Nikhil Mehta

Publication Activity (10 Years)

Years Active: 2003-2023
Publications (10 Years): 47

Top Topics

Personalized Recommendation

Knowledge Integration

Software Development Teams

Systematic Review

Top Venues

Publications

Wang-Cheng Kang, Jianmo Ni, Nikhil Mehta, Maheswaran Sathiamoorthy, Lichan Hong, Ed H. Chi, Derek Zhiyuan Cheng
Do LLMs Understand User Preferences? Evaluating LLMs On User Rating Prediction. CoRR (2023)
Nikhil Mehta, Eric Jack, Randy Bradley, Sumedha Chauhan
Complementary and Substitutive Roles of Information Technology in the Relationship between Project Characteristics and Knowledge Integration in Software Teams. Inf. Syst. Manag. 40 (1) (2023)
Shashank Rajput, Nikhil Mehta, Anima Singh, Raghunandan H. Keshavan, Trung Vu, Lukasz Heldt, Lichan Hong, Yi Tay, Vinh Q. Tran, Jonah Samost, Maciej Kula, Ed H. Chi, Maheswaran Sathiamoorthy
Recommender Systems with Generative Retrieval. CoRR (2023)
Nikhil Mehta, Kevin J. Liang, Jing Huang, Fu-Jen Chu, Li Yin, Tal Hassner
HyperMix: Out-of-Distribution Detection and Classification in Few-Shot Settings. CoRR (2023)
Anima Singh, Trung Vu, Raghunandan H. Keshavan, Nikhil Mehta, Xinyang Yi, Lichan Hong, Lukasz Heldt, Li Wei, Ed H. Chi, Maheswaran Sathiamoorthy
Better Generalization with Semantic IDs: A case study in Ranking for Recommendations. CoRR (2023)
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
Recommender Systems with Generative Retrieval. NeurIPS (2023)
Vinay Kumar Verma, Nikhil Mehta, Kevin J. Liang, Aakansha Mishra, Lawrence Carin
Meta-Learned Attribute Self-Interaction Network for Continual and Generalized Zero-Shot Learning. CoRR (2023)
Vinay Kumar Verma, Nikhil Mehta, Shijing Si, Ricardo Henao, Lawrence Carin
Pushing the Efficiency Limit Using Structured Sparse Convolutions. WACV (2023)
Nikhil Mehta, Dan Goldwasser
Interactively Learning Social Media Representations Improves News Source Factuality Detection. CoRR (2023)
Abdullah Oguz, Nikhil Mehta, Prashant Palvia
Cyberbullying in the workplace: a novel framework of routine activities and organizational control. Internet Res. 33 (6) (2023)
Nikhil Mehta, Milagro Teruel, Patricio Figueroa Sanz, Xin Deng, Ahmed Hassan Awadallah, Julia Kiseleva
Improving Grounded Language Understanding in a Collaborative Environment by Interacting with Agents Through Help Feedback. CoRR (2023)
Nikhil Mehta, Dan Goldwasser
An Interactive Framework for Profiling News Media Sources. CoRR (2023)
Nikhil Mehta, Anima Singh, Xinyang Yi, Sagar Jain, Lichan Hong, Ed H. Chi
Density Weighting for Multi-Interest Personalized Recommendation. CoRR (2023)
Anju Mehta, Nikhil Mehta, Ishaan Bindal
Maximizing integrative learning in software development teams: A systematic review of key drivers and future research agenda. J. Syst. Softw. 190 (2022)
Vinay Kumar Verma, Nikhil Mehta, Shijing Si, Ricardo Henao, Lawrence Carin
Pushing the Efficiency Limit Using Structured Sparse Convolutions. CoRR (2022)
Weituo Hao, Nikhil Mehta, Kevin J. Liang, Pengyu Cheng, Mostafa El-Khamy, Lawrence Carin
WAFFLe: Weight Anonymized Factorization for Federated Learning. IEEE Access 10 (2022)
Aaditya Prasad, Nikhil Mehta, Matthew Horak, Wan D. Bae
A Two-Step Machine Learning Approach for Crop Disease Detection Using GAN and UAV Technology. Remote. Sens. 14 (19) (2022)
Nikhil Mehta, Sumedha Chauhan, Inderjeet Kaur
