Sogang Explores Inclusion in Shanghai

What does inclusion look like in practice, across history and across cultures? That was the question at the center of a four-day field program organized by Sogang University’s HUSS Initiative for Inclusive Society, which brought twenty undergraduate students to Shanghai from April 2 to 5.

The program, titled “Civilization, Empire, and Exile: Reading the History of Inclusive Society in Shanghai,” was designed around a central premise: that Shanghai’s layered urban history offers an unusually rich site for examining how societies have — and have not — made room for those pushed to their margins. Students approached the city through three thematic lenses. The first traced the formation of Yangtze River civilization and Shanghai’s early cultural foundations. The second examined the city’s development as an imperial international port, where competing colonial powers left visible marks on the built environment. The third turned to histories of refuge and displacement — the Korean independence movement, Jewish refugees who fled to Shanghai during the Second World War, and the experiences of comfort women documented in the city’s historical record.

The itinerary moved through these layers directly. Participants visited the Shanghai Museum and Guangfulin Relics Park before walking the Bund and Nanjing Road, where the architecture of the imperial era remains largely intact. They then visited the former site of the Korean Provisional Government and the Yun Bong-gil Memorial, followed by the Jewish Refugees Museum and a museum dedicated to the history of comfort women.

Preparation began well before departure. From March onward, students worked in small groups through a series of seminars, researching and presenting on their assigned sub-themes before applying that groundwork to what they encountered on site. Five faculty members from the Department of History accompanied and guided the program throughout.

For one participant, the experience reframed a city she thought she knew. Kim Jin-seo (History, ’22) reflected that beneath Shanghai’s reputation as a cosmopolitan metropolis, she found “a historical layer of inclusion through exile and memory” — and that witnessing how the city had offered refuge to Korean independence activists and Jewish refugees alike led her to conclude that a truly inclusive society begins with making space for the marginalized and committing to remember their experiences.

A closing outcomes session is scheduled for April 9 on campus. The HUSS Initiative for Inclusive Society has indicated it will continue developing field-based global programs aimed at equipping students with the interdisciplinary perspective and civic sensibility needed to engage with questions of inclusion, equity, and justice — in history and in the present.

AI and Robotics: From Lab to Industry

Sogang University held its March brown-bag seminar under SAIX Peers, focusing on the current state and industrial trajectory of robot AI. The session featured Professor Changjoo Nam from the Department of Electronic Engineering and founder of Vertical Labs, a university-affiliated startup developing data collection platforms for robot learning, who presented on manipulation, humanoid robotics, and the shift toward action-generating AI systems.

Professor Nam opened with a framing observation: as AI moves beyond large language models into systems capable of physical action, the central question in robotics is no longer perception or language understanding alone, but how a model translates situational awareness into movement. He described the growing adoption of end-to-end learning architectures, in which a single model learns directly from sensor input to motor output, replacing earlier modular pipelines. At the core of this shift are Vision-Language-Action (VLA) models, which integrate visual encoders and language models to interpret context and map generated tokens onto joint values for physical execution.

The seminar also addressed world models — systems that predict how an environment will change in response to a given action, enabling simulation-based verification before physical execution. Professor Nam noted that the physical cost of trial-and-error in real environments makes such predictive modelling increasingly important: “The model that generates actions and the world model that verifies them in advance are developing together.”

Discussion turned to the question of what learning paradigms are most effective for robot AI. Professor Nam acknowledged that while foundation models are expanding in scope, direct application to real-world settings remains difficult, and that additional data-driven fine-tuning is typically required on the ground. On reinforcement learning, he highlighted the exploration-exploitation tradeoff: broad exploration is theoretically valuable but practically constrained in physical environments, where repeated attempts risk damaging objects or requiring continuous environmental reset. Simulation-based training therefore remains the dominant approach for exploration-heavy tasks. For specific industrial processes, imitation learning — training robots on recorded human demonstrations — offers a more data-efficient path to reliable performance.

On application domains, Professor Nam drew a contrast between entertainment and manufacturing. Humanoid robots in entertainment operate in contexts where failure is tolerable; manufacturing and logistics demand precision, but involve a more bounded set of tasks, making them more immediately suited to deployment. Drawing on his experience at Vertical Labs, he argued that the real answers lie in the field: “You have to go to the site, collect the data directly, and build from there.” He added that small and mid-sized manufacturers are not looking for general-purpose systems but for process-level automation — and that AI enables faster deployment than traditional systems integration approaches.

