| 2026 | DATE | MONET: A Mixture-of-Experts Accelerator with a Multicast-Optimized Two-Tier Network-on-Chip. | Siqin Liu, Maya Roediger, Avinash Karanth |
| 2025 | ICCV | Toward Low-SWaP Cognitive Agents: Neuromorphic Intelligence and FPGA-Based Deployments of Event Neural Networks. | Trevor Bihl, Rajashree Majumder, Zhewei Wang, Avinash Karanth, Jundong Liu |
| 2025 | QCE | Quantum Integrated Photonic Network-on-Chip for Multicore Architectures. | Zach Takacs, Harsha Chenji, Avinash Karanth |
| 2024 | ASPDAC | d-GUARD: Thwarting Denial-of-Service Attacks via Hardware Monitoring of Information Flow using Language Semantics in Embedded Systems. | Garett Cunningham, Harsha Chenji, David Juedes, Avinash Karanth |
| 2024 | HiPC | Training Photonic Mach Zehnder Meshes for Neural Network Acceleration. | Andy Wolff, Avinash Karanth |
| 2023 | ISCA | Flumen: Dynamic Processing in the Photonic Interconnect. | Kyle Shiflett, Avinash Karanth, Razvan C. Bunescu, Ahmed Louri |
| 2023 | SIGCSE | Reflections of Cybersecurity Workshop for K-12 Teachers. | Chad Mourning, Harsha Chenji, Allyson Hallman-Thrasher, Savas Kaya, Nasseef Abukamail, David Juedes, Avinash Karanth |
| 2022 | HPCA | SPACX: Silicon Photonics-based Scalable Chiplet Accelerator for DNN Inference. | Yuan Li, Ahmed Louri, Avinash Karanth |
| 2022 | SIGCSE | Reflections of Cybersecurity Workshop for K-12 Teachers and High School Students. | Chad Mourning, David Juedes, Allyson Hallman-Thrasher, Harsha Chenji, Savas Kaya, Avinash Karanth |
| 2021 | DAC | Scaling Deep-Learning Inference with Chiplet-based Architecture and Photonic Interconnects. | Yuan Li, Ahmed Louri, Avinash Karanth |
| 2021 | HiPC | Dynamic Voltage and Frequency Scaling to Improve Energy-Efficiency of Hardware Accelerators. | Siqin Liu, Avinash Karanth |
| 2021 | HPCA | CSCNN: Algorithm-hardware Co-design for CNN Accelerators using Centrosymmetric Filters. | Jiajun Li, Ahmed Louri, Avinash Karanth, Razvan C. Bunescu |
| 2021 | HPCA | GCNAX: A Flexible and Energy-efficient Accelerator for Graph Convolutional Neural Networks. | Jiajun Li, Ahmed Louri, Avinash Karanth, Razvan C. Bunescu |
| 2021 | ICCD | WiNN: Wireless Interconnect based Neural Network Accelerator. | Siqin Liu, Sushanth Karmunchi, Avinash Karanth, Soumyasanta Laha, Savas Kaya |
| 2021 | ISCA | Albireo: Energy-Efficient Acceleration of Convolutional Neural Networks via Silicon Photonics. | Kyle Shiflett, Avinash Karanth, Razvan C. Bunescu, Ahmed Louri |
| 2020 | HPCA | PIXEL: Photonic Neural Network Accelerator. | Kyle Shiflett, Dylan Wright, Avinash Karanth, Ahmed Louri |
| 2019 | DATE | High-performance, Energy-efficient, Fault-tolerant Network-on-Chip Design Using Reinforcement Learnin. | Ke Wang, Ahmed Louri, Avinash Karanth, Razvan C. Bunescu |
| 2019 | ISCA | IntelliNoC: a holistic design framework for energy-efficient and reliable on-chip communication for manycores. | Ke Wang, Ahmed Louri, Avinash Karanth, Razvan C. Bunescu |
| 2018 | ICCD | RETUNES: Reliable and Energy-Efficient Network-on-Chip Architecture. | Padmaja Bhamidipati, Avinash Karanth |