AI资讯日报 - 2026/6/7

👨‍🔬 Jui-Hui Chung, Ziyang Cai, Zihao Li, Qishuo Yin, Rohit Agarwal, Simon Park, Rodrigo Porto, Narutatsu Ri, Ziran Yang, Shange Tang, Xingyu Dang, Hongzhou Lin, Mengdi Wang, Danqi Chen, Chi Jin, Liam H Fowl, Sanjeev Arora

Code2LoRA: Hypernetwork-Generated Adapters for Code Language Models under Software Evolution

学术论文 ArXiv 重要度: 8

提出Code2LoRA，用超网络生成仓库专用LoRA适配器，零推理开销提升代码模型性能。

👨‍🔬 Liliana Hotsko, Yinxi Li, Yuntian Deng, Pengyu Nie

TempoVLA: Learning Speed-Controllable Vision-Language-Action Policies

学术论文 ArXiv 重要度: 8

提出TempoVLA，通过速度条件控制机器人执行速度，实现高风险阶段减速。

👨‍🔬 Dong Jing, Jingchen Nie, Tianqi Zhang, Jiaqi Liu, Huaxiu Yao, Zhiwu Lu, Mingyu Ding

Pretraining Recurrent Networks without Recurrence

学术论文 ArXiv 重要度: 8

提出监督记忆训练（SMT），通过监督学习实现RNN的时间并行训练。

👨‍🔬 Akarsh Kumar, Phillip Isola

MLEvolve: A Self-Evolving Framework for Automated Machine Learning Algorithm Discovery

学术论文 ArXiv 重要度: 8

提出MLEvolve，基于LLM的多智能体框架实现端到端算法自动发现，性能SOTA。

👨‍🔬 Shangheng Du, Xiangchao Yan, Jinxin Shi, Zongsheng Cao, Shiyang Feng, Zichen Liang, Boyuan Sun, Tianshuo Peng, Yifan Zhou, Xin Li, Jie Zhou, Liang He, Bo Zhang, Lei Bai

You Only Index Once: Cross-Layer Sparse Attention with Shared Routing

学术论文 ArXiv 重要度: 8

提出跨层稀疏注意力CLSA，共享路由索引实现高效长上下文解码。

👨‍🔬 Yutao Sun, Yanqi Zhang, Li Dong, Jianyong Wang, Furu Wei

Regret Minimization with Adaptive Opponents in Repeated Games

学术论文 ArXiv 重要度: 7

引入重复策略遗憾度量，提出三种算法应对自适应对手，实现更优均衡。

👨‍🔬 Mingyang Liu, Asuman Ozdaglar, Tiancheng Yu, Kaiqing Zhang

Operation-Guided Progressive Human-to-AI Text Transformation Benchmark for Multi-Granularity AI-Text Detection

学术论文 ArXiv 重要度: 7

构建OpAI-Bench基准，研究人机协作编辑过程中AI文本可检测性的渐进变化。

👨‍🔬 Sondos Mahmoud Bsharat, Jiacheng Liu, Xiaohan Zhao, Tianjun Yao, Xinyi Shang, Yi Tang, Jiacheng Cui, Ahmed Elhagry, Salwa K. Al Khatib, Hao Li, Salman Khan, Zhiqiang Shen

Self-Augmenting Retrieval for Diffusion Language Models

学术论文 ArXiv 重要度: 7

提出SARDI，利用扩散模型中间低置信度token指导检索，提升多跳QA性能。

👨‍🔬 Paul Jünger, Justin Lovelace, Linxi Zhao, Dongyoung Go, Kilian Q. Weinberger

PC Layer: Polynomial Weight Preconditioning for Improving LLM Pre-Training

学术论文 ArXiv 重要度: 7

提出多项式预条件层，改善LLM预训练中权重条件，加速收敛。

👨‍🔬 Senmiao Wang, Tiantian Fang, Haoran Zhang, Yushun Zhang, Kunxiang Zhao, Alex Schwing, Ruoyu Sun

RREDCoT: Segment-Level Reward Redistribution for Reasoning Models

学术论文 ArXiv 重要度: 6

提出RREDCoT，利用模型自身进行奖励再分配，降低GRPO方差。

👨‍🔬 Mykyta Ielanskyi, Kajetan Schweighofer, Lukas Aichberger, Sepp Hochreiter

🤖 AI资讯日报

📊 今日趋势总结

MIT Non-AI License

Ask HN: Is the rate of progress in AI exponential?

Why Boring Businesses Outlast AI Hype Cycles

Ask HN: What's the pain using current AI algorithms?

Ask HN: Anyone concerned about NYC Local Law 144?

Ask HN: What would you read to learn about "artificial intelligence"?

NLP, AI, ML, bots – a passing trend or much more?

The AI Crackpot Index

Common Lisp + Machine Learning Internship at Google

Show HN: Startup Raising capital through Book Sales

The Next Bill Gates or Albert Einstein in AI “Chris Clark” – Yourobot

Bioinformatician

HANDOFF: Humanoid Agentic Task-Space Whole-Body Control via Distilled Complementary Teachers

Goedel-Architect: Streamlining Formal Theorem Proving with Blueprint Generation and Refinement

Code2LoRA: Hypernetwork-Generated Adapters for Code Language Models under Software Evolution

TempoVLA: Learning Speed-Controllable Vision-Language-Action Policies

Pretraining Recurrent Networks without Recurrence

MLEvolve: A Self-Evolving Framework for Automated Machine Learning Algorithm Discovery

You Only Index Once: Cross-Layer Sparse Attention with Shared Routing

Regret Minimization with Adaptive Opponents in Repeated Games

Operation-Guided Progressive Human-to-AI Text Transformation Benchmark for Multi-Granularity AI-Text Detection

Self-Augmenting Retrieval for Diffusion Language Models

PC Layer: Polynomial Weight Preconditioning for Improving LLM Pre-Training

RREDCoT: Segment-Level Reward Redistribution for Reasoning Models

📅 历史日报目录