Varun Kumar

According to our database, Varun Kumar authored at least 63 papers between 2005 and 2024.

Collaborative distances:

• Dijkstra number of three.
• Erdős number of three.

2024

Real-time prediction of gas flow dynamics in diesel engines using a deep neural operator framework.

Varun Kumar, Somdatta Goswami, Daniel Smith, George Em Karniadakis

Appl. Intell., January, 2024

Learning Code Preference via Synthetic Evolution.

Jiawei Liu, Thanh Nguyen, Mingyue Shang, Hantian Ding, Xiaopeng Li, Yu Yu, Varun Kumar, Zijian Wang

CoRR, 2024

Horizon-Length Prediction: Advancing Fill-in-the-Middle Capabilities for Code Generation with Lookahead Planning.

Yifeng Ding, Hantian Ding, Shiqi Wang, Qing Sun, Varun Kumar, Zijian Wang

CoRR, 2024

Synergistic Learning with Multi-Task DeepONet for Efficient PDE Problem Solving.

Varun Kumar, Somdatta Goswami, Katiana Kontolati, Michael D. Shields, George Em Karniadakis

CoRR, 2024

On Mitigating Code LLM Hallucinations with API Documentation.

Nihal Jain, Robert Kwiatkowski, Baishakhi Ray, Murali Krishna Ramanathan, Varun Kumar

CoRR, 2024

Training LLMs to Better Self-Debug and Explain Code.

Nan Jiang, Xiaopeng Li, Shiqi Wang, Qiang Zhou, Soneya Binta Hossain, Baishakhi Ray, Varun Kumar, Xiaofei Ma, Anoop Deoras

CoRR, 2024

Fewer Truncations Improve Language Modeling.

Hantian Ding, Zijian Wang, Giovanni Paolini, Varun Kumar, Anoop Deoras, Dan Roth, Stefano Soatto

Proceedings of the Forty-first International Conference on Machine Learning, 2024

Reasoning in Token Economies: Budget-Aware Evaluation of LLM Reasoning Strategies.

Junlin Wang, Siddhartha Jain, Dejiao Zhang, Baishakhi Ray, Varun Kumar, Ben Athiwaratkun

Proceedings of the 2024 Conference on Empirical Methods in Natural Language Processing, 2024

2023

CrunchGPT: A chatGPT assisted framework for scientific machine learning.

Varun Kumar, Leonard Gleyzer, Adar Kahana, Khemraj Shukla, George Em Karniadakis

CoRR, 2023

Validating a virtual human and automated feedback system for training doctor-patient communication skills.

Kurtis Haut, Caleb Wohn, Benjamin Kane, Tom Carroll, Catherine Giugno, Varun Kumar, Ronald M. Epstein, Lenhart K. Schubert, Ehsan Hoque

CoRR, 2023

A Static Evaluation of Code Completion by Large Language Models.

Hantian Ding, Varun Kumar, Yuchen Tian, Zijian Wang, Rob Kwiatkowski, Xiaopeng Li, Murali Krishna Ramanathan, Baishakhi Ray, Parminder Bhatia, Sudipta Sengupta, Dan Roth, Bing Xiang

CoRR, 2023

Greener yet Powerful: Taming Large Code Generation Models with Quantization.

Xiaokai Wei, Sujan K. Gonugondla, Wasi Uddin Ahmad, Shiqi Wang, Baishakhi Ray, Haifeng Qian, Xiaopeng Li, Varun Kumar, Zijian Wang, Yuchen Tian, Qing Sun, Ben Athiwaratkun, Mingyue Shang, Murali Krishna Ramanathan, Parminder Bhatia, Bing Xiang

CoRR, 2023

Wind farm Integrated fuzzy Logic-based Facts controlled Power System stability Analysis.

Amit Kumar Yadav, Varun Kumar, Ajay Shekhar Pandey, Saurabh Mani Tripathi, Abhishek Kumar

Mechatron. Syst. Control., 2023

Towards Greener Yet Powerful Code Generation via Quantization: An Empirical Study.

Xiaokai Wei, Sujan Kumar Gonugondla, Shiqi Wang, Wasi Uddin Ahmad, Baishakhi Ray, Haifeng Qian, Xiaopeng Li, Varun Kumar, Zijian Wang, Yuchen Tian, Qing Sun, Ben Athiwaratkun, Mingyue Shang, Murali Krishna Ramanathan, Parminder Bhatia, Bing Xiang

Proceedings of the 31st ACM Joint European Software Engineering Conference and Symposium on the Foundations of Software Engineering, 2023

Multi-lingual Evaluation of Code Generation Models.

