4 papers
LEGO: An LLM Skill-Based Front-End Design Generation Platform
Jincheng Lou, Ruohan Xu, Jiecheng Ma +3
Existing LLM-based EDA agents are often isolated task-specific systems. This leads to repeated engineering effort and limited reuse of successful design and debugging strategies. W…
DiagramNet: An End-to-End Recognition Framework and Dataset for Non-Standard System-Level Diagrams
Jincheng Lou, Ruohan Xu, Jiapeng Li +6
System-level diagrams encode the architectural blueprint of chip design, specifying module functions, dataflows, and interface protocols. However, non-standardized symbols and the…
Imbalanced Large Graph Learning Framework for FPGA Logic Elements Packing Prediction
Zhixiong Di, Runzhe Tao, Lin Chen +2
Packing is a required step in a typical FPGA CAD flow. It has high impacts to the performance of FPGA placement and routing. Early prediction of packing results can guide design op…
LEAPS: Topological-Layout-Adaptable Multi-Die FPGA Placement for Super Long Line Minimization
Zhixiong Di, Runzhe Tao, Jing Mai +2
Multi-die FPGAs are crucial components in modern computing systems, particularly for high-performance applications such as artificial intelligence and data centers. Super long line…