| 2025 | CLOUD | Symbiosis: Multi-Adapter Inference and Fine-Tuning. | Saransh Gupta, Umesh Deshpande, Travis Janssen, Swaminathan Sundararaman |
| 2023 | ISLPED | Efficient Machine Learning on Encrypted Data Using Hyperdimensional Computing. | Yujin Nam, Minxuan Zhou, Saransh Gupta, Gabrielle De Micheli, Rosario Cammarota, Chris Wilkerson, Daniele Micciancio, Tajana Rosing |
| 2021 | ASPDAC | DP-Sim: A Full-stack Simulation Infrastructure for Digital Processing In-Memory Architectures. | Minxuan Zhou, Mohsen Imani, Yeseong Kim, Saransh Gupta, Tajana Rosing |
| 2021 | DAC | Invited: Accelerating Fully Homomorphic Encryption with Processing in Memory. | Saransh Gupta, Tajana Simunic Rosing |
| 2021 | ICCAD | Massively Parallel Big Data Classification on a Programmable Processing In-Memory Architecture. | Yeseong Kim, Mohsen Imani, Saransh Gupta, Minxuan Zhou, Tajana Simunic Rosing |
| 2021 | ICCD | Stochastic-HD: Leveraging Stochastic Computing on Hyper-Dimensional Computing. | Yilun Hao, Saransh Gupta, Justin Morris, Behnam Khaleghi, Baris Aksanli, Tajana Rosing |
| 2020 | DAC | CryptoPIM: In-memory Acceleration for Lattice-based Cryptographic Hardware. | Hamid Nejatollahi, Saransh Gupta, Mohsen Imani, Tajana Simunic Rosing, Rosario Cammarota, Nikil D. Dutt |
| 2020 | DATE | SCRIMP: A General Stochastic Computing Architecture using ReRAM in-Memory Processing. | Saransh Gupta, Mohsen Imani, Joonseop Sim, Andrew Huang, Fan Wu, M. Hassan Najafi, Tajana Rosing |
| 2020 | HPCA | Deep Learning Acceleration with Neuron-to-Memory Transformation. | Mohsen Imani, Mohammad Samragh Razlighi, Yeseong Kim, Saransh Gupta, Farinaz Koushanfar, Tajana Rosing |
| 2020 | ICCAD | THRIFTY: Training with Hyperdimensional Computing across Flash Hierarchy. | Saransh Gupta, Justin Morris, Mohsen Imani, Ranganathan Ramkumar, Jeffrey Yu, Aniket Tiwari, Baris Aksanli, Tajana Simunic Rosing |
| 2020 | ISLPED | Implementing binary neural networks in memory with approximate accumulation. | Saransh Gupta, Mohsen Imani, Hengyu Zhao, Fan Wu, Jishen Zhao, Tajana Simunic Rosing |
| 2020 | MICRO | DUAL: Acceleration of Clustering Algorithms using Digital-based Processing In-Memory. | Mohsen Imani, Saikishan Pampana, Saransh Gupta, Minxuan Zhou, Yeseong Kim, Tajana Rosing |
| 2019 | ASPDAC | FACH: FPGA-based acceleration of hyperdimensional computing by reducing computational complexity. | Mohsen Imani, Sahand Salamat, Saransh Gupta, Jiani Huang, Tajana Rosing |
| 2019 | ASPDAC | GRAM: graph processing in a ReRAM-based computational memory. | Minxuan Zhou, Mohsen Imani, Saransh Gupta, Yeseong Kim, Tajana Rosing |
| 2019 | DAC | Thermal-Aware Design and Management for Search-based In-Memory Acceleration. | Minxuan Zhou, Mohsen Imani, Saransh Gupta, Tajana Rosing |
| 2019 | DATE | HDCluster: An Accurate Clustering Using Brain-Inspired High-Dimensional Computing. | Mohsen Imani, Yeseong Kim, Thomas Worley, Saransh Gupta, Tajana Rosing |
| 2019 | ISCA | FloatPIM: in-memory acceleration of deep neural network training with high precision. | Mohsen Imani, Saransh Gupta, Yeseong Kim, Tajana Rosing |
| 2019 | ISLPED | RAPID: A ReRAM Processing in-Memory Architecture for DNA Sequence Alignment. | Saransh Gupta, Mohsen Imani, Behnam Khaleghi, Venkatesh Kumar, Tajana Rosing |
| 2018 | DATE | GenPIM: Generalized processing in-memory to accelerate data intensive applications. | Mohsen Imani, Saransh Gupta, Tajana Rosing |
| 2018 | ICCAD | FELIX: fast and energy-efficient logic in memory. | Saransh Gupta, Mohsen Imani, Tajana Rosing |
| 2018 | ISLPED | RMAC: Runtime Configurable Floating Point Multiplier for Approximate Computing. | Mohsen Imani, Ricardo Garcia, Saransh Gupta, Tajana Rosing |
| 2018 | ISLPED | GAS: A Heterogeneous Memory Architecture for Graph Processing. | Minxuan Zhou, Mohsen Imani, Saransh Gupta, Tajana Rosing |
| 2017 | DAC | Ultra-Efficient Processing In-Memory for Data Intensive Applications. | Mohsen Imani, Saransh Gupta, Tajana Rosing |
| 2017 | ISLPED | Efficient query processing in crossbar memory. | Mohsen Imani, Saransh Gupta, Atl Arredondo, Tajana Rosing |