Ben Athiwaratkun, Sanjay Krishna Gouda, Zijian Wang, Xiaopeng Li, Yuchen Tian, Ming Tan, Wasi Uddin Ahmad, Shiqi Wang, Qing Sun, Mingyue Shang, Sujan Kumar Gonugondla, Hantian Ding, Varun Kumar, Nathan Fulton, Arash Farahani, Siddhartha Jain, Robert Giaquinto, Haifeng Qian, Murali Krishna Ramanathan, Ramesh Nallapati

Proceedings of the Eleventh International Conference on Learning Representations, 2023

An Integrated Approach to Point Labeling Problem.

Simranjeet Singh, Varun Kumar, Subhasis Bhattacharjee

Proceedings of the 14th International Conference on Computing Communication and Networking Technologies, 2023

Resolving Ambiguities in Text-to-Image Generative Models.

Ninareh Mehrabi, Palash Goyal, Apurv Verma, Jwala Dhamala, Varun Kumar, Qian Hu, Kai-Wei Chang, Richard S. Zemel, Aram Galstyan, Rahul Gupta

Proceedings of the 61st Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2023

A Static Evaluation of Code Completion by Large Language Models.

Hantian Ding, Varun Kumar, Yuchen Tian, Zijian Wang, Rob Kwiatkowski, Xiaopeng Li, Murali Krishna Ramanathan, Baishakhi Ray, Parminder Bhatia, Sudipta Sengupta

Proceedings of the The 61st Annual Meeting of the Association for Computational Linguistics: Industry Track, 2023

ReCode: Robustness Evaluation of Code Generation Models.

Shiqi Wang, Zheng Li, Haifeng Qian, Chenghao Yang, Zijian Wang, Mingyue Shang, Varun Kumar, Samson Tan, Baishakhi Ray, Parminder Bhatia, Ramesh Nallapati, Murali Krishna Ramanathan, Dan Roth, Bing Xiang

Proceedings of the 61st Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2023

Validating a virtual human and automated feedback system for training doctor-patient communication skills.

Kurtis Haut, Caleb Wohn, Benjamin Kane, Thomas Carroll, Cathrine Guigno, Varun Kumar, Ronald M. Epstein, Lenhart K. Schubert, Mohammed Ehsan Hoque

Proceedings of the 11th International Conference on Affective Computing and Intelligent Interaction, 2023

Energy-Efficient THz NOMA-Enabled Small Cells Underlaying Macrocell Using Reinforcement Learning.

Varun Kumar, Ishan Budhiraja, Akansha Singh, Rajat Chaudhary, Srinivas Aluvala

Proceedings of the IEEE International Conference on Advanced Networks and Telecommunications Systems, 2023

2022

Is the Elephant Flying? Resolving Ambiguities in Text-to-Image Generative Models.

Ninareh Mehrabi, Palash Goyal, Apurv Verma, Jwala Dhamala, Varun Kumar, Qian Hu, Kai-Wei Chang, Richard S. Zemel, Aram Galstyan, Rahul Gupta

CoRR, 2022

Multi-lingual Evaluation of Code Generation Models.

Ben Athiwaratkun, Sanjay Krishna Gouda, Zijian Wang, Xiaopeng Li, Yuchen Tian, Ming Tan, Wasi Uddin Ahmad, Shiqi Wang, Qing Sun, Mingyue Shang, Sujan Kumar Gonugondla, Hantian Ding, Varun Kumar, Nathan Fulton, Arash Farahani, Siddhartha Jain, Robert Giaquinto, Haifeng Qian, Murali Krishna Ramanathan, Ramesh Nallapati, Baishakhi Ray, Parminder Bhatia, Sudipta Sengupta, Dan Roth, Bing Xiang

CoRR, 2022

SEER: Sustainable E-commerce with Environmental-impact Rating.

Md. Saiful Islam, Adiba Mahbub, Caleb Wohn, Karen Berger, Serena Uong, Varun Kumar, Katrina Smith Korfmacher, Ehsan Hoque

CoRR, 2022

An Analysis of The Effects of Decoding Algorithms on Fairness in Open-Ended Language Generation.

Jwala Dhamala, Varun Kumar, Rahul Gupta, Kai-Wei Chang, Aram Galstyan

Proceedings of the IEEE Spoken Language Technology Workshop, 2022

Mitigating Gender Bias in Distilled Language Models via Counterfactual Role Reversal.

Umang Gupta, Jwala Dhamala, Varun Kumar, Apurv Verma, Yada Pruksachatkun, Satyapriya Krishna, Rahul Gupta, Kai-Wei Chang, Greg Ver Steeg, Aram Galstyan

Proceedings of the Findings of the Association for Computational Linguistics: ACL 2022, 2022

On the Intrinsic and Extrinsic Fairness Evaluation Metrics for Contextualized Language Representations.

