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upvoted a paper 4 days ago

SWE-Bench ProMax: Benchmarking Agents on Large-Scale Multilingual Code Refactoring

Paper • 2608.09802 • Published 5 days ago • 127

upvoted 3 papers 8 days ago

Are Performance-Optimization Benchmarks Reliably Measuring Coding Agents?

Paper • 2607.01211 • Published Jul 1 • 13

How Do Practitioners Build SE Agents? Insights from a Mixed-Methods Study

Paper • 2607.10856 • Published Jul 12 • 7

Lossless Tensor Compression as Program Synthesis

Paper • 2608.02162 • Published 12 days ago • 15

upvoted a paper 25 days ago

SWE-Pruner Pro: The Coder LLM Already Knows What to Prune

Paper • 2607.18213 • Published 26 days ago • 79

upvoted 2 papers about 2 months ago

Dockerless: Environment-Free Program Verifier for Coding Agents

Paper • 2606.28436 • Published Jun 26 • 116

Are We Ready For An Agent-Native Memory System?

Paper • 2606.24775 • Published Jun 23 • 133

upvoted 2 papers 2 months ago

FastContext: Training Efficient Repository Explorer for Coding Agents

Paper • 2606.14066 • Published Jun 12 • 96

SWE-Explore: Benchmarking How Coding Agents Explore Repositories

Paper • 2606.07297 • Published Jun 5 • 123

upvoted 5 papers 6 months ago

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

Paper • 2602.07900 • Published Feb 8 • 4

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

Paper • 2602.07035 • Published Feb 3 • 31

FASA: Frequency-aware Sparse Attention

Paper • 2602.03152 • Published Feb 3 • 154

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

Paper • 2602.01785 • Published Feb 2 • 97

PaperBanana: Automating Academic Illustration for AI Scientists

Paper • 2601.23265 • Published Jan 30 • 229

upvoted 4 papers 7 months ago

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

Paper • 2601.16746 • Published Jan 23 • 94

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

Paper • 2601.06943 • Published Jan 11 • 214

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 8 months ago

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

Paper • 2512.08870 • Published Dec 9, 2025 • 4

upvoted a paper 10 months ago

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

Paper • 2510.10611 • Published Oct 12, 2025 • 5