AI资讯日报 - 2025/7/1

👨‍🔬 Bo Liu, Leon Guertler, Simon Yu, Zichen Liu, Penghui Qi, Daniel Balcells, Mickel Liu, Cheston Tan, Weiyan Shi, Min Lin, Wee Sun Lee, Natasha Jaques

Data Uniformity Improves Training Efficiency and More, with a Convergence Framework Beyond the NTK Regime

学术论文 ArXiv 重要度: 8

证明数据均匀性提升训练效率，提出超越NTK的收敛框架。

👨‍🔬 Yuqing Wang, Shangding Gu

SQUASH: A SWAP-Based Quantum Attack to Sabotage Hybrid Quantum Neural Networks

学术论文 ArXiv 重要度: 8

提出SQUASH攻击，揭示混合量子神经网络在电路层面的脆弱性。

👨‍🔬 Rahul Kumar, Wenqi Wei, Ying Mao, Junaid Farooq, Ying Wang, Juntao Chen

STACK: Adversarial Attacks on LLM Safeguard Pipelines

学术论文 ArXiv 重要度: 8

开发STACK攻击，评估大语言模型防御管线的安全性。

👨‍🔬 Ian R. McKenzie, Oskar J. Hollinsworth, Tom Tseng, Xander Davies, Stephen Casper, Aaron D. Tucker, Robert Kirk, Adam Gleave

Navigating with Annealing Guidance Scale in Diffusion Space

学术论文 ArXiv 重要度: 7

提出退火引导调度器，优化扩散模型中的文本到图像生成。

👨‍🔬 Shai Yehezkel, Omer Dahary, Andrey Voynov, Daniel Cohen-Or

On the Predictive Power of Representation Dispersion in Language Models

学术论文 ArXiv 重要度: 7

展示表示分散性与语言模型预测能力的紧密联系。

👨‍🔬 Yanhong Li, Ming Li, Karen Livescu, Jiawei Zhou

Imagine for Me: Creative Conceptual Blending of Real Images and Text via Blended Attention

学术论文 ArXiv 重要度: 7

提出IT-Blender，通过混合注意力实现图像与文本的创意融合。

👨‍🔬 Wonwoong Cho, Yanxia Zhang, Yan-Ying Chen, David I. Inouye

A Survey on Vision-Language-Action Models for Autonomous Driving

学术论文 ArXiv 重要度: 7

综述自动驾驶中视觉-语言-动作模型的进展与挑战。

👨‍🔬 Sicong Jiang, Zilin Huang, Kangan Qian, Ziang Luo, Tianze Zhu, Yang Zhong, Yihong Tang, Menglin Kong, Yunlong Wang, Siwen Jiao, Hao Ye, Zihao Sheng, Xin Zhao, Tuopu Wen, Zheng Fu, Sikai Chen, Kun Jiang, Diange Yang, Seongjin Choi, Lijun Sun

Bridging Theory and Practice in Link Representation with Graph Neural Networks

学术论文 ArXiv 重要度: 7

提出统一框架，研究图神经网络在链接表示中的表达能力。

👨‍🔬 Veronica Lachi, Francesco Ferrini, Antonio Longa, Bruno Lepri, Andrea Passerini, Manfred Jaeger

Development of Hybrid Artificial Intelligence Training on Real and Synthetic Data: Benchmark on Two Mixed Training Strategies

学术论文 ArXiv 重要度: 6

分析混合训练策略在合成和真实数据上的效果，提升模型鲁棒性。

👨‍🔬 Paul Wachter, Lukas Niehaus, Julius Schöning

Constructing Non-Markovian Decision Process via History Aggregator

学术论文 ArXiv 重要度: 6

提出构建非马尔可夫决策过程的方法，增强决策算法的评估。

👨‍🔬 Yongyi Wang, Wenxin Li

🤖 AI资讯日报

📊 今日趋势总结

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

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

Ask HN: Anyone concerned about NYC Local Law 144?

Common Lisp + Machine Learning Internship at Google (Mountain View, CA)

NLP, AI, ML, bots – a passing trend or much more? What's your take on this?

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

50% Cheaper GPUs for cloud-computing / Saving devs 50% compared to AWS

Ask HN: Dipping my toes with artificial intelligence and what to expect? (CS)

Ask HN: Thoughts on grad school? (CS PhD)

The AI Crackpot Index

Show HN: Startup Raising capital through Book Sales

Bioinformatician

microsoft/LightGBM

microsoft/onnxruntime

microsoft/CNTK

microsoft/AirSim

pytorch/vision

meta-llama/llama-cookbook

camel-ai/owl

rasbt/deeplearning-models

NLP-LOVE/ML-NLP

keon/awesome-nlp

apache/brpc

yamadashy/repomix

FADRM: Fast and Accurate Data Residual Matching for Dataset Distillation

SPIRAL: Self-Play on Zero-Sum Games Incentivizes Reasoning via Multi-Agent Multi-Turn Reinforcement Learning

Data Uniformity Improves Training Efficiency and More, with a Convergence Framework Beyond the NTK Regime

SQUASH: A SWAP-Based Quantum Attack to Sabotage Hybrid Quantum Neural Networks

STACK: Adversarial Attacks on LLM Safeguard Pipelines

Navigating with Annealing Guidance Scale in Diffusion Space

On the Predictive Power of Representation Dispersion in Language Models

Imagine for Me: Creative Conceptual Blending of Real Images and Text via Blended Attention

A Survey on Vision-Language-Action Models for Autonomous Driving

Bridging Theory and Practice in Link Representation with Graph Neural Networks

Development of Hybrid Artificial Intelligence Training on Real and Synthetic Data: Benchmark on Two Mixed Training Strategies

Constructing Non-Markovian Decision Process via History Aggregator

📅 历史日报目录