Yiping Lu

Publication Activity (10 Years)

Years Active: 2004-2024
Publications (10 Years): 30

Top Topics

Bipartite Ranking

Equivalence Class

Top Venues

IEEE Trans. Ind. Electron.

Publications

Yihang Chen, Fanghui Liu, Yiping Lu, Grigorios Chrysos, Volkan Cevher
Generalization of Scaled Deep ResNets in the Mean-Field Regime. ICLR (2024)
Yihang Chen, Fanghui Liu, Yiping Lu, Grigorios G. Chrysos, Volkan Cevher
Generalization of Scaled Deep ResNets in the Mean-Field Regime. CoRR (2024)
Shaomin He, Yiping Lu, Huan Yang, Jie Shen, Rongxiang Zhao
Phase-Trajectory Region Criterion and Quantitative Optimization Method for Numerical Stability in Power Electronic Simulation. IEEE Trans. Ind. Electron. 71 (10) (2024)
Honam Wong, Wendao Wu, Fanghui Liu, Yiping Lu
Benign overfitting in Fixed Dimension via Physics-Informed Learning with Smooth Inductive Bias. CoRR (2024)
Huishuai Zhang, Da Yu, Yiping Lu, Di He
Adversarial Noises Are Linearly Separable for (Nearly) Random Neural Networks. AISTATS (2023)
Xin Ma, Yajing Zhao, Yiping Lu, Peng Li, Xuanxuan Li, Nan Mei, Jiajun Wang, Daoying Geng, Lingxiao Zhao, Bo Yin
A dual-branch hybrid dilated CNN model for the AI-assisted segmentation of meningiomas in MR images. Comput. Biol. Medicine 151 (Part) (2022)
Wenlong Ji, Yiping Lu, Yiliang Zhang, Zhun Deng, Weijie J. Su
An Unconstrained Layer-Peeled Perspective on Neural Collapse. ICLR (2022)
Xuanxuan Li, Yajing Zhao, Yiping Lu, Yingyan Zheng, Nan Mei, Qiuyue Han, Zhuoying Ruan, Anling Xiao, Xiaohui Qiu, Dongdong Wang, Bo Yin
Performances of clinical characteristics and radiological findings in identifying COVID-19 from suspected cases. BMC Medical Imaging 22 (1) (2022)
Huishuai Zhang, Da Yu, Yiping Lu, Di He
Adversarial Noises Are Linearly Separable for (Nearly) Random Neural Networks. CoRR (2022)
Wenlong Ji, Yiping Lu, Yiliang Zhang, Zhun Deng, Weijie J. Su
An Unconstrained Layer-Peeled Perspective on Neural Collapse. CoRR (2021)
Yiping Lu, Haoxuan Chen, Jianfeng Lu, Lexing Ying, Jose Blanchet
Machine Learning For Elliptic PDEs: Fast Rate Generalization Bound, Neural Scaling Law and Minimax Optimality. CoRR (2021)
Bin Dong, Haocheng Ju, Yiping Lu, Zuoqiang Shi
CURE: Curvature Regularization for Missing Data Recovery. SIAM J. Imaging Sci. 13 (4) (2020)
Yiping Lu, Chao Ma, Yulong Lu, Jianfeng Lu, Lexing Ying
A Mean-field Analysis of Deep ResNet and Beyond: Towards Provable Optimization Via Overparameterization From Depth. CoRR (2020)
Yiping Lu, Chao Ma, Yulong Lu, Jianfeng Lu, Lexing Ying
A Mean Field Analysis Of Deep ResNet And Beyond: Towards Provably Optimization Via Overparameterization From Depth. ICML (2020)
Bin Dong, Haocheng Ju, Yiping Lu, Zuoqiang Shi
CURE: Curvature Regularization For Missing Data Recovery. CoRR (2019)
Jiajia Wang, Peng Zhang, Yiping Lu, Yanyan Li, Yu Zheng, Yunchao Kan, Runsheng Chen, Shunmin He
piRBase: a comprehensive database of piRNA sequences. Nucleic Acids Res. 47 (Database-Issue) (2019)
Dinghuai Zhang, Tianyuan Zhang, Yiping Lu, Zhanxing Zhu, Bin Dong
You Only Propagate Once: Accelerating Adversarial Training via Maximal Principle. NeurIPS (2019)
Zichao Long, Yiping Lu, Bin Dong
PDE-Net 2.0: Learning PDEs from data with a numeric-symbolic hybrid deep network. J. Comput. Phys. 399 (2019)
Yiping Lu, Zhuohan Li, Di He, Zhiqing Sun, Bin Dong, Tao Qin, Liwei Wang, Tie-Yan Liu
Understanding and Improving Transformer From a Multi-Particle Dynamic System Point of View. CoRR (2019)
Xiaoshuai Zhang, Yiping Lu, Jiaying Liu, Bin Dong
Dynamically Unfolding Recurrent Restorer: A Moving Endpoint Control Method for Image Restoration. ICLR (Poster) (2019)