Extending the story of IS success: a meta-analytic investigation of contingency factors at individual and organisational levels. Eur. J. Inf. Syst. 31 (5) (2022)
Sumedha Chauhan, Sandeep Goyal, Parul Gupta, Mahadeo Jaiswal, Nikhil Mehta
An empirical investigation of determinants for adoption of C2C auction marketplaces. Int. J. Bus. Inf. Syst. 40 (1) (2022)
Nikhil Mehta, Maria Leonor Pacheco, Dan Goldwasser
Tackling Fake News Detection by Continually Improving Social Context Representations using Graph Neural Networks. ACL (1) (2022)
Dhanasekar Sundararaman, Nikhil Mehta, Lawrence Carin
Pseudo-OOD training for robust language models. CoRR (2022)
Nikhil Mehta, Kevin J. Liang, Vinay Kumar Verma, Lawrence Carin
Continual Learning using a Bayesian Nonparametric Dictionary of Weight Factors. AISTATS (2021)
Nikhil Mehta, Sumedha Chauhan, Parul Gupta, Mahadeo Jaiswal
Pursuing Digital Learning Platform Success: A Meta-Analytic Investigation of User and Cultural Contingencies. Commun. Assoc. Inf. Syst. 48 (2021)
Serge Assaad, Shuxi Zeng, Chenyang Tao, Shounak Datta, Nikhil Mehta, Ricardo Henao, Fan Li, Lawrence Carin
Counterfactual Representation Learning with Balancing Weights. AISTATS (2021)
Abrar Almalki, Balakrishna Gokaraju, Nikhil Mehta, Daniel Adrian Doss
Geospatial and Machine Learning Regression Techniques for Analyzing Food Access Impact on Health Issues in Sustainable Communities. ISPRS Int. J. Geo Inf. 10 (11) (2021)
Aaditya Prasad, Nikhil Mehta, Matthew Horak, Wan D. Bae
A two-step machine learning approach for crop disease detection: an application of GAN and UAV technology. CoRR (2021)
Vinay Kumar Verma, Kevin J. Liang, Nikhil Mehta, Lawrence Carin
Meta-Learned Attribute Self-Gating for Continual Generalized Zero-Shot Learning. CoRR (2021)
Vinay Kumar Verma, Kevin J. Liang, Nikhil Mehta, Piyush Rai, Lawrence Carin
Efficient Feature Transformations for Discriminative and Generative Continual Learning. CVPR (2021)
Vinay Kumar Verma, Kevin J. Liang, Nikhil Mehta, Piyush Rai, Lawrence Carin
Efficient Feature Transformations for Discriminative and Generative Continual Learning. CoRR (2021)
Paidamoyo Chapfuwa, Chunyuan Li, Nikhil Mehta, Lawrence Carin, Ricardo Henao
Survival cluster analysis. CHIL (2020)
Arindam Sarkar, Nikhil Mehta, Piyush Rai
Graph Representation Learning via Ladder Gamma Variational Autoencoders. AAAI (2020)
Paidamoyo Chapfuwa, Chunyuan Li, Nikhil Mehta, Lawrence Carin, Ricardo Henao
Survival Cluster Analysis. CoRR (2020)
Nikhil Mehta, Kevin J. Liang, Lawrence Carin
Bayesian Nonparametric Weight Factorization for Continual Learning. CoRR (2020)
Weifan Jiang, Vivek Kumar, Nikhil Mehta, Jack Bott, Vijay Modi
Irrigation Detection by Car: Computer Vision and Sensing for the Detection and Geolocation of Irrigated and Non-irrigated Farmland. GHTC (2020)
Weituo Hao, Nikhil Mehta, Kevin J. Liang, Pengyu Cheng, Mostafa El-Khamy, Lawrence Carin
WAFFLe: Weight Anonymized Factorization for Federated Learning. CoRR (2020)
Serge Assaad, Shuxi Zeng, Chenyang Tao, Shounak Datta, Nikhil Mehta, Ricardo Henao, Fan Li, Lawrence Carin
Counterfactual Representation Learning with Balancing Weights. CoRR (2020)
Sumedha Chauhan, Parul Gupta, Nikhil Mehta, Sandeep Goyal
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. ICIS (2019)
Nikhil Mehta, Dan Goldwasser
Improving Natural Language Interaction with Robots Using Advice. NAACL-HLT (1) (2019)
Nikhil Mehta, Vallabhajosyula Sambamurthy, Lakshmi S. Iyer
