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upvoted a paper about 15 hours ago

Controlled Self-Evolution for Algorithmic Code Optimization

Paper • 2601.07348 • Published 3 days ago • 93

upvoted 2 papers 1 day ago

KnowMe-Bench: Benchmarking Person Understanding for Lifelong Digital Companions

Paper • 2601.04745 • Published 8 days ago • 50

MemGovern: Enhancing Code Agents through Learning from Governed Human Experiences

Paper • 2601.06789 • Published 5 days ago • 73

upvoted 2 papers 3 days ago

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

Paper • 2601.06943 • Published 4 days ago • 198

GlimpRouter: Efficient Collaborative Inference by Glimpsing One Token of Thoughts

Paper • 2601.05110 • Published 7 days ago • 26

upvoted 2 papers 5 months ago

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

reacted to YerbaPage's post with 🤗🔥👍 6 months ago

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2947

Latest work on SWE-Bench 🐛

Our two new papers from the SJTU & Huawei: Powered by DeepSeek-V3, we've achieved a new SOTA on the SWE-Bench benchmark!

We introduce two innovative approaches:
⚔️ SWE-Debate: AI agents compete and "debate" to generate the best code fix.
🧠 SWE-Exp: An AI agent learns from past repair "experience" to solve new issues more efficiently.

👇 Explore the future of software development:

SWE-Debate
📄 Paper: https://arxiv.org/abs/2507.23348
💻 Code: https://github.com/YerbaPage/SWE-Debate

SWE-Exp
📄 Paper: https://arxiv.org/abs/2507.23361
💻 Code: https://github.com/YerbaPage/SWE-Exp

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