Nikhil Mehta

According to our database, Nikhil Mehta authored at least 57 papers between 2003 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

Meta-Learned Attribute Self-Interaction Network for Continual and Generalized Zero-Shot Learning.

Vinay Verma, Nikhil Mehta, Kevin J. Liang, Aakansha Mishra, Lawrence Carin

Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision, 2024

HyperMix: Out-of-Distribution Detection and Classification in Few-Shot Settings.

Nikhil Mehta, Kevin J. Liang, Jing Huang, Fu-Jen Chu, Li Yin, Tal Hassner

Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision, 2024

Improving Grounded Language Understanding in a Collaborative Environment by Interacting with Agents Through Help Feedback.

Nikhil Mehta, Milagro Teruel, Xin Deng, Sergio Figueroa Sanz, Ahmed Awadallah, Julia Kiseleva

Proceedings of the Findings of the Association for Computational Linguistics: EACL 2024, 2024

2023

Complementary and Substitutive Roles of Information Technology in the Relationship between Project Characteristics and Knowledge Integration in Software Teams.

Nikhil Mehta, Eric Jack, Randy Bradley, Sumedha Chauhan

Inf. Syst. Manag., 2023

Cyberbullying in the workplace: a novel framework of routine activities and organizational control.

Abdullah Oguz, Nikhil Mehta, Prashant Palvia

Internet Res., 2023

Meta-Learned Attribute Self-Interaction Network for Continual and Generalized Zero-Shot Learning.

Vinay Kumar Verma, Nikhil Mehta, Kevin J. Liang, Aakansha Mishra, Lawrence Carin

CoRR, 2023

An Interactive Framework for Profiling News Media Sources.

Nikhil Mehta, Dan Goldwasser

CoRR, 2023

Density Weighting for Multi-Interest Personalized Recommendation.

Nikhil Mehta, Anima Singh, Xinyang Yi, Sagar Jain, Lichan Hong, Ed H. Chi

CoRR, 2023

Better Generalization with Semantic IDs: A case study in Ranking for Recommendations.

Anima Singh, Trung Vu, Raghunandan H. Keshavan, Nikhil Mehta, Xinyang Yi, Lichan Hong, Lukasz Heldt, Li Wei, Ed H. Chi, Maheswaran Sathiamoorthy

CoRR, 2023

Do LLMs Understand User Preferences? Evaluating LLMs On User Rating Prediction.

Wang-Cheng Kang, Jianmo Ni, Nikhil Mehta, Maheswaran Sathiamoorthy, Lichan Hong, Ed H. Chi, Derek Zhiyuan Cheng

CoRR, 2023

Improving Grounded Language Understanding in a Collaborative Environment by Interacting with Agents Through Help Feedback.

Nikhil Mehta, Milagro Teruel, Patricio Figueroa Sanz, Xin Deng, Ahmed Hassan Awadallah, Julia Kiseleva

CoRR, 2023

Pushing the Efficiency Limit Using Structured Sparse Convolutions.

Vinay Kumar Verma, Nikhil Mehta, Shijing Si, Ricardo Henao, Lawrence Carin

Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision, 2023

Recommender Systems with Generative Retrieval.

Shashank Rajput, Nikhil Mehta, Anima Singh, Raghunandan Hulikal Keshavan, Trung Vu, Lukasz Heldt, Lichan Hong, Yi Tay, Vinh Q. Tran, Jonah Samost, Maciej Kula, Ed H. Chi, Mahesh Sathiamoorthy

Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023

Interactively Learning Social Media Representations Improves News Source Factuality Detection.

Nikhil Mehta, Dan Goldwasser

Proceedings of the Findings of the Association for Computational Linguistics: IJCNLP-AACL 2023, 2023

2022

Towards Efficient Continual Learning in Deep Neural Networks.

Nikhil Mehta

PhD thesis, 2022

A Two-Step Machine Learning Approach for Crop Disease Detection Using GAN and UAV Technology.

Aaditya Prasad, Nikhil Mehta, Matthew Horak, Wan D. Bae

Remote. Sens., 2022

Maximizing integrative learning in software development teams: A systematic review of key drivers and future research agenda.

Anju Mehta, Nikhil Mehta, Ishaan Bindal

J. Syst. Softw., 2022

An empirical investigation of determinants for adoption of C2C auction marketplaces.

