Ground: A Data Context Service. - Joseph M. Hellerstein; Vikram Sreekanti; Joseph E. Gonzalez; James Dalton; Akon Dey; Sreyashi Nag; Krishna Ramachandran; Sudhanshu Arora; Arka Bhattacharyya; Shirshanka Das; Mark Donsky; Gabriel Fierro; et al. (CIDR, 2017)

A Big Data Analysis Framework Using Apache Spark and Deep Learning. - Anand Gupta; Hardeo Kumar Thakur; Ritvik Shrivastava; Pulkit Kumar; Sreyashi Nag (ICDM Workshops, 2017)

Supervised Contextual Embeddings for Transfer Learning in Natural Language Processing Tasks. - Mihir Kale; Aditya Siddhant; Sreyashi Nag; Radhika Parik; Matthias Grabmair; Anthony Tomasic (CoRR, 2019)

Incorporating Bilingual Dictionaries for Low Resource Semi-Supervised Neural Machine Translation. - Sreyashi Nag; Mihir Kale; Varun Lakshminarasimhan; Swapnil Singhavi (CoRR, 2020)

Multi-class instance-incremental framework for classification in fully dynamic graphs. - Hardeo Kumar Thakur; Anand Gupta; Sreyashi Nag; Ritvik Shrivastava (Int. J. Comput. Sci. Eng., 2020)

Letter from the Special Issue Editor. - Bing Yin; Sreyashi Nag (IEEE Data Eng. Bull., 2021)

ROSE: Robust Caches for Amazon Product Search. - Chen Luo 003; Vihan Lakshman; Anshumali Shrivastava; Tianyu Cao 001; Sreyashi Nag; Rahul Goutam; Hanqing Lu; Yiwei Song; Bing Yin (WWW (Companion Volume), 2022)

Improving Consistency for Text Summarization with Energy Functions. - Qi Zeng 001; Qingyu Yin; Zheng Li 018; Yifan Gao 001; Sreyashi Nag; Zhengyang Wang; Bing Yin; Heng Ji 001; Chao Zhang 014 (EMNLP (Findings), 2023)

Situated Natural Language Explanations. - Zining Zhu 001; Haoming Jiang; Jingfeng Yang 001; Sreyashi Nag; Chao Zhang 014; Jie Huang 009; Yifan Gao 001; Frank Rudzicz; Bing Yin (CoRR, 2023)

Exploring Query Understanding for Amazon Product Search. - Chen Luo 003; Xianfeng Tang; Hanqing Lu; Yaochen Xie; Hui Liu 003; Zhenwei Dai; Limeng Cui; Ashutosh Joshi; Sreyashi Nag; Yang Li 055; Zhen Li; Rahul Goutam; et al. (IEEE Big Data, 2024)

REAPER: Reasoning based Retrieval Planning for Complex RAG Systems. - Ashutosh Joshi; Sheikh Muhammad Sarwar; Samarth Varshney; Sreyashi Nag; Shrivats Agrawal; Juhi Naik (CIKM, 2024)

Large Language Models Are Poor Clinical Decision-Makers: A Comprehensive Benchmark. - Fenglin Liu; Zheng Li 018; Hongjian Zhou; Qingyu Yin; Jingfeng Yang 001; Xianfeng Tang; Chen Luo 003; Ming Zeng 001; Haoming Jiang; Yifan Gao 001; Priyanka Nigam; Sreyashi Nag; et al. (EMNLP, 2024)

IterAlign: Iterative Constitutional Alignment of Large Language Models. - Xiusi Chen; Hongzhi Wen; Sreyashi Nag; Chen Luo 003; Qingyu Yin; Ruirui Li 002; Zheng Li 018; Wei Wang 010 (NAACL-HLT, 2024)

Hierarchical Query Classification in E-commerce Search. - Bing He 002; Sreyashi Nag; Limeng Cui; Suhang Wang; Zheng Li 018; Rahul Goutam; Zhen Li; Haiyang Zhang (WWW (Companion Volume), 2024)

SimRAG: Self-Improving Retrieval-Augmented Generation for Adapting Large Language Models to Specialized Domains. - Ran Xu 002; Hui Liu 003; Sreyashi Nag; Zhenwei Dai; Yaochen Xie; Xianfeng Tang; Chen Luo 003; Yang Li 055; Joyce C. Ho; Carl Yang 001; Qi He 002 (CoRR, 2024)

Reasoning with Graphs: Structuring Implicit Knowledge to Enhance LLMs Reasoning. - Haoyu Han 001; Yaochen Xie; Hui Liu 003; Xianfeng Tang; Sreyashi Nag; William Headden; Yang Li 055; Chen Luo 003; Shuiwang Ji; Qi He 002; Jiliang Tang (ACL (Findings), 2025)

EcomScriptBench: A Multi-task Benchmark for E-commerce Script Planning via Step-wise Intention-Driven Product Association. - Weiqi Wang; Limeng Cui; Xin Liu; Sreyashi Nag; Wenju Xu; Chen Luo 003; Sheikh Muhammad Sarwar; Yang Li; Hansu Gu; Hui Liu; Changlong Yu; Jiaxin Bai; et al. (ACL (1), 2025)

Learning with Less: Knowledge Distillation from Large Language Models via Unlabeled Data. - Juanhui Li; Sreyashi Nag; Hui Liu 031; Xianfeng Tang; Sheikh Muhammad Sarwar; Limeng Cui; Hansu Gu; Suhang Wang; Qi He 002; Jiliang Tang (NAACL (Findings), 2025)

SimRAG: Self-Improving Retrieval-Augmented Generation for Adapting Large Language Models to Specialized Domains. - Ran Xu 002; Hui Liu 031; Sreyashi Nag; Zhenwei Dai; Yaochen Xie; Xianfeng Tang; Chen Luo 003; Yang Li 055; Joyce C. Ho; Carl Yang 001; Qi He 002 (NAACL (Long Papers), 2025)

Query Brand Entity Linking in E-Commerce Search. - Dong Liu; Sreyashi Nag (CoRR, 2025)

AgentA/B: Automated and Scalable Web A/BTesting with Interactive LLM Agents. - Dakuo Wang; Ting-Yao Hsu; Yuxuan Lu 003; Hansu Gu; Limeng Cui; Yaochen Xie; William Headean; Bingsheng Yao; Akash Veeragouni; Jiapeng Liu; Sreyashi Nag; Jessie Wang 003 (CoRR, 2025)

EcomScriptBench: A Multi-task Benchmark for E-commerce Script Planning via Step-wise Intention-Driven Product Association. - Weiqi Wang 001; Limeng Cui; Xin Liu; Sreyashi Nag; Wenju Xu; Chen Luo 003; Sheikh Muhammad Sarwar; Yang Li; Hansu Gu; Hui Liu; Changlong Yu; Jiaxin Bai; et al. (CoRR, 2025)

RRO: LLM Agent Optimization Through Rising Reward Trajectories. - Zilong Wang 002; Jingfeng Yang 001; Sreyashi Nag; Samarth Varshney; Xianfeng Tang; Haoming Jiang; Jingbo Shang; Sheikh Muhammad Sarwar (CoRR, 2025)