Thinklab@SJTU

Thinklab@SJTU's repositories

awesome-ml4co

Awesome machine learning for combinatorial optimization papers.

Language:Python1477 34 2

ThinkMatch

A research protocol for deep graph matching.

Language:PythonNOASSERTION797 20 64

Awesome-LLM4AD

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

Apache-2.0640 31 5

Crossformer

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

Language:PythonApache-2.0373 3 23

pygmtools

A Python Graph Matching Toolkit.

Language:PythonNOASSERTION269 4 18

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".

Language:PrologMIT179 7 31

awesome-ai4eda

Awesome Artificial Intelligence for Electronic Design Automation Papers.

106 60

PPO-BiHyb

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

Language:Python89 3 8

awesome-molecular-docking

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

MIT85 30

Awesome-LLM4EDA

56 3 1

S2TLD

Newly released traffic light dataset for small object detection.

MIT46 3 3

T2TCO

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

Language:PythonMIT38 2 2

LinSATNet

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

Language:PythonMIT32 3 3

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"

Language:Python26 3 5