Privacy-preserving Distributed Clustering using Generative Models. - Srujana Merugu; Joydeep Ghosh (ICDM, 2003)

An information theoretic analysis of maximum likelihood mixture estimation for exponential families. - Arindam Banerjee 001; Inderjit S. Dhillon; Joydeep Ghosh; Srujana Merugu (ICML, 2004)

A Scalable Collaborative Filtering Framework Based on Co-Clustering. - Thomas George; Srujana Merugu (ICDM, 2005)

A distributed learning framework for heterogeneous data sources. - Srujana Merugu; Joydeep Ghosh (KDD, 2005)

Clustering with Bregman Divergences. - Arindam Banerjee 001; Srujana Merugu; Inderjit S. Dhillon; Joydeep Ghosh (J. Mach. Learn. Res., 2005)

A privacy-sensitive approach to distributed clustering. - Srujana Merugu; Joydeep Ghosh (Pattern Recognit. Lett., 2005)

A new multi-view regression approach with an application to customer wallet estimation. - Srujana Merugu; Saharon Rosset; Claudia Perlich (KDD, 2006)

Predictive discrete latent factor models for large scale dyadic data. - Deepak Agarwal; Srujana Merugu (KDD, 2007)

Multi-way Clustering on Relation Graphs. - Arindam Banerjee 001; Sugato Basu; Srujana Merugu (SDM, 2007)

A Generalized Maximum Entropy Approach to Bregman Co-clustering and Matrix Approximation. - Arindam Banerjee 001; Inderjit S. Dhillon; Joydeep Ghosh; Srujana Merugu; Dharmendra S. Modha (J. Mach. Learn. Res., 2007)

Organizing Committee. - Kristina Lerman; David Gutelius; Bernardo A. Huberman; Srujana Merugu (AAAI Spring Symposium: Social Information Processing, 2008)

Purple SOX extraction management system. - Philip Bohannon; Srujana Merugu; Cong Yu 001; Vipul Agarwal; Pedro DeRose; Arun Shankar Iyer; Ankur Jain; Vinay Kakade; Mridul Muralidharan; Raghu Ramakrishnan 001; Warren Shen (SIGMOD Rec., 2008)

A web of concepts. - Nilesh N. Dalvi; Ravi Kumar 001; Bo Pang 001; Raghu Ramakrishnan 001; Andrew Tomkins; Philip Bohannon; S. Sathiya Keerthi; Srujana Merugu (PODS, 2009)

The anatomy of a click: modeling user behavior on web information systems. - Kunal Punera; Srujana Merugu (CIKM, 2010)

Exploiting Coherence for the Simultaneous Discovery of Latent Facets and associated Sentiments. - Himabindu Lakkaraju; Chiranjib Bhattacharyya; Indrajit Bhattacharya; Srujana Merugu (SDM, 2011)

Collective extraction from heterogeneous web lists. - Ashwin Machanavajjhala; Arun Shankar Iyer; Philip Bohannon; Srujana Merugu (WSDM, 2011)

Smart news feeds for social networks using scalable joint latent factor models. - Himabindu Lakkaraju; Angshu Rai; Srujana Merugu (WWW (Companion Volume), 2011)

Reconciliation of categorical opinions from multiple sources. - Adway Mitra; Srujana Merugu (CIKM, 2013)

Recommending Product Sizes to Customers. - Vivek Sembium; Rajeev Rastogi; Atul Saroop; Srujana Merugu (RecSys, 2017)

COVID-19: Strategies for Allocation of Test Kits. - Arpita Biswas; Shruthi Bannur; Prateek Jain; Srujana Merugu (CoRR, 2020)

Adaptive COVID-19 Forecasting via Bayesian Optimization. - Nayana Bannur; Harsh Maheshwari; Sansiddh Jain; Shreyas Shetty; Srujana Merugu; Alpan Raval (COMAD/CODS, 2021)

Interpretability of Epidemiological Models : The Curse of Non-Identifiability. - Ayush Deva; Siddhant Shingi; Avtansh Tiwari; Nayana Bannur; Sansiddh Jain; Jerome White; Alpan Raval; Srujana Merugu (CoRR, 2021)

Walking with PACE - Personalized and Automated Coaching Engine. - Madhurima Vardhan; Narayan Hegde; Srujana Merugu; Shantanu Prabhat; Deepak Nathani; Martin Seneviratne; Nur Muhammad; Pranay Reddy; Sriram Lakshminarasimhan; Rahul Singh; Karina Lorenzana; Eshan Motwani; et al. (UMAP, 2022)

CoMix: Guide Transformers to Code-Mix using POS structure and Phonetics. - Gaurav Arora; Srujana Merugu; Vivek Sembium (ACL (Findings), 2023)

Automated Digitization of Unstructured Medical Prescriptions. - Megha Sharma; Tushar Vatsal; Srujana Merugu; Aruna Rajan (ACL (industry), 2023)

Enhancing E-commerce Product Search through Reinforcement Learning-Powered Query Reformulation. - Sanjay Agrawal 006; Srujana Merugu; Vivek Sembium (CIKM, 2023)

Conformal Prediction Sets for Ordinal Classification. - Prasenjit Dey; Srujana Merugu; Sivaramakrishnan R. Kaveri (NeurIPS, 2023)

Boosting Entity Recognition by leveraging Cross-task Domain Models for Weak Supervision. - Sanjay Agrawal 006; Srujana Merugu; Vivek Sembium (CIKM, 2024)

Intent Detection in the Age of LLMs. - Gaurav Arora; Shreya Jain; Srujana Merugu (EMNLP (Industry Track), 2024)

Leveraging Uncertainty Estimates To Improve Classifier Performance. - Gundeep Arora; Srujana Merugu; Anoop Saladi; Rajeev Rastogi (ICLR, 2024)

Improving Search for New Product Categories via Synthetic Query Generation Strategies. - Akshay Jagatap; Srujana Merugu; Prakash Mandayam Comar (WWW (Companion Volume), 2024)

Towards Robust Knowledge Representations in Multilingual LLMs for Equivalence and Inheritance based Consistent Reasoning. - Gaurav Arora; Srujana Merugu; Shreya Jain; Vaibhav Saxena (NAACL (Long Papers), 2025)

RxLens: Multi-Agent LLM-powered Scan and Order for Pharmacy. - Akshay Jagatap; Srujana Merugu; Prakash Mandayam Comar (NAACL (Industry Track), 2025)

Diverse In-Context Example Selection After Decomposing Programs and Aligned Utterances Improves Semantic Parsing. - Mayank Kothyari; Sunita Sarawagi; Soumen Chakrabarti; Gaurav Arora; Srujana Merugu (NAACL (Long Papers), 2025)

Uncertainty-Aware Fusion: An Ensemble Framework for Mitigating Hallucinations in Large Language Models. - Prasenjit Dey; Srujana Merugu; Sivaramakrishnan R. Kaveri (WWW (Companion Volume), 2025)