SAGE: Mitigating Long-Horizon Reasoning Biases via Topological Guidance
Paper • 2609.30192 • Published • 6
Junhong Lin
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Terminal-Bench: Benchmarking Agents on Hard, Realistic Tasks in Command Line Interfaces
Paper • 2601.11868 • Published • 38
Temporal Reasoning with Large Language Models Augmented by Evolving Knowledge Graphs
Paper • 2509.15464 • Published
How Much Reasoning Do Retrieval-Augmented Models Add beyond LLMs? A Benchmarking Framework for Multi-Hop Inference over Hybrid Knowledge
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Add graph machine learning task category
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Plan and Budget: Effective and Efficient Test-Time Scaling on Large Language Model Reasoning
Paper • 2505.16122 • Published • 5
Reasoning of Large Language Models over Knowledge Graphs with Super-Relations
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When Heterophily Meets Heterogeneity: New Graph Benchmarks and Effective Methods
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