| 2026 | ICAART | Structured Relational Representations. | Arun Kumar, Paul Schrater |
| 2026 | ICDE | Micro: a Lightweight Middleware for Optimizing Cross-Store Cross-Model Graph-Relation Joins. | Xiuwen Zheng, Arun Kumar, Amarnath Gupta |
| 2025 | CogSci | Curiosity as a Morphism of Interpretation. | Arun Kumar, Paul Schrater |
| 2025 | VTC | Congestion-Aware UAV Deployment with Q-Learning based Routing for VANETs. | Prangya Priyadarshini, Lopamudra Hota, Arun Kumar, Peter Han Joo Chong |
| 2024 | CIKM | Generating Cross-model Analytics Workloads Using LLMs. | Xiuwen Zheng, Arun Kumar, Amarnath Gupta |
| 2023 | COMAD | Towards Automated Assessment of Organizational Cybersecurity Posture in Cloud. | Roy Bar-Haim, Lilach Eden, Yoav Kantor, Vikas Agarwal, Mark Devereux, Nisha Gupta, Arun Kumar, Matan Orbach, Michael Zan |
| 2023 | ICASSP | Database-Aware ASR Error Correction for Speech-to-SQL Parsing. | Yutong Shao, Arun Kumar, Ndapa Nakashole |
| 2023 | VTS | An Efficient External Memory Test Solution: Case Study for HPC Application. | Keqing Ouyang, Minqiang Peng, Yunnong Zhu, Kang Qi, Grigor Tshagharyan, Arun Kumar, Gurgen Harutyunyan, Isaac Wang |
| 2022 | AAAI | AI-Assisted Controls Change Management for Cybersecurity in the Cloud. | Harshal Tupsamudre, Arun Kumar, Vikas Agarwal, Nisha Gupta, Sneha Mondal |
| 2022 | ISMAR | Using HMD-based Hand Tracking Virtual Reality in Canine Anatomy Summative Assessment: a User Study. | Xuanhui Xu, Xingyu Pan, David Kilroy, Arun Kumar, Eleni E. Mangina, Abraham G. Campbell |
| 2022 | SIGMOD | Nautilus: An Optimized System for Deep Transfer Learning over Evolving Training Datasets. | Supun Nakandala, Arun Kumar |
| 2021 | CIDR | Cerebro: A Layered Data Platform for Scalable Deep Learning. | Arun Kumar, Supun Nakandala, Yuhao Zhang, Side Li, Advitya Gemawat, Kabir Nagrecha |
| 2021 | COMAD | Deep Domain Adaptation under Label Scarcity. | Amar Prakash Azad, Dinesh Garg, Priyanka Agrawal, Arun Kumar |
| 2021 | SIGMOD | Automation of Data Prep, ML, and Data Science: New Cure or Snake Oil? | Arun Kumar |
| 2021 | SIGMOD | Towards Benchmarking Feature Type Inference for AutoML Platforms. | Vraj Shah, Jonathan Lacanlale, Premanand Kumar, Kevin Yang, Arun Kumar |
| 2020 | ITC | Die-to-Die Testing and ECC Error Mitigation in Automotive and Industrial Safety Applications. | Gabriele Boschi, Elisa Spano, Hayk T. Grigoryan, Arun Kumar, Gurgen Harutyunyan |
| 2020 | WCNC | Resource Allocation Based Performance Analysis for 5G Vehicular Networks in Urban Areas. | Minglong Zhang, Arun Kumar, Peter Han Joo Chong, Henry C. B. Chan, Boon-Chong Seet |
| 2020 | SIGMOD | Vista: Optimized System for Declarative Feature Transfer from Deep CNNs at Scale. | Supun Nakandala, Arun Kumar |
| 2020 | SIGMOD | SpeakQL: Towards Speech-driven Multimodal Querying of Structured Data. | Vraj Shah, Side Li, Arun Kumar, Lawrence K. Saul |
| 2020 | SIGITE | Mango Quality Grading using Deep Learning Technique: Perspectives from Agriculture and Food Industry. | Varsha Bhole, Arun Kumar |
| 2019 | CHI | Temporal Proximity Filtering. | Arun Kumar, Karan Aggarwal, Paul R. Schrater |
| 2019 | CogSci | Belief dynamics extraction. | Arun Kumar, Zhengwei Wu, Xaq Pitkow, Paul R. Schrater |
| 2019 | ITNAC | Hierarchical Architecture for Computational Offloading in Autonomous Vehicle Environment. | Arslan Rasheed, Asim Anwar, Arun Kumar, Peter Han Joo Chong, Xue Jun Li |
