Ma, Qianli

A survey on ensemble learning

Dong, X., Yu, Z., Cao, W., Shi, Y., & Ma, Q. (2020) · Frontiers of Computer Science

Machine Learning and Data ClassificationImbalanced Data Classification Techniques

Cited by 1,928

Learning Representations for Incomplete Time Series Clustering

Ma, Q., Chen, C., Li, S., & Cottrell, G. W. (2021) · Proceedings of the AAAI Conference on Artificial Intelligence

Time Series Analysis and ForecastingAdvanced Clustering Algorithms Research

Cited by 34

Lifelong Learning of Large Language Model Based Agents: A Roadmap

Zheng, J., Shi, C., Cai, X., Li, Q., Zhang, D., Li, C., Yu, D., & Ma, Q. (2026) · IEEE Transactions on Pattern Analysis and Machine Intelligence

Domain Adaptation and Few-Shot LearningTopic Modeling

Cited by 7

Lifelong Learning of Large Language Model based Agents: A Roadmap

Zheng, J., Shi, C., Cai, X., Li, Q., Zhang, D., Li, C., Yu, D., & Ma, Q. (2025) · arXiv

Domain Adaptation and Few-Shot LearningAI-based Problem Solving and Planning

Cited by 4

Large Scale Diffusion Distillation via Score-Regularized Continuous-Time Consistency

Zheng, K., Wang, Y., Ma, Q., Chen, H., Zhang, J., Balaji, Y., Chen, J., Liu, M.-Y., Zhu, J., & Zhang, Q. (2025) · arXiv

Generative Adversarial Networks and Image SynthesisAdversarial Robustness in Machine Learning

Cited by 0

LifelongAgentBench: Evaluating LLM Agents as Lifelong Learners

Zheng, J., Cai, X., Li, Q., Zhang, D., Li, Z., Zhang, Y., Song, L., & Ma, Q. (2025) · arXiv

Domain Adaptation and Few-Shot LearningAI-based Problem Solving and Planning

Cited by 0