About DMLAB @ SSU

Welcome to Data Mining Laboratory in School of Software at Soongsil University!

Our research group is interested in data science with artificial intelligence and machine learning to develop effective and scalable algorithms for analyzing real-world data. We specifically study for understanding relationships between entities on graph data with interesting applications such as ranking, recommender system, and anomaly detection.

Welcome to Data Mining Laboratory in School of Software at Soongsil University!

Our research group is interested in data science with artificial intelligence and machine learning to develop effective and scalable algorithms for analyzing real-world data. We specifically study for understanding relationships between entities on graph data with interesting applications such as ranking, recommender system, and anomaly detection.

Announcement

Join Our Lab! Data Mining 분야에 관심이 있는 학부연구생/대학원생을 모집하고 있습니다. 관심이 있는 학생은 [link]를 클릭해주세요! 😄
Nov 28, 2023
Nov 28, 2023 Join Our Lab!
Data Mining 분야에 관심이 있는 학부연구생/대학원생을 모집하고 있습니다. 관심이 있는 학생은 [link]를 클릭해주세요! 😄

News

Paper Our work on learning signed graphs has been accepted for the publication of InfoSci
Mar 2, 2024
Mar 2, 2024 Paper
Our work on learning signed graphs has been accepted for the publication of InfoSci
Paper Our work on hypergraph RWR has been accepted for the Journal Track of ECML-PKDD
Nov 24, 2023
Nov 24, 2023 Paper
Our work on hypergraph RWR has been accepted for the Journal Track of ECML-PKDD
Award Our work is selected as one of the best-ranked papers of ICDM 2023
Nov 15, 2023
Nov 15, 2023 Award
Our work is selected as one of the best-ranked papers of ICDM 2023
Paper Our work on compact lossy tensor compression has been accepted at ICDM 2023
Sep 3, 2023
Sep 3, 2023 Paper
Our work on compact lossy tensor compression has been accepted at ICDM 2023
News Our lab has been moved to Soongsil University
Sep 1, 2023
Sep 1, 2023 News
Our lab has been moved to Soongsil University
Award Seunghan and Najeong had the runner-up position at 2023 소중대 AI경진대회 🎉
Aug 11, 2023
Aug 11, 2023 Award
Seunghan and Najeong had the runner-up position at 2023 소중대 AI경진대회 🎉
Travel Geonwoo and Jong-whi have participated in AAAI 2023 ✈️ 🇺🇸
Feb 8, 2023
Feb 8, 2023 Travel
Geonwoo and Jong-whi have participated in AAAI 2023 ✈️ 🇺🇸
Paper Our work on sparse tensor compression has been accepted at TheWebConf 2023 🎉
Jan 25, 2023
Jan 25, 2023 Paper
Our work on sparse tensor compression has been accepted at TheWebConf 2023 🎉
Award Jong-whi won the AAAI-23 Student Scholarship 🎉
Dec 23, 2022
Dec 23, 2022 Award
Jong-whi won the AAAI-23 Student Scholarship 🎉
Paper Our work on dynamic graph augmentation has been accepted at AAAI 2023 🎉
Nov 19, 2022
Nov 19, 2022 Paper
Our work on dynamic graph augmentation has been accepted at AAAI 2023 🎉
Paper Our work on node feature estimation has been accepted at KDD 2022 🎉
Jun 27, 2022
Jun 27, 2022 Paper
Our work on node feature estimation has been accepted at KDD 2022 🎉
Paper Our work on GNN on signed graphs has been published at PLoS ONE 🎉
Mar 15, 2022
Mar 15, 2022 Paper
Our work on GNN on signed graphs has been published at PLoS ONE 🎉
Web Open Our lab website is newly open! Check out our website and announcements!
Oct 23, 2021
Oct 23, 2021 Web Open
Our lab website is newly open! Check out our website and announcements!
Paper Our work on temporal knowledge graph completion was presented at KDD 2021 🎉
Aug 14, 2021
Aug 14, 2021 Paper
Our work on temporal knowledge graph completion was presented at KDD 2021 🎉
Research Grant A research proposal for grant has been selected by NRF of Korea.
Mar 1, 2021
Mar 1, 2021 Research Grant
A research proposal for grant has been selected by NRF of Korea.
Award Jinhong won the AAAI-21 Outstanding Program Committee Award.
Feb 23, 2021
Feb 23, 2021 Award
Jinhong won the AAAI-21 Outstanding Program Committee Award.

Contact Information

Phone +82–02–820–0909
Phone +82–02–820–0909
E-mail jinhong (at) ssu.ac.kr
E-mail jinhong (at) ssu.ac.kr
Adress Room 225, Information Science Building, 50, Sadang-ro, Dongjak-gu, Seoul
Adress Room 225, Information Science Building, 50, Sadang-ro, Dongjak-gu, Seoul