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upvoted a paper about 15 hours ago

Rethinking the Value of Agent-Generated Tests for LLM-Based Software Engineering Agents

Paper • 2602.07900 • Published 5 days ago • 4

upvoted a paper 2 days ago

DLLM-Searcher: Adapting Diffusion Large Language Model for Search Agents

Paper • 2602.07035 • Published 10 days ago • 29

upvoted a paper 8 days ago

FASA: Frequency-aware Sparse Attention

Paper • 2602.03152 • Published 10 days ago • 146

upvoted 2 papers 10 days ago

CodeOCR: On the Effectiveness of Vision Language Models in Code Understanding

Paper • 2602.01785 • Published 11 days ago • 92

PaperBanana: Automating Academic Illustration for AI Scientists

Paper • 2601.23265 • Published 14 days ago • 176

upvoted a paper 18 days ago

SWE-Pruner: Self-Adaptive Context Pruning for Coding Agents

Paper • 2601.16746 • Published 21 days ago • 89

upvoted 3 papers about 1 month ago

Watching, Reasoning, and Searching: A Video Deep Research Benchmark on Open Web for Agentic Video Reasoning

Paper • 2601.06943 • Published Jan 11 • 211

GlimpRouter: Efficient Collaborative Inference by Glimpsing One Token of Thoughts

Paper • 2601.05110 • Published Jan 8 • 29

Confidence Estimation for LLMs in Multi-turn Interactions

Paper • 2601.02179 • Published Jan 5 • 17

upvoted a paper 2 months ago

Fed-SE: Federated Self-Evolution for Privacy-Constrained Multi-Environment LLM Agents

Paper • 2512.08870 • Published Dec 9, 2025 • 4

upvoted 3 papers 4 months ago

HyperAgent: Leveraging Hypergraphs for Topology Optimization in Multi-Agent Communication

Paper • 2510.10611 • Published Oct 12, 2025 • 5

GraphTracer: Graph-Guided Failure Tracing in LLM Agents for Robust Multi-Turn Deep Search

Paper • 2510.10581 • Published Oct 12, 2025 • 3

LongCodeZip: Compress Long Context for Code Language Models

Paper • 2510.00446 • Published Oct 1, 2025 • 107

upvoted 3 papers 5 months ago

Attention as a Compass: Efficient Exploration for Process-Supervised RL in Reasoning Models

Paper • 2509.26628 • Published Sep 30, 2025 • 17

SWE-Bench Pro: Can AI Agents Solve Long-Horizon Software Engineering Tasks?

Paper • 2509.16941 • Published Sep 21, 2025 • 21

SWE-QA: Can Language Models Answer Repository-level Code Questions?

Paper • 2509.14635 • Published Sep 18, 2025 • 35

upvoted 4 papers 6 months ago

Pruning the Unsurprising: Efficient Code Reasoning via First-Token Surprisal

Paper • 2508.05988 • Published Aug 8, 2025 • 21

EVOC2RUST: A Skeleton-guided Framework for Project-Level C-to-Rust Translation

Paper • 2508.04295 • Published Aug 6, 2025 • 7

SWE-Exp: Experience-Driven Software Issue Resolution

Paper • 2507.23361 • Published Jul 31, 2025 • 14

SWE-Debate: Competitive Multi-Agent Debate for Software Issue Resolution

Paper • 2507.23348 • Published Jul 31, 2025 • 12