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    • UNIST Novatus Graduate Students Turn Classroom Project into KRW 1 Billion National AI Grant 11 hours ago
    • New Study Unveils the Optimal Rhodium Catalyst Size for Hydroformylation 1 day ago
    • UNIST and DIRAMS Hold First Joint Symposium on Space Medicine 1 day ago
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    • UNIST Novatus Graduate Students Turn Classroom Project into KRW 1 Billion National AI Grant 11 hours ago
    • UNIST and DIRAMS Hold First Joint Symposium on Space Medicine 1 day ago
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    • UNIST Undergraduates Take Top Prize at the ‘5th UNIST-KAIST-POSTECH AI & Data Science Competition’ 1 week ago
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    • Four UNIST Professors Elected as New Member of National Academy of Engineering of Korea 2 weeks ago
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    • UNIST and PKNU Sign MOU to Promote Educational Donations and Develop Joint STEM Programs in Gyeongsang Region 5 months ago
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    • New Study Unveils the Optimal Rhodium Catalyst Size for Hydroformylation 1 day ago
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Home Contents Research

Decoding Black Box AI with Human-Readable Data Descriptions and Influence

The findings of this research was accepted for presentation at EMNLP 2025, one of the leading conferences in natural language processing.

Decoding Black Box AI with Human-Readable Data Descriptions and Influence

Abstract Deep learning models have been successful in many areas, but understanding their behavior remains a challenge. Most prior explainable AI (XAI) approaches have focused on interpreting how models make predictions. In contrast, we int... Read More

Jan 05, 2026 By JooHyeon Heo Research
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New Simulation Model Provides Accurate Assessment of Urban Spread and Residual Risks of CWAs

The findings of this research have been published in the Journal of Hazardous Materials on December 5, 2025.

New Simulation Model Provides Accurate Assessment of Urban Spread and Residual Risks of CWAs

Abstract Chemical warfare agents (CWAs) are highly toxic and environmentally persistent, posing human health risks. For example, Venomous Agent X (VX) exhibits low volatility and water solubility, allowing persistence as liquid-phase drople... Read More

Dec 31, 2025 By JooHyeon Heo Research
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New Framework Unifies Space and Time in Quantum Systems

Their findings have been published in Physical Review Letters on December 5, 2025.

New Framework Unifies Space and Time in Quantum Systems

Abstract The theory of quantum states over time extends the density operator formalism into the temporal domain, providing a unified treatment of timelike and spacelike separated systems in quantum theory. Although recent results have chara... Read More

Dec 30, 2025 By JooHyeon Heo Research
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Breakthrough Material Enhances Semiconductor Wiring Quality

The findings of this research have been published in the online version of Advanced Science on November 23, 2025.

Breakthrough Material Enhances Semiconductor Wiring Quality

Abstract Ruthenium (Ru) via atomic layer deposition (ALD) has emerged as a promising alternative to copper-interconnects. For the first time, a small yet simple molecular structure Ru precursor, [Ru(trimethylenemethane (TMM))(p-cymene)], wi... Read More

Dec 30, 2025 By JooHyeon Heo Research
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New Study Unveils AI Grading for Even the Most Untidy Handwritten Math Expressions

Their findings have been accepted for presentation at EMNLP 2025, a leading international conference on empirical natural language processing.

New Study Unveils AI Grading for Even the Most Untidy Handwritten Math Expressions

Abstract Automatically assessing handwritten mathematical solutions is an important problem in educational technology with practical applications, but remains a significant challenge due to the diverse formats, unstructured layouts, and sym... Read More

Dec 29, 2025 By JooHyeon Heo Research
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Ultra-Compact Optical Chip Achieves Separate Control of Light Wavelength and Brightness

The findings of this research have been published in Advanced Science on November 29, 2025.

Ultra-Compact Optical Chip Achieves Separate Control of Light Wavelength and Brightness

Abstract Automated and effective urban stormwater management (USM) is essential to address the increase in stormwater hazards due to climate change and urbanization. Although droplet-based electricity generators (DEGs) can help monitor dyna... Read More

Dec 26, 2025 By JooHyeon Heo Research
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New Study Unveils Innovative Carbon Fiber-Based Water Droplet Power Generator

The research was published in the online version of Advanced Functional Materials on November 20, 2025.

New Study Unveils Innovative Carbon Fiber-Based Water Droplet Power Generator

Abstract Automated and effective urban stormwater management (USM) is essential to address the increase in stormwater hazards due to climate change and urbanization. Although droplet-based electricity generators (DEGs) can help monitor dyna... Read More

Dec 24, 2025 By JooHyeon Heo Research
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New Study Unveils Deeply Implantable, Shape-Morphing, 3D MicroLEDs for Pancreatic Cancer Therapy

The study was published as the cover article in Advanced Materials on December 10, 2025.

New Study Unveils Deeply Implantable, Shape-Morphing, 3D MicroLEDs for Pancreatic Cancer Therapy

Abstract Controlled photooxidation-mediated disruption of collagens in the tumor microenvironment can reduce desmoplasia and enhance immune responsiveness. However, achieving effective light delivery to solid tumors, particularly those with... Read More

Dec 23, 2025 By JooHyeon Heo Research
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UNIST Achieves Reversible Spin Splitting Effect in Altermagnetic RuO2 Thin Films

Their findings have been published in Nano Letters on November 25, 2025.

UNIST Achieves Reversible Spin Splitting Effect in Altermagnetic RuO2 Thin Films

Abstract Spin-dependent anisotropic Fermi surfaces in altermagnets can give rise to nonrelativistic spin–charge conversion, known as the altermagnetic spin splitting effect (ASSE). While several studies have reported the inverse ASSE (IASSE... Read More

Dec 22, 2025 By JooHyeon Heo Research
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UNIST Unveils Ultra-Low Power, Fully Biodegradable Artificial Synapse with Record-Breaking Memory

Their findings have been published in Nature Communications on November 27, 2025.

UNIST Unveils Ultra-Low Power, Fully Biodegradable Artificial Synapse with Record-Breaking Memory

Abstract Biodegradable artificial synapses hold great promise for sustainable neuromorphic electronics, yet combining long-term memory, ultralow energy consumption, and mechanical robustness remains challenging. Here, we report a fully biod... Read More

Dec 19, 2025 By JooHyeon Heo Research
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