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upvoted a paper 23 days ago

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

Paper • 2512.08870 • Published 26 days ago • 3

upvoted 6 papers 3 months ago

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

Paper • 2510.10611 • Published Oct 12, 2025 • 4

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

Paper • 2510.10581 • Published Oct 12, 2025 • 2

LongCodeZip: Compress Long Context for Code Language Models

Paper • 2510.00446 • Published Oct 1, 2025 • 106

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

Paper • 2509.26628 • Published Sep 30, 2025 • 16

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 • 34

upvoted 4 papers 5 months ago

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

Paper • 2508.05988 • Published Aug 8, 2025 • 19

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 • 13

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

Paper • 2507.23348 • Published Jul 31, 2025 • 11

upvoted an article 6 months ago

view article

Article

Detecting Machine-Generated Code: Unveiling Patterns in AI-Generated Programming

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Jul 2, 2025

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2

upvoted 2 papers about 1 year ago

Horizon-Length Prediction: Advancing Fill-in-the-Middle Capabilities for Code Generation with Lookahead Planning

Paper • 2410.03103 • Published Oct 4, 2024 • 9

Internal Consistency and Self-Feedback in Large Language Models: A Survey

Paper • 2407.14507 • Published Jul 19, 2024 • 46

upvoted 2 collections over 1 year ago

Coding

Collection

194 items • Updated Jun 28, 2025 • 22

LLM for code

Collection

8 items • Updated Oct 3, 2024 • 5

upvoted a paper over 1 year ago

From Code to Correctness: Closing the Last Mile of Code Generation with Hierarchical Debugging

Paper • 2410.01215 • Published Oct 2, 2024 • 39