Bin Dong, Jikai Hou, Yiping Lu, Zhihua Zhang
Distillation ≈ Early Stopping? Harvesting Dark Knowledge Utilizing Anisotropic Information Retrieval For Overparameterized Neural Network. CoRR (2019)
Dinghuai Zhang, Tianyuan Zhang, Yiping Lu, Zhanxing Zhu, Bin Dong
You Only Propagate Once: Accelerating Adversarial Training via Maximal Principle. CoRR (2019)
Zichao Long, Yiping Lu, Xianzhong Ma, Bin Dong
PDE-Net: Learning PDEs from Data. ICLR (Workshop) (2018)
Zichao Long, Yiping Lu, Bin Dong
PDE-Net 2.0: Learning PDEs from Data with A Numeric-Symbolic Hybrid Deep Network. CoRR (2018)
Zichao Long, Yiping Lu, Xianzhong Ma, Bin Dong
PDE-Net: Learning PDEs from Data. ICML (2018)
Xiaoshuai Zhang, Yiping Lu, Jiaying Liu, Bin Dong
Dynamically Unfolding Recurrent Restorer: A Moving Endpoint Control Method for Image Restoration. CoRR (2018)
Yiping Lu, Aoxiao Zhong, Quanzheng Li, Bin Dong
Beyond Finite Layer Neural Networks: Bridging Deep Architectures and Numerical Differential Equations. ICLR (Workshop) (2018)
Yiping Lu, Aoxiao Zhong, Quanzheng Li, Bin Dong
Beyond Finite Layer Neural Networks: Bridging Deep Architectures and Numerical Differential Equations. ICML (2018)
Zichao Long, Yiping Lu, Xianzhong Ma, Bin Dong
PDE-Net: Learning PDEs from Data. CoRR (2017)
Yiping Lu, Aoxiao Zhong, Quanzheng Li, Bin Dong
Beyond Finite Layer Neural Networks: Bridging Deep Architectures and Numerical Differential Equations. CoRR (2017)
Yiping Lu, Li Liu, Dongxue Zhang
Simulation and Analysis of Thermal Fields of Rotor Multislots for Nonsalient-Pole Motor. IEEE Trans. Ind. Electron. 62 (12) (2015)
Yiping Lu, Danny Z. Chen, Jianzhong Cha
Packing cubes into a cube is NP-complete in the strong sense. J. Comb. Optim. 29 (1) (2015)
Yiping Lu, Danny Z. Chen, Jianzhong Cha
Packing Cubes into a Cube in (D>3)-Dimensions. COCOON (2015)
Yiping Lu, Yong Dong, Li Jiang, Tongmin Wang, Tingju Li, Yong Zhang
A Criterion for Topological Close-Packed Phase Formation in High Entropy Alloys. Entropy 17 (4) (2015)
Yiping Lu, Jianzhong Cha
A fast algorithm for identifying minimum size instances of the equivalence classes of the Pallet Loading Problem. Eur. J. Oper. Res. 237 (3) (2014)
Yiping Lu, Danny Z. Chen, Jianzhong Cha
Packing Cubes into a Cube Is NP-Hard in the Strong Sense. COCOON (2013)
Jiaqing Yu, Jianzhong Cha, Yiping Lu, Wensheng Xu, Michael W. Sobolewski
A CAE-integrated distributed collaborative design system for finite element analysis of complex product based on SOOA. Adv. Eng. Softw. 41 (4) (2010)
Nan Li, Jianzhong Cha, Yiping Lu
A parallel simulated annealing algorithm based on functional feature tree modeling for 3D engineering layout design. Appl. Soft Comput. 10 (2) (2010)
Yaodong Cui, Yiping Lu
Heuristic algorithm for a cutting stock problem in the steel bridge construction. Comput. Oper. Res. 36 (2) (2009)
Jingge Song, Jianzhong Cha, Yiping Lu
Combining Ontology Engineering with HTN Planning. ISPE CE (2006)
Caihong Wang, Jianzhong Cha, Yiping Lu, Wei Liu, Gang Li
Intelligent Layout Design for Complex Mechatronic Products Based on Distributed Knowledge. ISPE CE (2006)
Xin Ma, Yiping Lu, Kia-Fock Loe, Wieslaw L. Nowinski
Haptic interface of web-based training system for interventional radiology procedures. Medical Imaging: Image-Guided Procedures (2004)
Yiping Lu, Xin Ma, Kia-Fock Loe, CheeKong K. Chui, Wieslaw L. Nowinski
Haptic vascular modeling and visualization in web-enabled interventional neuroradiology simulation system. Medical Imaging: Image-Guided Procedures (2004)