9月17日，记者从安徽师范大学获悉，该校物理与电子信息学院教师许晨晨团队联合浙江大学、阿里与 深圳湾实验室等单位，基于无监督域适应技术，提出面向广告海报设计的图像感知布局生成方法，并构 建内容感知图文排版数据集。这一成果标志着AI辅助创意设计在内容感知布局领域取得重要进展，为 智能设计技术从理论研究走向产业应用提供了新范例。相关成果近日刊发在国际期刊《IEEE模式分析 与机器智能汇刊》上。 在广告与视觉传播领域，海报排版是吸引用户关注、高效传递产品信息的关键。然而，传统自动化排版 方法由于缺乏对图像内容的深度理解，往往难以兼顾视觉美观与内容关联性，成为制约智能设计发展的 技术瓶颈。 针对此问题，研究团队提出了一种基于生成对抗网络的跨域自适应方法，能够根据输入的产品图像，自 动生成符合大众审美且内容关联紧密的海报排版方案。同时，团队还构建了内容感知图文排版数据集， 涵盖60548组配对修复海报及对应标注、121000张高质量产品图像，为相关研究奠定了坚实数据基础。 该成果不仅推动了跨域自适应技术与智能设计的深度融合，也为AI辅助创意设计提供了新思路，在广 告设计、数字媒体制作、电商视觉优化等领域具有巨大应用潜力 ...

Core Insights - Shaoguan Xiangqiu Technology Development Co., Ltd. has been established with a registered capital of 30,000 RMB [1] - The company’s business scope includes a wide range of services such as technology services, development, consulting, and transfer, as well as manufacturing and sales of various specialized equipment [1] Business Scope - The company is involved in technology services, development, consulting, and transfer [1] - It manufactures and sells specialized equipment for printing, environmental protection, and packaging [1] - The company also engages in software development and sales, as well as sales of electronic and electrical equipment [1] - Additional activities include the sale of machinery, metal structures, paper products, and various building materials [1] - The company is authorized to conduct import and export activities and to invest using its own funds [1]

新浪科技讯 9月12日上午消息，在2025Inclusion·外滩大会上，蚂蚁集团与中国人民大学联合发布业界首 个原生MoE架构的扩散语言模型（dLLM）"LLaDA-MoE"。 责任编辑：江钰涵 实现数据显示，LLaDA-MoE模型性能效果在代码、数学、Agent等任务上领先于LLaDA1.0/1.5和Dream- 7B等扩散语言模型，接近或超越了自回归模型 Qwen2.5-3B-Instruct，仅激活 1.4B 参数即可实现等效3B 稠密模型的性能。 据了解，蚂蚁与人大团队攻关 3个月，在LLaDA-1.0基础上重写训练代码，并且基于蚂蚁自研分布式框 架 ATorch提供EP 并行等一系列并行加速技术，基于蚂蚁Ling2.0基础模型的训练数据，在负载均衡、噪 声采样漂移等核心难题上取得突破，最终采用 7B-A1B（总7B、激活1.4B）的MOE架构完成约 20T 数 据的高效训练。（罗宁） 据介绍，这款新模型通过非自回归的掩码扩散机制，首次通过原生训练的MoE在大规模语言模型中实现 了与Qwen2.5相当的语言智能（如上下文学习、指令遵循、代码和数学推理等），挑战了"语言模型必 须自回归"的主流认知。 ...

Core Viewpoint - Huawei Technologies Co., Ltd. has successfully registered the trademark "Hongmeng Zhixiang," classified under category 9 for scientific instruments, indicating its expansion into the smart automotive solutions market [1][2]. Group 1: Trademark Registration Details - The trademark "Hongmeng Zhixiang" has been registered with application number 82056894A and is categorized as a regular trademark [2]. - The application date for the trademark was November 19, 2024, with the initial examination announcement scheduled for May 20, 2025 [2]. - The trademark is expected to be registered for a period of three years, with the registration expiration date set for August 21, 2028 [2]. Group 2: Business Implications - "Hongmeng Zhixiang" represents Huawei's initiative to provide intelligent automotive solutions, leveraging the Hongmeng operating system and advanced smart technologies to enhance user experience in terms of intelligence, convenience, and safety [1][2].

Core Insights - Changzhou Ganpeng Wireless Technology Co., Ltd. has been established with a registered capital of 2 million RMB [1] - The company is involved in a wide range of services including technology services, software development, and IoT technology services [1] Company Overview - The legal representative of the company is Zhao Kun [1] - The business scope includes technology development, consulting, and transfer, as well as sales of communication and network equipment [1] - The company also focuses on 5G communication technology services and industrial automation control systems [1] Industry Implications - The establishment of the company indicates a growing interest in the fields of IoT, AI hardware, and 5G technology services [1] - The diverse range of services offered suggests potential for innovation and development within the technology sector [1]

Group 1 - The establishment of Shanghai Juluhang Technology Center (Limited Partnership) with a registered capital of 1 million RMB indicates a focus on technology and robotics sectors [1] - The business scope includes a wide range of services such as technology services, development, consulting, and promotion, highlighting the company's emphasis on innovation and technical expertise [1] - The company is involved in the sales and maintenance of industrial robots, as well as the research and development of intelligent robots, which positions it within the growing automation and AI market [1] Group 2 - The company also engages in the sales of artificial intelligence hardware and smart storage equipment, reflecting a diversified product offering in the tech industry [1] - Additional services include software development and sales, indicating a commitment to providing comprehensive technological solutions [1] - The inclusion of import and export activities suggests potential for international business opportunities and market expansion [1]

