Department of Computer Science and Information Engineering

Organizer: Asia University, Central Asia University and Medical System Competition name: 2025 Smart Future Generative AI Creative Design Competition Winner: Overall Champion Winning students: Liao Yuxuan, Lin Zhiyuan, Gao Tengxuan, Lin Yizhen, Wang Yichen Supervising professor: Teacher Xie Wanyun "TASK: Teaching Assistant System for Korfball" is an innovative sports teaching assistance system that integrates artificial intelligence and generative AI technology. It is designed to promote korfball, an international sport with both educational significance and a spirit of fairness. Korfball emphasizes gender equality and teamwork. Although Taiwan ranks among the top in the world, it is difficult to promote it widely on campus due to insufficient social popularity and lack of teaching resources. To solve these problems, we designed the TASK system, which fully assists teachers in teaching and students in self-learning from pre-class preparation, in-class detection to post-class feedback. The system provides comic teaching materials and interactive quizzes before class to build learning motivation. During class, Mediapipe Pose is used with CNN+LSTM models for real-time action recognition. After class, ChatGPT is combined to automatically generate personalized learning suggestions and sports risk analysis reports. In order to increase the data diversity of unpopular korfball actions, we introduced Pose Generator and Diffusion Model for data augmentation, which effectively enhanced the accuracy of the model. The system uses Chart.js and Matplotlib to present visual data, allowing teachers and students to intuitively grasp the effectiveness and risks. After testing and verification by the experimental group and the control group, TASK can significantly improve the accuracy of students' movements and the efficiency of teachers' teaching. This work participated in the "2025 Asian University Generative AI Creative Design Competition", echoing the core goal of "improving students' generative AI technology application capabilities, encouraging innovation and educational practicality", and practicing the implementation of AI in the field of education. Standing out from many outstanding teams across the country and winning the championship of this year, we have demonstrated our innovative strength in successfully introducing generative AI technology into the education field. In the future, we will continue to optimize the system and expand its application to more sports and teaching scenarios to realize the educational vision of "making every student visible". After fierce competition, a student from Chang Gung University won the championship with the work "Korfball: Physical Fitness Smart Teaching Assistance System" and won a prize of 100,000 NTD.

