Andrey Kan

33 papers A* 6A 4Misc 1Journal 17Unranked 4
YearRankTypeTitle / Venue / Authors
2026 J jnl
TerraFormer: Automated Infrastructure-as-Code with LLMs Fine-Tuned via Policy-Guided Verifier Feedback.
CoRR
Prithwish Jana, Sam Davidson, Bhavana Bhasker, Andrey Kan, Anoop Deoras, Laurent Callot
2025 J jnl
MUSS: Multilevel Subset Selection for Relevance and Diversity.
CoRR
Vu Nguyen, Andrey Kan
2024 J jnl
MELODY: Robust Semi-Supervised Hybrid Model for Entity-Level Online Anomaly Detection with Multivariate Time Series.
CoRR
Jingchao Ni, Gauthier Guinet, Peihong Jiang, Laurent Callot, Andrey Kan
2024 J jnl
REDO: Execution-Free Runtime Error Detection for COding Agents.
CoRR
Shou Li, Andrey Kan, Laurent Callot, Bhavana Bhasker, Muhammad Shihab Rashid, Timothy B. Esler
2024 — conf
Textual Dataset Distillation via Language Model Embedding.
EMNLP (Findings)
Yefan Tao, Luyang Kong, Andrey Kan, Laurent Callot
2023 A* conf
Unsupervised Model Selection for Time Series Anomaly Detection.
ICLR
Mononito Goswami, Cristian I. Challu, Laurent Callot, Lenon Minorics, Andrey Kan
2022 A conf
LineVD: Statement-level Vulnerability Detection using Graph Neural Networks.
MSR
David Hin, Andrey Kan, Huaming Chen, Muhammad Ali Babar
2022 J jnl
LineVD: Statement-level Vulnerability Detection using Graph Neural Networks.
CoRR
David Hin, Andrey Kan, Huaming Chen, Muhammad Ali Babar
2022 J jnl
Online Time Series Anomaly Detection with State Space Gaussian Processes.
CoRR
Christian Bock, François-Xavier Aubet, Jan Gasthaus, Andrey Kan, Ming Chen, Laurent Callot
2022 J jnl
Unsupervised Model Selection for Time-series Anomaly Detection.
CoRR
Mononito Goswami, Cristian Challu, Laurent Callot, Lenon Minorics, Andrey Kan
2021 J jnl
Cyton2: A Model of Immune Cell Population Dynamics That Includes Familial Instructional Inheritance.
Frontiers Bioinform.
Hochan Cheon, Andrey Kan, Giulio Prevedello, Simone C. Oostindie, Simon J. Dovedi, Edwin D. Hawkins, Julia M. Marchingo, Susanne Heinzel, Ken R. Duffy, Philip D. Hodgkin
2021 — conf
DiffXtract: Joint Discriminative Product Attribute-Value Extraction.
ICBK
Varun Embar, Andrey Kan, Bunyamin Sisman, Christos Faloutsos, Lise Getoor
2021 A conf
EX3: Explainable Attribute-aware Item-set Recommendations.
RecSys
Yikun Xian, Tong Zhao, Jin Li, Jim Chan, Andrey Kan, Jun Ma, Xin Luna Dong, Christos Faloutsos, George Karypis, S. Muthukrishnan, Yongfeng Zhang
2020 A* conf
AutoKnow: Self-Driving Knowledge Collection for Products of Thousands of Types.
KDD
Xin Luna Dong, Xiang He, Andrey Kan, Xian Li, Yan Liang, Jun Ma, Yifan Ethan Xu, Chenwei Zhang, Tong Zhao, Gabriel Blanco Saldana, Saurabh Deshpande, Alexandre Michetti Manduca, Jay Ren, Surender Pal Singh, Fan Xiao, Haw-Shiuan Chang, Giannis Karamanolakis, Yuning Mao, Yaqing Wang, Christos Faloutsos, Andrew McCallum, Jiawei Han
2020 J jnl
AutoKnow: Self-Driving Knowledge Collection for Products of Thousands of Types.
