qinbafrank
qinbafrank|Apr 20, 2026 04:38
The entrepreneurial experience of Qunhe Technology is quite legendary. All three founders graduated from top universities (Zhejiang University, Tsinghua University, University of Illinois) and have worked for companies such as NVIDIA, Google, and Microsoft. They are proficient in computer graphics, parallel computing, GPU programming, and other fields. Huang Xiaohuang is deeply involved in the development of NVIDIA CUDA, Zhu Hao is skilled in low-level graphics algorithms, and Chen Hang has full stack development capabilities. Such a startup team, even if they look like the top luxury equipment today, should focus on more advanced graphics and high-performance computing. But initially choosing home decoration O2O may not seem like a high barrier field, and there are still many stories behind it. At the beginning of its establishment, Qunhe Technology was a company that "used a hammer to find a nail". Huang Xiaohuang held the most advanced cloud GPU physical rendering and simulation technology at that time and returned to China to start a business, searching for application scenarios everywhere. Fifteen years ago, many investors may not have heard of GPUs, and Crowdcore relied on an online virtual home community (similar to Houzz, which was valued at $4 billion that year) to raise money. After exploring again, I finally found a client in the wealthy real estate industry and launched the space design software Kujiale. From home decoration O2O to designer SaaS, these products from Qun Core not only enable companies to make money but also survive. Qunhe Technology has also accumulated a large amount of high-quality 3D spatial data for practical applications in home, building, industrial and other scenarios. Starting from 2018, Qun Core has returned to its original entrepreneurial intention. In 2018, Qunhe Technology, together with Imperial College London and the University of Southern California, jointly released the world's largest indoor scene cognitive deep learning dataset, containing 130 million spatial data. In December 2015, Qunhe collaborated with Zhejiang University to open source the SAGE-3D dataset. This is the industry's first embodied learning dataset based on 3D Gaussian VLE (Visual Language Navigation). The power of high-quality data, algorithms, and self built large-scale GPU clusters is gradually emerging. In 2025, Qunhe Technology released the industry's first 3D scene generation spatial model, which includes the spatial language model SpatialLM and the spatial generation model SpatialGen. This is the world's first industry model that truly focuses on "spatial intelligence", evolving AI from "text language" to "spatial language". From then on, it began to lead space intelligence. In 2023, Qun Nuclear Technology shifted its entire strategic focus to space intelligence. Huang Xiaohuang said, "In the past, the company thought that the core of growth was products, but now it is increasingly realizing that, The true determinant of the upper limit is the algorithm and model capabilities at the bottom of the product. " If this judgment is true, the future sales of Qun Core will not just be a design software, but a space understanding and generation capability that can be repeatedly called. The charging method will also change from charging by seat or subscription to charging by token or call volume. Looking back at the entrepreneurial path of the group core now, it is a completely opposite path to the mainstream entrepreneurial logic. Most people first see market demand (nails) and then create corresponding tools (hammers). But Huang Xiaohuang is exactly the opposite: He spent 14 years grinding a hammer of "GPU real-time rendering+3D spatial data" to an incredibly sharp edge, Then, in different eras, use the same hammer to strike different nails. From home decoration O2O to designer SaaS, Moving on to AI research and spatial intelligence, Qun Nuclear Technology has turned around four times, but the hammer has never been replaced, but four nails have been replaced. He vividly referred to this method as' finding nails with a hammer '. Business scenarios are changing, but the core is becoming increasingly solid. In the morning, the Hong Kong stock market opened and caught up with some core groups around 20. From a personal perspective, the market is likely to pay for companies that continue to imagine.
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