| 2025 | ACL | Semantic alignment in hyperbolic space for fine-grained emotion classification. | Ashish Kumar, Durga Toshniwal |
| 2025 | ACL | HyILR: Hyperbolic Instance-Specific Local Relationships for Hierarchical Text Classification. | Ashish Kumar, Durga Toshniwal |
| 2025 | ICDM | HiSLR: Sample-Specific Relationships in Hyperbolic Space for Hierarchical Text Classification. | Ashish Kumar, Durga Toshniwal |
| 2024 | DSAA | Local Hierarchy-Aware Text-Label Association for Hierarchical Text Classification. | Ashish Kumar, Durga Toshniwal |
| 2024 | DSAA | Forecasting Dissolved Oxygen Based on Two-Stage Decomposition with BiLSTM-Attention and weighted Huber Loss Function. | Neha Pant, Durga Toshniwal, Bhola Ram Gurjar |
| 2022 | AAAI | AI-Driven Road Condition Monitoring across Multiple Nations. | Deeksha Arya, Sanjay Kumar Ghosh, Durga Toshniwal |
| 2022 | CIKM | Neuron Specific Pruning for Communication Efficient Federated Learning. | Gaurav Kumar, Durga Toshniwal |
| 2018 | DaWaK | Location Prediction Using Sentiments of Twitter Users. | Ritu Singh, Durga Toshniwal |
| 2018 | ICCSA | Predicting Particulate Matter for Assessing Air Quality in Delhi Using Meteorological Features. | Apeksha Aggarwal, Durga Toshniwal |
| 2018 | ICDM | Spatio-Temporal Frequent Itemset Mining on Web Data. | Apeksha Aggarwal, Durga Toshniwal |
| 2017 | SERVICES | Extracting Patterns and Variations in Air Quality of Four Tier I Cities in India. | Alka Yadav, Durga Toshniwal |
| 2015 | BigData | How Has Twitter Changed the Event Discussion Scenario? A Spatio-temporal Diffusion Analysis. | Purva Pruthi, Anu Yadav, Farheen Abbasi, Durga Toshniwal |
| 2014 | BigData | Trend Analysis of Time Series Data Using Data Mining Techniques. | Arpit Baheti, Durga Toshniwal |
| 2014 | IDEAL | EventStory: Event Detection Using Twitter Stream Based on Locality. | Sorab Bisht, Durga Toshniwal |
| 2014 | KES | Aspect based Summarization of Context Dependent Opinion Words. | Hitesh Kansal, Durga Toshniwal |
| 2013 | ICCSA | Smart Phone Based Indoor Pedestrian Localization System. | Lokesh Agrawal, Durga Toshniwal |
| 2013 | KES | Feature based Summarization of Customers' Reviews of Online Products. | Kushal Bafna, Durga Toshniwal |
| 2013 | WWW | Sub-event detection during natural hazards using features of social media data. | Dhekar Abhik, Durga Toshniwal |
| 2013 | SEKE | Smart Phone Based Indoor Pedestrian Localization System (S). | Lokesh Agrawal, Durga Toshniwal |
| 2012 | ISDA | A framework for classification using genetic algorithm based clustering. | Satish Gajawada, Durga Toshniwal |
| 2012 | ISDA | Unsupervised outlier detection in streaming data using weighted clustering. | Yogita Thakran, Durga Toshniwal |
| 2009 | IKE | A Hierarchical Clustering Scheme for Unstructured Text Data. | Durga Toshniwal, Rishiraj Saha Roy |
| 2009 | IV | Privacy Preserving Sequential Pattern Mining in Progressive Databases Using Noisy Data. | Amruta Mhatre, Mridula Verma, Durga Toshniwal |
| 2005 | ADC | Finding Similarity in Time Series Data by Method of Time Weighted Moments. | Durga Toshniwal, Ramesh C. Joshi |
| 2004 | ICMLA | Similarity search in time series databases using moments. | Durga Toshniwal, Ramesh Chandra Joshi |