Latest Research in Machine Learning
9 research papers · 2026 median publication year
Top Research Topics in Machine Learning
- Machine Learning — 3 papers
- VLSI and FPGA Design Techniques — 2 papers
- Emerging Technologies — 2 papers
- Low-power high-performance VLSI design — 1 papers
- Hardware Architecture — 1 papers
Highest-Cited Papers
- WACA-UNet: Weakness-Aware Channel Attention for Static IR-drop Prediction
- ML-assisted Design Technology Co-Optimization Framework for Advanced Process Nodes: Analysis and Exploration of DTCO Parameters using PPA of Digital Blocks
- E-ALS: Approximation-Potential-Aware E-Graph Rewriting for Approximate Logic Synthesis
- Differentiable Partitioning with Placement and Hybrid Bonding Terminal Awareness for Optimized 3D Placement
- Automated Analog Layout Synthesis
- LevelSyn: Physical-Aware Logic Synthesis via Level-Asynchronous Graph Neural Networks
- Beyond Flat Netlist: Hierarchical Graph Representation Learning for Scalable Analysis of Sequential Circuits
- Breaking the Tuning Barrier: Zero-Hyperparameters Yield Multi-Corner Analysis Via Learned Priors
- MacroAgent: Regularity-Aware Macro Legalization with LLM-Agent-Designed Contour Algorithms