Ching-Chun Chang, Yuchen Guo, Hanrui Wang, Timo Spinde, Isao Echizen · 2026-05-05 · 8 min AI

人机共生中的角色感知人工智能增强和自动化

Role-Aware Artificial Intelligence Across Augmentation and Automation in Human-Machine Symbiosis

人工智能(AI)的进化使得人类和计算机器之间的界限变得越来越模糊。在项目中...

The evolution of artificial intelligence (AI) has rendered the boundary between humanity and computational machinery increasingly ambiguous. In the pr...

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Yinghao Qin, Xinwei Wang, Mosab Bazargani, Jun Chen · 2026-05-05 · 3 min AI

电动电容车辆路径问题双层后期验收爬坡中的实例感知参数配置

Instance-Aware Parameter Configuration in Bilevel Late Acceptance Hill Climbing for the Electric Capacitated Vehicle Routing Problem

组合优化中的算法性能对参数设置高度敏感,,而单个全局调整的配置经常失败......

Algorithm performance in combinatorial optimization is highly sensitive to parameter settings, while a single globally tuned configuration often fails...

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Yan Zhang, Daiqing Wu, Huawen Shen, Can Ma, Yu Zhou · 2026-05-05 · 6 min AI

了解从哪里点击自己: 符合政策的自我蒸馏以实现 GUI 基础

Learn where to Click from Yourself: On-Policy Self-Distillation for GUI Grounding

图形用户界面(GUI)基础将自然语言指令映射到目标元素的视觉坐标,并作为核心功能...

Graphical User Interface (GUI) grounding maps natural language instructions to the visual coordinates of target elements and serves as a core capabili...

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Qinyuan Wu, Soumi Das, Mahsa Amani, Arijit Nag, Seungeon Lee, Krishna P. Gummadi, Abhilasha Ravichander, Muhammad Bilal Zafar · 2026-05-05 · 6 min AI

调用或不调用:评估和优化LLM工具调用的框架

To Call or Not to Call: A Framework to Assess and Optimize LLM Tool Calling

代理人工智能架构通过外部工具, 增强了法学硕士,释放了强大的功能,但可能会产生大量成本。而且,工具还...

Agentic AI architectures augment LLMs with external tools, unlocking strong capabilities but potentially incurring substantial costs. Moreover, tool u...

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Theodore Papamarkou, Pierre Alquier, Matthias Bauer, Wray Buntine, Andrew Davison, Gintare Karolina Dziugaite, Maurizio Filippone, Andrew Y. K. Foong, Vincent Fortuin, Dimitris Fouskakis, Jes Frellsen, Eyke Hüllermeier, Theofanis Karaletsos, Mohammad Emtiyaz Khan, Nikita Kotelevskii, Salem Lahlou, Yingzhen Li, Fang Liu, Clare Lyle, Thomas Möllenhoff, Konstantina Palla, Maxim Panov, Yusuf Sale, Kajetan Schweighofer, Artem Shelmanov, Siddharth Swaroop, Martin Trapp, Willem Waegeman, Andrew Gordon Wilson, Alexey Zaytsev · 2026-05-05 · 3 min AI

立场%3代理人工智能编排应该是贝叶斯一致的

Position: agentic AI orchestration should be Bayes-consistent

法学硕士擅长预测任务和复杂推理任务,,但许多高价值部署依赖于不确定性, 下的决策,例如, 哪些...

LLMs excel at predictive tasks and complex reasoning tasks, but many high-value deployments rely on decisions under uncertainty, for example, which to...

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Jangoulun Singsit · 2026-05-04 · 8 min Apparel Trade

阿迪达斯第一季度利润因服装, DTC 渠道增长激增而增长

Adidas Q1 profit rises on apparel, DTC channel growth surge

阿迪达斯报告称,2026 年第一季度营业利润增长 16% 至 €705m ($825m) (Q1 FY26),,其中包括服装, 的增长,该行业看到了当前...

Adidas reported a 16% jump in operating profit to €705m ($825m) for the first quarter of 2026 (Q1 FY26), including a boost from apparel, which saw cur...

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Hannah Abdulla · 2026-05-04 · 7 min Apparel Trade

Asos 表示,AI, 个性化在, 的增长雄心中打了折扣

AI, personalisation in, discounts out in growth ambitions says Asos

Asos 首席执行官 José Antonio Ramos Calamonte 在世界零售大会上向观众表示,该公司正在关注客户相关性, 全价销售和 AI-po...

Asos CEO José Antonio Ramos Calamonte told an audience at the World Retail Congress it is focusing on customer relevance, full-price selling and AI-po...

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Jangoulun Singsit · 2026-05-04 · 3 min Apparel Trade

报告发现英国时尚支出增长放缓, 购物者更具选择性

Report finds UK fashion spend growth slows, shoppers more selective

Cardlytics 的新数据表明,英国时尚购物者仍在继续消费,但他们的消费方式更加有选择性和谨慎, 优先考虑更多...

New data from Cardlytics indicates that UK fashion shoppers continue to spend but are doing so in a more selective and measured way, prioritising more...

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Rachel Lawler · 2026-05-04 · 9 min Apparel Trade

Shein供应商呼吁稳定订单量

Shein suppliers call for stable order volumes

快时尚巨头 Shein 分享了与 Cascale Better Buying 和 Worldwide Responsible Accredited Production (WRAP) 合作的结果,该结果...

Fast fashion giant Shein has shared findings from its work with Cascale Better Buying and Worldwide Responsible Accredited Production (WRAP) which hig...

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