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2020 – today
- 2024
[j5]Yizhuo Cai
, Bo Lei, Qianying Zhao, Jing Peng, Min Wei, Yushun Zhang, Xing Zhang:
Communication efficiency optimization of federated learning for computing and network convergence of 6G networks. Frontiers Inf. Technol. Electron. Eng. 25(5): 713-727 (2024)- [c7]Ziniu Li, Tian Xu, Yushun Zhang, Zhihang Lin, Yang Yu, Ruoyu Sun, Zhi-Quan Luo:
ReMax: A Simple, Effective, and Efficient Reinforcement Learning Method for Aligning Large Language Models. ICML 2024 - [c6]Bohan Wang, Yushun Zhang, Huishuai Zhang, Qi Meng, Ruoyu Sun, Zhi-Ming Ma, Tie-Yan Liu, Zhi-Quan Luo, Wei Chen:
Provable Adaptivity of Adam under Non-uniform Smoothness. KDD 2024: 2960-2969 - [i9]Yushun Zhang, Congliang Chen, Tian Ding, Ziniu Li, Ruoyu Sun, Zhi-Quan Luo:
Why Transformers Need Adam: A Hessian Perspective. CoRR abs/2402.16788 (2024) - [i8]Yushun Zhang, Congliang Chen, Ziniu Li, Tian Ding, Chenwei Wu, Yinyu Ye, Zhi-Quan Luo, Ruoyu Sun:
Adam-mini: Use Fewer Learning Rates To Gain More. CoRR abs/2406.16793 (2024) - [i7]Yupeng Chen, Senmiao Wang, Zhihang Lin, Zeyu Qin, Yushun Zhang, Tian Ding, Ruoyu Sun:
MoFO: Momentum-Filtered Optimizer for Mitigating Forgetting in LLM Fine-Tuning. CoRR abs/2407.20999 (2024) - 2023
- [i6]Hua Wang, Yuqiong Wu, Yushun Zhang, Fuqiang Lai, Zhou Feng, Bing Xie, Ailin Zhao:
Uncertainty and Explainable Analysis of Machine Learning Model for Reconstruction of Sonic Slowness Logs. CoRR abs/2308.12625 (2023) - [i5]Ziniu Li, Tian Xu, Yushun Zhang, Yang Yu, Ruoyu Sun, Zhi-Quan Luo:
ReMax: A Simple, Effective, and Efficient Reinforcement Learning Method for Aligning Large Language Models. CoRR abs/2310.10505 (2023) - [i4]Yizhuo Cai, Bo Lei, Qianying Zhao, Jing Peng, Min Wei, Yushun Zhang, Xing Zhang:
Communication Efficiency Optimization of Federated Learning for Computing and Network Convergence of 6G Networks. CoRR abs/2311.16540 (2023) - 2022
- [c5]Yushun Zhang, Xing Zhang, Yizhuo Cai:
Multi-task Federated Learning based on Client Scheduling in Mobile Edge Computing. ICCC 2022: 185-190 - [c4]Ziniu Li, Yingru Li, Yushun Zhang, Tong Zhang, Zhi-Quan Luo:
HyperDQN: A Randomized Exploration Method for Deep Reinforcement Learning. ICLR 2022 - [c3]Yushun Zhang, Congliang Chen, Naichen Shi, Ruoyu Sun, Zhi-Quan Luo:
Adam Can Converge Without Any Modification On Update Rules. NeurIPS 2022 - [i3]Yushun Zhang, Congliang Chen, Naichen Shi, Ruoyu Sun, Zhi-Quan Luo:
Adam Can Converge Without Any Modification on Update Rules. CoRR abs/2208.09632 (2022) - [i2]Bohan Wang, Yushun Zhang, Huishuai Zhang, Qi Meng, Zhi-Ming Ma, Tie-Yan Liu, Wei Chen:
Provable Adaptivity in Adam. CoRR abs/2208.09900 (2022) - [i1]Jiawei Zhang, Yushun Zhang, Mingyi Hong, Ruoyu Sun, Zhi-Quan Luo:
When Expressivity Meets Trainability: Fewer than n Neurons Can Work. CoRR abs/2210.12001 (2022) - 2021
- [j4]Enfa Zhao, Hang Xie, Yushun Zhang:
Identification of Differentially Expressed Genes Associated with Idiopathic Pulmonary Arterial Hypertension by Integrated Bioinformatics Approaches. J. Comput. Biol. 28(1): 79-88 (2021) - [j3]Mingzhi Zhang, Xiaoqun Yan, Zhenguang Lu, Qingjun Bai, Yushun Zhang, Donglin Wang, Yuangang Zhou, Yuqing Yin:
Effects of Micropore Group Spacing and Irrigation Amount on Soil Respiration and Yield of Tomato with Microsprinkler Irrigation under Plastic Film in Greenhouse. J. Sensors 2021: 6658059:1-6658059:16 (2021) - [c2]Qiming Cao, Xing Zhang, Yushun Zhang, Yongdong Zhu:
Layered Model Aggregation based Federated Learning in Mobile Edge Networks. ICCC 2021: 1-6 - [c1]Jiawei Zhang, Yushun Zhang, Mingyi Hong, Ruoyu Sun, Zhi-Quan Luo:
When Expressivity Meets Trainability: Fewer than $n$ Neurons Can Work. NeurIPS 2021: 9167-9180 - 2020
- [j2]Xinqiang Qiu, Yushun Zhang, Haixia Qin, Wang Min, Yanping Wang, Haochen Yang, Zhenguang Lu:
Estimation of Leaf Water Use Efficiency Threshold Values for Water Stress in Winter Wheat (Triticum aestivum L.). J. Sensors 2020: 8815940:1-8815940:11 (2020) - [j1]Mingzhi Zhang, Zhenguang Lu, Qingjun Bai, Yushun Zhang, Xinqiang Qiu, Haixia Qin, Haochen Yang, Yanping Wang:
Effect of Microsprinkler Irrigation under Plastic Film on Photosynthesis and Fruit Yield of Greenhouse Tomato. J. Sensors 2020: 8849419:1-8849419:14 (2020)
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