Srujana Merugu

42 papers A* 10A 10Journal 11Unranked 11

Year	Rank	Type	Title / Venue / Authors
2025	—	`conf`	Diverse In-Context Example Selection After Decomposing Programs and Aligned Utterances Improves Semantic Parsing. NAACL (Long Papers) Mayank Kothyari, Sunita Sarawagi, Soumen Chakrabarti, Gaurav Arora, Srujana Merugu
2025	J	`jnl`	Diverse In-Context Example Selection After Decomposing Programs and Aligned Utterances Improves Semantic Parsing. CoRR Mayank Kothyari, Sunita Sarawagi, Soumen Chakrabarti, Gaurav Arora, Srujana Merugu
2025	—	`conf`	RxLens: Multi-Agent LLM-powered Scan and Order for Pharmacy. NAACL (Industry Track) Akshay Jagatap, Srujana Merugu, Prakash Mandayam Comar
2025	—	`conf`	Towards Robust Knowledge Representations in Multilingual LLMs for Equivalence and Inheritance based Consistent Reasoning. NAACL (Long Papers) Gaurav Arora, Srujana Merugu, Shreya Jain, Vaibhav Saxena
2025	—	`conf`	Uncertainty-Aware Fusion: An Ensemble Framework for Mitigating Hallucinations in Large Language Models. WWW (Companion Volume) Prasenjit Dey, Srujana Merugu, Sivaramakrishnan R. Kaveri
2025	J	`jnl`	Uncertainty-Aware Fusion: An Ensemble Framework for Mitigating Hallucinations in Large Language Models. CoRR Prasenjit Dey, Srujana Merugu, Sivaramakrishnan R. Kaveri
2024	A	`conf`	Boosting Entity Recognition by leveraging Cross-task Domain Models for Weak Supervision. CIKM Sanjay Agrawal, Srujana Merugu, Vivek Sembium
2024	—	`conf`	Improving Search for New Product Categories via Synthetic Query Generation Strategies. WWW (Companion Volume) Akshay Jagatap, Srujana Merugu, Prakash Mandayam Comar
2024	—	`conf`	Intent Detection in the Age of LLMs. EMNLP (Industry Track) Gaurav Arora, Shreya Jain, Srujana Merugu
2024	J	`jnl`	Intent Detection in the Age of LLMs. CoRR Gaurav Arora, Shreya Jain, Srujana Merugu
2024	A*	`conf`	Leveraging Uncertainty Estimates To Improve Classifier Performance. ICLR Gundeep Arora, Srujana Merugu, Anoop Saladi, Rajeev Rastogi
2024	J	`jnl`	Towards Robust Knowledge Representations in Multilingual LLMs for Equivalence and Inheritance based Consistent Reasoning. CoRR Gaurav Arora, Srujana Merugu, Shreya Jain, Vaibhav Saxena
2023	—	`conf`	Automated Digitization of Unstructured Medical Prescriptions. ACL (industry) Megha Sharma, Tushar Vatsal, Srujana Merugu, Aruna Rajan
2023	—	`conf`	CoMix: Guide Transformers to Code-Mix using POS structure and Phonetics. ACL (Findings) Gaurav Arora, Srujana Merugu, Vivek Sembium
2023	A*	`conf`	Conformal Prediction Sets for Ordinal Classification. NeurIPS Prasenjit Dey, Srujana Merugu, Sivaramakrishnan R. Kaveri
2023	A	`conf`	Enhancing E-commerce Product Search through Reinforcement Learning-Powered Query Reformulation. CIKM Sanjay Agrawal, Srujana Merugu, Vivek Sembium
2023	J	`jnl`	Leveraging Uncertainty Estimates To Improve Classifier Performance. CoRR Gundeep Arora, Srujana Merugu, Anoop Saladi, Rajeev Rastogi
2022	A	`conf`	Walking with PACE - Personalized and Automated Coaching Engine. UMAP Madhurima Vardhan, Narayan Hegde, Srujana Merugu, Shantanu Prabhat, Deepak Nathani, Martin Seneviratne, Nur Muhammad, Pranay Reddy, Sriram Lakshminarasimhan, Rahul Singh, Karina Lorenzana, Eshan Motwani, Partha Talukdar, Aravindan Raghuveer
2021	—	`conf`	Adaptive COVID-19 Forecasting via Bayesian Optimization. COMAD/CODS Nayana Bannur, Harsh Maheshwari, Sansiddh Jain, Shreyas Shetty, Srujana Merugu, Alpan Raval
