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Hypergraph Neural Network-Based Combinatorial Optimization
Accelerated pose estimation and tracking using semi-supervised convolutional networks.
Fine-tune LLM agents with online reinforcement learning
Visualization for a Retrieval-Augmented Generation (RAG) Assistant 🤖❤️📚
LLMs and the Future of Chip Design: Unveiling Security Risks and Building Trust
Website for the OpenROAD tutorial held at the MICRO 2022 conference
A PyTorch library for all things Reinforcement Learning (RL) for Combinatorial Optimization (CO)
LLM-Enhanced Bayesian Optimization for Efficient Analog Constraint Generation
Graph convolutional memory for reinforcement learning
reinforcement learning with pytorch geometric library
A GPT-GNN based verilog netlist partitioner for 3D IC design
Code for KDD'20 "Generative Pre-Training of Graph Neural Networks"
RL_PCB is a novel learning-based method for optimising the placement of circuit components on a Printed Circuit Board (PCB).
Generalized Population-Based Training With Pairwise Learning (GPBT-PL)
Code for the paper- Multi-conditioned Graph Diffusion for Neural Architecture Search (https://openreview.net/forum?id=5VotySkajV)
Code for reproducing the experiment results in GraphComBO.