Yushun Zhang

According to our database, Yushun Zhang authored at least 24 papers between 2020 and 2025.

Collaborative distances:

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

2025

GeoLaux: A Benchmark for Evaluating MLLMs' Geometry Performance on Long-Step Problems Requiring Auxiliary Lines.

Yumeng Fu, Jiayin Zhu, Lingling Zhang, Bo Zhao, Shaoxuan Ma, Yushun Zhang, Yanrui Wu, Wenjun Wu

CoRR, August, 2025

XX^t Can Be Faster.

Dmitry Rybin, Yushun Zhang, Zhi-Quan Luo

CoRR, May, 2025

Towards Quantifying the Hessian Structure of Neural Networks.

Zhaorui Dong, Yushun Zhang, Zhi-Quan Luo, Jianfeng Yao, Ruoyu Sun

CoRR, May, 2025

Exploring and Improving Initialization for Deep Graph Neural Networks: A Signal Propagation Perspective.

Senmiao Wang, Yupeng Chen, Yushun Zhang, Ruoyu Sun, Tian Ding

Trans. Mach. Learn. Res., 2025

Adam-mini: Use Fewer Learning Rates To Gain More.

Yushun Zhang, Congliang Chen, Ziniu Li, Tian Ding, Chenwei Wu, Diederik P. Kingma, Yinyu Ye, Zhi-Quan Luo, Ruoyu Sun

Proceedings of the Thirteenth International Conference on Learning Representations, 2025

2024

Communication efficiency optimization of federated learning for computing and network convergence of 6G networks.

Yizhuo Cai, Bo Lei, Qianying Zhao, Jing Peng, Min Wei, Yushun Zhang, Xing Zhang

Frontiers Inf. Technol. Electron. Eng., May, 2024

FedACT: An adaptive chained training approach for federated learning in computing power networks.

Min Wei, Qianying Zhao, Bo Lei, Yizhuo Cai, Yushun Zhang, Xing Zhang, Wenbo Wang

Digit. Commun. Networks, 2024

MoFO: Momentum-Filtered Optimizer for Mitigating Forgetting in LLM Fine-Tuning.

Yupeng Chen, Senmiao Wang, Zhihang Lin, Zeyu Qin, Yushun Zhang, Tian Ding, Ruoyu Sun

CoRR, 2024

Adam-mini: Use Fewer Learning Rates To Gain More.

Yushun Zhang, Congliang Chen, Ziniu Li, Tian Ding, Chenwei Wu, Yinyu Ye, Zhi-Quan Luo, Ruoyu Sun

CoRR, 2024

Why Transformers Need Adam: A Hessian Perspective.

Yushun Zhang, Congliang Chen, Tian Ding, Ziniu Li, Ruoyu Sun, Zhi-Quan Luo

Proceedings of the Advances in Neural Information Processing Systems 38: Annual Conference on Neural Information Processing Systems 2024, 2024

Provable Adaptivity of Adam under Non-uniform Smoothness.

Bohan Wang, Yushun Zhang, Huishuai Zhang, Qi Meng, Ruoyu Sun, Zhi-Ming Ma, Tie-Yan Liu, Zhi-Quan Luo, Wei Chen

Proceedings of the 30th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, 2024

ReMax: A Simple, Effective, and Efficient Reinforcement Learning Method for Aligning Large Language Models.

Ziniu Li, Tian Xu, Yushun Zhang, Zhihang Lin, Yang Yu, Ruoyu Sun, Zhi-Quan Luo

Proceedings of the Forty-first International Conference on Machine Learning, 2024

2023

ReMax: A Simple, Effective, and Efficient Reinforcement Learning Method for Aligning Large Language Models.

Ziniu Li, Tian Xu, Yushun Zhang, Yang Yu, Ruoyu Sun, Zhi-Quan Luo

CoRR, 2023

Uncertainty and Explainable Analysis of Machine Learning Model for Reconstruction of Sonic Slowness Logs.

Hua Wang, Yuqiong Wu, Yushun Zhang, Fuqiang Lai, Zhou Feng, Bing Xie, Ailin Zhao

CoRR, 2023

2022

Provable Adaptivity in Adam.

Bohan Wang, Yushun Zhang, Huishuai Zhang, Qi Meng, Zhi-Ming Ma, Tie-Yan Liu, Wei Chen

CoRR, 2022

Adam Can Converge Without Any Modification On Update Rules.

Yushun Zhang, Congliang Chen, Naichen Shi, Ruoyu Sun, Zhi-Quan Luo

Proceedings of the Advances in Neural Information Processing Systems 35: Annual Conference on Neural Information Processing Systems 2022, 2022

HyperDQN: A Randomized Exploration Method for Deep Reinforcement Learning.

Ziniu Li, Yingru Li, Yushun Zhang, Tong Zhang, Zhi-Quan Luo

Proceedings of the Tenth International Conference on Learning Representations, 2022

Multi-task Federated Learning based on Client Scheduling in Mobile Edge Computing.

Yushun Zhang, Xing Zhang, Yizhuo Cai

Proceedings of the IEEE/CIC International Conference on Communications in China, 2022

2021

Effects of Micropore Group Spacing and Irrigation Amount on Soil Respiration and Yield of Tomato with Microsprinkler Irrigation under Plastic Film in Greenhouse.

Mingzhi Zhang, Xiaoqun Yan, Zhenguang Lu, Qingjun Bai, Yushun Zhang, Donglin Wang, Yuangang Zhou, Yuqing Yin

J. Sensors, 2021

Identification of Differentially Expressed Genes Associated with Idiopathic Pulmonary Arterial Hypertension by Integrated Bioinformatics Approaches.

Enfa Zhao, Hang Xie, Yushun Zhang

J. Comput. Biol., 2021

When Expressivity Meets Trainability: Fewer than $n$ Neurons Can Work.

Jiawei Zhang, Yushun Zhang, Mingyi Hong, Ruoyu Sun, Zhi-Quan Luo

Proceedings of the Advances in Neural Information Processing Systems 34: Annual Conference on Neural Information Processing Systems 2021, 2021

Layered Model Aggregation based Federated Learning in Mobile Edge Networks.

Qiming Cao, Xing Zhang, Yushun Zhang, Yongdong Zhu

Proceedings of the 10th IEEE/CIC International Conference on Communications in China, 2021

2020

Effect of Microsprinkler Irrigation under Plastic Film on Photosynthesis and Fruit Yield of Greenhouse Tomato.

Mingzhi Zhang, Zhenguang Lu, Qingjun Bai, Yushun Zhang, Xinqiang Qiu, Haixia Qin, Haochen Yang, Yanping Wang

J. Sensors, 2020

Estimation of Leaf Water Use Efficiency Threshold Values for Water Stress in Winter Wheat (Triticum aestivum L.).

Xinqiang Qiu, Yushun Zhang, Haixia Qin, Wang Min, Yanping Wang, Haochen Yang, Zhenguang Lu

J. Sensors, 2020