PISCES: Power-Aware Implementation of SLAM by Customizing Efficient Sparse Algebra. - Bahar Asgari; Ramyad Hadidi; Nima Shoghi Ghaleshahi; Hyesoon Kim (DAC, 2020)

Understanding the Software and Hardware Stacks of a General-Purpose Cognitive Drone. - Sam Jijina; Adriana Amyette; Nima Shoghi Ghaleshahi; Ramyad Hadidi; Hyesoon Kim (ISPASS, 2020)

Neural Network Weight Compression with NNW-BDI. - Andrei Bersatti; Nima Shoghi; Hyesoon Kim (MEMSYS, 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)

Quantifying the design-space tradeoffs in autonomous drones. - Ramyad Hadidi; Bahar Asgari; Sam Jijina; Adriana Amyette; Nima Shoghi; Hyesoon Kim (ASPLOS, 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)

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; et al. (CoRR, 2022)

Context-Aware Task Handling in Resource-Constrained Robots with Virtualization. - Ramyad Hadidi; Nima Shoghi Ghaleshahi; Bahar Asgari; Hyesoon Kim (EDGE, 2023)

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 (ICLR, 2024)

Distribution Learning for Molecular Regression. - Nima Shoghi; Pooya Shoghi; Anuroop Sriram; Abhishek Das (CoRR, 2024)

MatterTune: An Integrated, User-Friendly Platform for Fine-Tuning Atomistic Foundation Models to Accelerate Materials Simulation and Discovery. - Lingyu Kong; Nima Shoghi; Guoxiang Hu; Pan Li; Victor Fung (CoRR, 2025)