| 2026 | Reconfigurable Computing Challenge: Transformer for Jet Tagging on Versal AI Engines. | Gram Koski, Sean Lipps, Zhenghua Ma, G. Abarajithan, Ryan Kastner |
| 2026 | AccelOrb: FPGA Acceleration of Orb v2 for Fast Molecular Dynamics. | Sunjae Kim, Gwanhong Park, Jeawoo Lim, Faaiz Asim, Jongeun Lee |
| 2026 | When Systolic Arrays Meet AI Engines: Architectural Constraints on AMD Versal ACAP. | Jason Kimko, Jason Cong |
| 2026 | STEEL: Sparsity-Aware Fused Attention for Energy-Efficient Long-Sequence Inference on AMD's XDNA™ NPU. | Victor J. B. Jung, Gagandeep Singh, Joseph Melber, Kristof Denolf, Francesco Conti, Luca Benini |
| 2026 | Δ | Sae-Byeok Jeong, Tae-Hwan Kim |
| 2026 | FAST-Prefill: FPGA Accelerated Sparse Attention for Long Context LLM Prefill. | Rakshith Jayanth, Viktor K. Prasanna |
| 2026 | LegoMap: Optimization for High-Throughput Transformer Computing on AI Engine-Based FPGAs. | Hailiang Hu, Haodong Chang, Donghao Fang, Zhenrui Wang, Wuxi Li, Rongjian Liang, Bo Yuan, Jiang Hu |
| 2026 | Chariot: Compiler-Aware Heterogeneous Graph Representation Learning for Automated HLS Optimization. | Yanlong Huang, Jierui Liu, Yuhan She, Rongliang Fu, Tsung-Yi Ho, Hong Yan, Ray C. C. Cheung |
| 2026 | LUT-LLM: Efficient Language Model Inference with Memory-based Computations on FPGAs. | Zifan He, Shengyu Ye, Rui Ma, Yang Wang, Jason Cong |
| 2026 | ReFHE-NTT: Resource-Driven NTT FPGA Architecture for Fully Homomorphic Encryption. | Valentino Guerrini, Giuseppe Sorrentino, Alessandro Barenghi, Davide Conficconi |
| 2026 | DiffRouter: A Differentiable Routing Framework for UltraScale FPGAs. | Xiaohan Gao, Zhili Xiong, Yusu Wang, David Z. Pan |
| 2026 | AIE4ML: An End-to-End Framework for Compiling Neural Networks for the Next Generation of AMD AI Engines. | Dimitrios Danopoulos, Enrico Lupi, Chang Sun, Sebastian Dittmeier, Michael Kagan, Vladimir Loncar, Maurizio Pierini |
| 2026 | Precision-aware Communication in CGRAs. | Shwet Chitnis, Fergus Xu, Ayush Kulkarni, Jiayi Wang, Jingqun Zhang, Arjun Raje, Ang Li |
| 2026 | DORA: Dataflow-Instruction Orchestration Architecture for DNN Acceleration. | Xingzhen Chen, Zhuoping Yang, Jinming Zhuang, Shixin Ji, Sarah Schultz, Zheng Dong, Weisong Shi, Peipei Zhou |
| 2026 | Trident: Efficient FPGA Acceleration of XMSS Tree in Post-Quantum Signature Scheme SLH-DSA. | Tianyou Bao, Joshua Ennis, Kirill Morozov, Jiafeng Xie |
| 2026 | Utilising Pipelined Buses to Provide Resource Efficient Dynamic Thread Scheduling in Barrel Scheduled Processors. | Thomas Bain, David B. Thomas, Graeme M. Bragg |
| 2026 | ImageHD: Energy-Efficient On-Device Continual Learning of Visual Representations via Hyperdimensional Computing. | Jebacyril Arockiaraj, Dhruv Parikh, Viktor K. Prasanna |
| 2026 | Impact of Ultra Ethernet Transport on Co-Tenant Latency in Reconfigurable Data Center NICs: A Simulation Study. | Vyshnavi Alladi, Ronald Sass |
| 2026 | EZCache: Easy Action-Enabled FPGA Caches for Non-Stalling Datapaths in SmartNICs and Beyond. | Ahmed Abdelsalam, Vishal Gondaliya, Ezz Hamed, Pragati Medleri Hire Math, Marc Gepigon, Joshua Landgraf, Nadeen Gebara, Bob Groza, Dongwook Lee, Anshuman Verma, Andrew Putnam |
| 2025 | Defending Side-Channel Attacks in Convolutional Neural Networks with Channel-Level Parallelization. | Yankun Zhu, Ranxi Lin, Pingqiang Zhou |
| 2025 | Ph.D. Project ARIES: Efficient Mapping and Automated Compilation for AMD Versal Devices. | Jinming Zhuang, Peipei Zhou |
| 2025 | A High-Throughput Implementation of the MUSIC Algorithm Using AMD Versal AI Engine. | Peifang Zhou, Bachir Berkane, Vlad Druz, Mark Rollins |
| 2025 | An Efficient FPGA-Based Hardware Accelerator of Fully Quantized Mamba-2. | Kailing Zhou, Han Jiao, Wenjin Huang, Yihua Huang |
| 2025 | LLM4DV: Using Large Language Models for Hardware Test Stimuli Generation. | Zixi Zhang, Balint Szekely, Pedro Gimenes, Greg Chadwick, Hugo McNally, Jianyi Cheng, Robert Mullins, Yiren Zhao |
| 2025 | RV-ESMC: Efficient Sparse Matrix Convolution Processor based on RISC-V Custom instructions for Edge Platforms. | Huachen Zhang, Jianyang Ding, Bowen Jiang, Tianshuo Lu, Wei Xu, Zhilei Chai |