Varun Kumar
Publication record assembled from the DBLP archive of ranked conferences.
Papers indexed
28
Venues
15
Active years
2014–2026
Best venue rank
A*
Where they publish
Papers
28 indexed papers, newest first.
| Year | Venue | Title | Authors |
|---|---|---|---|
| 2026 | ACL | Empowering Multi-Turn Tool-Integrated Agentic Reasoning with Group Turn Policy Optimization. | Yifeng Ding, Hung Le, Songyang Han, Kangrui Ruan, Zhenghui Jin, Varun Kumar, Zijian Wang, Anoop Deoras |
| 2026 | ACL | CODESTRUCT: Code Agents over Structured Action Spaces. | Myeongsoo Kim, Chao-Chun Hsu, Dingmin Wang, Shweta Garg, Varun Kumar, Murali Krishna Ramanathan |
| 2026 | ACL | SpecAgent: A Speculative Retrieval and Forecasting Agent for Code Completion. | George Ma, Anurag Koul, Qi Chen, Yawen Wu, Sachit Kuhar, Yu Yu, Aritra Sengupta, Varun Kumar, Murali Krishna Ramanathan |
| 2026 | ACL | CodeScout: Contextual Problem Statement Enhancement for Software Agents. | Manan Suri, Xiangci Li, Mehdi Shojaie, Songyang Han, Chao-Chun Hsu, Shweta Garg, Aniket Anand Deshmukh, Varun Kumar |
| 2025 | EMNLP | Planning-Aware Code Infilling via Horizon-Length Prediction. | Yifeng Ding, Hantian Ding, Shiqi Wang, Qing Sun, Varun Kumar, Zijian Wang |
| 2024 | EMNLP | Reasoning in Token Economies: Budget-Aware Evaluation of LLM Reasoning Strategies. | Junlin Wang, Siddhartha Jain, Dejiao Zhang, Baishakhi Ray, Varun Kumar, Ben Athiwaratkun |
| 2024 | ICML | Fewer Truncations Improve Language Modeling. | Hantian Ding, Zijian Wang, Giovanni Paolini, Varun Kumar, Anoop Deoras, Dan Roth, Stefano Soatto |
| 2024 | Tencon | Custom ANN: An Approach for Efficient Modulation Classification. | Varun Kumar, Deepika Gupta |
| 2023 | ACII | Validating a virtual human and automated feedback system for training doctor-patient communication skills. | Kurtis Haut, Caleb Wohn, Benjamin Kane, Thomas Carroll, Catherine Giugno, Varun Kumar, Ronald M. Epstein, Lenhart K. Schubert, Mohammed Ehsan Hoque |
| 2023 | ACL | 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 |
| 2023 | ACL | 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 |
| 2023 | ACL | 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 |
| 2023 | ICLR | 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 |
| 2022 | ACL | 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 |
| 2022 | ACL | 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 |
| 2021 | NAACL | Industry Scale Semi-Supervised Learning for Natural Language Understanding. | Luoxin Chen, Francisco Garcia, Varun Kumar, He Xie, Jianhua Lu |
| 2020 | IUI | 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 |
| 2019 | ACL | 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 |
| 2019 | ASRU | Efficient Semi-Supervised Learning for Natural Language Understanding by Optimizing Diversity. | Eunah Cho, He Xie, John P. Lalor, Varun Kumar, William M. Campbell |
| 2019 | ICSA | Testing the Implementation of Concurrent AUTOSAR Drivers Against Architecture Decisions. | Jasmin Jahic, Varun Kumar, Pablo Oliveira Antonino, Gerhard Wirrer |
| 2018 | IUI | 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 |
| 2016 | CSCW | Mining Shapes of Expertise in Online Social Q&A Communities. | Varun Kumar, Niranjan Pedanekar |
| 2016 | NAACL | The GW/UMD CLPsych 2016 Shared Task System. | Ayah Zirikly, Varun Kumar, Philip Resnik |
| 2015 | FIE | Automatically augmenting learning material with practical questions to increase its relevance. | Gaurav Kumar Singh, Varun Kumar, Savita Bhat, Niranjan Pedanekar |
| 2015 | ICALT | Stickipedia: A Search Engine and Repository for Explanatory Analogies. | Varun Kumar, Savita Bhat, Niranjan Pedanekar |
| 2014 | ECIR | Automatically Retrieving Explanatory Analogies from Webpages. | Varun Kumar, Savita Bhat, Niranjan Pedanekar |
| 2014 | FIE | Which hat are you wearing today? Enabling perspectives while learning computer science. | Abhay Doke, Gaurav Kumar Singh, Varun Kumar, Savita Bhat, Niranjan Pedanekar |
| 2014 | HCI | Assessing the Need of Augmenting Video Lectures with Supporting Information. | Gaurav Kumar Singh, Abhay Doke, Varun Kumar, Savita Bhat, Niranjan Pedanekar |