| 2019 | PLDI | HackPPL: a universal probabilistic programming language. | Jessica Ai, Nimar S. Arora, Ning Dong, Beliz Gokkaya, Thomas Jiang, Anitha Kubendran, Arun Kumar, Michael Tingley, Narjes Torabi |
| 2019 | SIGMOD | Towards Model-based Pricing for Machine Learning in a Data Marketplace. | Lingjiao Chen, Paraschos Koutris, Arun Kumar |
| 2019 | SIGMOD | Demonstration of Nimbus: Model-based Pricing for Machine Learning in a Data Marketplace. | Lingjiao Chen, Hongyi Wang, Leshang Chen, Paraschos Koutris, Arun Kumar |
| 2019 | SIGMOD | Enabling and Optimizing Non-linear Feature Interactions in Factorized Linear Algebra. | Side Li, Lingjiao Chen, Arun Kumar |
| 2019 | SIGMOD | Tuple-oriented Compression for Large-scale Mini-batch Stochastic Gradient Descent. | Fengan Li, Lingjiao Chen, Yijing Zeng, Arun Kumar, Xi Wu, Jeffrey F. Naughton, Jignesh M. Patel |
| 2019 | SIGMOD | Incremental and Approximate Inference for Faster Occlusion-based Deep CNN Explanations. | Supun Nakandala, Arun Kumar, Yannis Papakonstantinou |
| 2019 | SIGMOD | Cerebro: Efficient and Reproducible Model Selection on Deep Learning Systems. | Supun Nakandala, Yuhao Zhang, Arun Kumar |
| 2019 | SIGMOD | The ML Data Prep Zoo: Towards Semi-Automatic Data Preparation for ML. | Vraj Shah, Arun Kumar |
| 2019 | SIGMOD | Demonstration of SpeakQL: Speech-driven Multimodal Querying of Structured Data. | Vraj Shah, Side Li, Kevin Yang, Arun Kumar, Lawrence K. Saul |
| 2019 | Tencon | Deep Recurrent Architecture with Attention for Remaining Useful Life Estimation. | Ankit Das, Shaista Hussain, Feng Yang, Mohamed Salahuddin Habibullah, Arun Kumar |
| 2019 | Tencon | DeLHCA: Deep transfer learning for high-content analysis of the effects of drugs on immune cells. | Shaista Hussain, Ankit Das, Binh P. Nguyen, Mardiana Marzuki, Shuping Lin, Arun Kumar, Graham Wright, Amit Singhal |
| 2019 | VTS | Innovative Practices on In-System Test and Reliability of Memories. | S. Bandyopadhyay, J. Mekkoth, Marc Hutner, Hayk T. Grigoryan, Arun Kumar, Samvel K. Shoukourian, Grigor Tshagharyan, Yervant Zorian, Gabriele Boschi, Duccio Lazzarotti, Donato Luongo, Hanna Shaheen, Gurgen Harutyunyan |
| 2017 | AINA | Supernova and Hypernova Misbehavior Detection Scheme for Opportunistic Networks. | Sanjay K. Dhurandher, Arun Kumar, Isaac Woungang, Mohammad S. Obaidat |
| 2017 | CIDR | CEREBRO: A System to Manage Deep Learning for Relational Data Analytics. | Arun Kumar |
| 2017 | EACL | Morphological Analysis of the Dravidian Language Family. | Arun Kumar, Ryan Cotterell, Llus Padr, Antoni Oliver |
| 2017 | IM | Neev: A cognitive support agent for content improvement in hardware tickets. | Nishtha Madaan, Gautam Singh, Arun Kumar, Gargi Banerjee Dasgupta |
| 2017 | IUI | Novelty Learning via Collaborative Proximity Filtering. | Arun Kumar, Paul R. Schrater |
| 2017 | IUI | Visual Exploration of Unstructured Regulatory Documents. | Nishtha Madaan, Hima Karanam, Ankush Gupta, Nitisha Jain, Arun Kumar, Srikanth Tamilselvam |
| 2017 | KES | Managing Transition to Electrical and Autonomous Vehicles. | Milan Todorovic, Milan Simic, Arun Kumar |
| 2017 | PIMRC | Integrating PNC and RLNC for BSM dissemination in VANETs. | Minglong Zhang, Peter Han Joo Chong, Boon-Chong Seet, Saeed Ur Rehman, Arun Kumar |
