Julien Fauqueur

Computer Science · Physical Sciences

12h-index2.7kcitations30works1.02yr avg
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Research Topics

Image Retrieval and Classification Techniques(14), Advanced Image and Video Retrieval Techniques(13), Biomedical Text Mining and Ontologies(6), Remote-Sensing Image Classification(5), Topic Modeling(4)

Publications30 total

Towards Label-Free Biological Reasoning Synthetic Dataset Creation via Uncertainty Filtering
arXiv (Cornell University)·2025Open Access
STRuCT-LLM: Unifying Tabular and Graph Reasoning with Reinforcement Learning for Semantic Parsing
arXiv (Cornell University)·2025Open Access
Query, Don't Train: Privacy-Preserving Tabular Prediction from EHR Data via SQL Queries
arXiv (Cornell University)·2025Open Access
Sparks of Tabular Reasoning via Text2SQL Reinforcement Learning
2025Open Access
Elucidating the semantics-topology trade-off for knowledge inference-based pharmacological discovery
Journal of Biomedical Semantics·2024· 5 citedOpen Access
Associating biological context with protein-protein interactions through text mining at PubMed scale
Journal of Biomedical Informatics·2023· 5 citedOpen Access
Learning Informative Representations of Biomedical Relations with Latent\n Variable Models
arXiv (Cornell University)·2020Open Access
Learning Informative Representations of Biomedical Relations with Latent Variable Models
arXiv (Cornell University)·2020Open Access
Learning Informative Representations of Biomedical Relations with Latent Variable Models
2020· 1 citedOpen Access
Constructing large scale biomedical knowledge bases from scratch with rapid annotation of interpretable patterns
2019· 9 citedOpen Access
Semantic object classes in video: A high-definition ground truth database
Pattern Recognition Letters·2008· 1.4k cited
Mental Search in Image Databases: Implicit Versus Explicit Content Query
Cognitive technologies·2008· 3 cited
Segmentation and Recognition Using Structure from Motion Point Clouds
Lecture notes in computer science·2008· 1.0k cited
Assisted Video Object Labeling By Joint Tracking of Regions and Keypoints
2007· 27 cited
Multiscale Keypoint Detection using the Dual-Tree Complex Wavelet Transform
2006· 60 cited
Mental image search by boolean composition of region categories
Multimedia Tools and Applications·2006· 24 cited
Coarse-level object recognition using interlevel products of complex wavelets
2005· 26 cited
Multiscale object features from clustered complex wavelet coefficients
IEEE/SP 13th Workshop on Statistical Signal Processing, 2005·2005· 2 cited
Determining Multiscale Image Feature Angles from Complex Wavelet Phases
Lecture notes in computer science·2005· 34 cited
Semantic discriminant mapping for classification and browsing of remote sensing textures and objects
2005· 12 cited
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Frequent Co-authors

Nozha Boujemaa(11), Ryan Anderson(5), Josefa Lia Stoisser(4), Gabriel Brostow(3), Roberto Cipolla(3), N. Kingsbury(3), Harshil Shah(3), Lawrence Phillips(3), Marc Boubnovski Martell(3), Nick Kingsbury(2), Valérie Gouet(2), Daniel N. Sosa(2), Russ B. Altman(2), Nozha Boujemaa(2), Kaspar Märtens(2), Jamie Shotton(1), Ashok Thillaisundaram(1), Theodosia Togia(1), Rogier Hintzen(1), Betty Xiong(1)