Noseong Park

Proceedings of the 60th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2022

Graph Neural Controlled Differential Equations for Traffic Forecasting.

[BibT_eX]

[DOI]

Proceedings of the Thirty-Sixth AAAI Conference on Artificial Intelligence, 2022

2021

Attentive Neural Controlled Differential Equations for Time-series Classification and Forecasting.

[BibT_eX]

[DOI]

CoRR, 2021

LightMove: A Lightweight Next-POI Recommendation for Taxicab Rooftop Advertising.

[BibT_eX]

[DOI]

CoRR, 2021

OCT-GAN: Neural ODE-based Conditional Tabular GANs.

[BibT_eX]

[DOI]

Proceedings of the WWW '21: The Web Conference 2021, 2021

Scalable Graph Synthesis with Adj and 1 - Adj.

[BibT_eX]

[DOI]

Proceedings of the 2021 SIAM International Conference on Data Mining, 2021

Large-Scale Flight Frequency Optimization with Global Convergence in the US Domestic Air Passenger Markets.

[BibT_eX]

[DOI]

Proceedings of the 2021 SIAM International Conference on Data Mining, 2021

Attention-based stress detection exploiting non-contact monitoring of movement patterns with IR-UWB radar.

[BibT_eX]

[DOI]

Proceedings of the SAC '21: The 36th ACM/SIGAPP Symposium on Applied Computing, 2021

Invertible Tabular GANs: Killing Two Birds with One Stone for Tabular Data Synthesis.

[BibT_eX]

[DOI]

Proceedings of the Advances in Neural Information Processing Systems 34: Annual Conference on Neural Information Processing Systems 2021, 2021

Qimera: Data-free Quantization with Synthetic Boundary Supporting Samples.

[BibT_eX]

[DOI]

Proceedings of the Advances in Neural Information Processing Systems 34: Annual Conference on Neural Information Processing Systems 2021, 2021

Large-Scale Data-Driven Airline Market Influence Maximization.

[BibT_eX]

[DOI]

Proceedings of the KDD '21: The 27th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, 2021

ACE-NODE: Attentive Co-Evolving Neural Ordinary Differential Equations.

[BibT_eX]

[DOI]

Proceedings of the KDD '21: The 27th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, 2021

A Novel Method to Solve Neural Knapsack Problems.

[BibT_eX]

[DOI]

Proceedings of the 38th International Conference on Machine Learning, 2021

Attentive Neural Controlled Differential Equations for Time-series Classification and Forecasting.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Data Mining, 2021

Climate Modeling with Neural Diffusion Equations.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Data Mining, 2021

LightMove: A Lightweight Next-POI Recommendation forTaxicab Rooftop Advertising.

[BibT_eX]

[DOI]

Proceedings of the CIKM '21: The 30th ACM International Conference on Information and Knowledge Management, Virtual Event, Queensland, Australia, November 1, 2021

LT-OCF: Learnable-Time ODE-based Collaborative Filtering.

[BibT_eX]

[DOI]

Jeongwhan Choi

Jinsung Jeon

Proceedings of the CIKM '21: The 30th ACM International Conference on Information and Knowledge Management, Virtual Event, Queensland, Australia, November 1, 2021

A Sweet Rabbit Hole by DARCY: Using Honeypots to Detect Universal Trigger's Adversarial Attacks.

[BibT_eX]

[DOI]

Proceedings of the 59th Annual Meeting of the Association for Computational Linguistics and the 11th International Joint Conference on Natural Language Processing, 2021

DPM: A Novel Training Method for Physics-Informed Neural Networks in Extrapolation.

[BibT_eX]

[DOI]

Proceedings of the Thirty-Fifth AAAI Conference on Artificial Intelligence, 2021

2020

Ensemble Detection and Analysis of Communities in Complex Networks.

[BibT_eX]

[DOI]

Trans. Data Sci., 2020

Incremental community discovery via latent network representation and probabilistic inference.