| 2017 | SIGMOD | Bolt-on Differential Privacy for Scalable Stochastic Gradient Descent-based Analytics. | Xi Wu, Fengan Li, Arun Kumar, Kamalika Chaudhuri, Somesh Jha, Jeffrey F. Naughton |
| 2017 | SIGMOD | SpeakQL: Towards Speech-driven Multi-modal Querying. | Dharmil Chandarana, Vraj Shah, Arun Kumar, Lawrence K. Saul |
| 2017 | SIGMOD | Model-based Pricing: Do Not Pay for More than What You Learn! | Lingjiao Chen, Paraschos Koutris, Arun Kumar |
| 2017 | SIGMOD | Data Management in Machine Learning: Challenges, Techniques, and Systems. | Arun Kumar, Matthias Boehm, Jun Yang |
| 2017 | VMCAI | Detecting All High-Level Dataraces in an RTOS Kernel. | Suvam Mukherjee, Arun Kumar, Deepak D'Souza |
| 2016 | DASC | A Cloud-Based Network Architecture for Big Data Services. | Ming Zhao, Arun Kumar, G. G. Md. Nawaz Ali, Peter Han Joo Chong |
| 2016 | EMNLP | Morphological Segmentation Inside-Out. | Ryan Cotterell, Arun Kumar, Hinrich Schtze |
| 2016 | SIGMOD | To Join or Not to Join?: Thinking Twice about Joins before Feature Selection. | Arun Kumar, Jeffrey F. Naughton, Jignesh M. Patel, Xiaojin Zhu |
| 2015 | MMSP | Query-by-Example Spoken Term Detection using low dimensional posteriorgrams motivated by articulatory classes. | Abhimanyu Popli, Arun Kumar |
| 2015 | RANLP | Unsupervised learning of agglutinated morphology using nested Pitman-Yor process based morpheme induction algorithm. | Arun Kumar |
| 2015 | RANLP | Learning Agglutinative Morphology of Indian Languages with Linguistically Motivated Adaptor Grammars. | Arun Kumar, Llus Padr, Antoni Oliver |
| 2015 | SIGMOD | Learning Generalized Linear Models Over Normalized Data. | Arun Kumar, Jeffrey F. Naughton, Jignesh M. Patel |
| 2014 | CHI | Collaborating with communities in Africa: a hitchhikers guide. | Anicia N. Peters, Heike Winschiers-Theophilus, Kagonya Awori, Nicola J. Bidwell, Edwin H. Blake, Arun Kumar, Shilumbe Chivuno-Kuria |
| 2014 | CHI | Community centered collaborative HCI design / research in developing countries. | Anicia N. Peters, Heike Winschiers-Theophilus, Nicola J. Bidwell, Arun Kumar, Daniel O. Ochieng, Fatoumata Camara, Susan M. Dray |
| 2014 | SIGMOD | Materialization optimizations for feature selection workloads. | Ce Zhang, Arun Kumar, Christopher R |
| 2013 | CIDR | Brainwash: A Data System for Feature Engineering. | Michael R. Anderson, Dolan Antenucci, Victor Bittorf, Matthew Burgess, Michael J. Cafarella, Arun Kumar, Feng Niu, Yongjoo Park, Christopher R, Ce Zhang |
| 2013 | Interact | Vimprint: Exploring Alternative Learning through Low-End Mobiles. | Sheetal K. Agarwal, Jyoti Grover, Anupam Jain, Arun Kumar |
| 2013 | Interact | Visual Conversational Interfaces to Empower Low-Literacy Users. | Sheetal K. Agarwal, Jyoti Grover, Arun Kumar, Monia Puri, Meghna Singh, Christian Remy |
| 2013 | Interact | Supporting Voice Content Sharing among Underprivileged People in Urban India. | Christian Remy, Sheetal K. Agarwal, Arun Kumar, Saurabh Srivastava |
| 2013 | WiMob | Trust-based Security Protocol against blackhole attacks in opportunistic networks. | Sahil Gupta, Sanjay Kumar Dhurandher, Isaac Woungang, Arun Kumar, Mohammad S. Obaidat |
| 2012 | AMIA | EHR Usability: Experiments in the Voice World with a Spoken Web enabled Care Management Platform (SW-CMP). | Rema Padman, Erika Beam, Rachel Szewczyk, Arun Kumar, Amit Anil Nanavati, Pawan Khera |