Sumedha Chauhan, Sandeep Goyal, Parul Gupta, Mahadeo Jaiswal, Nikhil Mehta

Int. J. Bus. Inf. Syst., 2022

Extending the story of IS success: a meta-analytic investigation of contingency factors at individual and organisational levels.

Nikhil Mehta, Sumedha Chauhan, Inderjeet Kaur

Eur. J. Inf. Syst., 2022

Pseudo-OOD training for robust language models.

Dhanasekar Sundararaman, Nikhil Mehta, Lawrence Carin

CoRR, 2022

WAFFLe: Weight Anonymized Factorization for Federated Learning.

Weituo Hao, Nikhil Mehta, Kevin J. Liang, Pengyu Cheng, Mostafa El-Khamy, Lawrence Carin

IEEE Access, 2022

Tackling Fake News Detection by Continually Improving Social Context Representations using Graph Neural Networks.

Nikhil Mehta, Maria Leonor Pacheco, Dan Goldwasser

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

2021

Geospatial and Machine Learning Regression Techniques for Analyzing Food Access Impact on Health Issues in Sustainable Communities.

Abrar Almalki, Balakrishna Gokaraju, Nikhil Mehta, Daniel Adrian Doss

ISPRS Int. J. Geo Inf., 2021

A two-step machine learning approach for crop disease detection: an application of GAN and UAV technology.

Aaditya Prasad, Nikhil Mehta, Matthew Horak, Wan D. Bae

CoRR, 2021

Meta-Learned Attribute Self-Gating for Continual Generalized Zero-Shot Learning.

Vinay Kumar Verma, Kevin J. Liang, Nikhil Mehta, Lawrence Carin

CoRR, 2021

Pursuing Digital Learning Platform Success: A Meta-Analytic Investigation of User and Cultural Contingencies.

Nikhil Mehta, Sumedha Chauhan, Parul Gupta, Mahadeo Jaiswal

Commun. Assoc. Inf. Syst., 2021

Efficient Feature Transformations for Discriminative and Generative Continual Learning.

Vinay Kumar Verma, Kevin J. Liang, Nikhil Mehta, Piyush Rai, Lawrence Carin

Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2021

Continual Learning using a Bayesian Nonparametric Dictionary of Weight Factors.

Nikhil Mehta, Kevin J. Liang, Vinay Kumar Verma, Lawrence Carin

Proceedings of the 24th International Conference on Artificial Intelligence and Statistics, 2021

Counterfactual Representation Learning with Balancing Weights.

Serge Assaad, Shuxi Zeng, Chenyang Tao, Shounak Datta, Nikhil Mehta, Ricardo Henao, Fan Li, Lawrence Carin

Proceedings of the 24th International Conference on Artificial Intelligence and Statistics, 2021

2020

Bayesian Nonparametric Weight Factorization for Continual Learning.

Nikhil Mehta, Kevin J. Liang, Lawrence Carin

CoRR, 2020

Irrigation Detection by Car: Computer Vision and Sensing for the Detection and Geolocation of Irrigated and Non-irrigated Farmland.

Weifan Jiang, Vivek Kumar, Nikhil Mehta, Jack Bott, Vijay Modi

Proceedings of the IEEE Global Humanitarian Technology Conference, 2020

Survival cluster analysis.

Paidamoyo Chapfuwa, Chunyuan Li, Nikhil Mehta, Lawrence Carin, Ricardo Henao

Proceedings of the ACM CHIL '20: ACM Conference on Health, 2020

Graph Representation Learning via Ladder Gamma Variational Autoencoders.

Arindam Sarkar, Nikhil Mehta, Piyush Rai

Proceedings of the Thirty-Fourth AAAI Conference on Artificial Intelligence, 2020

2019

Competition matters! Self-efficacy, effort, and performance in crowdsourcing teams.

Indika Dissanayake, Nikhil Mehta, Prashant Palvia, Vasyl Taras, Kwasi Amoako-Gyampah

Inf. Manag., 2019

Improving Natural Language Interaction with Robots Using Advice.

Nikhil Mehta, Dan Goldwasser

Proceedings of the 2019 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, 2019

Stochastic Blockmodels meet Graph Neural Networks.

Nikhil Mehta, Lawrence Carin, Piyush Rai

Proceedings of the 36th International Conference on Machine Learning, 2019

Plate-Spinning for Success: CIOs, Embrace your Role Paradoxes!

