Repositories list

• UP2ME

  Public
  Official implementation of our ICML 2024 paper "UP2ME: Univariate Pre-training to Multivariate Fine-tuning as a General-purpose Framework for Multivariate Time Series Analysis"

  Python

  •

  Apache License 2.0

  •0•29•0•0•Updated May 12, 2025May 12, 2025

• awesome-ml4co

  Public
  Awesome machine learning for combinatorial optimization papers.

  operations-researchcombinatorial-optimizationpaper-list+ 1machine-learning

  Python

  •215•1.9k•0•0•Updated May 9, 2025May 9, 2025

• ML4CO-Kit

  Public
  A Python toolkit for Machine Learning (ML) practices for Combinatorial Optimization (CO).

  C++

  •

  Other

  •4•43•0•0•Updated May 7, 2025May 7, 2025

• awsome-PDE4AI

  Public
  Python

  •

  MIT License

  •0•0•0•0•Updated Apr 19, 2025Apr 19, 2025

• ThinkMatch

  Public
  A research protocol for deep graph matching.

  graph-matchingcombinatorial-optimizationquadratic-assignment-problem+ 1neural-graph-matching

  Python

  •

  Other

  •120•865•1•1•Updated Apr 18, 2025Apr 18, 2025

• PredictiveCO-Benchmark

  Public
  [NeurIPS 2024 Datasets and Benchmarks Track] Benchmarking PtO and PnO Methods in the Predictive Combinatorial Optimization Regime

  Python

  •

  MIT License

  •1•19•0•0•Updated Mar 27, 2025Mar 27, 2025

• Fast-T2T

  Public
  [NeurIPS2024] Fast T2T: Optimization Consistency Speeds Up Diffusion-Based Training-to-Testing Solving for Combinatorial Optimization; [NeurIPS2023] T2T: From Distribution Learning in Training to Gradient Search in Testing for Combinatorial Optimization

  Python

  •0•12•0•0•Updated Mar 24, 2025Mar 24, 2025

• ML4TSPBench

  Public
  Official implementation of ICLR 2025 paper: "Unify ML4TSP: Drawing Methodological Principles for TSP and Beyond from Streamlined Design Space of Learning and Search".

  machine-learningtsp-problemcombinatorial-optimization+ 2mcts-algorithmdiffusion-models

  C

  •0•33•1•0•Updated Mar 14, 2025Mar 14, 2025

• DriveTransformer

  Public
  1•92•2•0•Updated Mar 7, 2025Mar 7, 2025

• EasyNAS

  Public
  Python

  •1•3•0•0•Updated Feb 26, 2025Feb 26, 2025

• UniCO

  Public
  [ICLR 2025] UniCO: On Unified Combinatorial Optimization via Problem Reduction to Matrix-Encoded General TSP

  neural-combinatorial-optimization

  Python

  •0•6•0•0•Updated Feb 19, 2025Feb 19, 2025

• Bench2Drive

  Public
  [NeurIPS 2024 Datasets and Benchmarks Track] Closed-Loop E2E-AD Benchmark Enhanced by World Model RL Expert

  Python

  •

  Other

  •77•1.4k•25•0•Updated Feb 18, 2025Feb 18, 2025

• LOS

  Public
  Official Implementation of Our ICLR 2025 Paper "Rethinking Classifier Re-Training in Long-Tailed Recognition: Label Over-Smooth Can Balance"

  Python

  •

  MIT License

  •0•5•2•0•Updated Feb 14, 2025Feb 14, 2025

• BiLAF

  Public
  Official implementation of Our NeurIPS 2024 Paper "Boundary Matters: A Bi-Level Active Finetuning Method"

  Python

  •0•12•0•0•Updated Feb 11, 2025Feb 11, 2025

• T2TCO

  Public
  [NeurIPS 2023] T2T: From Distribution Learning in Training to Gradient Search in Testing for Combinatorial Optimization

  machine-learninggraphgenerative-model+ 2diffusioncombinatorial-optimization

  Python

  •

  MIT License

  •7•63•0•0•Updated Jan 27, 2025Jan 27, 2025

• ACM-MILP

  Public
  Code for our paper: ACM-MILP: Adaptive Constraint Modification via Grouping and Selection for Hardness-Preserving MILP Instance Generation

  Python

  •1•12•2•0•Updated Jan 3, 2025Jan 3, 2025

• Bench2Drive-Jittor

  Public
  Python

  •0•5•0•0•Updated Dec 31, 2024Dec 31, 2024

• ReLIZO

  Public
  Python

  •0•7•0•0•Updated Dec 30, 2024Dec 30, 2024

• Bench2DriveZoo

  Public
  BEVFormer, UniAD, VAD in Closed-Loop CARLA Evaluation with World Model RL Expert Think2Drive

  Python

  •

  Other

  •20•243•14•1•Updated Dec 2, 2024Dec 2, 2024

• EDA-AI

  Public
  Implementations of DeepPlace, PRNet, HubRouter, PreRoutGNN and FlexPlanner.

  deep-learningroutingpytorch+ 4placementfloorplanai4edaeda-ai

  Raku

  •

  MIT License

  •52•236•12•0•Updated Nov 26, 2024Nov 26, 2024

• ROCO

  Public
  Official Implementation of Our ICLR 2023 paper "ROCO: A General Framework for Evaluating Robustness of Combinatorial Optimization Solvers on Graphs".

  C

  •1•20•0•0•Updated Oct 23, 2024Oct 23, 2024

• pygmtools

  Public
  A Python Graph Matching Toolkit.

  deep-learningpython-librarygraph-matching+ 1combinatorial-optimization

  Python

  •

  Other

  •19•332•2•0•Updated Oct 21, 2024Oct 21, 2024

• NAR-CO-Solver

  Public
  Official implementation non-autoregressive combinatorial optimizaiton solvers, covering our ICLR 2023 paper and SCIENTIA SINICA Informationis paper

  Python

  •8•40•1•0•Updated Sep 27, 2024Sep 27, 2024

• Awesome-LLM4AD

  Public
  A curated list of awesome LLM for Autonomous Driving resources (continually updated)

  Apache License 2.0

  •67•1.3k•3•1•Updated Sep 25, 2024Sep 25, 2024

• JAD

  Public
  0•2•0•0•Updated Sep 12, 2024Sep 12, 2024

• CornerCaseRepo

  Public
  JavaScript

  •0•0•0•0•Updated Sep 11, 2024Sep 11, 2024

• LIG-MM

  Public
  C

  •

  GNU General Public License v2.0

  •0•10•3•0•Updated Aug 14, 2024Aug 14, 2024

• MorphGrower

  Public
  Official implementation for MorphGrower (ICML2024 Oral)

  Python

  •

  MIT License

  •0•5•1•0•Updated Jul 22, 2024Jul 22, 2024

• Awesome-LLM4EDA

  Public
  edapaper-listlarge-language-models+ 2llmllm4eda

  18•191•0•0•Updated Jul 8, 2024Jul 8, 2024

• S2TLD

  Public
  Newly released traffic light dataset for small object detection.

  datasetobject-detectiontraffic-lights

  MIT License

  •3•59•3•0•Updated Jun 26, 2024Jun 26, 2024