Xu, Dongkuan

A Comprehensive Survey of Clustering Algorithms

Xu, D., & Tian, Y. (2015) · Annals of Data Science

Advanced Clustering Algorithms ResearchData Mining and Machine Learning Applications

Cited by 1,939

Parameterized Explainer for Graph Neural Network

Luo, D., Cheng, W., Xu, D., Yu, W., Zong, B., Chen, H., & Zhang, X. (2020) · arXiv

Explainable Artificial Intelligence (XAI)Advanced Graph Neural Networks

Cited by 355

Students’ Perceptions and Preferences of Generative Artificial Intelligence Feedback for Programming

Zhang, Z., Dong, Z., Shi, Y., Price, T., Matsuda, N., & Xu, D. (2024) · Proceedings of the AAAI Conference on Artificial Intelligence

Teaching and Learning ProgrammingIntelligent Tutoring Systems and Adaptive Learning

Cited by 54

You Need Multiple Exiting: Dynamic Early Exiting for Accelerating Unified Vision Language Model

Tang, S., Wang, Y., Kong, Z., Zhang, T., Li, Y., Ding, C., Wang, Y., Liang, Y., & Xu, D. (2023) · 2023 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)

Multimodal Machine Learning ApplicationsAdvanced Neural Network Applications

Cited by 37

EQ-ViT: Algorithm-Hardware Co-Design for End-to-End Acceleration of Real-Time Vision Transformer Inference on Versal ACAP Architecture

Dong, P., Zhuang, J., Yang, Z., Ji, S., Li, Y., Xu, D., Huang, H., Hu, J., Jones, A. K., Shi, Y., et al. (2024) · IEEE Transactions on Computer-Aided Design of Integrated Circuits and Systems

Advanced Neural Network ApplicationsEmbedded Systems Design Techniques

Cited by 35

ReWOO: Decoupling Reasoning from Observations for Efficient Augmented Language Models

Xu, B., Peng, Z., Lei, B., Mukherjee, S., Liu, Y., & Xu, D. (2023) · arXiv

Topic ModelingNatural Language Processing Techniques

Cited by 17

ToolNet: Connecting Large Language Models with Massive Tools via Tool Graph

Liu, X., Peng, Z., Yi, X., Xie, X., Xiang, L., Liu, Y., & Xu, D. (2024) · arXiv

Topic ModelingMultimodal Machine Learning Applications

Cited by 6

Gentopia: A Collaborative Platform for Tool-Augmented LLMs

Xu, B., Liu, X., Shen, H., Han, Z., Li, Y., Yue, M., Peng, Z., Liu, Y., Yao, Z., & Xu, D. (2023) · arXiv

Natural Language Processing TechniquesArtificial Intelligence Applications

Cited by 6

Gentopia.AI: A Collaborative Platform for Tool-Augmented LLMs

Xu, B., Liu, X., Shen, H., Han, Z., Li, Y., Yue, M., Peng, Z., Liu, Y., Yao, Z., & Xu, D. (2023) · Proceedings of the 2023 Conference on Empirical Methods in Natural Language Processing: System Demonstrations

Topic ModelingNatural Language Processing Techniques

Cited by 4