Hongru Yang

According to our database, Hongru Yang authored at least 20 papers between 2019 and 2025.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2025

PESA: error sensitivity analysis tool for floating-point computational programs.

Mengqi Cui, Jinchen Xu, Yuchang Zhou, Hongru Yang, Liguang Ji, Bei Zhou

J. Supercomput., February, 2025

Random Pruning Over-parameterized Neural Networks Can Improve Generalization: A Training Dynamics Analysis.

Hongru Yang, Yingbin Liang, Xiaojie Guo, Lingfei Wu, Zhangyang Wang

J. Mach. Learn. Res., 2025

Scalable Detection of Floating-Point Errors via Adaptive Parallel Subdomain Search.

Zuoyan Zhang, Shihan Yuan, Hongru Yang, Jie Zhao, Jinchen Xu

Proceedings of the 25th International Conference on Software Quality, 2025

AutoFPIR: A Automatic Conversion Tool for Floating-point Program to Equivalent Intermediate Representation.

Yuchang Zhou, Ping Zhang, Jinchen Xu, Bei Zhou, Mengqi Cui, Hongru Yang, Liguang Ji, Jianing Zhang

Proceedings of the 2025 8th International Conference on Software Engineering and Information Management, 2025

Transformers Provably Learn Two-Mixture of Linear Classification via Gradient Flow.

Hongru Yang, Zhangyang Wang, Jason D. Lee, Yingbin Liang

Proceedings of the Thirteenth International Conference on Learning Representations, 2025

GATUNER:Genetic Algorithm Applied to Floating-Point Precision Tuning.

Jianing Zhang, Jinchen Xu, Hongru Yang, Tao Zhang, Shuai Wang, Bei Zhou

Proceedings of the 32nd Asia-Pacific Software Engineering Conference, 2025

2024

Neural Networks with Sparse Activation Induced by Large Bias: Tighter Analysis with Bias-Generalized NTK.

Hongru Yang, Ziyu Jiang, Ruizhe Zhang, Yingbin Liang, Zhangyang Wang

J. Mach. Learn. Res., 2024

Training Dynamics of Transformers to Recognize Word Co-occurrence via Gradient Flow Analysis.

Hongru Yang, Bhavya Kailkhura, Zhangyang Wang, Yingbin Liang

Proceedings of the Advances in Neural Information Processing Systems 37: Annual Conference on Neural Information Processing Systems 2024, 2024

Arfa: An Agile Regime-Based Floating-Point Optimization Approach for Rounding Errors.

Jinchen Xu, Mengqi Cui, Fei Li, Zuoyan Zhang, Hongru Yang, Bei Zhou, Jie Zhao

Proceedings of the 33rd ACM SIGSOFT International Symposium on Software Testing and Analysis, 2024

LCOC: A Low-cost Optimizing Compiler for Large Scale Quantum Programs Towards Realistic Hardware.

Yu Zhu, Jinchen Xu, Qing Mu, Hongru Yang, Xiaodong Ding, Qiming Du, Zheng Shan

Proceedings of the IEEE International Symposium on Parallel and Distributed Processing with Applications, 2024

2023

Pruning Before Training May Improve Generalization, Provably.

Hongru Yang, Yingbin Liang, Xiaojie Guo, Lingfei Wu, Zhangyang Wang

CoRR, 2023

Convergence and Generalization of Wide Neural Networks with Large Bias.

Hongru Yang, Ziyu Jiang, Ruizhe Zhang, Zhangyang Wang, Yingbin Liang

CoRR, 2023

Eiffel: Inferring Input Ranges of Significant Floating-point Errors via Polynomial Extrapolation.

Zuoyan Zhang, Bei Zhou, Jiangwei Hao, Hongru Yang, Mengqi Cui, Yuchang Zhou, Guanghui Song, Fei Li, Jinchen Xu, Jie Zhao

Proceedings of the 38th IEEE/ACM International Conference on Automated Software Engineering, 2023

AMPT: Automatic Mixed-Precision Tuning Based on Accuracy Gain.

Jiangwei Hao, Yuanyuan Xia, Fei Li, Hongru Yang, Zongjiang Yi, Bei Zhou, Jianmin Pang

Proceedings of the 30th Asia-Pacific Software Engineering Conference, 2023

On the Neural Tangent Kernel Analysis of Randomly Pruned Neural Networks.

Hongru Yang, Zhangyang Wang

Proceedings of the International Conference on Artificial Intelligence and Statistics, 2023

2022

On the Neural Tangent Kernel Analysis of Randomly Pruned Wide Neural Networks.

Hongru Yang, Zhangyang Wang

CoRR, 2022

2021

Comparison of Accuracy and Scalability of Gauss-Newton and Alternating Least Squares for CANDECOMC/PARAFAC Decomposition.

Navjot Singh, Linjian Ma, Hongru Yang, Edgar Solomonik

SIAM J. Sci. Comput., 2021

Application of multivariate statistics and 3D visualization analysis in tacit knowledge diffusion map.

Hongru Yang, Jiajun Li

Displays, 2021

2020

Continuous Regular Functions.

Alexi Block Gorman, Philipp Hieronymi, Elliot Kaplan, Ruoyu Meng, Erik Walsberg, Zihe Wang, Ziqin Xiong, Hongru Yang

Log. Methods Comput. Sci., 2020

2019

Comparison of Accuracy and Scalability of Gauss-Newton and Alternating Least Squares for CP Decomposition.

Navjot Singh, Linjian Ma, Hongru Yang, Edgar Solomonik

CoRR, 2019