henry-yeh

Awesome-LLM-in-Social-Science

Awesome papers involving LLMs in Social Science.

DeepACO

[NeurIPS 2023] DeepACO: Neural-enhanced Ant Systems for Combinatorial Optimization

GLOP

[AAAI 2024] GLOP: Learning Global Partition and Local Construction for Solving Large-scale Routing Problems in Real-time

APDL

Reports and source codes of APDL cource projects. (1) Unidirectional KL Divergence May Be Better for R-Drop; (2) Hyperpamameter Optimization with Genetic Algorithm for Language Modeling & Classifying and Generating Names with Handcrafted Neural Models

BCGA4HCLO

[ESWA 2022] A bi-population clan-based genetic algorithm for heat pipe-constrained component layout optimization.

awesome-ml4co

Awesome machine learning for combinatorial optimization papers.

FM-COP

Recent research papers about [Foundation Models for Combinatorial Optimization]

henry-yeh

LLM-Optimizers-Papers

Must-read Papers on Large Language Model (LLM) as Optimizers and Automatic Optimization for LLMs.

gfacs

Official repository for GFACS

LLM-as-HH

ReEvo: Large Language Models as Hyper-Heuristics with Reflective Evolution

rl4co

A PyTorch library for all things Reinforcement Learning (RL) for Combinatorial Optimization (CO)