The session illustrated how robot AI is moving from a research-stage technology into active industrial application, with Professor Nam’s dual role as researcher and founder offering a grounded perspective on both the technical possibilities and the practical constraints of current systems.

Inha: Single-Camera Fingertip Recognition

전체 시스템 파이프라인 ▲Overall System Pipeline

The research team led by Professor Lee Woo-Gi from the Department of Industrial Engineering at Inha University, along with the Voice AI Research Institute, has developed an artificial intelligence technology capable of recognizing fingertip contact in real time using only standard camera footage.

This technology analyzes depth information and motion information in video simultaneously, enabling accurate recognition of contact even when hands move quickly or are partially occluded.

In particular, it can estimate three-dimensional information using only a standard camera without requiring a separate depth sensor, achieving high recognition performance while reducing costs compared to conventional equipment.

The research was jointly conducted by Professor Lee Woo-Gi’s team, Dr. Mukhiddin Toshpulatov, a visiting researcher at Inha university’s Voice AI Research Institute, and Professor Lee Su-An from Semyung University.

The research results were accepted at CVPR 2026, one of the world’s most prestigious conferences in artificial intelligence and computer vision, under the title “Real-Time Multimodal Fingertip Contact Detection via Depth and Motion Fusion.” Recently, CVPR has recorded an h5-index of 450, demonstrating a level of academic influence ranked second in the world, following Nature and surpassing Science, alongside the rapid advancement of the AI field.

Professor Lee Woo-Gi from the Department of Industrial Engineering stated, “It is significant that performance comparable to existing depth recognition sensors can be achieved using only a simple smartphone camera,” adding, “This technology has strong potential for applications in various fields such as medical simulation, music interfaces, and sign language recognition, and could also serve as a key technology for human-robot collaboration in future smart manufacturing environments.”

Meanwhile, Professor Lee Woo-Gi’s research team has been carrying out the national artificial intelligence core technology development project “XVoice” from 2022 to 2026 with support from the Ministry of Science and ICT, and the research is being conducted with support from the Institute for Information and Communications Technology Planning and Evaluation and the National Research Foundation of Korea.

업레이션 스터디 실험 결과 ▲Ablation Study Results

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Sogang Honored at the 5th World ESG Forum

X205 — a student startup team from Sogang University’s Department of Art & Technology — received an excellence award at the 5th World ESG Forum University Startup Competition, organized by the Korean ESG Association. The four-member team, comprising Jong-ho Park, Yoon-seo Choi, Ji-yoon Kim, and Dong-jun Lim, shared the honor with one other team and was recognized for an entry that combined educational technology with local economic engagement.

Their concept, “Heoripizza,” is an AI-assisted local board game designed to develop spatial reasoning in children and adolescents while incorporating content drawn from local businesses and communities. The premise — that a game can simultaneously serve as a learning tool and a platform for regional collaboration — drew positive attention from judges for its potential as both an edtech product and a model for community-linked content development.

The team’s background reflects Sogang’s broader approach to interdisciplinary education. The Department of Art & Technology sits at the intersection of creative practice and technological application, and the X205 project illustrates how that combination can translate into socially oriented entrepreneurship. The team credited Sogang’s entrepreneurship support infrastructure — including mentoring and development resources provided through the University’s startup programs — as a foundation for turning their concept into a competition-ready venture.

That infrastructure is part of a wider institutional commitment. Through initiatives such as the Campus Town Project and Open Innovation Center 2.0, Sogang has built a startup ecosystem that connects student ideas with commercialization pathways, industry collaboration, and community engagement. The University’s approach to entrepreneurship explicitly prioritizes social and environmental value alongside economic outcomes — an alignment that made the ESG competition a natural fit.

Kwanwoo Shin, Director of the Startup Support Division, noted that the award reflects growing student capacity to develop creativity-driven, ESG-aligned ventures: “We will continue linking campus innovation programs to ensure strong support for youth entrepreneurship and practice-centered education.”

The team has indicated plans to expand beyond a single game product toward a broader platform for bringing participatory play culture to underserved communities.