场景描述 在汽车行业竞争白热化的今天，销售人员面临的挑战前所未有：客户决策周期长、产品参数复杂、竞品 对比需求高频，传统"背话术+试驾"的营销模式已显疲态。 解决方案 中关村科金自主研发的智能陪练系统，融合大模型、多模态AI分析等前沿技术，通过高仿真场景实战 和实时反馈系统，助力汽车销售轻松提升产品知识学习效率。 4、数据驱动，营销升级：智能陪练系统还沉淀了各个营销服务平台中的咨询对话数据，并从中挖掘有 价值的信息，助力企业进行产品优化和市场洞察。如当客户集中咨询"某某某座椅角度调节"问题后，品 牌方可迅速响应优化产品。而当检测到客服系统中新能源客户关注点从续航转向"城市导航辅助驾驶功 能"，品牌方便能早于行业报告1.6个月做出反应，抢占市场先机。 成效 模拟客户实战对话场景 1、动态知识库，信息秒同步：利用大模型+RAG，实时关联最新产品信息库，将海量产品知识融合 成"有条理"的指导老师。当客户问及"800V高压平台充电效率"，系统同步从资料中抓取关键词，并"保 姆式"可视化地提示销售人员讲解技巧。 2、多角色模拟，如临现场：通过模拟各种类型客户的对话场景，帮助销售人员应对多样客户需求。 1、知识迭代快，碎 ...

Group 1 - Shenzhen Bozhisen Technology Co., Ltd. has been established with a registered capital of 1 million RMB [1] - The legal representative of the company is Liu Xing [1] - The company's business scope includes software development, data processing services, sales of electronic products, and various technology services [1] Group 2 - The company is involved in the wholesale of electronic components, integrated circuits, and sales of optoelectronic devices [1] - It also engages in the sales of semiconductor lighting devices and solar thermal utilization products [1] - The company offers technical services, development, consulting, and technology transfer [1] Group 3 - The company is permitted to conduct general business activities without specific licensed projects [1] - It is involved in the wholesale of hardware products and sales of plastic products [1] - The company also provides security system monitoring services and sales of smart home consumer devices [1]

Core Viewpoint - Xinhua Technology International Co., Ltd. is pursuing an IPO in Hong Kong, with its prospectus revealing significant growth in R&D spending by 162.2% and a net profit margin fluctuation exceeding 100%, highlighting key dynamics in the company's development that warrant investor attention [1] Business Model and Operations - The company primarily provides digital technology services and products to clients based in Japan, Hong Kong, and Southeast Asia, covering customized software development, standardized software products, and application hosting services [2] - The three main business areas work collaboratively to meet diverse client needs during their digital transformation processes [2] Market Dependency - Japan is the most critical overseas market for the company, with revenue from Japanese clients accounting for 95.0% as of June 30, 2025, reflecting a strong reliance on this single market [3] - The company has established long-term partnerships with leading Japanese firms, maintaining a 100% core client retention rate over the past decade [3] Financial Performance - Revenue has shown fluctuating growth, with total operating income for 2022, 2023, and 2024 being RMB 1.632 billion, RMB 1.925 billion, and RMB 1.802 billion respectively, with a notable 18% increase in 2023 due to market recovery post-COVID-19 [7] - The revenue from customized software development services has decreased in proportion, while standardized software products saw a significant increase of 144.3% in 2023 [5] Profitability Metrics - Net profit figures for 2022, 2023, and 2024 were RMB 182 million, RMB 270 million, and RMB 202 million respectively, with a 48.6% increase in 2023 attributed to market recovery and cost control [8] - The net profit margin fluctuated significantly, with values of 11.2%, 14.0%, 11.2%, and 19.1% from 2022 to the first half of 2025, indicating instability in profitability [10] Gross Margin Analysis - The gross margins for customized software development, standardized software products, and application hosting services have shown stability, with slight increases noted in recent years [14] - The overall gross margin has improved due to market recovery and effective cost control measures [14] Client Concentration Risks - The company has a high client concentration, with the top five clients contributing 48.2% of total trade receivables in 2024, indicating a significant dependency on a limited number of clients [21] - This concentration poses risks if major clients reduce orders or face financial difficulties [21] Competitive Landscape - Xinhua Technology International ranks fourth among service providers in the Japanese software technology services market, indicating a strong position but also facing intense competition [15] - Continuous improvement in technology, customer resources, and cost control is essential for maintaining market position [15] Governance and Management - The company has a concentrated ownership structure, with the controlling shareholder holding approximately 86.9% of the issued share capital, which may impact decision-making processes [22] - The management team possesses extensive experience, particularly in managing operations related to the Japanese market [19]

Group 1 - Agora, Inc. reported Q2 2025 total revenue of $34.26 million, representing an 11.0% year-over-year increase, excluding low-margin businesses terminated since Q3 of the previous year [1] - The company provided guidance for Q3 revenue in the range of $34.00 million to $36.00 million, indicating a year-over-year growth of 7.6% to 13.9% compared to Q3 of the previous year [1] - Revenue from the Chinese market for Agora was 116 million RMB, while revenue from non-Chinese markets was $18.20 million, showing a year-over-year increase of 16.7% [1] Group 2 - As of June 30, 2025, Agora had 1,997 active customers, a 1.4% year-over-year increase, while the number of active customers for Agora reached 1,880, reflecting a 12.4% year-over-year growth [1] - The company accelerated the implementation of conversational AI capabilities across various industry scenarios, with applications in AI smart assistants, AI companion robots, and multimodal AI agents [1] Group 3 - In the education sector, the conversational AI technology provided by Agora has been successfully utilized in the Miko3 STEAM smart education robot, which can engage in natural conversations with children and accurately recognize their emotions [3] - Miko3 serves as a caring emotional companion, providing timely feedback to children based on their emotional states [3]