Presentation
DCgAA 2025: The 2nd International Workshop on DeepLearning-Hardware Co-Design for Generative AI Acceleration
DescriptionIn the rapidly evolving domain of computational technologies, the transformative impact of artificial intelligence (AI) continues to shape the future. DCgAA 2025 builds on the success of its inaugural edition by diving deeper into the frontier of deep learning (DL) and hardware co-design, with an amplified focus on real-world deployment challenges and next-generation innovations for generative AI applications. This second iteration
emphasizes expanding the scope beyond foundational discussions, addressing emerging paradigms in generative AI, including multimodal fusion, real-time adaptive processing, and decentralized edge applications. Acknowledging the growing role of foundation models, diffusion models, and large-scale generative systems, this workshop prioritizes optimizing these technologies for sustainable scalability—balancing performance, energy efficiency, and accessibility across diverse computing environments such as edge devices, AR/VR platforms, and ubiquitous IoT systems. Through a blended format of keynotes, paper presentations, interactive discussions, and novel program additions, DCgAA 2025 seeks to redefine the boundaries of DL-hardware integration. By engaging thought leaders, researchers, and practitioners across academia and industry, this workshop promises to
set new benchmarks for hardware-aware generative AI, driving innovation that is efficient, scalable, and impactful in the real world.
More information can be found at https://dcgaa.dk-lab.xyz/
emphasizes expanding the scope beyond foundational discussions, addressing emerging paradigms in generative AI, including multimodal fusion, real-time adaptive processing, and decentralized edge applications. Acknowledging the growing role of foundation models, diffusion models, and large-scale generative systems, this workshop prioritizes optimizing these technologies for sustainable scalability—balancing performance, energy efficiency, and accessibility across diverse computing environments such as edge devices, AR/VR platforms, and ubiquitous IoT systems. Through a blended format of keynotes, paper presentations, interactive discussions, and novel program additions, DCgAA 2025 seeks to redefine the boundaries of DL-hardware integration. By engaging thought leaders, researchers, and practitioners across academia and industry, this workshop promises to
set new benchmarks for hardware-aware generative AI, driving innovation that is efficient, scalable, and impactful in the real world.
More information can be found at https://dcgaa.dk-lab.xyz/
Organizers
Event Type
Workshop
TimeSunday, June 229:00am - 12:30pm PDT
Location3003, Level 3