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
Award
Daewon, Jaehyun, and Jongyoon won Encouragement Award at 2024 ETRI Self-Improving AI Competition
Oct 17, 2024
Oct 17, 2024
Award
Daewon, Jaehyun, and Jongyoon won Encouragement Award at 2024 ETRI Self-Improving AI Competition
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
Feb 20, 2023
Feb 20, 2023
Award
Jong-whi won Samsung HumanTech Paper Award (bronze, 3rd in CSE)
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