Yang Trista Cao, Yada Pruksachatkun, Kai-Wei Chang, Rahul Gupta, Varun Kumar, Jwala Dhamala, Aram Galstyan

Proceedings of the 60th Annual Meeting of the Association for Computational Linguistics (Volume 2: Short Papers), 2022

2021

Protoda: Efficient Transfer Learning for Few-Shot Intent Classification.

Manoj Kumar, Varun Kumar, Hadrien Glaude, Cyprien de Lichy, Aman Alok, Rahul Gupta

Proceedings of the IEEE Spoken Language Technology Workshop, 2021

Industry Scale Semi-Supervised Learning for Natural Language Understanding.

Luoxin Chen, Francisco Garcia, Varun Kumar, He Xie, Jianhua Lu

Proceedings of the 2021 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies: Industry Papers, 2021

CMOS image sensor with adaptive readout scheme for low power applications.

Varun Kumar, Bibhudatta Satapathy, Wilfred Kisku, Amandeep Kaur, Deepak Mishra

Proceedings of the 64th IEEE International Midwest Symposium on Circuits and Systems, 2021

Heuristics for the Generalized Graph Coloring Problem.

Anjeneya Swami Kare, Varun Kumar

Proceedings of the 12th International Conference on Computing Communication and Networking Technologies, 2021

BOLD: Dataset and Metrics for Measuring Biases in Open-Ended Language Generation.

Jwala Dhamala, Tony Sun, Varun Kumar, Satyapriya Krishna, Yada Pruksachatkun, Kai-Wei Chang, Rahul Gupta

Proceedings of the FAccT '21: 2021 ACM Conference on Fairness, 2021

2020

Heart Disease Prediction Using CNN Algorithm.

VirenViraj Shankar, Varun Kumar, Umesh Devagade, Vinay Karanth, K. Rohitaksha

SN Comput. Sci., 2020

Mean-based reciprocity calibration in TDD massive MIMO system.

Varun Kumar, Sarat Kumar Patra, Poonam Singh

IET Commun., 2020

Data Augmentation using Pre-trained Transformer Models.

Varun Kumar, Ashutosh Choudhary, Eunah Cho

CoRR, 2020

Digging into user control: perceptions of adherence and instability in transparent models.

Alison Smith-Renner, Varun Kumar, Jordan L. Boyd-Graber, Kevin D. Seppi, Leah Findlater

Proceedings of the IUI '20: 25th International Conference on Intelligent User Interfaces, 2020

Performance Analysis of RZF precoding and Mean based Calibration for Channel Reciprocity.

Prabhat Kumar, Poonam Singh, Varun Kumar

Proceedings of the 5th International Conference on Computing, Communication and Security, 2020

2019

Testing the Implementation of Concurrent AUTOSAR Drivers Against Architecture Decisions.

Jasmin Jahic, Varun Kumar, Pablo Oliveira Antonino, Gerhard Wirrer

Proceedings of the IEEE International Conference on Software Architecture, 2019

Rapid Identification of Shared Memory in Multithreaded Embedded Systems with Static Scheduling.

Jasmin Jahic, Varun Kumar, Matthias Jung, Gerhard Wirrer, Norbert Wehn, Thomas Kuhn

Proceedings of the 48th International Conference on Parallel Processing, 2019

Efficient Semi-Supervised Learning for Natural Language Understanding by Optimizing Diversity.

Eunah Cho, He Xie, John P. Lalor, Varun Kumar, William M. Campbell

Proceedings of the IEEE Automatic Speech Recognition and Understanding Workshop, 2019

Why Didn't You Listen to Me? Comparing User Control of Human-in-the-Loop Topic Models.

Varun Kumar, Alison Smith-Renner, Leah Findlater, Kevin D. Seppi, Jordan L. Boyd-Graber

Proceedings of the 57th Conference of the Association for Computational Linguistics, 2019

A Closer Look At Feature Space Data Augmentation For Few-Shot Intent Classification.

Varun Kumar, Hadrien Glaude, Cyprien de Lichy, William Campbell

Proceedings of the 2nd Workshop on Deep Learning Approaches for Low-Resource NLP, 2019

2018

Closing the Loop: User-Centered Design and Evaluation of a Human-in-the-Loop Topic Modeling System.

Alison Smith, Varun Kumar, Jordan L. Boyd-Graber, Kevin D. Seppi, Leah Findlater

Proceedings of the 23rd International Conference on Intelligent User Interfaces, 2018

2017

Narrow-core hollow optical waveguide with nanostructured SOI as ultra-low loss platform for efficient photodetection.

Varun Kumar, Harpinder Kaur, Mukesh Kumar

Photonic Netw. Commun., 2017

Achievable rate and power efficiency in uplink massive MIMO system under antenna correlation.

