| 2025 | RAID | Malware and Vulnerability Analysis using Graph-synchronized Language Model. | Paventhan Vivekanandan, Alexander Shroyer, Martin Swany |
| 2024 | EuroPar | Offloading PyTorch Collective Operations to Independent Programmable Logic at the Edge. | Chanaka Hettige, Ankush Pathak, Luke D'Alessandro, Martin Swany |
| 2023 | CLUSTER | Accelerating Distributed ML Training via Selective Synchronization. | Sahil Tyagi, Martin Swany |
| 2023 | CLUSTER | Accelerating Distributed ML Training via Selective Synchronization (Poster Abstract). | Sahil Tyagi, Martin Swany |
| 2023 | ICASSP | QTROJAN: A Circuit Backdoor Against Quantum Neural Networks. | Cheng Chu, Lei Jiang, Martin Swany, Fan Chen |
| 2023 | ICASSP | IQGAN: Robust Quantum Generative Adversarial Network for Image Synthesis On NISQ Devices. | Cheng Chu, Grant Skipper, Martin Swany, Fan Chen |
| 2023 | ICS | GPULZ: Optimizing LZSS Lossless Compression for Multi-byte Data on Modern GPUs. | Boyuan Zhang, Jiannan Tian, Sheng Di, Xiaodong Yu, Martin Swany, Dingwen Tao, Franck Cappello |
| 2022 | HPDC | Enabling Stateful Functions for Stream Processing in the Programmable Data Plane. | Sabra Ossen, Lucas R. B. Brasilino, Luke Dalessandro, Martin Swany |
| 2022 | WCNC | Distributed Cooperative Reinforcement Learning for Wireless Sensor Network Routing. | Adam Barker, Martin Swany |
| 2020 | VTS | SeRFI: Secure Remote FPGA Initialization in an Untrusted Environment. | Adam Duncan, Adib Nahiyan, Fahim Rahman, Grant Skipper, Martin Swany, Andrew Lukefahr, Farimah Farahmandi, Mark Tehranipoor |
| 2019 | ISPDC | RDMA Managed Buffers: A Case for Accelerating Communication Bound Processes via Fine-Grained Events for Zero-Copy Message Passing. | Udayanga Wickramasinghe, Andrew Lumsdaine, Saliya Ekanayake, Martin Swany |
| 2017 | EuroPar | Accelerating the 3-D FFT Using a Heterogeneous FPGA Architecture. | Matthew Anderson, Maciej Brodowicz, Martin Swany, Thomas L. Sterling |
| 2017 | UCC | Low Latency Stream Processing: Apache Heron with Infiniband & Intel Omni-Path. | Supun Kamburugamuve, Karthik Ramasamy, Martin Swany, Geoffrey C. Fox |
| 2014 | EuroPar | Software Defined Multicasting for MPI Collective Operation Offloading with the NetFPGA. | Omer Arap, Geoffrey Brown, Bryce Himebaugh, Martin Swany |
| 2013 | SC | Efficient wide area data transfer protocols for 100 Gbps networks and beyond. | Ezra Kissel, Martin Swany, Brian Tierney, Eric Pouyoul |