Nikhil Mehta, Vallabhajosyula Sambamurthy, Lakshmi S. Iyer

Proceedings of the 40th International Conference on Information Systems, 2019

Intention to use and Adoption of IT Innovations in Organizations: A Meta-Analytic Examination of the Moderating Role of Innovation Type and Socio-Economic Context.

Sumedha Chauhan, Parul Gupta, Nikhil Mehta, Sandeep Goyal

Proceedings of the 40th International Conference on Information Systems, 2019

Deep Topic Models for Multi-label Learning.

Rajat Panda, Ankit Pensia, Nikhil Mehta, Mingyuan Zhou, Piyush Rai

Proceedings of the 22nd International Conference on Artificial Intelligence and Statistics, 2019

2018

Knowledge Integration and Team Effectiveness: A Team Goal Orientation Approach.

Anju Mehta, Nikhil Mehta

Decis. Sci., 2018

Robust and Fast 3D Scan Alignment Using Mutual Information.

Nikhil Mehta, James R. McBride, Gaurav Pandey

Proceedings of the 2018 IEEE International Conference on Robotics and Automation, 2018

2015

Knowledge Integration in Outsourced Software Development: The Role of Sentry and Guard Processes.

Nikhil Mehta, Anandhi Bharadwaj

J. Manag. Inf. Syst., 2015

2014

Information technology and knowledge in software development teams: The role of project uncertainty.

Nikhil Mehta, Dianne J. Hall, Terry Anthony Byrd

Inf. Manag., 2014

2010

It takes two to tango: how relational investments improve IT outsourcing partnerships.

Nikhil Mehta, Anju Mehta

Commun. ACM, 2010

2009

Reducing Client Risks from Offshore IT Vendors' HR Challenges.

Nikhil Mehta, Anju Mehta

MIS Q. Executive, 2009

2008

Successful knowledge management implementation in global software companies.

Nikhil Mehta

J. Knowl. Manag., 2008

Knowledge Integration in Software Teams.

Nikhil Mehta, Dianne J. Hall, Terry Anthony Byrd

Proceedings of the Learning from the past & charting the future of the discipline. 14th Americas Conference on Information Systems, 2008

2007

Infosys Technologies: improving organizational knowledge flows.

Nikhil Mehta, Sharon Oswald, Anju Mehta

J. Inf. Technol., 2007

Knowledge Integration in Software Teams: An Assessment of Project Uncertainty and IT-Usage as Antecedents.

Nikhil Mehta, Terry Anthony Byrd, Dianne J. Hall, Kittipong Laosethakul

Proceedings of the Reaching New Heights. 13th Americas Conference on Information Systems, 2007

Gender Perception toward Computing: Cross Culture Comparison - the US, China, and India.

Kittipong Laosethakul, Thaweephan Leingpibul, Yajiong Xue, Nikhil Mehta

Proceedings of the Reaching New Heights. 13th Americas Conference on Information Systems, 2007

2006

Infosys Technologies: Improving Organizational Knowledge Flow.

Nikhil Mehta, Sharon Oswald, Anju Mehta

Proceedings of the International Conference on Information Systems, 2006

Knowledge Integration in Software Teams: An Assessment of Team Project and IT-related Issues.

Nikhil Mehta, Terry Anthony Byrd, Dianne J. Hall

Proceedings of the Connecting the Americas. 12th Americas Conference on Information Systems, 2006

The Cross Cultural Study Concerning Gender Stereotyping in Computing: Comparison between the US and India.

Thaweephan Leingpibul, Kittipong Laosethakul, Nikhil Mehta, Anju Mehta

Proceedings of the Connecting the Americas. 12th Americas Conference on Information Systems, 2006

Benevolent Competence and Integrity-Based Trust in Knowledge Transfer: A Look at Software Reuse.

John Drake, Nikhil Mehta

Proceedings of the Connecting the Americas. 12th Americas Conference on Information Systems, 2006

2004

Value Creation Cycle: An Integrative Framework of Knowledge Management Implementation.

Nikhil Mehta, Dianne J. Hall, William R. Boulton

Proceedings of the 10th Americas Conference on Information Systems, 2004

Trust in Online Prescription Filling.

Huigang Liang, Yajiong Xue, Kittipong Laosethakul, Nikhil Mehta

Proceedings of the 10th Americas Conference on Information Systems, 2004

2003

An Overview of Knowledge Management Frameworks.

Nikhil Mehta, Dianne J. Hall, William R. Boulton

Proceedings of the 9th Americas Conference on Information Systems, 2003