Zhou, Guoxu

13 publications

NeurIPS 2025 Confidence-Aware with Prototype Alignment for Partial Multi-Label Learning Weijun Lv, Yu Chen, Xiaozhao Fang, Xuhuan Zhu, Jie Wen, Guoxu Zhou, Sixian Chan

NeurIPS 2025 Efficient Low Rank Attention for Long-Context Inference in Large Language Models Li Tenghui, Guoxu Zhou, Xuyang Zhao, Yuning Qiu, Qibin Zhao

ICML 2025 Low-Rank Tensor Transitions (LoRT) for Transferable Tensor Regression Andong Wang, Yuning Qiu, Zhong Jin, Guoxu Zhou, Qibin Zhao

CVPR 2025 STEPS: Sequential Probability Tensor Estimation for Text-to-Image Hard Prompt Search Yuning Qiu, Andong Wang, Chao Li, Haonan Huang, Guoxu Zhou, Qibin Zhao

JMLR 2025 Scaling Capability in Token Space: An Analysis of Large Vision Language Model Tenghui Li, Guoxu Zhou, Xuyang Zhao, Qibin Zhao

ICML 2025 Tensor Decomposition Based Memory-Efficient Incremental Learning Yuhang Li, Guoxu Zhou, Zhenhao Huang, Xinqi Chen, Yuning Qiu, Qibin Zhao

NeurIPS 2025 Towards a Geometric Understanding of Tensor Learning via the T-Product Andong Wang, Yuning Qiu, Haonan Huang, Zhong Jin, Guoxu Zhou, Qibin Zhao

ICML 2024 Adversarially Robust Deep Multi-View Clustering: A Novel Attack and Defense Framework Haonan Huang, Guoxu Zhou, Yanghang Zheng, Yuning Qiu, Andong Wang, Qibin Zhao

NeurIPS 2024 Generalized Tensor Decomposition for Understanding Multi-Output Regression Under Combinatorial Shifts Andong Wang, Yuning Qiu, Mingyuan Bai, Zhong Jin, Guoxu Zhou, Qibin Zhao

AAAI 2024 Towards Multi-Mode Outlier Robust Tensor Ring Decomposition Yuning Qiu, Guoxu Zhou, Andong Wang, Zhenhao Huang, Qibin Zhao

ICML 2024 tnGPS: Discovering Unknown Tensor Network Structure Search Algorithms via Large Language Models (LLMs) Junhua Zeng, Chao Li, Zhun Sun, Qibin Zhao, Guoxu Zhou

NeurIPS 2023 Transformed Low-Rank Parameterization Can Help Robust Generalization for Tensor Neural Networks Andong Wang, Chao Li, Mingyuan Bai, Zhong Jin, Guoxu Zhou, Qibin Zhao

JMLR 2022 Toward Understanding Convolutional Neural Networks from Volterra Convolution Perspective Tenghui Li, Guoxu Zhou, Yuning Qiu, Qibin Zhao