Thinklab@SJTU

awesome-ml4co

Awesome machine learning for combinatorial optimization papers.

ThinkMatch

A research protocol for deep graph matching.

Crossformer

Official implementation of our ICLR 2023 paper "Crossformer: Transformer Utilizing Cross-Dimension Dependency for Multivariate Time Series Forecasting"

pygmtools

A Python Graph Matching Toolkit.

EDA-AI

Implementation of NeurIPS 2021 paper "On Joint Learning for Solving Placement and Routing in Chip Design" & NeurIPS 2022 paper "The Policy-gradient Placement and Generative Routing Neural Networks for Chip Design".

awesome-ai4eda

Awesome Artificial Intelligence for Electronic Design Automation Papers.

PPO-BiHyb

Implementation of our NeurIPS 2021 paper "A Bi-Level Framework for Learning to Solve Combinatorial Optimization on Graphs".

awesome-molecular-docking

We would like to maintain a list of resources which aim to solve molecular docking and other closely related tasks.

S2TLD

Newly released traffic light dataset for small object detection.

LinSATNet

Official implementation of our ICML 2023 paper "LinSATNet: The Positive Linear Satisfiability Neural Networks".

One-Shot-Cardinality-NN-Solver

Official implementation of our ICLR 2023 paper "Towards One-shot Neural Combinatorial Solvers: Theoretical and Empirical Notes on the Cardinality-Constrained Case"

GENN-Astar

Implementation of our CVPR 2021 paper "Combinatorial Learning of Graph Edit Distance via Dynamic Embedding".

awesome-ml4tpp

Awesome machine learning for temporal point processes papers.

HardSATGEN

[SIGKDD 2023] HardSATGEN: Understanding the Difficulty of Hard SAT Formula Generation and A Strong Structure-Hardness-Aware Baseline

ROCO

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

WSGNN

Official PyTorch implementation for the following KDD2022 paper: Variational Inference for Training Graph Neural Networks in Low-Data Regime through Joint Structure-Label Estimation

GAMF

twns

robustMatch

Codes for CVPR 2022 Paper: "Appearance and Structure Aware Robust Deep Visual Graph Matching: Attack, Defense and Beyond"

ThinkMatch-SCGM

awesome-ai4pde

GAL-VNE

Official Implementation of KDD 2023 paper: "GAL-VNE: Solving the VNE Problem with Global Reinforcement Learning and Local One-Shot Neural Prediction"

RGM

DICE

Codes for KDD 2022 Paper: "DICE: Domain-attack Invariant Causal Learning for Improved Data Privacy Protection and Adversarial Robustness"

OpenDenseLane

awesome-hpo

hpo update

IMCPT-SparseGM-dataset

The homepage of IMCPT-SparseGM Dataset for graph matching.

ThinkMatch-runtime

The runtime builder for ThinkMatch powered by Github Actions.

M3C

RhinoBird2022_AI4Murals