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2020 – today
- 2025
[j3]Ming Wei, Ziqing Xu, Ruifeng Gao:
Improved adaptive graph local spatial-temporal multi-head self-attention network: a deep learning framework for flight delay prediction. Neural Comput. Appl. 37(20): 14723-14732 (2025)- [j2]Ziqing Xu, Hancheng Min, Salma Tarmoun, Enrique Mallada, René Vidal:
A Local Polyak-Łojasiewicz and Descent Lemma of Gradient Descent For Overparametrized Linear Models. Trans. Mach. Learn. Res. 2025 (2025) - [c5]Ziqing Xu, Hancheng Min, Lachlan Ewen MacDonald, Jinqi Luo, Salma Tarmoun, Enrique Mallada, René Vidal:
Understanding the Learning Dynamics of LoRA: A Gradient Flow Perspective on Low-Rank Adaptation in Matrix Factorization. AISTATS 2025: 4636-4644 - [i4]Ziqing Xu, Hancheng Min, Lachlan Ewen MacDonald, Jinqi Luo, Salma Tarmoun, Enrique Mallada, René Vidal:
Understanding the Learning Dynamics of LoRA: A Gradient Flow Perspective on Low-Rank Adaptation in Matrix Factorization. CoRR abs/2503.06982 (2025) - [i3]Ziqing Xu, Hancheng Min, Salma Tarmoun, Enrique Mallada, René Vidal:
A Local Polyak-Lojasiewicz and Descent Lemma of Gradient Descent For Overparametrized Linear Models. CoRR abs/2505.11664 (2025) - [i2]Ziqing Xu, Nick Bryan-Kinns:
DeformTune: A Deformable XAI Music Prototype for Non-Musicians. CoRR abs/2508.00160 (2025) - [i1]Lachlan Ewen MacDonald, Hancheng Min, Leandro Palma, Salma Tarmoun, Ziqing Xu, René Vidal:
Convergence Rates for Gradient Descent on the Edge of Stability in Overparametrised Least Squares. CoRR abs/2510.17506 (2025) - 2024
- [j1]Jiaqi Xu, Yafei Luo, Chuanbing Wang, Haiyan Chen, Yuxia Tang, Ziqing Xu, Yang Li, Hao Ni, Xianbiao Shi, Yongzhi Hu, Feiyun Wu, Jiulou Zhang, Shouju Wang
:
A High-Resolution Prediction Network for Predicting Intratumoral Distribution of Nanoprobes by Tumor Vascular and Nuclear Feature. Adv. Intell. Syst. 6(3) (2024) - [c4]Han Hu, Zhenhui Liu, Ziqing Xu, Haoyi Wang, Xianju Li, Xu Han, Jianyi Peng:
Spectral-Spatial Blockwise Masked Transformer With Contrastive Multi-View Learning for Hyperspectral Image Classification. PRCV (4) 2024: 481-495 - 2023
- [c3]Zhixiang Yang, Zihang Li, Ziqing Xu, Zaobin Gan, Wanhua Cao:
A Joint Relation Extraction Model Based on Domain N-Gram Adapter and Axial Attention for Military Domain. WISA 2023: 233-245 - [c2]Ziqing Xu, Hancheng Min, Salma Tarmoun, Enrique Mallada, René Vidal:
Linear Convergence of Gradient Descent For Finite Width Over-parametrized Linear Networks With General Initialization. AISTATS 2023: 2262-2284 - 2021
- [c1]Zhengyu Chen, Ziqing Xu, Donglin Wang:
Deep Transfer Tensor Decomposition with Orthogonal Constraint for Recommender Systems. AAAI 2021: 4010-4018
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