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Home Artificial Intelligence Graduate School

Simulating Wolf Pack Attacks to Strengthen AI Collaboration and Resilience

Their findings have been accepted for presentation at 2025 ICML, held from July 13 to 19 in Vancouver, Canada.

Simulating Wolf Pack Attacks to Strengthen AI Collaboration and Resilience

Abstract Traditional robust methods in multi-agent reinforcement learning (MARL) often struggle against coordinated adversarial attacks in cooperative scenarios. To address this limitation, we propose the Wolfpack Adversarial Attack framewo... Read More

Aug 19, 2025 By JooHyeon Heo Research
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Revolutionary AI Tech Breathes Life into Virtual Companion Animals

The findings of this research were published in the International Journal of Computer Vision (IJCV) on June 2, 2025. I

Revolutionary AI Tech Breathes Life into Virtual Companion Animals

Abstract We tackle animatable 3D dog reconstruction from a single image, noting the overlooked potential of animals. Particularly, we focus on dogs, emphasizing their intrinsic characteristics that complicate 3D observation. First, the cons... Read More

Aug 19, 2025 By JooHyeon Heo Research
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New EPQ Technology Boosts Accuracy of AI Decision-Making in Data-Scarce Environments

Their findings have been published in NeurIPS 2024, one of the premier academic conferences in AI and machine learning, where the research was also recognized as a spotlight paper.

New EPQ Technology Boosts Accuracy of AI Decision-Making in Data-Scarce Environments

Abstract Constraint-based offline reinforcement learning (RL) involves policy constraints or imposing penalties on the value function to mitigate overestimation errors caused by distributional shift. This paper focuses on a limitation in ex... Read More

Jan 17, 2025 By JooHyeon Heo Research
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UNIST Industrial Engineering Department Claims Victory in International AI Case Study Competition!

Gyeongho Kim, a Ph.D. student from the laboratory of Professor Sunghoon Lim won 1st place at the 2024 INFORMS QSR Manufacturing AI Case Study Competition.

UNIST Industrial Engineering Department Claims Victory in International AI Case Study Competition!

The ability to predict the feasibility of manufacturing parts significantly enhances production efficiency and reduces costs in the manufacturing industry. Leveraging this technology, the laboratory of the Department of Industrial Engineeri... Read More

Oct 31, 2024 By JooHyeon Heo People
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Professor Seungryul Baek’s Team Takes First Place at ECCV 2024 HANDS Workshop Challenge!

Professor Seungryul Baek's team won the first place in the HANDS workshop challenge (ARCTIC), held in ECCV'24.

Professor Seungryul Baek’s Team Takes First Place at ECCV 2024 HANDS Workshop Challenge!

A research team, led by Professor Seungryul Baek at the Graduate School of Artificial Intelligence, UNIST, has achieved remarkable success in the HANDS workshop challenge, held in conjunction with the 2024 European Conference on Computer Vi... Read More

Oct 31, 2024 By JooHyeon Heo People
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Global News

  • New Smartphone App Offers Convenient Way to Diagnose Sleep Apnea
  • [Korea Bizwire] June, 4, 2024

  • New study finds clue to predict pancreatic cancer's progression and metastasis
  • [Korea Biomedical Rev.] June, 4, 2024

  • Study reveals promising technology for sepsis treatment using functional magnetic nanoclusters
  • [Phys.org] May,27, 2024

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