Inha’s Local Ties for Climate Crisis Response

▲MOU Signing Ceremony between the Inha University Climate Crisis Response Project Group and the Korea–Tajikistan Economic Exchange Association

The Inha University Climate Crisis Response Project Group has recently drawn attention by actively engaging in cooperation with regional institutions to promote internationalization projects and strengthen the linkage between high schools and universities.

The group recently held separate MOU signing ceremonies with the Korea–Tajikistan Economic Exchange Association, Ewon Medical Foundation, and Incheon Daegun High School.

Through these partnerships, it plans to promote international collaboration with the Korea–Tajikistan Economic Exchange Association and Ewon Medical Foundation, while working with Incheon Daegun High School to implement high school–university linked educational programs. These efforts aim to strengthen cooperation with the local community and invigorate the second phase of the project.

Since its establishment in 2019, the Korea–Tajikistan Economic Exchange Association has contributed significantly to economic exchanges between Korea and Tajikistan. Ewon Medical Foundation is the largest clinical testing and research institution in Korea. Together with the Inha University Climate Crisis Response Project Group, they will carry out various collaborative initiatives, including the development of international cooperation projects and programs supporting students’ overseas advancement and local education opportunities.

With Incheon Daegun High School, which celebrates its 80th anniversary this year, the group will implement an advanced program targeting 15 selected first-year students. Over the next three years, the program will include auditing courses in the climate crisis response convergence major and participating in joint club activities, thereby elevating existing high school–university linkage programs to a new level.

Since being selected in July 2023 as a participating university in the HUSS (Humanities Utmost Sharing System) Convergence Talent Development Project (Environment Consortium), supported by the Ministry of Education and the National Research Foundation of Korea, the group has focused on building a foundation for cultivating convergent talent in climate crisis response.

Key achievements include the establishment of advanced classrooms to support both curricular and extracurricular activities, the operation of a convergence major involving students from diverse departments, the development and implementation of specialized international field training programs, and the execution of various international collaboration projects with regions and countries worldwide, including GGC.

As it enters the second phase this year, the Inha University Climate Crisis Response Project Group is accelerating preparations for a new leap forward.

Plans include introducing new AI-related courses such as “AI and Social Change” and “AI in Climate Crisis Response,” expanding career pathways and global opportunities for undergraduate students in the convergence major, and establishing a new graduate-level Department of Climate Change Response. Additionally, a combined bachelor’s–master’s program will be introduced to foster professional researchers in the field.

Kim Jeong-ho, head of the Inha University Climate Crisis Response Project Group, stated, “Based on the achievements of the first phase, we will strive to cultivate outstanding convergent talent who will lead the future by enhancing the quality of the curriculum and strengthening collaboration with local and international communities during the second phase.”

▲Group Photo of the Climate Crisis Response Project Group and Ewon Medical Foundation

▲MOU Signing Ceremony between the Climate Crisis Response Project Group and Incheon Daegun High School

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Inha’s New Logistics Program in Peru

▲At the recent first entrance ceremony of the Digital Supply Chain & Logistics Engineering department held at the National University of San Marcos(UNMSM), new students and attendees are taking a commemorative photo.

Inha University is promoting an international cooperation project to establish a Department of Digital Supply Chain & Logistics Engineering at the National University of San Marcos (UNMSM) in Peru and to support the development of a logistics-based startup ecosystem.

This project is part of the National Research Foundation of Korea’s “Leading University Development Support Program for International Cooperation” and is a mid- to long-term project conducted over six years from April 2026 to March 2032. Inha University participates as the lead institution, building an integrated cooperation model that encompasses education, research, and entrepreneurship in the local region.

As a result of the project, the first entrance ceremony of the Digital Supply Chain & Logistics Engineering department was recently held at the National University of San Marcos (UNMSM). This department is the first case in South America to systematically introduce a curriculum specializing in digital logistics and supply chains, and it is expected to create a new turning point in Peru’s higher education system as a whole.

Through this project, Inha University is developing a curriculum that integrates AI-based digital supply chains, logistics, and entrepreneurship. To go beyond simple theoretical education and strengthen practice-oriented training applicable to real industrial settings, the university is also establishing logistics laboratories and educational and research equipment.

