| 2025 | CIKM | FR-LoRA: Fisher Regularized LoRA for Multilingual Continual Learning. | Sayanta Adhikari, Sanjay Agrawal, Vivek Sembium |
| 2025 | COLING | Rationale-Guided Distillation for E-Commerce Relevance Classification: Bridging Large Language Models and Lightweight Cross-Encoders. | Sanjay Agrawal, Faizan Ahemad, Vivek Sembium |
| 2025 | COLING | Multilingual Continual Learning using Attention Distillation. | Sanjay Agrawal, Deep Nayak, Vivek Sembium |
| 2025 | NAACL | RTSM: Knowledge Distillation with Diverse Signals for Efficient Real-Time Semantic Matching in E-Commerce. | Sanjay Agrawal, Vivek Sembium |
| 2024 | CIKM | Boosting Entity Recognition by leveraging Cross-task Domain Models for Weak Supervision. | Sanjay Agrawal, Srujana Merugu, Vivek Sembium |
| 2024 | CIKM | Building Natural Language Interface for Product Search. | Vijit Malik, Vinayak Puranik, Anirban Majumder, Vivek Sembium |
| 2023 | ACL | CoMix: Guide Transformers to Code-Mix using POS structure and Phonetics. | Gaurav Arora, Srujana Merugu, Vivek Sembium |
| 2023 | CIKM | Enhancing E-commerce Product Search through Reinforcement Learning-Powered Query Reformulation. | Sanjay Agrawal, Srujana Merugu, Vivek Sembium |
| 2023 | EMNLP | KD-Boost: Boosting Real-Time Semantic Matching in E-commerce with Knowledge Distillation. | Sanjay Agrawal, Vivek Sembium, Ankith M. S |
| 2022 | KDD | BE3R: BERT based Early-Exit Using Expert Routing. | Sourab Mangrulkar, Ankith M. S, Vivek Sembium |
| 2022 | RecSys | Dual Attentional Higher Order Factorization Machines. | Arindam Sarkar, Dipankar Das, Vivek Sembium, Prakash Mandayam Comar |
| 2022 | WWW | Multilingual Semantic Sourcing using Product Images for Cross-lingual Alignment. | Sourab Mangrulkar, Ankith M. S, Vivek Sembium |
| 2018 | WWW | Bayesian Models for Product Size Recommendations. | Vivek Sembium, Rajeev Rastogi, Lavanya Sita Tekumalla, Atul Saroop |
| 2017 | RecSys | Recommending Product Sizes to Customers. | Vivek Sembium, Rajeev Rastogi, Atul Saroop, Srujana Merugu |