[BibT_eX]

[DOI]

Zhe Cui

Knowl. Inf. Syst., 2020

Top-k user-specified preferred answers in massive graph databases.

[BibT_eX]

[DOI]

Data Knowl. Eng., 2020

Detecting Universal Trigger's Adversarial Attack with Honeypot.

[BibT_eX]

[DOI]

CoRR, 2020

SIENA: Stochastic Multi-Expert Neural Patcher.

[BibT_eX]

[DOI]

CoRR, 2020

Human Mobility during COVID-19 in the Context of Mild Social Distancing: Implications for Technological Interventions.

[BibT_eX]

[DOI]

CoRR, 2020

MONSTOR: An Inductive Approach for Estimating and Maximizing Influence over Unseen Social Networks.

[BibT_eX]

[DOI]

CoRR, 2020

MONSTOR: An Inductive Approach for Estimating and Maximizing Influence over Unseen Networks.

[BibT_eX]

[DOI]

Proceedings of the IEEE/ACM International Conference on Advances in Social Networks Analysis and Mining, 2020

Phishing URL Detection with Lexical Features and Blacklisted Domains.

[BibT_eX]

[DOI]

Proceedings of the Adaptive Autonomous Secure Cyber Systems., 2020

2019

Ensemble-based overlapping community detection using disjoint community structures.

[BibT_eX]

[DOI]

Saptarshi Ghosh

Knowl. Based Syst., 2019

Solving Large-Scale 0-1 Knapsack Problems and its Application to Point Cloud Resampling.

[BibT_eX]

[DOI]

Giridhar Ramachandran

CoRR, 2019

Using Twitter to Predict When Vulnerabilities will be Exploited.

[BibT_eX]

[DOI]

Proceedings of the 25th ACM SIGKDD International Conference on Knowledge Discovery & Data Mining, 2019

VEST: A System for Vulnerability Exploit Scoring & Timing.

[BibT_eX]

[DOI]

Proceedings of the Twenty-Eighth International Joint Conference on Artificial Intelligence, 2019

FakeTables: Using GANs to Generate Functional Dependency Preserving Tables with Bounded Real Data.

[BibT_eX]

[DOI]

Proceedings of the Twenty-Eighth International Joint Conference on Artificial Intelligence, 2019

VASE: A Twitter-Based Vulnerability Analysis and Score Engine.

[BibT_eX]

[DOI]

Proceedings of the 2019 IEEE International Conference on Data Mining, 2019

Two Problems in Knowledge Graph Embedding: Non-Exclusive Relation Categories and Zero Gradients.

[BibT_eX]

[DOI]

Proceedings of the 2019 IEEE International Conference on Big Data (IEEE BigData), 2019

Predicting Influence Probabilities using Graph Convolutional Networks.

[BibT_eX]

[DOI]

Proceedings of the 2019 IEEE International Conference on Big Data (IEEE BigData), 2019

Student Network Analysis: A Novel Way to Predict Delayed Graduation in Higher Education.

[BibT_eX]

[DOI]

Mohammad Javad Mahzoon

Xi Niu

Mary Lou Maher

Proceedings of the Artificial Intelligence in Education - 20th International Conference, 2019

2018

Top-k User-Defined Vertex Scoring Queries in Edge-Labeled Graph Databases.

[BibT_eX]

[DOI]

ACM Trans. Web, 2018

SHARE: A Stackelberg Honey-Based Adversarial Reasoning Engine.

[BibT_eX]

[DOI]

ACM Trans. Internet Techn., 2018

Data Synthesis based on Generative Adversarial Networks.

[BibT_eX]

[DOI]

Proc. VLDB Endow., 2018

Hybrid adversarial defense: Merging honeypots and traditional security methods.

[BibT_eX]

[DOI]

J. Comput. Secur., 2018

GI-OHMS: Graphical Inference to Detect Overlapping Communities.

[BibT_eX]

[DOI]

CoRR, 2018

Metadata vs. Ground-truth: A Myth behind the Evolution of Community Detection Methods.

