| 2026 | WACV | Improving Out-of-Distribution Detection using Segmented Images and Cross-View Attention Fusion. | Alexander Politowicz, Sahisnu Mazumder, Bing Liu |
| 2025 | AAAI | Continual Learning Using a Kernel-Based Method Over Foundation Models. | Saleh Momeni, Sahisnu Mazumder, Bing Liu |
| 2025 | COLING | In-context Continual Learning Assisted by an External Continual Learner. | Saleh Momeni, Sahisnu Mazumder, Zixuan Ke, Bing Liu |
| 2022 | EMNLP | Semantic Novelty Detection and Characterization in Factual Text Involving Named Entities. | Nianzu Ma, Sahisnu Mazumder, Alexander Politowicz, Bing Liu, Eric Robertson, Scott Grigsby |
| 2022 | SIGIR | Continual Learning Dialogue Systems - Learning during Conversation. | Sahisnu Mazumder, Bing Liu |
| 2021 | AAAI | Lifelong and Continual Learning Dialogue Systems: Learning during Conversation. | Bing Liu, Sahisnu Mazumder |
| 2021 | ACL | Detecting Domain Polarity-Changes of Words in a Sentiment Lexicon. | Shuai Wang, Guangyi Lv, Sahisnu Mazumder, Bing Liu |
| 2021 | EMNLP | Semantic Novelty Detection in Natural Language Descriptions. | Nianzu Ma, Alexander Politowicz, Sahisnu Mazumder, Jiahua Chen, Bing Liu, Eric Robertson, Scott Grigsby |
| 2021 | NAACL | FLIN: A Flexible Natural Language Interface for Web Navigation. | Sahisnu Mazumder, Oriana Riva |
| 2020 | ACL | Entity-Aware Dependency-Based Deep Graph Attention Network for Comparative Preference Classification. | Nianzu Ma, Sahisnu Mazumder, Hao Wang, Bing Liu |
| 2020 | COLING | Bayes-enhanced Lifelong Attention Networks for Sentiment Classification. | Hao Wang, Shuai Wang, Sahisnu Mazumder, Bing Liu, Yan Yang, Tianrui Li |
| 2020 | EMNLP | A Knowledge-driven Approach to Classifying Object and Attribute Coreferences in Opinion Mining. | Jiahua Chen, Shuai Wang, Sahisnu Mazumder, Bing Liu |
| 2019 | SIGdial | Lifelong and Interactive Learning of Factual Knowledge in Dialogues. | Sahisnu Mazumder, Bing Liu, Shuai Wang, Nianzu Ma |
| 2018 | ACL | Target-Sensitive Memory Networks for Aspect Sentiment Classification. | Shuai Wang, Sahisnu Mazumder, Bing Liu, Mianwei Zhou, Yi Chang |
| 2017 | IJCAI | Context-aware Path Ranking for Knowledge Base Completion. | Sahisnu Mazumder, Bing Liu |
| 2015 | CIKM | Identifying Top-k Consistent News-Casters on Twitter. | Sahisnu Mazumder, Sameep Mehta, Dhaval Patel |
| 2014 | DaWaK | ActMiner: Discovering Location-Specific Activities from Community-Authored Reviews. | Sahisnu Mazumder, Dhaval Patel, Sameep Mehta |