Co-located with ISCA 2024 at Buenos Aires, Argentina
2024
The workshop will be held on June 30, 2024, at Room Jacarandá. The schedule is as follows:
| Section | Time | Title | Speaker |
|---|---|---|---|
| Opening | 9:00 AM - 9:05 AM | Opening and Welcome | Minyi Guo, Zhiyuan Chair Professor, IEEE Fellow, Shanghai Jiao Tong University |
| 9:05 AM - 9:10 AM | Introduction and Announcements | Chao Li, Professor, Shanghai Jiao Tong University | |
| Session 1: Invited Speakers | 9:10 AM - 9:30 AM | Hypotheses and Visions for an Intelligent World | Hong Zhou, President of Huawei's Institute of Strategic Research |
| 9:30 AM - 9:45 AM | Secure Processor for Edge Intelligence | Rui Hou, Professor, Vice Director, State Key Laboratory of Information Security, Institute of Information Engineering, Chinese Academy of Sciences | |
| 9:45 AM - 10:00 AM | The Coming Era of Pervasive Intelligence: Vision and Challenges | (Online) Deze Zeng, Full professor, China University of Geosciences | |
| Break | 10:00 AM - 10:20 AM | Coffee Break | |
| Session 2: Works in Progress | 10:20 AM - 10:35 AM | Multimodal Scalability Analysis of Parallel Applications | (Online) Juan Chen, National University of Defense Technology |
| 10:35 AM - 10:50 AM | Resource-efficient Multi-sensory Systems | Cheng Xu, Shanghai Jiao Tong University | |
| 10:50 AM - 11:05 AM | ITGN-CZSL: Image and Text Guided Network for Compositional Zero-Shot Learning | (Online) Jing Yang, Guizhou University | |
| Discussion | 11:05 AM - 11:30 AM | Multimodal Computing 2030 | Chao Li, Professor, Shanghai Jiao Tong University |
With the rapid development of various powerful sensors and mobile devices, multimodal applications which leverage speech, touch, vision, and gesture have attracted considerable attention. Multi-modal computing exhibited impressive accuracy improvements over traditional uni-modal DNNs. However, this accuracy improvement comes at the cost of significantly increased computation, which limits the practical value of multi-modal DNN applications, especially in energy- and latency-constrained scenarios. Therefore, it is desirable to accelerate and optimize multi-modal DNN applications to facilitate the deployment of real-life multi-modal DNN applications.
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=aomc2024
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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