[BibT_eX]

[DOI]

Zhe Cui

Proceedings of the Companion of the The Web Conference 2018 on The Web Conference 2018, 2018

MEGAN: Mixture of Experts of Generative Adversarial Networks for Multimodal Image Generation.

[BibT_eX]

[DOI]

Proceedings of the Twenty-Seventh International Joint Conference on Artificial Intelligence, 2018

On Integrating Knowledge Graph Embedding into SPARQL Query Processing.

[BibT_eX]

[DOI]

Proceedings of the 2018 IEEE International Conference on Web Services, 2018

MMGAN: Manifold-Matching Generative Adversarial Networks.

[BibT_eX]

[DOI]

Joel Ruben Antony Moniz

Proceedings of the 24th International Conference on Pattern Recognition, 2018

Phishing URL Detection with Oversampling based on Text Generative Adversarial Networks.

[BibT_eX]

[DOI]

Kshitij Gorde

Joel Ruben Antony Moniz

Bei-Tseng Chu

Proceedings of the IEEE International Conference on Big Data (IEEE BigData 2018), 2018

PAGE: Answering Graph Pattern Queries via Knowledge Graph Embedding.

[BibT_eX]

[DOI]

Proceedings of the Big Data - BigData 2018, 2018

A Computational Approach to Finding Contradictions in User Opinionated Text.

[BibT_eX]

[DOI]

Proceedings of the IEEE/ACM 2018 International Conference on Advances in Social Networks Analysis and Mining, 2018

2017

Data-Driven Frequency-Based Airline Profit Maximization.

[BibT_eX]

[DOI]

ACM Trans. Intell. Syst. Technol., 2017

A Probabilistic Logic of Cyber Deception.

[BibT_eX]

[DOI]

IEEE Trans. Inf. Forensics Secur., 2017

Ensemble-Based Discovery of Disjoint, Overlapping and Fuzzy Community Structures in Networks.

[BibT_eX]

[DOI]

CoRR, 2017

MMGAN: Manifold Matching Generative Adversarial Network for Generating Images.

[BibT_eX]

[DOI]

Joel Ruben Antony Moniz

CoRR, 2017

SENA: Preserving Social Structure for Network Embedding.

[BibT_eX]

[DOI]

Proceedings of the 28th ACM Conference on Hypertext and Social Media, 2017

We Used Neural Networks to Detect Clickbaits: You Won't Believe What Happened Next!

[BibT_eX]

[DOI]

Proceedings of the Advances in Information Retrieval, 2017

2016

Top-K Query Processing in Edge-Labeled Graph Data.

[BibT_eX]

[DOI]

PhD thesis, 2016

Using temporal probabilistic logic for optimal monitoring of security events with limited resources.

[BibT_eX]

[DOI]

J. Comput. Secur., 2016

Ensemble Models for Data-driven Prediction of Malware Infections.

[BibT_eX]

[DOI]

Proceedings of the Ninth ACM International Conference on Web Search and Data Mining, 2016

MAP: Frequency-Based Maximization of Airline Profits based on an Ensemble Forecasting Approach.

[BibT_eX]

[DOI]

Proceedings of the 22nd ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2016

Ensemble-based algorithms to detect disjoint and overlapping communities in networks.

[BibT_eX]

[DOI]

V. S. Subrahmanian

Proceedings of the 2016 IEEE/ACM International Conference on Advances in Social Networks Analysis and Mining, 2016

2015

APE: A Data-Driven, Behavioral Model-Based Anti-Poaching Engine.

[BibT_eX]

[DOI]

IEEE Trans. Comput. Soc. Syst., 2015

Saving Rhinos with Predictive Analytics.

[BibT_eX]

[DOI]

Edoardo Serra

V. S. Subrahmanian

IEEE Intell. Syst., 2015

2013

SMAC: Subgraph Matching and Centrality in Huge Social Networks.

[BibT_eX]

[DOI]