Pinned Repositories
LLM-as-HH
Large Language Models as Hyper-Heuristics for Combinatorial Optimization (CO)
rl4co
A PyTorch library for all things Reinforcement Learning (RL) for Combinatorial Optimization (CO)
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
awesome-ml4co
Awesome machine learning for combinatorial optimization papers.
BCGA4HCLO
[ESWA 2022] A bi-population clan-based genetic algorithm for heat pipe-constrained component layout optimization.
DeepACO
[NeurIPS 2023] DeepACO: Neural-enhanced Ant Systems for Combinatorial Optimization
FM-COP
Recent research papers about [Foundation Models for Combinatorial Optimization]
GLOP
[AAAI 2024] GLOP: Learning Global Partition and Local Construction for Solving Large-scale Routing Problems in Real-time
Awesome-LLM-in-Social-Science
Awesome papers involving LLMs in Social Science.
ValueBench
[ACL 2024] ValueBench: Towards Comprehensively Evaluating Value Orientations and Understanding of Large Language Models
henry-yeh's Repositories
henry-yeh/DeepACO
[NeurIPS 2023] DeepACO: Neural-enhanced Ant Systems for Combinatorial Optimization
henry-yeh/GLOP
[AAAI 2024] GLOP: Learning Global Partition and Local Construction for Solving Large-scale Routing Problems in Real-time
henry-yeh/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
henry-yeh/BCGA4HCLO
[ESWA 2022] A bi-population clan-based genetic algorithm for heat pipe-constrained component layout optimization.
henry-yeh/awesome-ml4co
Awesome machine learning for combinatorial optimization papers.
henry-yeh/FM-COP
Recent research papers about [Foundation Models for Combinatorial Optimization]
henry-yeh/henry-yeh
henry-yeh/LLM-Optimizers-Papers
Must-read Papers on Large Language Model (LLM) as Optimizers and Automatic Optimization for LLMs.
henry-yeh/gfacs
Official repository for GFACS
henry-yeh/LLM-as-HH
ReEvo: Large Language Models as Hyper-Heuristics with Reflective Evolution
henry-yeh/rl4co
A PyTorch library for all things Reinforcement Learning (RL) for Combinatorial Optimization (CO)
henry-yeh/ValueBench
[ACL 2024] ValueBench: Towards Comprehensively Evaluating Value Orientations and Understanding of Large Language Models