad A. Shafik, Alex Yakovlev, Ole-Christoffer Granmo

Proceedings of the 27th IEEE International Conference on Electronics, Circuits and Systems, 2020