In addition, to enhance the capabilities of faculty and students, the project supports the training of doctoral-level faculty members and operates various programs such as research and education workshops, expert dispatch, and joint project implementation. The key goal is to help local universities secure the capacity for self-sustained education and research.

In particular, this project draws attention in that it goes beyond establishing a department and includes the creation of a startup ecosystem in the logistics field. Inha University plans to provide entrepreneurship education and technology commercialization support for local faculty, students, and youth, while promoting lab-based startups and company establishment based on logistics technologies. Through this, it aims to build a virtuous cycle connecting education, research, and entrepreneurship.

President Cho Myeong-Woo stated, “Inha University is contributing to educational innovation and industrial development in Latin America through global industry-academia cooperation and international development collaboration,” adding, “We will continue to share Korea’s excellent educational models with the world and expand sustainable international cooperation networks.”

Professor Park Seung-Wook of the College of Business Administration, who serves as the project director, said, “This project is a long-term cooperation initiative that goes beyond simply establishing a department, aiming to simultaneously build a talent development system and a startup ecosystem in the field of digital supply chain and logistics in Peru.”

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SKKU Hosts Oxford Mindfulness Talk

SKKU’s International Affairs Division and the Department of Social Welfare held the “Mindfulness for Life” talk concert on March 18, inviting Professor Willem Kuyken, a clinical psychologist at the University of Oxford in the United Kingdom. The event was organized to offer students who are experiencing psychological difficulties amid various concerns such as academics, career paths, and interpersonal relationships a new perspective and practical support through mindfulness.

Professor Kuyken is a world-renowned authority in the field of mindfulness-based cognitive therapy (MBCT) research and has been actively conducting studies on the prevention of depression and anxiety and the promotion of mental health. In his lecture that day, he explained how mindfulness helps people recognize and accept present experiences as they are and introduced practical ways to ease recurring cycles of negative thoughts and emotions.

In the session that followed, in-depth discussions were conducted around three cases based on students’ concerns collected through a pre-event survey. In particular, Professor Sungmin Yoon of the Department of Social Welfare participated in this session together with Professor Kuyken, enabling a more extensive discussion. The first case presented a perspective that viewed “rest” not as failure but as part of sustainable growth through the experience of a student who repeatedly set excessive goals and experienced burnout. The second case focused on how to understand one’s identity and values separately amid achievement-centered self-perception and career-related anxiety. Finally, through a case involving loneliness and disappointment in interpersonal relationships, the importance of mindfulness in finding balance in relationships with others and caring for oneself was emphasized.

For each case, Professor Kuyken and Professor Sungmin Yoon presented ways for students to view their emotions and thoughts more flexibly from the perspective of mindfulness, and attendees took time to reflect on and empathize with their own experiences.

During the Q&A session that followed, students continued to participate actively, raising questions on a wide range of topics, including mindfulness-based cognitive therapy (MBCT), career concerns, and methods of emotional regulation. The speaker drew a strong response by empathizing with each student’s situation and offering practical advice.

The International Affairs Division and the Department of Social Welfare, which co-hosted the event, expressed their hope that the program served as an opportunity for students to view the anxiety and concerns they had felt only vaguely from a new perspective. They also stated that they plan to continue organizing a variety of programs that can support students’ growth in the future.

CNU: Building a Global Research Presence

Chonnam National University (CNU) is cementing its status as a world-class research institution, transitioning from a regional powerhouse to a globally integrated innovation hub. Driven by a commitment to addressing complex societal challenges, CNU is delivering transformative solutions with global relevance.

A prime example of this leadership is its recent breakthrough in AI-driven cybersecurity. Researchers have developed a proactive defense system against “face-phishing” and synthetic media fraud. Moving beyond simple detection, this technology prevents the unauthorized deepfake creation, ensuring a safer digital ecosystem. This research has been accepted for presentation at CVPR 2026, the world’s premier computer vision conference, and will be officially unveiled this June.

CNU’s scholarly influence is underpinned by rigorous data. According to 2020–2024 SciVal data, CNU achieved a Field-Weighted Citation Impact (FWCI) of 1.16, ranking first among South Korea’s nine flagship national universities. This indicates that CNU’s research is cited 16% more frequently than the global average. Furthermore, 34.2% of its publications rank within the top 10% of global academic journals.

