Explore Applications, Build Tools, Embrace Innovations
Co-located with ISCA 2025 at Tokyo, Japan
2025.06
Welcome to AOMC! Our workshop will be held on June 21, 2025, at Ono Auditorium. The schedule is listed in the following table. We hope you will enjoy the workshop and have fruitful discussions with our speakers and other participants. If you have any questions, please feel free to contact us (see the Organizer page).
| Section | Time | Title | Speaker |
|---|---|---|---|
| Opening | 2:20 PM - 2:30 PM | Opening and Welcome | Xiaofeng Hou, Assistant Professor, Shanghai Jiao Tong University |
| Session 1: Opening Speakers | 2:30 PM - 2:50 PM | Modeling Multi-modal Workloads | Zhibin Yu, Laboratory Director & Chief Scientist, Shuhai Lab, Huawei Cloud |
| Session 2: Invited Speakers | 2:50 PM - 3:10 PM | Mapping and Communication Optimizations with Fault Tolerance for Chiplet-based VLM Inference | Jiayi Huang, Assistant Professor, The Hong Kong University of Science and Technology (Guangzhou) |
| 3:10 PM - 3:30 PM | Building Open-Source Tools for RISC-V CPUs and Accelerators | Yinan Xu and Yaoyang Zhou, Assistant Professor, Institute of Computer Technology, Chinese Academy of Science | |
| Break | 2:50 PM - 3:10 PM | Coffee Break | |
| Session 3: WiP Talks | 3:50 PM - 4:05 PM | Design Simulation Tool for Novel TEE Architecture Decoupling TEE Management with Secure Cores | Yunkai Bai, Peinan Li and Rui Hou, State Key Laboratory of Information Security, Chinese Academy of Sciences |
| 4:05 PM - 4:20 PM | M-CANS: Multi-Tier Co-Designed ANNS System for Scalable Multi-Modal Retrieval | Kexin Chu, Haris Volos and Wei Zhang, University of Connecticut | |
| Closing Talk | 4:20 PM - 4:40 PM | Tools for Evaluating Memory and Memory-Centric Computing: DRAM, Storage and Virtual Memory | Onur Mutlu, Professor, ETH Zurich |
AOMC is a newly established international workshop. It focuses on a timely topic: multi-modal computing. It aims to provide an ideal environment for researchers in both academia and industry to present thought-provoking ideas related to all aspects of multi-modal computing and architecture. Last year, we successfully hosted the 1st AOMC workshop alongside ISCA’24, with a focus on Exploring Applications. This year, we are excited to announce that the 2nd AOMC will once again be co-located with ISCA’25 in Tokyo, Japan. As the second installment of AOMC series, the theme for this year’s AOMC is Building Tools, where we will bring together leading experts from academia and industry to share insights and advancements that accelerate the optimization and deployment of multi-modal computing. However, all submissions related to multi-modal computing is welcomed.
The workshop will focus on the acceleration and optimization of multi-modal DNN applications. The primary objective of this workshop is to catalyze advancements in computer architecture specifically tailored for multi-modal DNN applications. We are inviting proposals from researchers and developers actively engaged in the field. Proposals should emphasize novel approaches and technologies in accelerating multi-modal DNN applications through innovative computer architecture solutions. We encourage submissions that offer insights into research progress, practical challenges, and future directions. Examples of this workshop include, but are not limited to:
We invite authors to submit their original research contributions to our workshop. We welcome submissions in the following categories:
Submission Link:
https://easychair.org/conferences/?conf=aomc20250
All the work-in-progress jobs, vision papers, and real system evaluation papers are welcomed!
(All deadlines are in UTC-12, or “anywhere on earth”.)
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