CoRR
Xin Luna Dong, Xiang He, Andrey Kan, Xian Li, Yan Liang, Jun Ma, Yifan Ethan Xu, Chenwei Zhang, Tong Zhao, Gabriel Blanco Saldana, Saurabh Deshpande, Alexandre Michetti Manduca, Jay Ren, Surender Pal Singh, Fan Xiao, Haw-Shiuan Chang, Giannis Karamanolakis, Yuning Mao, Yaqing Wang, Christos Faloutsos, Andrew McCallum, Jiawei Han
2020 A* conf
J-Recs: Principled and Scalable Recommendation Justification.
ICDM
Namyong Park, Andrey Kan, Christos Faloutsos, Xin Luna Dong
2020 J jnl
J-Recs: Principled and Scalable Recommendation Justification.
CoRR
Namyong Park, Andrey Kan, Christos Faloutsos, Xin Luna Dong
2020 A* conf
MultiImport: Inferring Node Importance in a Knowledge Graph from Multiple Input Signals.
KDD
Namyong Park, Andrey Kan, Xin Luna Dong, Tong Zhao, Christos Faloutsos
2020 J jnl
MultiImport: Inferring Node Importance in a Knowledge Graph from Multiple Input Signals.
CoRR
Namyong Park, Andrey Kan, Xin Luna Dong, Tong Zhao, Christos Faloutsos
2020 A* conf
Octet: Online Catalog Taxonomy Enrichment with Self-Supervision.
KDD
Yuning Mao, Tong Zhao, Andrey Kan, Chenwei Zhang, Xin Luna Dong, Christos Faloutsos, Jiawei Han
2020 J jnl
Octet: Online Catalog Taxonomy Enrichment with Self-Supervision.
CoRR
Yuning Mao, Tong Zhao, Andrey Kan, Chenwei Zhang, Xin Luna Dong, Christos Faloutsos, Jiawei Han
2019 A* conf
Estimating Node Importance in Knowledge Graphs Using Graph Neural Networks.
KDD
Namyong Park, Andrey Kan, Xin Luna Dong, Tong Zhao, Christos Faloutsos
2019 J jnl
Estimating Node Importance in Knowledge Graphs Using Graph Neural Networks.
CoRR
Namyong Park, Andrey Kan, Xin Luna Dong, Tong Zhao, Christos Faloutsos
2016 — conf
Node Re-Ordering as a Means of Anomaly Detection in Time-Evolving Graphs.
ECML/PKDD (2)
Lida Rashidi, Andrey Kan, James Bailey, Jeffrey Chan, Christopher Leckie, Wei Liu, Sutharshan Rajasegarar, Kotagiri Ramamohanarao
2015 J jnl
Ranking cell tracking systems without manual validation.
Pattern Recognit. Lett.
Andrey Kan, John Markham, Rajib Chakravorty, James Bailey, Christopher Leckie
2014 — conf
Evaluating Spectral Unmixing Quality in the Absence of Reference Objects for Time Lapse Fluorescence Microscopy.
ICDM Workshops
Liyan Liu, Andrey Kan, Jie H. S. Zhou, John F. Markham, Philip D. Hodgkin, Christopher Leckie
2013 J jnl
A time decoupling approach for studying forum dynamics.
World Wide Web
Andrey Kan, Jeffrey Chan, Conor Hayes, Bernie Hogan, James Bailey, Christopher Leckie
2013 A conf
Discovering latent blockmodels in sparse and noisy graphs using non-negative matrix factorisation.
CIKM
Jeffrey Chan, Wei Liu, Andrey Kan, Christopher Leckie, James Bailey, Kotagiri Ramamohanarao
2013 J jnl
Measures for ranking cell trackers without manual validation.
Pattern Recognit.
Andrey Kan, Christopher Leckie, James Bailey, John Markham, Rajib Chakravorty
2012 J jnl
A Time Decoupling Approach for Studying Forum Dynamics
CoRR
Andrey Kan, Jeffrey Chan, Conor Hayes, Bernie Hogan, James Bailey, Christopher Leckie
2012 — —
Automated analysis of time lapse microscopy images.
Andrey Kan
2012 A conf
On compressing weighted time-evolving graphs.
CIKM
Wei Liu, Andrey Kan, Jeffrey Chan, James Bailey, Christopher Leckie, Jian Pei, Kotagiri Ramamohanarao
2009 Misc conf
A Query Based Approach for Mining Evolving Graphs.
AusDM
Andrey Kan, Jeffrey Chan, James Bailey, Christopher Leckie