Nima Shoghi

According to our database, Nima Shoghi authored at least 10 papers between 2020 and 2024.

Collaborative distances:

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

2024

Distribution Learning for Molecular Regression.

Nima Shoghi, Pooya Shoghi, Anuroop Sriram, Abhishek Das

CoRR, 2024

From Molecules to Materials: Pre-training Large Generalizable Models for Atomic Property Prediction.

Nima Shoghi, Adeesh Kolluru, John R. Kitchin, Zachary W. Ulissi, C. Lawrence Zitnick, Brandon M. Wood

Proceedings of the Twelfth International Conference on Learning Representations, 2024

2023

Context-Aware Task Handling in Resource-Constrained Robots with Virtualization.

Ramyad Hadidi, Nima Shoghi Ghaleshahi, Bahar Asgari, Hyesoon Kim

Proceedings of the IEEE International Conference on Edge Computing and Communications, 2023

2022

The Open Catalyst 2022 (OC22) Dataset and Challenges for Oxide Electrocatalysis.

Richard Tran, Janice Lan, Muhammed Shuaibi, Siddharth Goyal, Brandon M. Wood, Abhishek Das, Javier Heras-Domingo, Adeesh Kolluru, Ammar Rizvi, Nima Shoghi, Anuroop Sriram, Zachary W. Ulissi, C. Lawrence Zitnick

CoRR, 2022

2021

SmaQ: Smart Quantization for DNN Training by Exploiting Value Clustering.

Nima Shoghi, Andrei Bersatti, Moinuddin K. Qureshi, Hyesoon Kim

IEEE Comput. Archit. Lett., 2021

Quantifying the design-space tradeoffs in autonomous drones.

Ramyad Hadidi, Bahar Asgari, Sam Jijina, Adriana Amyette, Nima Shoghi, Hyesoon Kim

Proceedings of the ASPLOS '21: 26th ACM International Conference on Architectural Support for Programming Languages and Operating Systems, 2021

2020

Secure Location-Aware Authentication and Communication for Intelligent Transportation Systems.

Nima Shoghi Ghaleshahi, Ramyad Hadidi, Jaewon Lee, Jun Chen, Arthur Siqueira, Rahul Rajan, Shaan Dhawan, Pooya Shoghi Ghalehshahi, Hyesoon Kim

CoRR, 2020

Neural Network Weight Compression with NNW-BDI.

Andrei Bersatti, Nima Shoghi, Hyesoon Kim

Proceedings of the MEMSYS 2020: The International Symposium on Memory Systems, 2020

Understanding the Software and Hardware Stacks of a General-Purpose Cognitive Drone.

Sam Jijina, Adriana Amyette, Nima Shoghi Ghaleshahi, Ramyad Hadidi, Hyesoon Kim

Proceedings of the IEEE International Symposium on Performance Analysis of Systems and Software, 2020

PISCES: Power-Aware Implementation of SLAM by Customizing Efficient Sparse Algebra.

Bahar Asgari, Ramyad Hadidi, Nima Shoghi Ghaleshahi, Hyesoon Kim

Proceedings of the 57th ACM/IEEE Design Automation Conference, 2020