Publications

This section contains publications published by ISI over the past several decades.

2018

Learning Named Entity Tagger using Domain-Specific Dictionary

Jingbo Shang, Liyuan Liu, Xiang Ren, Xiaotao Gu, Teng Ren, Jiawei Han
EMNLP 2018,  2018

Multiscale Modeling of Human Exposure to Traffic Related Air Pollution: Focus on New Jersey Industrial/Transportation Corridor

Zhongyuan Mi, Xiang Ren, Ting Cai, Robert Laumbach, Panos Georgopoulos
ISEE Conference Abstracts 2018 (1),  2018

Effects of Climate Change on Co-Occurrences of Allergenic Pollen and Photochemical Air Pollutants in the United States

Ting Cai, Xiang Ren, Yong Zhang, Zhongyuan Mi, Panos Georgopoulos
ISEE Conference Abstracts 2018 (1),  2018

A monolithic dielectrophoresis chip with impedimetric sensing for assessment of pathogen viability

Kruthika Kikkeri, Maria Virginia Riquelme Breazeal, Xiang Ren, Amy Pruden, Masoud Agah
Journal of Microelectromechanical Systems 27 (5), 810-817,  2018

Hiexpan: Task-guided taxonomy construction by hierarchical tree expansion

Jiaming Shen, Zeqiu Wu, Dongming Lei, Chao Zhang, Xiang Ren, Michelle T Vanni, Brian M Sadler, Jiawei Han
Proceedings of the 24th ACM SIGKDD International Conference on Knowledge …,  2018

Generalized paxos made byzantine (and less complex)

Miguel Pires, Srivatsan Ravi, Rodrigo Rodrigues
Algorithms 11 (9), 141,  2018

Inherent limitations of hybrid transactional memory

Dan Alistarh, Justin Kopinsky, Petr Kuznetsov, Srivatsan Ravi, Nir Shavit
Distributed Computing 31, 167-185,  2018

Hybrid Link Prediction for Competitor Relationships

Jay Pujara
Proceedings of the Fourth International Workshop on Data Science for Macro …,  2018

Mining Knowledge Graphs From Text

Jay Pujara, Sameer Singh
Proceedings of the Eleventh ACM International Conference on Web Search and …,  2018

Scalable Probabilistic Causal Structure Discovery.

Dhanya Sridhar, Jay Pujara, Lise Getoor
IJCAI, 5112-5118,  2018

Aligning Product Categories using Anchor Products

Varun R Embar, Golnoosh Farnadi, Jay Pujara, Lise Getoor
First Workshop on Knowledge Base Construction, Reasoning and Mining,  2018

Deep multimodal image-repurposing detection

Ekraam Sabir, Wael AbdAlmageed, Yue Wu, Prem Natarajan
Proceedings of the 26th ACM international conference on Multimedia, 1337-1345,  2018

Policy design for active sequential hypothesis testing using deep learning

Dhruva Kartik, Ekraam Sabir, Urbashi Mitra, Prem Natarajan
2018 56th Annual Allerton Conference on Communication, Control, and …,  2018

A byte-sized approach to named entity recognition

Emily Sheng, Prem Natarajan
arXiv preprint arXiv:1809.08386,  2018

Learn to combine modalities in multimodal deep learning

Kuan Liu, Yanen Li, Ning Xu, Prem Natarajan
arXiv preprint arXiv:1805.11730,  2018

A sequential embedding approach for item recommendation with heterogeneous attributes

Kuan Liu, Xing Shi, Prem Natarajan
arXiv preprint arXiv:1805.11008,  2018

A batch learning framework for scalable personalized ranking

Kuan Liu, Prem Natarajan
Proceedings of the AAAI Conference on Artificial Intelligence 32 (1),  2018

How to efficiently increase resolution in neural OCR models

Stephen Rawls, Huaigu Cao, Joe Mathai, Prem Natarajan
2018 IEEE 2nd international workshop on Arabic and derived script analysis …,  2018

Image copy-move forgery detection via an end-to-end deep neural network

Yue Wu, Wael Abd-Almageed, Prem Natarajan
2018 IEEE Winter Conference on Applications of Computer Vision (WACV), 1907-1915,  2018