Juncai He - RankMe

29 papers A* 3Journal 24Unranked 2

Year	Rank	Type	Title / Venue / Authors
2025	J	`jnl`	On the Optimal Expressive Power of ReLU DNNs and Its Application in Approximation With the Kolmogorov Superposition Theorem. IEEE Trans. Neural Networks Learn. Syst. Juncai He
2025	—	`conf`	Second Language (Arabic) Acquisition of LLMs via Progressive Vocabulary Expansion. ACL (1) Jianqing Zhu, Huang Huang, Zhihang Lin, Juhao Liang, Zhengyang Tang, Khalid Almubarak, Mosen Alharthi, Bang An, Juncai He, Xiangbo Wu, Fei Yu, Junying Chen, Zhuoheng Ma, Yuhao Du, He Zhang, Saied Alshahrani, Emad A. Alghamdi, Lian Zhang, Ruoyu Sun, Haizhou Li, Benyou Wang, Jinchao Xu
2024	—	`conf`	AceGPT, Localizing Large Language Models in Arabic. NAACL-HLT Huang Huang, Fei Yu, Jianqing Zhu, Xuening Sun, Hao Cheng, Dingjie Song, Zhihong Chen, Mosen Alharthi, Bang An, Juncai He, Ziche Liu, Junying Chen, Jianquan Li, Benyou Wang, Lian Zhang, Ruoyu Sun, Xiang Wan, Haizhou Li, Jinchao Xu
2024	A*	`conf`	Alignment at Pre-training! Towards Native Alignment for Arabic LLMs. NeurIPS Juhao Liang, Zhenyang Cai, Jianqing Zhu, Huang Huang, Kewei Zong, Bang An, Mosen Alharthi, Juncai He, Lian Zhang, Haizhou Li, Benyou Wang, Jinchao Xu
2024	J	`jnl`	Alignment at Pre-training! Towards Native Alignment for Arabic LLMs. CoRR Juhao Liang, Zhenyang Cai, Jianqing Zhu, Huang Huang, Kewei Zong, Bang An, Mosen Alharthi, Juncai He, Lian Zhang, Haizhou Li, Benyou Wang, Jinchao Xu
2024	A*	`conf`	Deeper or Wider: A Perspective from Optimal Generalization Error with Sobolev Loss. ICML Yahong Yang, Juncai He
2024	J	`jnl`	Deeper or Wider: A Perspective from Optimal Generalization Error with Sobolev Loss. CoRR Yahong Yang, Juncai He
2024	A*	`conf`	MgNO: Efficient Parameterization of Linear Operators via Multigrid. ICLR Juncai He, Xinliang Liu, Jinchao Xu
2024	J	`jnl`	Second Language (Arabic) Acquisition of LLMs via Progressive Vocabulary Expansion. CoRR Jianqing Zhu, Huang Huang, Zhihang Lin, Juhao Liang, Zhengyang Tang, Khalid Almubarak, Abdulmohsen Alharthik, Bang An, Juncai He, Xiangbo Wu, Fei Yu, Junying Chen, Zhuoheng Ma, Yuhao Du, He Zhang, Emad A. Alghamdi, Lian Zhang, Ruoyu Sun, Haizhou Li, Benyou Wang, Jinchao Xu
2023	J	`jnl`	An Enhanced V-cycle MgNet Model for Operator Learning in Numerical Partial Differential Equations. CoRR Jianqing Zhu, Juncai He, Qiumei Huang
2023	J	`jnl`	An interpretive constrained linear model for ResNet and MgNet. Neural Networks Juncai He, Jinchao Xu, Lian Zhang, Jianqing Zhu
2023	J	`jnl`	Deep Neural Networks and Finite Elements of Any Order on Arbitrary Dimensions. CoRR Juncai He, Jinchao Xu
2023	J	`jnl`	Expressivity and Approximation Properties of Deep Neural Networks with ReLU CoRR Juncai He, Tong Mao, Jinchao Xu
2023	J	`jnl`	FV-MgNet: Fully Connected V-cycle MgNet for Interpretable Time Series Forecasting. CoRR Jianqing Zhu, Juncai He, Lian Zhang, Jinchao Xu
2023	J	`jnl`	FV-MgNet: Fully connected V-cycle MgNet for interpretable time series forecasting. J. Comput. Sci. Jianqing Zhu, Juncai He, Lian Zhang, Jinchao Xu
2023	J	`jnl`	MgNO: Efficient Parameterization of Linear Operators via Multigrid. CoRR Juncai He, Xinliang Liu, Jinchao Xu
2022	J	`jnl`	A weight initialization based on the linear product structure for neural networks. Appl. Math. Comput. Qipin Chen, Wenrui Hao, Juncai He
2022	J	`jnl`	Power series expansion neural network. J. Comput. Sci. Qipin Chen, Wenrui Hao, Juncai He
2022	J	`jnl`	ReLU deep neural networks from the hierarchical basis perspective. Comput. Math. Appl. Juncai He, Lin Li, Jinchao Xu
2021	J	`jnl`	A Weight Initialization Based on the Linear Product Structure for Neural Networks. CoRR Qipin Chen, Wenrui Hao, Juncai He
2021	J	`jnl`	An Interpretive Constrained Linear Model for ResNet and MgNet. CoRR Juncai He, Jinchao Xu, Lian Zhang, Jianqing Zhu
2021	J	`jnl`	Approximation Properties of Deep ReLU CNNs. CoRR Juncai He, Lin Li, Jinchao Xu
2021	J	`jnl`	Power series expansion neural network. CoRR Qipin Chen, Wenrui Hao, Juncai He
2021	J	`jnl`	ReLU Deep Neural Networks from the Hierarchical Basis Perspective. CoRR Juncai He, Lin Li, Jinchao Xu
2020	J	`jnl`	Make ℓ Comput. Optim. Appl. Juncai He, Xiaodong Jia, Jinchao Xu, Lian Zhang, Liang Zhao
2019	J	`jnl`	Constrained Linear Data-feature Mapping for Image Classification. CoRR Juncai He, Yuyan Chen, Jinchao Xu
2019	J	`jnl`	Generalized Gaffney inequality and discrete compactness for discrete differential forms. Numerische Mathematik Juncai He, Kaibo Hu, Jinchao Xu
2019	J	`jnl`	MgNet: A Unified Framework of Multigrid and Convolutional Neural Network. CoRR Juncai He, Jinchao Xu
2018	J	`jnl`	Modified Regularized Dual Averaging Method for Training Sparse Convolutional Neural Networks. CoRR Xiaodong Jia, Liang Zhao, Lian Zhang, Juncai He, Jinchao Xu