Highlights
- Pro
Stars
[ICML 2026] Problem Distributions as Tasks: Repurposing Meta Learning for Generative Combinatorial Optimization towards Multi-task Pretraining and Adaptation
This is the code of DiffILO, an unsupervised learning approach for predicting solutions to Integer Linear Programs (ILPs).
[ICML 2025] Generative Modeling Reinvents Supervised Learning: Label Repurposing with Predictive Consistency Learning
Official implementation of "COExpander: Adaptive Solution Expansion for Combinatorial Optimization".
A PyTorch library for all things Reinforcement Learning (RL) for Combinatorial Optimization (CO)
AcadHomepage: A Modern and Responsive Academic Personal Homepage
ML4CO-Bench-101: Benchmark Machine Learning for Classic Combinatorial Problems on Graphs.
[NeurIPS 2023] T2T: From Distribution Learning in Training to Gradient Search in Testing for Combinatorial Optimization
Official implementation of ICLR 2025 paper: "Unify ML4TSP: Drawing Methodological Principles for TSP and Beyond from Streamlined Design Space of Learning and Search".
[ICLR 2025] UniCO: On Unified Combinatorial Optimization via Problem Reduction to Matrix-Encoded General TSP
A Python toolkit for Machine Learning (ML) practices for Combinatorial Optimization (CO).
The MNIST database of handwritten digits is one of the most popular image recognition datasets. It contains 60k examples for training and 10k examples for testing.
NeuroSAT: Learning a SAT Solver from Single-Bit Supervision
[AAAI 2024] GLOP: Learning Global Partition and Local Construction for Solving Large-scale Routing Problems in Real-time
上海交通大学 LaTeX 论文模板 | Shanghai Jiao Tong University LaTeX Thesis Template
Awesome machine learning for combinatorial optimization papers.
DISCS: The code base for the Benchmark for Discrete Sampling
Course project of SJTU CS3319: Foundations of Data Science, 2023 spring
Course project (optional task 1) of SJTU CS3612: Machine Learning, 2023 spring
Course project of SJTU CS3612: Machine Learning, 2023 spring
Course project of SJTU AI4701: Computer Vision, 2023 spring
China-Balanced-License-Plate-Recognition-Dataset-330k:A balanced dataset of 330,000 images featuring various types of Chinese license plates for recognition tasks, ideal for training and evaluating…