Vijil Chenthamarakshan  Vijil Chenthamarakshan photo         

contact information

IBM AI Research
Thomas J. Watson Research Center, Yorktown Heights, NY USA
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Professional Associations

Professional Associations:  ACM  |  IEEE


2020

Target-Specific and Selective Drug Design for COVID-19 Using Deep Generative Models
Vijil Chenthamarakshan, Payel Das, Inkit Padhi, Hendrik Strobelt, Kar Wai Lim, Ben Hoover, Samuel C. Hoffman, Aleksandra Mojsilovic
2020

Learning Implicit Text Generation via Feature Matching
Inkit Padhi, Pierre Dognin, Ke Bai, Cicero Nogueira dos Santos, Vijil Chenthamarakshan, Youssef Mroueh, Payel Das
2020

Accelerating Antimicrobial Discovery with Controllable Deep Generative Models and Molecular Dynamics
Payel Das, Tom Sercu, Kahini Wadhawan, Inkit Padhi, Sebastian Gehrmann, Flaviu Cipcigan, Vijil Chenthamarakshan, Hendrik Strobelt, Cicero dos Santos, Pin-Yu Chen, Yi Yan Yang, Jeremy Tan, James Hedrick, Jason Crain, Aleksandra Mojsilovic
2020


2019

A Sequential Set Generation Method for Predicting Set-Valued Outputs
Tian Gao, Jie Chen, Vijil Chenthamarakshan, Michael Witbrock
The Thirty-Third AAAI Conference on Artificial Intelligence, AAAI 2019, The Thirty-First Innovative Applications of Artificial Intelligence Conference, IAAI 2019, The Ninth AAAI Symposium on Educational Advance, pp. 2835--2842, AAAI Press

Fairness GAN: Generating datasets with fairness properties using a generative adversarial network
Prasanna Sattigeri, Samuel C Hoffman, Vijil Chenthamarakshan, Kush R Varshney
IBM Journal of Research and Development 63(4/5), 3--1, IBM, 2019

Interactive Visual Exploration of Latent Space (IVELS) for peptide auto-encoder model selection
Tom Sercu, Sebastian Gehrmann, Hendrik Strobelt, Payel Das, Inkit Padhi, Cicero Dos Santos, Kahini Wadhawan, Vijil Chenthamarakshan
2019


2018

PepCVAE: Semi-Supervised Targeted Design of Antimicrobial Peptide Sequences
Payel Das, Kahini Wadhawan, Oscar Chang, Tom Sercu, C\'{\i}cero Nogueira dos Santos, Matthew Riemer, Inkit Padhi, Vijil Chenthamarakshan, Aleksandra Mojsilovic
CoRRabs/1810.07743, 2018

Fairness GAN
Prasanna Sattigeri, Samuel C. Hoffman, Vijil Chenthamarakshan, Kush R. Varshney
CoRRabs/1805.09910, 2018

A Sequential Set Generation Method for Predicting Set-Valued Outputs
Tian Gao, Vijil Chenthamarakshan, Jie Chen, Michael Witbrock
Thirty-Third AAAI Conference on Artificial Intelligence (AAAI-19) (Accepted), 2018

Query Focused Variable Centroid Vectors for Passage Re-ranking in Semantic Search
Md. Faisal Mahbub Chowdhury, Vijil Chenthamarakshan, Rishav Chakravarti, Alfio Massimiliano Gliozzo
CoRRabs/1804.08057, 2018


2017

A Cognitive Assistant for Risk Identification and Modeling
Vijil Chenthamarakshan, Dharmashankar Subramanian, Debarun Bhattachrajya, Ruben Torrado, Jeff Kephart, and Jesus Rios
IEEE Conference on Big Data, 2017


2014

Predicting employee expertise for talent management in the enterprise
Kush R Varshney, Vijil Chenthamarakshan, Scott W Fancher, Jun Wang, Dongping Fang, Aleksandra Mojsilovi
Proceedings of the 20th ACM SIGKDD international conference on Knowledge discovery and data mining, pp. 1729-1738, ACM, 2014


2013

Amplifying the voice of youth in Africa via text analytics
Prem Melville, Vijil Chenthamarakshan, Richard D Lawrence, James Powell, Moses Mugisha, Sharad Sapra, Rajesh Anandan, Solomon Assefa
Proceedings of the 19th ACM SIGKDD international conference on Knowledge discovery and data mining, pp. 1204--1212, 2013
Best Industry/Govt track paper award


2011

Transfer latent semantic learning: Microblog mining with less supervision
Dan Zhang, Yan Liu, Richard D Lawrence, Vijil Chenthamarakshan
Twenty-Fifth AAAI Conference on Artificial Intelligence, 2011


2010

Urdu and Hindi: Translation and sharing of linguistic resources
Karthik Visweswariah, Vijil Chenthamarakshan, Nandakishore Kambhatla
Proceedings of the 23rd International Conference on Computational Linguistics:, pp. 1283-1291, 2010

Effective decision support systems for workforce deployment
Vijil Chenthamarakshan, Kashyap Dixit, M Gattani, Munish Goyal, Pranav Gupta, Nanda Kambhatla, RM Lotlikar, Debapriyo Majumdar, Gyana R Parija, Sambuddha Roy, Soujanya Soni, Karthik Visweswariah
IBM Journal of Research and Development 54(6), 5: 1-5: 15, 2010

Alpos: A machine learning approach for analyzing microblogging data
Dan Zhang, Yan Liu, Richard D Lawrence, Vijil Chenthamarakshan
2010 IEEE International Conference on Data Mining Workshops (ICDMW), pp. 1265-1272

PROSPECT: a system for screening candidates for recruitment
Amit Singh, Catherine Rose, Karthik Visweswariah, Vijil Chenthamarakshan, Nandakishore Kambhatla
Proceedings of the 19th ACM international conference on Information and knowledge management, pp. 659-668, ACM, 2010

Syntax based reordering with automatically derived rules for improved statistical machine translation
Karthik Visweswariah, Jiri Navratil, Jeffrey Sorensen, Vijil Chenthamarakshan, Nanda Kambhatla
Proceedings of the 23rd international conference on computational linguistics, pp. 1119-1127, 2010


2009

Measuring Compliance and Deviations in a Template-Based Service Contract Development Process
Rema Ananthanarayanan, Vijil Chenthamarakshan, Heng Chu, Prasad M Deshpande, Raghu Krishnapuram, Shajeer K Mohammed
IEEE International Conference on Services Computing, 2009. SCC'09. , pp. 89-96

Dependency Analysis Framework for Software Service Delivery
Rema Ananthanarayanan, Vijil Chenthamarakshan, Heng Chu, Prasad M Deshpande, Raghu Krishnapuram, Shajeer K Mohammed
IEEE International Conference on Services Computing 2009, pp. 89-96

Leveraging social networks for corporate staffing and expert recommendation
Vijil Chenthamarakshan, K Dey, Jianying Hu, Aleksandra Mojsilovic, W Riddle, Vikas Sindhwani
IBM Journal of Research and Development 53(6), 11: 1-11: 10, 2009


2008

Rule based synonyms for entity extraction from noisy text
Rema Ananthanarayanan, Vijil Chenthamarakshan, Prasad M Deshpande, Raghuram Krishnapuram
Proceedings of the second workshop on Analytics for noisy unstructured text data, pp. 31-38, 2008