Chaojian Li

GPT4AIGChip: Towards Next-Generation AI Accelerator Design Automation via Large Language Models

2023 · arXiv (Cornell University)

The remarkable capabilities and intricate nature of Artificial Intelligence (AI) have dramatically escalated the imperative for specialized AI accelerators. Nonetheless, designing these accelerators for various AI workloads remains both labor- and time-intensive. While existing design …

Towards Cognitive AI Systems: a Survey and Prospective on Neuro-Symbolic AI

2024 · arXiv (Cornell University)

The remarkable advancements in artificial intelligence (AI), primarily driven by deep neural networks, have significantly impacted various aspects of our lives. However, the current challenges surrounding unsustainable computational trajectories, limited robustness, and a lack of …