Repositories list

• symmetric_replay

  Public
  Python

  •0•2•0•0•Updated Oct 28, 2024Oct 28, 2024

• graphsplinenets

  Public
  [NeurIPS 23] Official Code for "Learning Efficient Surrogate Dynamic Models with Graph Spline Networks"

  forecastingcollocation-methodgraph-neural-networks

  Jupyter Notebook

  •1•14•0•2•Updated Jul 19, 2024Jul 19, 2024

• website

  Public
  Website for KAIST Systems Intelligence Laboratory (WIP)

  HTML

  •

  BSD 3-Clause "New" or "Revised" License

  •1•1•0•0•Updated Mar 25, 2024Mar 25, 2024

• HiMAP

  Public
  [AAMAS 2024] HiMAP: Learning Heuristics-Informed Policies for Large-Scale Multi-Agent Pathfinding

  pathfindingimitation-learningmapf+ 1aamas-2024

  Python

  •2•7•0•0•Updated Mar 12, 2024Mar 12, 2024

• meta-sage

  Public
  [ICML 2023] Meta-SAGE: Scale Meta-Learning Scheduled Adaptation with Guided Exploration for Mitigating Scale Shift on Combinatorial Optimization

  Python

  •0•10•0•0•Updated Dec 19, 2023Dec 19, 2023

• equity-transformer

  Public
  Python

  •2•22•1•0•Updated Nov 5, 2023Nov 5, 2023

• devformer

  Public
  [ICML 2023] Official code for "DevFormer: A Symmetric Transformer for Context-Aware Device Placement"

  benchmarktransformerhardware-designs+ 6combinatorial-optimizationsymmetricnconeural-combinatorial-optimizationrl4coai4co

  Python

  •

  Apache License 2.0

  •0•18•0•0•Updated Sep 18, 2023Sep 18, 2023

• bootgen

  Public
  [NeurIPS 23] Official code for BootGen: "Bootstrapped Training of Score Conditioned Generator for Offline Biological Design"

  Python

  •

  Apache License 2.0

  •0•9•1•0•Updated Jun 11, 2023Jun 11, 2023

• design-baselines-fixes

  Public
  Baselines for Model-Based Optimization installation fixes and compatible with newer AMPERE+ GPUs (e.g. 3090)

  Python

  •

  MIT License

  •1•10•1•0•Updated Apr 30, 2023Apr 30, 2023

• awesome-graph-pde

  Public
  Collection of resources about partial differential equations, graph neural networks, deep learning and dynamical system simulation

  deep-learninggraphawesome-list+ 4pdepde-solvergraph-neural-networksgraph-neural-network

  6•87•1•0•Updated Jul 25, 2022Jul 25, 2022

• .github

  Public
  KAIST SILAB's Github profile

  0•0•0•0•Updated Jul 25, 2022Jul 25, 2022

• arcsim

  Public
  ARCSim 0.3.1 Fixes and Installer Script for Linux and MacOS

  macoslinuxscript+ 9simulationgraphicsinstallerinstructionsmacosxpartial-differential-equationsdifferential-equations+ 2

  Mathematica

  •

  Other

  •5•21•3•0•Updated Jul 17, 2022Jul 17, 2022

• awesome-reviews-kaist

  Public
  42•0•0•0•Updated Jun 5, 2022Jun 5, 2022

• ML-OR

  Public
  0•0•0•0•Updated Oct 24, 2021Oct 24, 2021