Latest research projects, publications, and talks
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)
OpenMonkeyChallenge: Dataset and Benchmark Challenges for Pose Tracking of Non-human Primates [preprint]
Posted
Yuan Yao (Ph.D. student), Abhiraj Mohan (M.S. student), Eliza Bliss-Moreau, Kristine Coleman, Sienna M Freeman, Christopher J Machado, Jessica Raper, Jan Zimmermann, Benjamin Y Hayden, Hyun Soo Park (assistant professor)
Analysis of combinatorial CRISPR screens with the Orthrus scoring pipeline [journal]
Posted
Henry N Ward (Ph.D. student), Michael Aregger, Thomas Gonatopoulos-Pournatzis, Maximilian Billmann (postdoctoral associate), Toshiro K Ohsumi, Kevin R Brown, Benjamin J Blencowe, Jason Moffat, Chad L Myers (professor)
Nature Protocols
Composition of Fault Forests [conference paper]
Posted
Danielle Stewart (Ph.D. 2020), Michael Whalen (adjunct assistant professor), Mats Heimdahl (professor), Jing Janet Liu, Darren Cofer (adjunct assistant professor)
40th International Conference on Computer Safety, Reliability and Security (SafeComp 2021)
Does BERT Learn as Humans Perceive? Understanding Linguistic Styles through Lexica [preprint]
Posted
Shirley Anugrah Hayati, Dongyeop Kang (assistant professor), Lyle Ungar
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)
Kernelized Multitask Learning Method for Personalized Signaling Adverse Drug Reactions [journal]
Posted
Fan Yang, Fuzhong Xue, Yanchun Zhang, George Karypis (professor)
IEEE Transactions on Knowledge and Data Engineering
IoT Networking: From Isolation to Collaboration [thesis]
Posted
Zhimeng Yin (Ph.D. 2020)
Position-based Hash Embeddings For Scaling Graph Neural Networks [preprint]
Posted
Maria Kalantzi (Ph.D. student), George Karypis (professor)