| 2026 | ICAART | MPSync: A Parallel Framework for Set-Wise Clustering and Classification on Large-Scale and Multi-Port Data Streams. | Aarti, Jagat Sesh Challa, Mridul Chandak, Utkarsh Darolia, Kanav Kapoor, Navneet Goyal, Poonam Goyal |
| 2025 | DSAA | SpInN: A Time Series Foundation Model for Spectral Indices Recommendation for Earth Observation Applications Using Satellite Data. | Arshveer Kaur, Poonam Goyal, Vansh Bansal, Deep Pandya, Navneet Goyal |
| 2025 | EMNLP | NIM: Neuro-symbolic Ideographic Metalanguage for Inclusive Communication. | Prawaal Sharma, Poonam Goyal, Navneet Goyal, Vidisha Sharma |
| 2024 | AAAI | Efficient Representation Learning of Satellite Image Time Series and Their Fusion for Spatiotemporal Applications. | Poonam Goyal, Arshveer Kaur, Arvind Ram, Navneet Goyal |
| 2024 | EACL | VOLTAGE: A Versatile Contrastive Learning based OCR Methodology for ultra low-resource scripts through Auto Glyph Feature Extraction. | Prawaal Sharma, Poonam Goyal, Vidisha Sharma, Navneet Goyal |
| 2024 | ICAART | A Hierarchical Anytime k-NN Classifier for Large-Scale High-Speed Data Streams. | Aarti, Jagat Sesh Challa, Hrishikesh Harsh, Utkarsh Darolia, Mansi Agarwal, Raghav Chaudhary, Navneet Goyal, Poonam Goyal |
| 2023 | DSAA | Utilizing MODIS Fire Mask for Predicting Forest Fires Using Landsat-9/8 and Meteorological Data. | Yash Gupta, Navneet Goyal, Vishal John Varghese, Poonam Goyal |
| 2023 | DSAA | LSFuseNet: Dual-Fusion of Landsat-8 and Sentinel-2 Multispectral Time Series for Permutation Invariant Applications. | Arshveer Kaur, Poonam Goyal, Navneet Goyal |
| 2023 | SAC | Multimodal Semantographic Metalanguage (MSM): A novel methodology for digital enablement of semi-literates. | Prawaal Sharma, Navneet Goyal, Poonam Goyal |
| 2023 | SAC | A fully automated and scalable Parallel Data Augmentation for Low Resource Languages using image and text analytics. | Prawaal Sharma, Navneet Goyal, Poonam Goyal, Vishnupriyan R |
| 2022 | COMSNETS | Android Web Security Solution using Cross-device Federated Learning. | A. K. Singh, Navneet Goyal |
| 2021 | ADC | Twitter Data Modelling and Provenance Support for Key-Value Pair Databases. | Asma Rani, Navneet Goyal, Shashi K. Gadia |
| 2021 | COMAD | Provenance Framework for Twitter Data using Zero-Information Loss Graph Database. | Asma Rani, Navneet Goyal, Shashi K. Gadia |
| 2019 | CLUSTER | μDBSCAN: An Exact Scalable DBSCAN Algorithm for Big Data Exploiting Spatial Locality. | Aditya Sarma, Poonam Goyal, Sonal Kumari, Anand Wani, Jagat Sesh Challa, Saiyedul Islam, Navneet Goyal |
| 2019 | COMSNETS | A Comparison of Machine Learning Attributes for Detecting Malicious Websites. | A. K. Singh, Navneet Goyal |
| 2019 | DSAA | A Rapid Prototyping Approach for High Performance Density-Based Clustering. | Saiyedul Islam, Sundar Balasubramaniam, Poonam Goyal, Ankit Sultana, Lakshit Bhutani, Saurabh Raje, Navneet Goyal |
| 2018 | DAS | Optical Character Recognition for Sanskrit Using Convolution Neural Networks. | Avadesh Meduri, Navneet Goyal |
| 2018 | DSAA | Pattern-Based Automatic Parallelization of Representative-Based Clustering Algorithms. | Saiyedul Islam, Sundar Balasubramaniam, Shruti Gupta, Shikhar Brajesh, Rohan Badlani, Nitin Labhishetty, Abhinav Baid, Poonam Goyal, Navneet Goyal |
| 2017 | ICDCIT | A Domain Specific Language for Clustering. | Saiyedul Islam, Sundar Balasubramaniam, Poonam Goyal, Mohit Sati, Navneet Goyal |
| 2017 | ICDCIT | MalCrawler: A Crawler for Seeking and Crawling Malicious Websites. | A. K. Singh, Navneet Goyal |
| 2017 | ICDCN | Exact, Fast and Scalable Parallel DBSCAN for Commodity Platforms. | Sonal Kumari, Poonam Goyal, Ankit Sood, Dhruv Kumar, Sundar Balasubramaniam, Navneet Goyal |
| 2016 | CLUSTER | Spatial Locality Aware, Fast, and Scalable SLINK Algorithm for Commodity Clusters. | Poonam Goyal, Sonal Kumari, Sumit Sharma, Vivek Kishore, Navneet Goyal, Sundar Balasubramaniam |
| 2016 | DSAA | A Parallel Framework for Grid-Based Bottom-Up Subspace Clustering. | Poonam Goyal, Sonal Kumari, Shubham Singh, Vivek Kishore, Sundar Balasubramaniam, Navneet Goyal |
| 2016 | HiPC | A High Performance Computing Framework for Data Mining. | Navneet Goyal, Sundar Balasubramaniam, Poonam Goyal, Saiyedul Islam, Mohit Sati |
| 2016 | HiPC | Scalable Parallel Algorithms for Shared Nearest Neighbor Clustering. | Sonal Kumari, Saurabh Maurya, Poonam Goyal, Sundar Balasubramaniam, Navneet Goyal |
| 2016 | HPCC | A Fast, Scalable SLINK Algorithm for Commodity Cluster Computing Exploiting Spatial Locality. | Poonam Goyal, Sonal Kumari, Sumit Sharma, Dhruv Kumar, Vivek Kishore, Sundar Balasubramaniam, Navneet Goyal |
| 2015 | ICDCN | Parallelizing OPTICS for Commodity Clusters. | Poonam Goyal, Sonal Kumari, Dhruv Kumar, Sundar Balasubramaniam, Navneet Goyal, Saiyedul Islam, Jagat Sesh Challa |
| 2011 | TrustCom | Phase-Wise Clustering of Time Series Gene Expression Data. | Poonam Goyal, Navneet Goyal, Rohan Sunil Karwa, Matthew John |
| 2009 | MOMM | Designing self-adaptive websites using online hotlink assignment algorithm. | Poonam Goyal, Navneet Goyal, Ashish Gupta, T. S. Rahul |
| 2006 | CIT | Improved Bitmap Indexing Strategy for Data Warehouses. | Navneet Goyal, Susheel Kumar Zaveri, Yashvardhan Sharma |