Audience Validation from Demographic Mix and Insufficient Individual Data. - Wreetabrata Kar; Sarathkrishna Swaminathan; Viswanathan Swaminathan 001 (ISM, 2016)

Continuous Kernel Learning. - John Moeller; Vivek Srikumar; Sarathkrishna Swaminathan; Suresh Venkatasubramanian; Dustin Webb (ECML/PKDD (2), 2016)

A Unified View of Localized Kernel Learning. - John Moeller; Sarathkrishna Swaminathan; Suresh Venkatasubramanian (SDM, 2016)

Audience Validation in Online Media Using Limited Behavioral Data and Demographic Mix. - Wreetabrata Kar; Sarathkrishna Swaminathan; Viswanathan Swaminathan 001 (Int. J. Semantic Comput., 2017)

X-FACTOR: A Cross-metric Evaluation of Factual Correctness in Abstractive Summarization. - Subhajit Chaudhury; Sarathkrishna Swaminathan; R. Chulaka Gunasekara; Maxwell Crouse; Srinivas Ravishankar; Daiki Kimura; Keerthiram Murugesan; Ramón Fernandez Astudillo; Tahira Naseem; Pavan Kapanipathi; Alexander Gray 001 (EMNLP, 2022)

Learning Symbolic Rules over Abstract Meaning Representations for Textual Reinforcement Learning. - Subhajit Chaudhury; Sarathkrishna Swaminathan; Daiki Kimura; Prithviraj Sen; Keerthiram Murugesan; Rosario Uceda-Sosa; Michiaki Tatsubori; Achille Fokoue; Pavan Kapanipathi; Asim Munawar; Alexander Gray 001 (ACL (1), 2023)

MISMATCH: Fine-grained Evaluation of Machine-generated Text with Mismatch Error Types. - Keerthiram Murugesan; Sarathkrishna Swaminathan; Soham Dan; Subhajit Chaudhury; R. Chulaka Gunasekara; Maxwell Crouse; Diwakar Mahajan; Ibrahim Abdelaziz; Achille Fokoue; Pavan Kapanipathi; Salim Roukos; Alexander Gray 001 (ACL (Findings), 2023)

A Grounded Preference Model for LLM Alignment. - Tahira Naseem; Guangxuan Xu; Sarathkrishna Swaminathan; Asaf Yehudai; Subhajit Chaudhury; Radu Florian; Ramón Fernandez Astudillo; Asim Munawar (ACL (Findings), 2024)

Larimar: Large Language Models with Episodic Memory Control. - Payel Das; Subhajit Chaudhury; Elliot Nelson; Igor Melnyk; Sarathkrishna Swaminathan; Sihui Dai; Aurélie C. Lozano; Georgios Kollias; Vijil Chenthamarakshan; Jirí Navrátil 001; Soham Dan; Pin-Yu Chen (ICML, 2024)

A Neuro-Symbolic Approach to Multi-Agent RL for Interpretability and Probabilistic Decision Making. - Chitra Subramanian; Miao Liu; Naweed Khan; Jonathan Lenchner; Aporva Amarnath; Sarathkrishna Swaminathan; Ryan Riegel; Alexander Gray 001 (CoRR, 2024)

Detectors for Safe and Reliable LLMs: Implementations, Uses, and Limitations. - Swapnaja Achintalwar; Adriana Alvarado Garcia; Ateret Anaby-Tavor; Ioana Baldini; Sara E. Berger; Bishwaranjan Bhattacharjee; Djallel Bouneffouf 001; Subhajit Chaudhury; Pin-Yu Chen; Lamogha Chiazor; Elizabeth M. Daly; Rogério Abreu de Paula; et al. (CoRR, 2024)

EpMAN: Episodic Memory AttentioN for Generalizing to Longer Contexts. - Subhajit Chaudhury; Payel Das; Sarathkrishna Swaminathan; Georgios Kollias; Elliot Nelson; Khushbu Pahwa; Tejaswini Pedapati; Igor Melnyk; Matthew Riemer (ACL (1), 2025)

AccFG: Accurate Functional Group Extraction and Molecular Structure Comparison. - Xuan Liu 009; Sarathkrishna Swaminathan; Dmitry Zubarev; Brandi Ransom; Nathaniel Park; Kristin Schmidt; Huimin Zhao 007 (J. Chem. Inf. Model., 2025)