Liu, Bing

Mining and summarizing customer reviews

Hu, M., & Liu, B. (2004) · Proceedings of the tenth ACM SIGKDD international conference on Knowledge discovery and data mining

Sentiment Analysis and Opinion MiningDigital Marketing and Social Media

Cited by 7,793

Top 10 algorithms in data mining

Wu, X., Kumar, V., Ross Quinlan, J., Ghosh, J., Yang, Q., Motoda, H., McLachlan, G. J., Ng, A., Liu, B., Yu, P. S., et al. (2008) · Knowledge and Information Systems

Data Mining Algorithms and ApplicationsData Mining and Machine Learning Applications

Cited by 5,667

Spotting fake reviewer groups in consumer reviews

Mukherjee, A., Liu, B., & Glance, N. (2012) · Proceedings of the 21st international conference on World Wide Web

Spam and Phishing DetectionMisinformation and Its Impacts

Cited by 773

Spotting opinion spammers using behavioral footprints

Mukherjee, A., Kumar, A., Liu, B., Wang, J., Hsu, M., Castellanos, M., & Ghosh, R. (2013) · Proceedings of the 19th ACM SIGKDD international conference on Knowledge discovery and data mining

Spam and Phishing DetectionMisinformation and Its Impacts

Cited by 426

Lifelong Machine Learning

Chen, Z., & Liu, B. (2018) · Synthesis Lectures on Artificial Intelligence and Machine Learning

Domain Adaptation and Few-Shot LearningMachine Learning and Algorithms

Cited by 154

Bimodal Distribution and Co-Bursting in Review Spam Detection

Li, H., Fei, G., Wang, S., Liu, B., Shao, W., Mukherjee, A., & Shao, J. (2017) · Proceedings of the 26th International Conference on World Wide Web

Spam and Phishing DetectionMisinformation and Its Impacts

Cited by 141

Learning Cumulatively to Become More Knowledgeable

Fei, G., Wang, S., & Liu, B. (2016) · Proceedings of the 22nd ACM SIGKDD International Conference on Knowledge Discovery and Data Mining

Domain Adaptation and Few-Shot LearningData Stream Mining Techniques

Cited by 95

Achieving Forgetting Prevention and Knowledge Transfer in Continual Learning

Ke, Z., Liu, B., Ma, N., Xu, H., & Shu, L. (2021) · arXiv

Domain Adaptation and Few-Shot LearningTopic Modeling

Cited by 55

Context-aware Path Ranking for Knowledge Base Completion

Mazumder, S., & Liu, B. (2017) · Proceedings of the Twenty-Sixth International Joint Conference on Artificial Intelligence

Advanced Graph Neural NetworksTopic Modeling

Cited by 35

Lifelong and Continual Learning Dialogue Systems: Learning during Conversation

Liu, B., & Mazumder, S. (2021) · Proceedings of the AAAI Conference on Artificial Intelligence

Speech and dialogue systemsAI in Service Interactions

Cited by 34

Rubrics as Rewards: Reinforcement Learning Beyond Verifiable Domains

Gunjal, A., Wang, A., Lau, E., Nath, V., He, Y., Liu, B., & Hendryx, S. (2025) · arXiv

Reinforcement Learning in RoboticsTopic Modeling

Cited by 0