EPOCH: Coverage-Aware Evolution with Experiential Preference Optimization for LLM-based Automated Heuristic Design
Paper • 2610.17379 • Published
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sxiong
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sxiong
authored 9
papers 4 months ago
Harnessing the Power of Large Language Models for Natural Language to First-Order Logic Translation
Paper • 2305.15541 • Published • 1
Can LLMs Reason in the Wild with Programs?
Paper • 2406.13764 • Published • 1
Long-Context Modeling with Dynamic Hierarchical Sparse Attention for On-Device LLMs
Paper • 2510.24606 • Published
PathWise: Planning through World Model for Automated Heuristic Design via Self-Evolving LLMs
Paper • 2601.20539 • Published
Adaptive Information Control for Search-Augmented LLM Reasoning
Paper • 2602.01672 • Published
Enhancing Long Chain-of-Thought Reasoning through Multi-Path Plan Aggregation
Paper • 2510.11620 • Published
Deliberate Planning in Language Models with Symbolic Representation
Paper • 2505.01479 • Published
CausalEval: Towards Better Causal Reasoning in Language Models
Paper • 2410.16676 • Published
The Compressor-Retriever Architecture for Language Model OS
Paper • 2409.01495 • Published