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  1. Mingyu Peng's 9 research works with 10 citations and 426 reads, including: Recombinant Slit2 attenuates tracheal fibroblast activation in benign central airway obstruction by inhibiting the...

    • The Market Contains Fewer First-Time Buyers and Interest in Trade-Ups Has Risen
    • Digital Touchpoints Have Become Deeply Embedded in The Decision-Making Process
    • Implications For Automotive OEMs

    After about 20 years of continuous growth, sales of passenger vehicles (PVs) in China have been falling since 2018. The first quarter of 2020 saw an unprecedented decline as COVID-19 spread, but the market recovered in the second quarter. For 2020 as a whole, vehicle sales in China were down only 7 percent (Exhibit 1). Currently, demand is overwhel...

    Use of digital channels during the vehicle-purchase process increased significantly after the onset of the pandemic, as did the influence of online video platforms and social-media networks. Our survey shows that these sources have supplanted friends and family recommendations, auto shows, and traditional offline channels as the primary source of i...

    To secure a strong foothold in China’s fiercely competitive auto market, OEMs must champion customer-centric principles and apply them to every aspect of the value chain, from products to customer management to omnichannel marketing. They must also create innovative business models to sustain their success. A few steps may help:

  2. Bill Peng is a partner in McKinsey's Hong Kong office; Ting Wu is a partner in McKinsey's Shenzhen office; Frank Chu is a partner in McKinsey's Taipei office.

  3. Oct 4, 2023 · We present MIDDAG, an intuitive, interactive system that visualizes the information propagation paths on social media triggered by COVID-19-related news articles accompanied by comprehensive insights, including user/community susceptibility level, as well as events and popular opinions raised by the crowd while propagating the information.

  4. Aug 16, 2022 · Mingyu Derek Ma, Alexander K. Taylor, Wei Wang, Nanyun Peng. Event extraction for the clinical domain is an under-explored research area. The lack of training data along with the high volume of domain-specific terminologies with vague entity boundaries makes the task especially challenging.

  5. Oct 25, 2022 · Zeng, Shihan and mu, junhao and Peng, Mingyu and Li, Weiyi and Ao, Min and Dai, Haiyun and Huang, Jing and Yang, Li, The Value of Artificial Intelligence Assisted Diagnosis between Pulmonary Tuberculosis Nodules and Solid Lung Cancer Nodules.

  6. May 13, 2023 · On the Hidden Mystery of OCR in Large Multimodal Models. Yuliang Liu, Zhang Li, Hongliang Li, Wenwen Yu, Mingxin Huang, Dezhi Peng, Mingyu Liu, Mingrui Chen, Chunyuan Li, Lianwen Jin, Xiang Bai. Large models have recently played a dominant role in natural language processing and multimodal vision-language learning.