Varun Kumar, Sudhansu Arya, Sarat Kumar Patra

Proceedings of the 2017 IEEE International Conference on Advanced Networks and Telecommunications Systems, 2017

2016

Hybrid SOMA: A Tool for Optimizing TMD Parameters.

Shilpa Pal, Dipti Singh, Varun Kumar

Proceedings of Sixth International Conference on Soft Computing for Problem Solving, 2016

The GW/UMD CLPsych 2016 Shared Task System.

Ayah Zirikly, Varun Kumar, Philip Resnik

Proceedings of the 3rd Workshop on Computational Linguistics and Clinical Psychology: From Linguistic Signal to Clinical Reality, 2016

Frequency modulated electrostatically coupled resonators for sensing applications.

Alireza Ramezany, Vahid Qaradaghi, Varun Kumar, Siavash Pourkamali

Proceedings of the 2016 IEEE SENSORS, Orlando, FL, USA, October 30 - November 3, 2016, 2016

Frequency output MEMS resonator on membrane pressure sensors.

Vahid Qaradaghi, Mohammad Mahdavi, Varun Kumar, Siavash Pourkamali

Proceedings of the 2016 IEEE SENSORS, Orlando, FL, USA, October 30 - November 3, 2016, 2016

Nano-precision micromachined frequency output profilometer.

Amin Abbasalipour, Mohammad Mahdavi, Varun Kumar, Siavash Pourkamali, Soheil Daryadel, Majid Minary

Proceedings of the 2016 IEEE SENSORS, Orlando, FL, USA, October 30 - November 3, 2016, 2016

Mining Shapes of Expertise in Online Social Q&A Communities.

Varun Kumar, Niranjan Pedanekar

Proceedings of the 19th ACM Conference on Computer Supported Cooperative Work and Social Computing, 2016

2015

Stickipedia: A Search Engine and Repository for Explanatory Analogies.

Varun Kumar, Savita Bhat, Niranjan Pedanekar

Proceedings of the 15th IEEE International Conference on Advanced Learning Technologies, 2015

Automatically augmenting learning material with practical questions to increase its relevance.

Gaurav Kumar Singh, Varun Kumar, Savita Bhat, Niranjan Pedanekar

Proceedings of the 2015 IEEE Frontiers in Education Conference, 2015

2014

Selection of optimal electronic toll collection system for India: A subjective-fuzzy decision making approach.

Saurabh Vats, Gaurav Vats, Rahul Vaish, Varun Kumar

Appl. Soft Comput., 2014

Static hand gesture recognition using stacked Denoising Sparse Autoencoders.

Varun Kumar, Gora Chand Nandi, Rahul Kala

Proceedings of the Seventh International Conference on Contemporary Computing, 2014

Assessing the Need of Augmenting Video Lectures with Supporting Information.

Gaurav Kumar Singh, Abhay Doke, Varun Kumar, Savita Bhat, Niranjan Pedanekar

Proceedings of the Learning and Collaboration Technologies. Designing and Developing Novel Learning Experiences, 2014

Which hat are you wearing today? Enabling perspectives while learning computer science.

Abhay Doke, Gaurav Kumar Singh, Varun Kumar, Savita Bhat, Niranjan Pedanekar

Proceedings of the IEEE Frontiers in Education Conference, 2014

Automatically Retrieving Explanatory Analogies from Webpages.

Varun Kumar, Savita Bhat, Niranjan Pedanekar

Proceedings of the Advances in Information Retrieval, 2014

2013

PUSTACK: towards an augmented, scalable and personalized interface for paper textbooks.

Naman Gandhi, Vinit Gaikwad, Pratik Kasat, Nikita Garg, Abhay Doke, Varun Kumar, Shirish S. Karande, Vijayanand Banahatti, Niranjan Pedanekar

Proceedings of the 11th Asia Pacific Conference on Computer Human Interaction, 2013

2010

Kaal - A Real Time Stream Mining Algorithm.

Rajanish Dass, Varun Kumar

Proceedings of the 43rd Hawaii International International Conference on Systems Science (HICSS-43 2010), 2010

2009

Click to Zoom-Inside Graphical Authentication.

Varun Kumar, M. K. Gupta, Ashish Chaturvedi, Anuj Bhardwaj, Manu Pratap Singh

Proceedings of the 2009 International Conference on Digital Image Processing, 2009

2006

Multiresolution Estimates of Classification Complexity and Multiple Subspace Classifiers for Understanding and Solving Complex Recognition Tasks.

Peng Wang, Varun Kumar, Maneesha Singh

Proceedings of the IASTED International Conference on Signal Processing, 2006

2005

Safety-Automation of Cars Using Embedded Microcontrollers.

Abhinav Ray, Varun Kumar

Proceedings of the 2005 International Conference on Computational Intelligence for Modelling Control and Automation (CIMCA 2005), 2005