| 2012 | HealthCom | A novel TDMA-based MAC protocol for mobile in-vivo body sensor networks. | Lin Lin, Kai Juan Wong, Arun Kumar, Su-Lim Tan, Soo-Jay Phee |
| 2012 | NOMS | RegSOP: A registry for service oriented programming with behavior based discovery. | Arun Kumar, Himanshu Chauhan, D. Janaki Ram |
| 2012 | SIGMOD | Towards a unified architecture for in-RDBMS analytics. | Xixuan Feng, Arun Kumar, Benjamin Recht, Christopher R |
| 2011 | CHI | Pairing devices for social interactions: a comparative usability evaluation. | Ersin Uzun, Nitesh Saxena, Arun Kumar |
| 2011 | Interspeech | A Language Independent Approach to Audio Search. | Vikram Gupta, Jitendra Ajmera, Arun Kumar, Ashish Verma |
| 2011 | IUI | Spoken Web: creation, navigation and searching of VoiceSites. | Sheetal K. Agarwal, Anupam Jain, Arun Kumar, Priyanka Manwani, Nitendra Rajput |
| 2010 | WWW | The spoken web: software development and programming through voice. | Arun Kumar, Sheetal K. Agarwal, Priyanka Manwani |
| 2010 | SIGCOMM | Flexible multimedia content retrieval using InfoNames. | Arun Kumar, Ashok Anand, Aditya Akella, Athula Balachandran, Vyas Sekar, Srinivasan Seshan |
| 2009 | Interact | Culture and Technologies for Social Interaction. | Qinying Liao, Susan R. Fussell, Sheetal K. Agarwal, Arun Kumar, Amit Anil Nanavati, Nitendra Rajput, Yingxin Pan |
| 2009 | ICTD | Content creation and dissemination by-and-for users in rural areas. | Sheetal K. Agarwal, Arun Kumar, Amit Anil Nanavati, Nitendra Rajput |
| 2009 | ICTD | FOLKSOMAPS - towards community driven intelligent maps for developing regions. | Arun Kumar, Dipanjan Chakraborty, Himanshu Chauhan, Sheetal K. Agarwal, Nitendra Rajput |
| 2009 | PERCOM | Caveat Emptor: A Comparative Study of Secure Device Pairing Methods. | Arun Kumar, Nitesh Saxena, Gene Tsudik, Ersin Uzun |
| 2008 | ASSETS | An alternative information web for visually impaired users in developing countries. | Nitendra Rajput, Sheetal K. Agarwal, Arun Kumar, Amit Anil Nanavati |
| 2008 | WWW | Information "uptrieval": exploring models for content assimilation and aggregation for developing regions. | Sheetal K. Agarwal, Arun Kumar, Sougata Mukherjea, Amit Anil Nanavati, Nitendra Rajput |
| 2008 | WWW | The world wide telecom web browser. | Sheetal K. Agarwal, Arun Kumar, Amit Anil Nanavati, Nitendra Rajput |
| 2008 | WWW | VoiKiosk: increasing reachability of kiosks in developing regions. | Sheetal K. Agarwal, Arun Kumar, Amit Anil Nanavati, Nitendra Rajput |
| 2008 | WWW | Towards a programming language for services computing. | Arun Kumar, D. Janakiram |
| 2008 | WWW | Organizing the unorganized - employing IT to empower the under-privileged. | Arun Kumar, Nitendra Rajput, Sheetal K. Agarwal, Dipanjan Chakraborty, Amit Anil Nanavati |
| 2007 | ETFA | Supply chain performance evaluation from structural and operational levels. | Zhengping Li, Xiaoxia Xu, Arun Kumar |
| 2007 | HiPC | Optimization of Collective Communication in Intra-cell MPI. | M. K. Velamati, Arun Kumar, Naresh Jayam, Ganapathy Senthilkumar, Pallav K. Baruah, Raghunath Sharma, Shakti Kapoor, Ashok Srinivasan |
| 2007 | ICCS | A Buffered-Mode MPI Implementation for the Cell BE | Arun Kumar, Ganapathy Senthilkumar, Murali Krishna, Naresh Jayam, Pallav K. Baruah, Raghunath Sharma, Ashok Srinivasan, Shakti Kapoor |