Organizer: Ministry of Economic Affairs Competition title: Generative AI technology to generate an open source fall video dataset with de-personalized privacy information Winner: AI Student Group Excellent Work Award-winning students: Li Zijie, Zheng Yuyan, Gao Yien, Li Youqian, Lan Wenxi (Department of Medicine) Supervisor: Professor Zhao Yiping In order to encourage more enterprises and students to invest in the research and development of AI application technologies and to cultivate more AI professionals, the Ministry of Economic Affairs organized the first "Smart Innovation Awards" and held the finals and award ceremony at the World Trade Center Pavilion 1 today (3). A total of 1,253 teams from 36 countries participated in this year's competition. In the final, 93 awards were selected from 233 teams, and the eight gold medals were won by "Netpower Smart Technology Co., Ltd.", "Yuli Microelectronics Co., Ltd.", "Youyou Data Application Co., Ltd.", "Zhensheng Semiconductor Co., Ltd.", "National Central University", "National Taiwan University" and teams from the United Kingdom and the Philippines. At the award ceremony, Political Secretary Ho Chin-chang of the Ministry of Economic Affairs pointed out that AI is rapidly changing the global industrial structure. From manufacturing, medical care, finance to various services in daily life, there is almost no field that is not affected. The "Smart Innovation Awards" uses a competition platform to more closely integrate talent cultivation, technology application and industry needs. In the face of high expectations from all walks of life for AI technology, we hope to encourage more innovative ideas to truly meet industry needs through a practice-oriented approach. This will allow Taiwan to continuously cultivate new talents and produce new solutions in the process of developing AI. At the same time, every entry in this competition is the result of combining AI technology with real needs and creative practice, demonstrating through practical actions the infinite possibilities of transforming creativity into solutions. In the future, the Ministry of Economic Affairs will continue to connect with the industry through policy resources to help more innovative results be implemented and realize local value. Kuo Zhaozhong, director of the Department of Industrial Technology of the Ministry of Economic Affairs, said that the first Smart Awards not only attracted enthusiastic registration from domestic companies and schools, but also attracted 353 international teams from 36 countries including India, the Philippines, the United States, and the United Kingdom to participate, proving that this competition is not only a stage for Taiwan, but also an important platform for global AI creative exchange. In order to help the industry quickly strengthen the power of AI talents and applications, the Ministry of Economic Affairs will not only organize the Smart Innovation Awards, but will also combine the pilot production line capabilities of schools and corporate research institutions to assist companies in design, new product development and prototyping. It will also work with relevant units including the China Enterprise Agency and the Economic Development Agency to assist the industry in AI transformation and cultivate professional AI practitioners. Chiu Chiu-hui, Director of the Industrial Development Agency and the instigator of this competition, said that a recent survey report by the Artificial Intelligence Technology Foundation pointed out that in Taiwan's development of AI, "lack of relevant technical talent" is the top challenge for companies. The global artificial intelligence index also shows that although Taiwan's infrastructure ranks fourth, talent (38th), research (27th) and commercialization (39th) are in urgent need of improvement. The purpose of organizing the Smart Innovation Awards is to use the competition to quickly strengthen the implementation of AI applications and cultivate related talents. The Smart Innovation Awards is the largest, highest-prize, and highest-level AI competition in China (with a winning rate of only 7.4%). We look forward to everyone’s joint efforts to spread AI to all industries and drive industrial innovation with AI. The entries for the "Smart Innovation Awards" span the fields of information and communications technology (18.4%), manufacturing (16.2%), medical care (15.9%), wholesale and retail (10.2%), education (8.6%) and finance (7.8%). It not only represents the application of cutting-edge technology, but also demonstrates the potential for successful implementation of AI technology in various industries. For example, teams in the manufacturing field used AI to optimize document processing, which can improve operational efficiency and reduce errors. This technology can also be applied to other industries such as finance and healthcare. Teams in the smart healthcare field demonstrated the application of AI in disease prediction and diagnosis. These innovative solutions show the broad market potential of Taiwan's AI technology. In addition to technology applications, the participation of more than 100 startups, small and medium-sized enterprises, and listed companies will further accelerate the introduction of AI technology in various industries in Taiwan. Whether in manufacturing, financial services, or smart healthcare and education, AI applications are upgrading and transforming Taiwan's industrial structure at an astonishing rate and bringing unprecedented development opportunities to companies. In the future, the Ministry of Economic Affairs will continue to work together with industry, academia, and research, hoping that the annual "Smart Innovation Awards" will become an important platform for promoting the development of AI technology, talent cultivation, and innovative applications in the country, and continue to discover more potential new stars. Through the presentations and exchanges at the finals, an environment is created for the participating teams to stimulate creativity and exchange ideas, while also facilitating instant matching between companies and outstanding students and international talents. In addition, during the "COMPUTEX" exhibition in May each year, a matchmaking event will be held simultaneously, and it is expected that more than 20 domestic and foreign venture capital and buyers will be invited to participate, to promote in-depth exchanges and cooperation between participating teams and the industry, and further expand the commercialization opportunities of AI innovative applications. The Ministry of Economic Affairs said that it hopes to accelerate the emergence of innovative AI applications and cultivate AI talents across all industries through a series of activities, leading Taiwan towards the vision of an "artificial intelligence island."

Date:2025.04.24 12:30-13:30 Location:4th floor of Administration Building,Department of Computer Science and Engineering,Demo Room. School visited:Zhonghe High School. Number of teachers and students:About 42(including accompanying staff from the school). Reception teachers:Zhao Yiping,Li Jiqing(including assisting students,assistants,etc.,about 4 people in total). theme: VR Exploration Tour-Technology Experience The teacher in charge of the special lecture introduced the characteristics and future prospects of the department and presented physical exhibits to the students.He also shared the practical application introduction and interactive experience of the special topic with the visiting students so that they could have a deeper understanding of this type of research in the Department of Information Engineering.Several students participated in the VR interactive experience at the event,which livened up the atmosphere.After the event,the teacher in charge welcomed the visiting teachers and students and gave them small admission gifts.The event ended successfully and harmoniously.

Date:2025.04.17 09:00-10:10 Location:Demo room of Department of Computer Science and Engineering on the fourth floor of Administration Building. School visited:our lady of providence High School. Number of teachers and students:About 25(including accompanying staff from the school). Reception teacher:Li Jiqing(including assisting students,assistants,etc.,about 3 people in total). theme: VR Exploration Tour-Technology Experience The students in charge of the topic shared practical introductions and interactive experiences with the visiting students to help them gain a deeper understanding of this type of research in the Department of Information Engineering.Several students participated in the VR interactive experience at the event,which livened up the atmosphere.At the end of the event,Teacher Li welcomed the visiting teachers and students and gave them small admission gifts.The event ended successfully and harmoniously.

