EIS Lab @ SeoulTech https://st-eislab.github.io/news/ Explainable Intelligent Systems Lab — explainable and human-centered AI for industrial and energy intelligence. https://st-eislab.github.io/assets/img/logo-horizontal.png EIS Lab @ SeoulTech https://st-eislab.github.io/news/ 65 144 quarto-1.10.18 Thu, 20 Aug 2026 00:00:00 GMT Hayat and Jostin completed their master’s degrees https://st-eislab.github.io/news/2026-08-20-graduation-fall.html EIS Lab congratulates Hayat and Jostin on completing their master’s degrees at Seoul National University of Science and Technology (SeoulTech) on August 20, 2026.

During their master’s studies, they conducted research as members of the Explainable Intelligent Systems Lab:

  • Hayat Hassanpour — DyG-LA: Dynamic Graph Representation Learning via Linear Attention and Recurrent Matrix States
  • Jostin Jerico Rosal — TRACE: Transparent Agentic Framework for Natural Language Explanations in Smart Manufacturing

We congratulate them on this achievement and wish them continued success in their future careers and research.

]]> graduation people https://st-eislab.github.io/news/2026-08-20-graduation-fall.html Thu, 20 Aug 2026 00:00:00 GMT EIS Lab at the 2026 Spring Joint Conference https://st-eislab.github.io/news/2026-06-04-kiee-conference.html EIS Lab members Hayat Hassanpour, Jostin Jerico Rosal, and Raksmey Pahn participated in the 2026 Spring Joint Conference held on June 4–5, 2026, at the Gyeongju Hwabaek International Convention Center (HICO) in Gyeongju, Korea.

The conference, jointly organized by the Korean Society of Management Science, the Korean Institute of Industrial Engineers, and the Korea Society for Simulation, was held under the theme “Decision Making and Optimization in the AI Era: Convergence, Expansion, and New Challenges.”

The following research was presented by EIS Lab members:

  • Dynamic Graph Representation Learning for Link Prediction and Node Classification in DeFi Networks — Hayat Hassanpour
  • Adaptive Physics-Gated Network for SOH Estimation from Partial Charging EIS Data of Lithium-Ion Batteries — Phann Raksmey
  • Transparent Agentic Framework for Natural Language Explanations in Smart Manufacturing — Jostin Jerico Rosal
]]> conference research https://st-eislab.github.io/news/2026-06-04-kiee-conference.html Thu, 04 Jun 2026 00:00:00 GMT Four new members join the lab https://st-eislab.github.io/news/2025-09-01-four-new-members.html We are happy to welcome four new members to the EIS Lab: Raksmey Pahn (PhD), and Makweya Tobias, Shikha Kumari, and Daria Kolotikhina (Master’s). Their work spans battery health analytics, solar power forecasting, and IoT process mining.

]]> new members https://st-eislab.github.io/news/2025-09-01-four-new-members.html Mon, 01 Sep 2025 00:00:00 GMT Welcome Jostin to the lab https://st-eislab.github.io/news/2025-03-01-welcome-jostin.html Jostin Jerico Rosal joins the EIS Lab as a master’s student, working on natural-language explanation generation for predictive models.

]]> new members https://st-eislab.github.io/news/2025-03-01-welcome-jostin.html Sat, 01 Mar 2025 00:00:00 GMT Welcome Hayat, our first master’s student https://st-eislab.github.io/news/2024-09-01-first-student.html Hayat Hassanpour joins the EIS Lab as its first master’s student.

]]> new members https://st-eislab.github.io/news/2024-09-01-first-student.html Sun, 01 Sep 2024 00:00:00 GMT EIS Laboratory opens at SeoulTech https://st-eislab.github.io/news/2023-08-02-lab-opening.html The Explainable Intelligent Systems (EIS) Laboratory officially opens at Seoul National University of Science and Technology, led by Prof. Josue Obregon.

]]> milestone https://st-eislab.github.io/news/2023-08-02-lab-opening.html Wed, 02 Aug 2023 00:00:00 GMT