| 2007 | ICWS | An Integrated Development Environment for Web Service Composition. | Girish Chafle, Gautam Das, Koustuv Dasgupta, Arun Kumar, Sumit Mittal, Sougata Mukherjea, Biplav Srivastava |
| 2007 | ICWS | Raising Programming Abstraction from Objects to Services. | Arun Kumar, Anindya Neogi, Sateesh Pragallapati, D. Janaki Ram |
| 2007 | ISPA | A Synchronous Mode MPI Implementation on the Cell BE | Murali Krishna, Arun Kumar, Naresh Jayam, Ganapathy Senthilkumar, Pallav K. Baruah, Raghunath Sharma, Shakti Kapoor, Ashok Srinivasan |
| 2007 | WoWMoM | VOISERV: Creation and Delivery of Converged Services through Voice for Emerging Economies. | Arun Kumar, Nitendra Rajput, Dipanjan Chakraborty, Sheetal K. Agarwal, Amit Anil Nanavati |
| 2007 | SPAA | Feasibility study of MPI implementation on the heterogeneous multi-core cell BE | Arun Kumar, Naresh Jayam, Ashok Srinivasan, Ganapathy Senthilkumar, Pallav K. Baruah, Shakti Kapoor, Murali Krishna, Raghunath Sharma |
| 2006 | ICWS | Adaptation inWeb Service Composition and Execution. | Girish Chafle, Koustuv Dasgupta, Arun Kumar, Sumit Mittal, Biplav Srivastava |
| 2006 | NOMS | A Customizable Mediation Engine for Metrics Collection, Aggregation and Composition. | Arun Kumar, Vikas Agarwal |
| 2006 | VTS | Multi-Cycle Sensitizable Transition Delay Faults. | Jais Abraham, Uday Goel, Arun Kumar |
| 2005 | AAAI | Building Applications Using End to End Composition of Web Services. | Vikas Agarwal, Girish Chafle, Koustuv Dasgupta, Neeran M. Karnik, Arun Kumar, Ashish Kundu, Anupam Mediratta, Sumit Mittal, Biplav Srivastava |
| 2005 | ICASSP | Introducing Roughness in Individuality Transformation through Jitter Modeling and Modification. | Ashish Verma, Arun Kumar |
| 2005 | IM | Moving from data modeling to process modeling in CIM. | Arun Kumar, Neeran M. Karnik, Ravindranath C. K. |
| 2005 | WWW | A service creation environment based on end to end composition of Web services. | Vikas Agarwal, Koustuv Dasgupta, Neeran M. Karnik, Arun Kumar, Ashish Kundu, Sumit Mittal, Biplav Srivastava |
| 2004 | COLING | Statistical Language Modeling with Performance Benchmarks using Various Levels of Syntactic-Semantic Information. | Dharmendra Kanejiya, Arun Kumar, Surendra Prasad |
| 2004 | NOMS | An information model for metering and accounting. | Vikas Agarwal, Neeran M. Karnik, Arun Kumar |
| 2003 | ICASSP | Using phone and diphone based acoustic models for voice conversion: a step towards creating voice fonts. | Arun Kumar, Ashish Verma |
| 2003 | Interspeech | Modeling speaking rate for voice fonts. | Ashish Verma, Arun Kumar |
| 2001 | HiPC | Stream-Packing: Resource Allocation in Web Server Farms with a QoS Guarantee. | Johara Shahabuddin, Abhay Chrungoo, Vishu Gupta, Sandeep Juneja, Sanjiv Kapoor, Arun Kumar |
| 1997 | ICASSP | Natural quality variable-rate spectral speech coding below 3.0 kbps. | Engin Erzin, Arun Kumar, Allen Gersho |
| 1995 | ICCV | Gradient Flows and Geometric Active Contour Models. | Satyanad Kichenassamy, Arun Kumar, Peter J. Olver, Allen R. Tannenbaum, Anthony J. Yezzi |
| 1995 | ICIP | Optical flow: a curve evolution approach. | Arun Kumar, Allen R. Tannenbaum, Gary J. Balas |
| 1991 | CVPR | A multiscale approach for recognizing complex annotations in engineering documents. | Andrew Laine, William E. Ball, Arun Kumar |
| 1990 | ICASSP | The Frazier-Jawerth transform. | Arun Kumar, Daniel R. Fuhrmann |