AIRES: Accelerating Out-of-Core GCNs via Algorithm-System Co-Design
Shakya Jayakody, Youpeng Zhao, Jun Wang (University of Central Florida)ReaLLM: A Trace-Driven Framework for Rapid Simulation of Large-Scale LLM Inference
Huwan Peng, Scott Davidson, C.-J. Richard Shi, Michael Taylor (University of Washington)MXDOTP: A RISC-V ISA Extension for Enabling Microscaling (MX) Floating-Point Dot Products (Short Paper)
Gamze Islamoglu, Luca Bertaccini (ETH Zürich); Arpan Suravi Prasad (ETH Zurich); Francesco Conti, Angelo Garofalo (University of Bologna); Luca Benini (ETH Zürich)Labidus: RISC-V Overlay with Streaming Asynchronous Custom Instructions
Gongjin Sun (Samsung Semiconductor, Inc.); Seongyoung Kang, Jane He, Se-Min Lim, Sang-Woo Jun (University of California, Irvine)Ahead of Time Generation for GPSA Protection in RISC-V Embedded Cores
Louis Savary (Inria); Simon Rokicki (ENS Rennes); Steven Derrien (LabSTICC)A Dynamic Allocation Scheme for Adaptive Shared-memory Mapping on Kilo-core RV Clusters for Attention-based Model Deployment
Bowen Wang, Marco Bertuletti, Yichao Zhang, Victor J. B. Jung, Luca Benini (ETH Zurich)Cryptonite: Scalable Accelerator Design for Cryptographic Primitives and Algorithms
Karthikeya Sharma Maheswaran, Camille Bossut, Andy Wanna, Qirun Zhang, Cong (Callie) Hao (Georgia Institute of Technology)METAL: A Memory-Efficient Transformer Architecture for Long-Context Inference on FPGA
Zicheng He (University of California, Los Angeles, USA); Shaoqiang Lu (Ningbo Institute of Digital Twin, Eastern Institute of Technology, Ningbo, China); Tiandong Zhao (University of California, Los Angeles, USA); Chen Wu (Ningbo Institute of Digital Twin, Eastern Institute of Technology, Ningbo, China); Lei He (University of California, Los Angeles, USA)PRDSE: A Prior-Driven Design Space Exploration Method
Junda Zhu, Xiaoya Fan, Jianfeng An, Kaijie Feng (Northwestern Polytechnical University)An MLA-LLM Hardware Acceleration with Tensor-Train Decomposition on Group Vector Systolic Accelerator
Sixiao Huang, Tintin Wang, Keyao Jiang, Ao Shen, Kai Li, Ang Li, Mingqiang Huang, Hao Yu (Southern University of Science and Technology)Trimming Down Large Spiking Vision Transformers via Heterogeneous Quantization Search
Boxun Xu, Yufei Song, Peng Li (University of California, Santa Barbara)FAV-NSS: An HIL Framework for Accelerating Validation of Automotive Network Security Strategies
Changhong Li, Shashwat Khandelwal, Shreejith Shanker (Trinity College Dublin)SCAL: An Open-Source Scalable Core Adaptation Layer for Interfacing RISC-V ISA Extensions
Brindusa Mihaela Damian-Kosterhon (TU Darmstadt); Florian Meisel (Technical University of Darmstadt); Andreas Koch (Technische Universität Darmstadt)X-pSRAM: A Photonic SRAM with Embedded XOR Logic for Ultra-Fast In-Memory Computing
Md Abdullah-Al Kaiser (University of Wisconsin-Madison); Sugeet Sunder, Ajey P. Jacob (USC Information Sciences Institute); Akhilesh R. Jaiswal (University of Wisconsin-Madison)SpiRec: Soft-logic Architecture Exploration of Reconfigurable Systems for Spiking Neural Networks
Xunqin Lai, Federico Corradi (Eindhoven University of Technology); Siva Satyendra Sahoo (IMEC)