Date:2025.04.11 14:30-16:30 Location:Demo room of Department of Computer Science and Engineering on the fourth floor of Administration Building. School visited:Zhengxin High School. Number of teachers and students:About 52(including accompanying staff from the school). Reception teacher:Li Jiqing (including assisting students,assistants,etc.,about 3 people in total). theme: VR Exploration Tour-Technology Experience The students in charge of the topic shared practical introductions and interactive experiences with the visiting students to help them gain a deeper understanding of this type of research in the Department of Information Engineering. Several students participated in the VR interactive experience at the event, which livened up the atmosphere. Before the end of the event, Director Xie introduced the equipment in the demo room of the Department of Computer Science and Engineering, and welcomed the visiting teachers and students by giving them small admission gifts. The event ended successfully and harmoniously.

1. Time: May 24, 2025 (Saturday) 10:00-15:30 2. Number of people: Family members of all faculty and students 3. Activity content: 113 Graduation Ceremony and Department Tea Party

Chang Gung Memorial University holds joint graduation exhibition, students show the diverse aspects of AI applications Reporter Chen Zhiming The Department of Information Engineering of Chang Gung Memorial University and the Artificial Intelligence Bachelor's Degree Program held a joint graduation thematic exhibition. This year (113), a total of 90 students participated in the exhibition, and 26 sets of works were presented on campus yesterday (3rd). The theme covers smart life and medical assistance systems, and showcases the highlights of AI applications. The works not only have both creativity and application value, but also many groups of works have been recognized in national competitions. Among the 18 groups of graduation exhibition works of the Department of Engineering this year, 4 groups have won 7 awards outside the school. Picture: Provided by Chang Gung Memorial University Chang Gung Memorial University stated that among the 18 groups of graduation exhibition works of the Department of Engineering this year, 4 groups have won 7 awards outside the school. Among them, teachers Wu Shilin and Chen Yuepeng guided Jiang Ting'an, Dan Guoping, Liu Weidian, and Li Fengxiu to participate in the 29th University and College Information Application Service Innovation Competition in 2024 with the "Pediatric Hip Ultrasound Detection Guidance System" and won the "Lianxin International Smart Health" First place in the "Nursing Care Group" and a masterpiece in the "Information Application Group". The works in the joint graduation exhibition were diverse, and students from each group carefully introduced their works to the judges, visiting teachers and students. Picture: Provided by Chang Gung Memorial University Team members said that hip dysplasia is the most common hip disease in infants and young children. As you grow older, you may develop short or long feet, asymmetrical mobility of your feet, or even need to replace an artificial hip joint. Early detection is needed to avoid missing the golden period of treatment. . This system targets the pain points of current diagnostic methods and can automatically mark hip joint marking points, lowering the threshold for doctors to use ultrasound to detect DDH, shortening detection time, and reducing infant discomfort. Chang Gung Memorial University also mentioned that another group of works, "The Legend of Leftover Food – 3D Smart Dining System", by students Chen Weiting, Wang Yixuan, Liang Youchen, and Wang Xin'an, under the guidance of teacher Zhao Yiping, will be used in the information application service of colleges and universities in 2023. It achieved good results in innovation competitions, and this year won the Best Creative Award in the "Campus Group" of the 2024 Chunghwa Telecom 5G Innovation Application Competition, and the "Smart Health Category" of the 2024 Ministry of Education Smart Chip System Application Innovation Special Implementation Competition. The system uses edge computing devices and depth cameras to calculate the volume of each dish that the user takes before a meal and leftovers after the meal. When paired with a nutritional database, it can automatically calculate and record the user's nutritional intake. In addition to being used in long-term care institutions, it can also be widely deployed in restaurants