KnowledgeDiscovery
Senior research scientist at the Data Science & System Security Department of NEC Lab America
NEC Laboratories AmericaPrinceton, NJ
Pinned Repositories
CausalRanking
Code for "Ranking Causal Anomalies via Temporal and Dynamical Analysis on Vanishing Correlations" @ SIGKDD2016
DynamicGaussianMixture
Code for "Dynamic Gaussian Mixture based Deep Generative Model For Robust Forecasting on Sparse Multivariate Time Series" @AAAI2021
FaceSec
Code for "FACESEC: A Fine-grained Robustness Evaluation Framework for Face Recognition Systems" @ CVPR 2021
MacroBehavioralTargeting
Code for "Graphical Modeling of Macro Behavioral Targeting in Social Networks" @ SDM2013
MuSES
Code for "Multilingual Sentiment Elicitation System for Social Media Data" @ IEEE Intelligent Systems
OC4Seq
Code for "Multi-Scale One-Class Recurrent Neural Networks for Discrete Event Sequence Anomaly Detection" @ SIGKDD2021
rca_baselines
Code for "LEMMA-RCA: A Large Multi-modal Multi-domain Dataset for Root Cause Analysis" paper
SCGM
Code and data for "Superclass-class conditional Gaussian mixture model for learning fine-grained embeddings" @ ICLR2022
StrGNN
Code for structural temporal graph neural networks for anomaly detection in dynamic graphs
TrackDisease
Data and code for "Detecting and Tracking Disease Outbreaks in Real-time through Social Media" @ IJCAI2013
KnowledgeDiscovery's Repositories
KnowledgeDiscovery/StrGNN
Code for structural temporal graph neural networks for anomaly detection in dynamic graphs
KnowledgeDiscovery/rca_baselines
Code for "LEMMA-RCA: A Large Multi-modal Multi-domain Dataset for Root Cause Analysis" paper
KnowledgeDiscovery/CausalRanking
Code for "Ranking Causal Anomalies via Temporal and Dynamical Analysis on Vanishing Correlations" @ SIGKDD2016
KnowledgeDiscovery/OC4Seq
Code for "Multi-Scale One-Class Recurrent Neural Networks for Discrete Event Sequence Anomaly Detection" @ SIGKDD2021
KnowledgeDiscovery/DynamicGaussianMixture
Code for "Dynamic Gaussian Mixture based Deep Generative Model For Robust Forecasting on Sparse Multivariate Time Series" @AAAI2021
KnowledgeDiscovery/SCGM
Code and data for "Superclass-class conditional Gaussian mixture model for learning fine-grained embeddings" @ ICLR2022
KnowledgeDiscovery/TrackDisease
Data and code for "Detecting and Tracking Disease Outbreaks in Real-time through Social Media" @ IJCAI2013
KnowledgeDiscovery/FaceSec
Code for "FACESEC: A Fine-grained Robustness Evaluation Framework for Face Recognition Systems" @ CVPR 2021
KnowledgeDiscovery/MacroBehavioralTargeting
Code for "Graphical Modeling of Macro Behavioral Targeting in Social Networks" @ SDM2013
KnowledgeDiscovery/MuSES
Code for "Multilingual Sentiment Elicitation System for Social Media Data" @ IEEE Intelligent Systems