Latest research projects, publications, and talks
Knowledge-guided Self-supervised Learning for estimating River-Basin Characteristics [preprint]
Posted
Rahul Ghosh (Ph.D. student), Arvind Renganathan (Ph.D. student), Ankush Khandelwal (Ph.D. 2019), Xiaowei Jia (Ph.D. 2020), Xiang Li, John Neiber, Chris Duffy, Vipin Kumar (professor)
EX3: Explainable Attribute-aware Item-set Recommendations [conference paper]
Posted
Yikun Xian, Tong Zhao, Jin Li, Jim Chan, Andrey Kan, Jun Ma, Xin Luna Dong, Christos Faloutsos, George Karypis (professor), Shan Muthukrishnan, Yongfeng Zhang
15th ACM Conference on Recommender Systems (RecSys 2021)
FaiREO: User Group Fairness for Equality of Opportunity in Course Recommendation [preprint]
Posted
Agoritsa Polyzou (Ph.D. 2020), Maria Kalantzi (Ph.D. student), George Karypis (professor)
Prediction of NOxEmissions from Compression Ignition Engines Using Ensemble Learning-Based Models with Physical Interpretability [conference paper]
Posted
Harish Panneer Selvam, Shashi Shekhar (professor), William F. Northrop
SAE 15th International Conference on Engines and Vehicles (ICE 2021)
TraverseNet: Unifying Space and Time in Message Passing [preprint]
Posted
Zonghan Wu, Da Zheng, Shirui Pan, Quan Gan, Guodong Long, George Karypis (professor)
Spatial Dimensions of Algorithmic Transparency: A Summary [conference paper]
Posted
Jayant Gupta (Ph.D. student), Alexander Long (M.S. student), Corey Xu, Tian Tang, Shashi Shekhar (professor)
17th International Symposium on Spatial and Temporal Databases (SSTD)
What is special about spatial data science and Geo-AI? [conference keynote]
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Shashi Shekhar (professor)
2nd ACM SIGKDD Workshop on Deep Learning for Spatiotemporal Data, Applications, and Systems (DEEPSPATIAL 2021)
A Demonstration of QARTA: An ML-based System for Accurate Map Services [conference paper]
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Sofiane Abbar, Rade Stanojevic, Mashaal Musleh (Ph.D. student), Mohamed ElShrif, Mohamed Mokbel (professor)
47th International Conference on Very Large Data Bases (VLDB 2021)
QARTA: An ML-based System for Accurate Map Services [conference paper]
Posted
Mashaal Musleh (Ph.D. student), Sofane Abbar, Rade Stanojevic, Mohamed Mokbel (professor)
47th International Conference on Very Large Data Bases (VLDB 2021)
Weakly Supervised Classification Using Group-Level Labels [preprint]
Posted
Guruprasad Nayak (Ph.D. 2020), Rahul Ghosh (Ph.D. student), Xiaowei Jia (Ph.D. 2020), Vipin Kumar (professor)