Plate-Spinning for Success: CIOs, Embrace your Role Paradoxes! ICIS (2019)
Indika Dissanayake, Nikhil Mehta, Prashant Palvia, Vasyl Taras, Kwasi Amoako-Gyampah
Competition matters! Self-efficacy, effort, and performance in crowdsourcing teams. Inf. Manag. 56 (8) (2019)
Nikhil Mehta, Lawrence Carin, Piyush Rai
Stochastic Blockmodels meet Graph Neural Networks. CoRR (2019)
Nikhil Mehta, Lawrence Carin, Piyush Rai
Stochastic Blockmodels meet Graph Neural Networks. ICML (2019)
Rajat Panda, Ankit Pensia, Nikhil Mehta, Mingyuan Zhou, Piyush Rai
Deep Topic Models for Multi-label Learning. AISTATS (2019)
Nikhil Mehta, Dan Goldwasser
Improving Natural Language Interaction with Robots Using Advice. CoRR (2019)
Anju Mehta, Nikhil Mehta
Knowledge Integration and Team Effectiveness: A Team Goal Orientation Approach. Decis. Sci. 49 (3) (2018)
Nikhil Mehta, James R. McBride, Gaurav Pandey
Robust and Fast 3D Scan Alignment Using Mutual Information. ICRA (2018)
Nikhil Mehta, James R. McBride, Gaurav Pandey
Robust and Fast 3D Scan Alignment using Mutual Information. CoRR (2017)
Nikhil Mehta, Anandhi Bharadwaj
Knowledge Integration in Outsourced Software Development: The Role of Sentry and Guard Processes. J. Manag. Inf. Syst. 32 (1) (2015)
Nikhil Mehta, Dianne J. Hall, Terry Anthony Byrd
Information technology and knowledge in software development teams: The role of project uncertainty. Inf. Manag. 51 (4) (2014)
Nikhil Mehta, Anju Mehta
It takes two to tango: how relational investments improve IT outsourcing partnerships. Commun. ACM 53 (2) (2010)
Nikhil Mehta, Anju Mehta
Reducing Client Risks from Offshore IT Vendors' HR Challenges. MIS Q. Executive 8 (4) (2009)
Nikhil Mehta, Dianne J. Hall, Terry Anthony Byrd
Knowledge Integration in Software Teams. AMCIS (2008)
Nikhil Mehta
Successful knowledge management implementation in global software companies. J. Knowl. Manag. 12 (2) (2008)
Kittipong Laosethakul, Thaweephan Leingpibul, Yajiong Xue, Nikhil Mehta
Gender Perception toward Computing: Cross Culture Comparison - the US, China, and India. AMCIS (2007)
Nikhil Mehta, Sharon Oswald, Anju Mehta
Infosys Technologies: improving organizational knowledge flows. J. Inf. Technol. 22 (4) (2007)
Nikhil Mehta, Terry Anthony Byrd, Dianne J. Hall, Kittipong Laosethakul
Knowledge Integration in Software Teams: An Assessment of Project Uncertainty and IT-Usage as Antecedents. AMCIS (2007)
Thaweephan Leingpibul, Kittipong Laosethakul, Nikhil Mehta, Anju Mehta
The Cross Cultural Study Concerning Gender Stereotyping in Computing: Comparison between the US and India. AMCIS (2006)
Nikhil Mehta, Sharon Oswald, Anju Mehta
Infosys Technologies: Improving Organizational Knowledge Flow. ICIS (2006)
Nikhil Mehta, Terry Anthony Byrd, Dianne J. Hall
Knowledge Integration in Software Teams: An Assessment of Team Project and IT-related Issues. AMCIS (2006)
John Drake, Nikhil Mehta
Benevolent Competence and Integrity-Based Trust in Knowledge Transfer: A Look at Software Reuse. AMCIS (2006)
Huigang Liang, Yajiong Xue, Kittipong Laosethakul, Nikhil Mehta
Trust in Online Prescription Filling. AMCIS (2004)
Nikhil Mehta, Dianne J. Hall, William R. Boulton
Value Creation Cycle: An Integrative Framework of Knowledge Management Implementation. AMCIS (2004)
Nikhil Mehta, Dianne J. Hall, William R. Boulton
An Overview of Knowledge Management Frameworks. AMCIS (2003)