| 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 |
| 2025 | PRICAI | DEF-YOLO: Leveraging YOLO for Concealed Weapon Detection in Thermal Imaging. | Divya Bhardwaj, Arnav Ramamoorthy, Poonam Goyal |
| 2025 | WACV | AdQuestA: Knowledge-Guided Visual Question Answer Framework for Advertisements. | Neha Choudhary, Poonam Goyal, Devashish Siwatch, Atharva Chandak, Harsh Mahajan, Varun Khurana, Yaman Kumar |
| 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 |
| 2024 | ICPR | Leveraging Dual Encoders with Feature Disentanglement for Anomaly Detection in Thermal Videos. | Divya Bhardwaj, Anishka Singh, Sparsh Goenka, 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 |
| 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 | 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 | 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 | 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 | AusDM | Concept Based Query Recommendation. | Poonam Goyal, N. Mehala |
| 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 |