2021	J	`jnl`	Interpretability of Epidemiological Models : The Curse of Non-Identifiability. CoRR Ayush Deva, Siddhant Shingi, Avtansh Tiwari, Nayana Bannur, Sansiddh Jain, Jerome White, Alpan Raval, Srujana Merugu
2020	J	`jnl`	COVID-19: Strategies for Allocation of Test Kits. CoRR Arpita Biswas, Shruthi Bannur, Prateek Jain, Srujana Merugu
2017	A	`conf`	Recommending Product Sizes to Customers. RecSys Vivek Sembium, Rajeev Rastogi, Atul Saroop, Srujana Merugu
2013	A	`conf`	Reconciliation of categorical opinions from multiple sources. CIKM Adway Mitra, Srujana Merugu
2011	A	`conf`	Collective extraction from heterogeneous web lists. WSDM Ashwin Machanavajjhala, Arun Shankar Iyer, Philip Bohannon, Srujana Merugu
2011	A	`conf`	Exploiting Coherence for the Simultaneous Discovery of Latent Facets and associated Sentiments. SDM Himabindu Lakkaraju, Chiranjib Bhattacharyya, Indrajit Bhattacharya, Srujana Merugu
2011	—	`conf`	Smart news feeds for social networks using scalable joint latent factor models. WWW (Companion Volume) Himabindu Lakkaraju, Angshu Rai, Srujana Merugu
2010	A	`conf`	The anatomy of a click: modeling user behavior on web information systems. CIKM Kunal Punera, Srujana Merugu
2009	A*	`conf`	A web of concepts. PODS Nilesh N. Dalvi, Ravi Kumar, Bo Pang, Raghu Ramakrishnan, Andrew Tomkins, Philip Bohannon, S. Sathiya Keerthi, Srujana Merugu
2008	—	`conf`	Organizing Committee. AAAI Spring Symposium: Social Information Processing Kristina Lerman, David Gutelius, Bernardo A. Huberman, Srujana Merugu
2008	J	`jnl`	Purple SOX extraction management system. SIGMOD Rec. Philip Bohannon, Srujana Merugu, Cong Yu, Vipul Agarwal, Pedro DeRose, Arun Shankar Iyer, Ankur Jain, Vinay Kakade, Mridul Muralidharan, Raghu Ramakrishnan, Warren Shen
2007	J	`jnl`	A Generalized Maximum Entropy Approach to Bregman Co-clustering and Matrix Approximation. J. Mach. Learn. Res. Arindam Banerjee, Inderjit S. Dhillon, Joydeep Ghosh, Srujana Merugu, Dharmendra S. Modha
2007	A	`conf`	Multi-way Clustering on Relation Graphs. SDM Arindam Banerjee, Sugato Basu, Srujana Merugu
2007	A*	`conf`	Predictive discrete latent factor models for large scale dyadic data. KDD Deepak Agarwal, Srujana Merugu
2006	A*	`conf`	A new multi-view regression approach with an application to customer wallet estimation. KDD Srujana Merugu, Saharon Rosset, Claudia Perlich
2005	A*	`conf`	A Scalable Collaborative Filtering Framework Based on Co-Clustering. ICDM Thomas George, Srujana Merugu
2005	A*	`conf`	A distributed learning framework for heterogeneous data sources. KDD Srujana Merugu, Joydeep Ghosh
2005	J	`jnl`	A privacy-sensitive approach to distributed clustering. Pattern Recognit. Lett. Srujana Merugu, Joydeep Ghosh
2005	J	`jnl`	Clustering with Bregman Divergences. J. Mach. Learn. Res. Arindam Banerjee, Srujana Merugu, Inderjit S. Dhillon, Joydeep Ghosh
2004	A*	`conf`	A generalized maximum entropy approach to bregman co-clustering and matrix approximation. KDD Arindam Banerjee, Inderjit S. Dhillon, Joydeep Ghosh, Srujana Merugu, Dharmendra S. Modha
2004	A*	`conf`	An information theoretic analysis of maximum likelihood mixture estimation for exponential families. ICML Arindam Banerjee, Inderjit S. Dhillon, Joydeep Ghosh, Srujana Merugu
2004	A	`conf`	Clustering with Bregman Divergences. SDM Arindam Banerjee, Srujana Merugu, Inderjit S. Dhillon, Joydeep Ghosh
2003	A*	`conf`	Privacy-preserving Distributed Clustering using Generative Models. ICDM Srujana Merugu, Joydeep Ghosh