Generation of Sufficient Cut Points to Discretize Network Traffic Data Sets. - Sahisnu Mazumder; Tuhin Sharma; Rahul Mitra; Nandita Sengupta; Jaya Sil (SEMCCO, 2012)

Dynamic Network Traffic Data Classification for Intrusion Detection Using Genetic Algorithm. - Rahul Mitra; Sahisnu Mazumder; Tuhin Sharma; Nandita Sengupta; Jaya Sil (SEMCCO, 2012)

ActMiner: Discovering Location-Specific Activities from Community-Authored Reviews. - Sahisnu Mazumder; Dhaval Patel 002; Sameep Mehta (DaWaK, 2014)

Identifying Top-k Consistent News-Casters on Twitter. - Sahisnu Mazumder; Sameep Mehta; Dhaval Patel 002 (CIKM, 2015)

LANet: An Enriched Knowledgebase for Location-aware Activity Recommendation System. - Sahisnu Mazumder (CoRR, 2016)

Context-aware Path Ranking for Knowledge Base Completion. - Sahisnu Mazumder; Bing Liu 001 (IJCAI, 2017)

Target-Sensitive Memory Networks for Aspect Sentiment Classification. - Shuai Wang 020; Sahisnu Mazumder; Bing Liu 001; Mianwei Zhou; Yi Chang 001 (ACL (1), 2018)

Lifelong Learning Memory Networks for Aspect Sentiment Classification. - Shuai Wang 020; Guangyi Lv; Sahisnu Mazumder; Geli Fei; Bing Liu 001 (IEEE BigData, 2018)

Disentangling Aspect and Opinion Words in Target-based Sentiment Analysis using Lifelong Learning. - Shuai Wang 020; Mianwei Zhou; Sahisnu Mazumder; Bing Liu 001; Yi Chang 001 (CoRR, 2018)

Towards a Continuous Knowledge Learning Engine for Chatbots. - Sahisnu Mazumder; Nianzu Ma; Bing Liu 001 (CoRR, 2018)

Disentangling Aspect and Opinion Words in Sentiment Analysis Using Lifelong PU Learning. - Shuai Wang 020; Mianwei Zhou; Sahisnu Mazumder; Bing Liu 001; Yi Chang 001 (NFMCP@PKDD/ECML, 2019)

Lifelong and Interactive Learning of Factual Knowledge in Dialogues. - Sahisnu Mazumder; Bing Liu 001; Shuai Wang 020; Nianzu Ma (SIGdial, 2019)

Building an Application Independent Natural Language Interface. - Sahisnu Mazumder; Bing Liu 001; Shuai Wang 020; Sepideh Esmaeilpour (CoRR, 2019)

Entity-Aware Dependency-Based Deep Graph Attention Network for Comparative Preference Classification. - Nianzu Ma; Sahisnu Mazumder; Hao Wang 068; Bing Liu 001 (ACL, 2020)

Bayes-enhanced Lifelong Attention Networks for Sentiment Classification. - Hao Wang 068; Shuai Wang 020; Sahisnu Mazumder; Bing Liu 001; Yan Yang 001; Tianrui Li 001 (COLING, 2020)

A Knowledge-driven Approach to Classifying Object and Attribute Coreferences in Opinion Mining. - Jiahua Chen; Shuai Wang 020; Sahisnu Mazumder; Bing Liu 001 (EMNLP (Findings), 2020)

Lifelong Learning Dialogue Systems: Chatbots that Self-Learn On the Job. - Bing Liu 001; Sahisnu Mazumder (CoRR, 2020)

Lifelong and Continual Learning Dialogue Systems: Learning during Conversation. - Bing Liu 001; Sahisnu Mazumder (AAAI, 2021)

Detecting Domain Polarity-Changes of Words in a Sentiment Lexicon. - Shuai Wang 020; Guangyi Lv; Sahisnu Mazumder; Bing Liu 001 (ACL/IJCNLP (Findings), 2021)

Semantic Novelty Detection in Natural Language Descriptions. - Nianzu Ma; Alexander Politowicz; Sahisnu Mazumder; Jiahua Chen; Bing Liu 001; Eric Robertson 001; Scott Grigsby (EMNLP (1), 2021)

FLIN: A Flexible Natural Language Interface for Web Navigation. - Sahisnu Mazumder; Oriana Riva (NAACL-HLT, 2021)

Self-Initiated Open World Learning for Autonomous AI Agents. - Bing Liu 001; Eric Robertson 001; Scott Grigsby; Sahisnu Mazumder (CoRR, 2021)

Semantic Novelty Detection and Characterization in Factual Text Involving Named Entities. - Nianzu Ma; Sahisnu Mazumder; Alexander Politowicz; Bing Liu 001; Eric Robertson 001; Scott Grigsby (EMNLP, 2022)

Continual Learning Dialogue Systems - Learning during Conversation. - Sahisnu Mazumder; Bing Liu 001 (SIGIR, 2022)

AI Autonomy: Self-Initiation, Adaptation and Continual Learning. - Bing Liu 001; Sahisnu Mazumder; Eric Robertson 001; Scott Grigsby (CoRR, 2022)

Knowledge-Guided Exploration in Deep Reinforcement Learning. - Sahisnu Mazumder; Bing Liu 001; Shuai Wang 020; Yingxuan Zhu; Xiaotian Yin; Lifeng Liu; Jian Li (CoRR, 2022)

Lifelong and Continual Learning Dialogue Systems. - Sahisnu Mazumder; Bing Liu 001 (CoRR, 2022)

Position Matters! Empirical Study of Order Effect in Knowledge-grounded Dialogue. - Hsuan Su; Shachi H. Kumar; Sahisnu Mazumder; Wenda Chen; Ramesh Manuvinakurike; Eda Okur; Saurav Sahay; Lama Nachman; Shang-Tse Chen; Hung-yi Lee (CoRR, 2023)

Sample Efficient Multimodal Semantic Augmentation for Incremental Summarization. - Sumanta Bhattacharyya; Ramesh Manuvinakurike; Sahisnu Mazumder; Saurav Sahay (CoRR, 2023)

AI Autonomy: Self-initiated Open-world Continual Learning and Adaptation. - Bing Liu 001; Sahisnu Mazumder; Eric Robertson 001; Scott Grigsby (AI Mag., 2023)

Safety through Permissibility: Shield Construction for Fast and Safe Reinforcement Learning. - Alexander Politowicz; Sahisnu Mazumder; Bing Liu 001 (CoRR, 2024)

Decoding Biases: Automated Methods and LLM Judges for Gender Bias Detection in Language Models. - Shachi H. Kumar; Saurav Sahay; Sahisnu Mazumder; Eda Okur; Ramesh Manuvinakurike; Nicole Beckage; Hsuan Su; Hung-yi Lee; Lama Nachman (CoRR, 2024)

Continual Learning Using a Kernel-Based Method Over Foundation Models. - Saleh Momeni; Sahisnu Mazumder; Bing Liu 001 (AAAI, 2025)

In-context Continual Learning Assisted by an External Continual Learner. - Saleh Momeni; Sahisnu Mazumder; Zixuan Ke; Bing Liu 001 (COLING, 2025)