to provide users with automated food records. At the same time, merchants can also use leftover food analysis to understand the correlation between eating groups and leftover food content. Zhao Yiping also guided Huang Jingting, Liao Baiyi, Lin Tingyi, and Tang Yajun to win the second place in the "Sustainable Technology Group" of the 2024 National College and University Smart Innovation and Cross-Domain Integrated Creation Competition with the "Taiwan Fish Market Fish Length Automatic Measurement System" "AITA Future Classroom Teaching Assistance System" is the work of Wang Congxiang, Jian Yuqing, Chen Yingting, and Wu Wenlong. Under the guidance of teachers Xie Wanyun and Chen Guangwu, it won the "Education AI Group" of the 29th University and College Information Application Service Innovation Competition in 2024. Third place. Chang Gung Memorial University pointed out that three works of its AI bachelor's degree program won outstanding works in national competitions this year. Under the guidance of teacher Cui Boxiang, students Jiang Zhengwei and Guo Chengye developed an integrated system "EchoFlow" with artificial intelligence and ultrasound technology as the core. It is specially designed for medical image processing and AI model training, hoping to solve various problems faced when applying AI technology in the medical field. kind of difficulty. This work has achieved good results in the Wanrun 2024 Innovation and Creativity Competition and the 2024 Digital Twin Student Works Competition. Chang Gung Memorial University further mentioned that “Doraemon Goes for Adventure – A situational interactive game robot for children’s ASD test” won the masterpiece in the 8th National Charity Technology Innovation Competition in 2024. Ye Shukai, Lai Jieding, Liu Meichen, and Deng Yuxin, under the guidance of teacher Wu Qiren, cooperated with the Early Care Center of Chang Gung Memorial Hospital to design an autism spectrum disorder situational testing robot. Through the cute robot's body movements, voice, touch screen, etc. Children's interaction makes the test interesting and improves children's patience and willingness; the "Health Village Smart Robot Interactive System" won the award in the Wanrun 2024 Innovation and Creativity Competition. Teachers Wu Shilin and Chen Yuepeng guided students Wang Weijie, Peng Yishan, Tang Yanru, and Ye Jiafu, combined with It integrates inspection robot gait detection, voice interactive automated questionnaires and face recognition functions to comprehensively track and evaluate the physical and mental health status of the elderly, providing real-time and accurate support for the health management of the elderly. Chang Gung Memorial University stated that the teachers from the two departments recognized the students’ efforts in the topic and saw what they had learned through four years of hard work. Faced with the coming wave of AI, students from both the engineering department and the AI bachelor's degree program have proven themselves through their final exhibition works. Whether they want to continue their studies or find direct employment after stepping out of campus, they all have innovative applications across the world. The implementation capabilities in the field can be expected to develop in the future. The list of winners of the 19th Staff Graduation Exhibition: 組別 題目 組員 指導老師 名次 2 請你跟我這樣畫：兒童精細動作評估 蕭友翔、陳昱佑、區迅礽、葉祐齊 魏志達 第一名 17 健心房 曾沛橋、王翊展、傅作君、邱柏翔 許艾伶 第二名 1 AITA 未來教室輔助教學系統 王琮翔、簡鈺晴、陳映廷、吳文龍 陳光武、謝萬雲 第三名 6 AI共同守護寶寶成長- 實踐社會責任的智慧嬰兒車輔助系統 王貞琇、高妤蕙唐芳婷、林郁庭歐靜嬡、 謝萬雲、許艾伶 人氣獎 6 AI共同守護寶寶成長- 實踐社會責任的智慧嬰兒車輔助系統 王貞琇、高妤蕙唐芳婷、林郁庭歐靜嬡、 謝萬雲、許艾伶 Mobagel 改變世界特別獎 Article source: Taoyuan Electronic News https://tyenews.com/2024/12/769489/

Topic:Application of deep model lightweighting in industrial deployment Speaker:Dean Chen Dunyu/School of Electrical and Communications Technology,Yuanzhi University Time:October 30,2024 (Wednesday) 13:00~15:00 Venue:B1 Conference Hall(1),Second Medical Building

Topic:Exploring Modalities in Computer Vision Speaker:Zeng Yuqi,tenured chair professor/Department of Information Engineering,National Yang-Ming Chiao Tung University Time:October 23,2024 (Wednesday) 13:00~15:00 Venue:B1 Conference Hall(1),Second Medical Building

Lecture topic:Data-centric Computing: Some Conventional and Unconventional Approaches Speaker:Huang Baijun,Associate Professor/Department of Information Engineering,National Taiwan University of Science and Technology Time:October 16,2024(Wednesday) 13:00~15:00 Venue:B1 Conference Hall(1),Second Medical Building