| 2026 | ICPR | Enhancing MLOps Efficiency Through Distributionally Invariant Models. | Sanyog Dewani, Sambit Das, Aman Gulati, Purav Aggarwal, Vikalp Gajbhiye, Srujana Merugu |
| 2025 | NAACL | Towards Robust Knowledge Representations in Multilingual LLMs for Equivalence and Inheritance based Consistent Reasoning. | Gaurav Arora, Srujana Merugu, Shreya Jain, Vaibhav Saxena |
| 2025 | NAACL | RxLens: Multi-Agent LLM-powered Scan and Order for Pharmacy. | Akshay Jagatap, Srujana Merugu, Prakash Mandayam Comar |
| 2025 | NAACL | Diverse In-Context Example Selection After Decomposing Programs and Aligned Utterances Improves Semantic Parsing. | Mayank Kothyari, Sunita Sarawagi, Soumen Chakrabarti, Gaurav Arora, Srujana Merugu |
| 2025 | WWW | Uncertainty-Aware Fusion: An Ensemble Framework for Mitigating Hallucinations in Large Language Models. | Prasenjit Dey, Srujana Merugu, Sivaramakrishnan R. Kaveri |
| 2024 | CIKM | Boosting Entity Recognition by leveraging Cross-task Domain Models for Weak Supervision. | Sanjay Agrawal, Srujana Merugu, Vivek Sembium |
| 2024 | EMNLP | Intent Detection in the Age of LLMs. | Gaurav Arora, Shreya Jain, Srujana Merugu |
| 2024 | ICLR | Leveraging Uncertainty Estimates To Improve Classifier Performance. | Gundeep Arora, Srujana Merugu, Anoop Saladi, Rajeev Rastogi |
| 2024 | WWW | Improving Search for New Product Categories via Synthetic Query Generation Strategies. | Akshay Jagatap, Srujana Merugu, Prakash Mandayam Comar |
| 2023 | ACL | CoMix: Guide Transformers to Code-Mix using POS structure and Phonetics. | Gaurav Arora, Srujana Merugu, Vivek Sembium |
| 2023 | ACL | Automated Digitization of Unstructured Medical Prescriptions. | Megha Sharma, Tushar Vatsal, Srujana Merugu, Aruna Rajan |
| 2023 | CIKM | Enhancing E-commerce Product Search through Reinforcement Learning-Powered Query Reformulation. | Sanjay Agrawal, Srujana Merugu, Vivek Sembium |
| 2021 | COMAD | Adaptive COVID-19 Forecasting via Bayesian Optimization. | Nayana Bannur, Harsh Maheshwari, Sansiddh Jain, Shreyas Shetty, Srujana Merugu, Alpan Raval |
| 2017 | RecSys | Recommending Product Sizes to Customers. | Vivek Sembium, Rajeev Rastogi, Atul Saroop, Srujana Merugu |
| 2013 | CIKM | Reconciliation of categorical opinions from multiple sources. | Adway Mitra, Srujana Merugu |
| 2011 | WWW | Smart news feeds for social networks using scalable joint latent factor models. | Himabindu Lakkaraju, Angshu Rai, Srujana Merugu |
| 2011 | WSDM | Collective extraction from heterogeneous web lists. | Ashwin Machanavajjhala, Arun Shankar Iyer, Philip Bohannon, Srujana Merugu |
| 2011 | SDM | Exploiting Coherence for the Simultaneous Discovery of Latent Facets and associated Sentiments. | Himabindu Lakkaraju, Chiranjib Bhattacharyya, Indrajit Bhattacharya, Srujana Merugu |
| 2010 | CIKM | The anatomy of a click: modeling user behavior on web information systems. | Kunal Punera, Srujana Merugu |
| 2009 | PODS | A web of concepts. | Nilesh N. Dalvi, Ravi Kumar, Bo Pang, Raghu Ramakrishnan, Andrew Tomkins, Philip Bohannon, S. Sathiya Keerthi, Srujana Merugu |
| 2007 | KDD | Predictive discrete latent factor models for large scale dyadic data. | Deepak Agarwal, Srujana Merugu |
| 2007 | SDM | Multi-way Clustering on Relation Graphs. | Arindam Banerjee, Sugato Basu, Srujana Merugu |
| 2006 | KDD | A new multi-view regression approach with an application to customer wallet estimation. | Srujana Merugu, Saharon Rosset, Claudia Perlich |
| 2005 | ICDM | A Scalable Collaborative Filtering Framework Based on Co-Clustering. | Thomas George, Srujana Merugu |
| 2005 | KDD | A distributed learning framework for heterogeneous data sources. | Srujana Merugu, Joydeep Ghosh |
| 2004 | ICML | An information theoretic analysis of maximum likelihood mixture estimation for exponential families. | Arindam Banerjee, Inderjit S. Dhillon, Joydeep Ghosh, Srujana Merugu |
| 2004 | KDD | A generalized maximum entropy approach to bregman co-clustering and matrix approximation. | Arindam Banerjee, Inderjit S. Dhillon, Joydeep Ghosh, Srujana Merugu, Dharmendra S. Modha |
| 2004 | SDM | Clustering with Bregman Divergences. | Arindam Banerjee, Srujana Merugu, Inderjit S. Dhillon, Joydeep Ghosh |
| 2003 | ICDM | Privacy-preserving Distributed Clustering using Generative Models. | Srujana Merugu, Joydeep Ghosh |