This trajectory is fueled by its international integration, with an International Collaboration rate of 31.5%. By leading global research projects and co-authoring with outstanding overseas institutions, CNU is maximizing its academic footprint.

“We have evolved into a globally integrated research center, with 62 of our scholars now ranked among the world’s top 2%,” says President Lee, Geun-bae. Through its rigorous focus on interdisciplinary excellence and strategic global partnerships, CNU continues to redefine the boundaries of research-intensive institution.

 

AI Technology for Recognizing Actions

A research team led by Jae-Pil Heo, Professor in the Department of Software at Sungkyunkwan University (SKKU), has developed an Artificial Intelligence (AI) technology that can accurately recognize new actions from only a small number of example videos.

Typically, AI requires massive amounts of training data to understand complex human actions. However, in real-world scenarios, it is often difficult to secure sufficient video data for specific actions. To address this limitation, the research team focused on few-shot action recognition, which enables AI to learn and distinguish the characteristics of new actions from only a few examples.

The research team’s core idea is to compare videos by efficiently summarizing only their key movements, rather than relying on conventional complex computations that compare entire videos frame by frame in temporal order. To achieve this, the team extracts and organizes key movement patterns from each video based on several criteria, enabling the AI to compare actions more effectively and identify similarities and differences more accurately.

A key strength of this technology is its robustness to variations in action speed and duration. Even when the same action is performed at different speeds or over different durations due to individual habits or filming conditions, the algorithm can reliably capture the essence of the action and recognize it effectively despite such temporal variations.

This achievement has been internationally recognized for its academic significance and technical excellence. The paper was selected for an Oral Presentation at CVPR 2025, one of the most prestigious conferences in computer vision and artificial intelligence.

This technology is expected to play an important role in a wide range of applications that require advanced video understanding, including sports motion analysis, intelligent security systems for detecting dangerous situations, and autonomous behavior learning for robots.

※Title: Temporal Alignment-Free Video Matching for Few-shot Action Recognition

※Conference: IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) 2025

※Presentation Type: Oral Presentation

※DOI: 10.1109/CVPR52734.2025.00509

※Author: SuBeen Lee, WonJun Moon, Hyun Seok Seong, Jae-Pil Heo

※PURE: https://pure.skku.edu/en/persons/jae-pil-heo/

New AI Knowledge Hub at Inha

Inha University’s Jungseok Library recently successfully held the opening ceremony of ‘AI CUBE (AI Convergence Bookshelf),’ which will serve as a hub for integrated academic services in the age of artificial intelligence, along with an AI roundtable discussion linked to the event.

AI CUBE is an AI-specialized convergence knowledge space designed to maximize the convenience of information exploration through one-stop curation of AI-related knowledge, and to contribute to the cultivation of creative, interdisciplinary talent by providing users with insights that transcend academic boundaries.

The event was attended by key Inha university officials, including Executive Vice President for Academic Affairs Baek Seong-hyun, Acting Student Council President Choi Su-han, and professors participating in the AI roundtable.

In the AI roundtable that followed, professors from various academic disciplines participated as panelists and engaged in multifaceted discussions on AI application cases and the resulting societal changes. In particular, 32 undergraduate and graduate students participated in the session, continuing an active Q&A discussion.

Acting Student Council President Choi Su-han stated, “As the role of AI continues to grow across all fields of study, it is important to learn how to use it properly and efficiently,” adding, “I expect this opportunity will help us better understand how to use AI effectively.”

Director of Jungseok Library Kim Young-soon remarked in her opening speech, “We organized this roundtable with the hope that students will become individuals who can cross the boundaries of academic disciplines.”

Executive Vice President for Academic Affairs Baek Seong-hyun encouraged students by saying, “The pace at which AI is transforming our lives is accelerating, and in this era of change, some students may feel lost or even fearful,” adding, “Through this roundtable, I hope students will gain insights from experts and find direction for their future lives.”

Starting with the opening of AI CUBE and this roundtable, Jungseok Library plans to continue providing platforms for interdisciplinary exchange and to expand its role as a hub for convergence knowledge.

▲Officials are cutting the ribbon at the AI CUBE opening ceremony.

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