Yuge Zhang

Publication Activity (10 Years)

Years Active: 2020-2024
Publications (10 Years): 21

Top Topics

Neural Architecture

Learning To Rank

Top Venues

IEEE Signal Process. Lett.

IEEE J. Sel. Top. Signal Process.

Publications

Yuge Zhang, Qiyang Jiang, Xingyu Han, Nan Chen, Yuqing Yang, Kan Ren
Benchmarking Data Science Agents. CoRR (2024)
Nan Chen, Yuge Zhang, Jiahang Xu, Kan Ren, Yuqing Yang
VisEval: A Benchmark for Data Visualization in the Era of Large Language Models. CoRR (2024)
Lei Zhang, Yuge Zhang, Kan Ren, Dongsheng Li, Yuqing Yang
MLCopilot: Unleashing the Power of Large Language Models in Solving Machine Learning Tasks. EACL (1) (2024)
Yuge Zhang, Qiyang Jiang, XingyuHan XingyuHan, Nan Chen, Yuqing Yang, Kan Ren
Benchmarking Data Science Agents. ACL (1) (2024)
Lei Zhang, Yuge Zhang, Kan Ren, Dongsheng Li, Yuqing Yang
MLCopilot: Unleashing the Power of Large Language Models in Solving Machine Learning Tasks. CoRR (2023)
Yang Liu, Shen Yan, Yuge Zhang, Kan Ren, Quanlu Zhang, Zebin Ren, Deng Cai, Mi Zhang
AutoTaskFormer: Searching Vision Transformers for Multi-task Learning. CoRR (2023)
Chenqian Yan, Yuge Zhang, Quanlu Zhang, Yaming Yang, Xinyang Jiang, Yuqing Yang, Baoyuan Wang
Privacy-preserving Online AutoML for Domain-Specific Face Detection. CoRR (2022)
Chenqian Yan, Yuge Zhang, Quanlu Zhang, Yaming Yang, Xinyang Jiang, Yuqing Yang, Baoyuan Wang
Privacy-preserving Online AutoML for Domain-Specific Face Detection. CVPR (2022)
Tairan He, Yuge Zhang, Kan Ren, Minghuan Liu, Che Wang, Weinan Zhang, Yuqing Yang, Dongsheng Li
Reinforcement Learning with Automated Auxiliary Loss Search. CoRR (2022)
Tairan He, Yuge Zhang, Kan Ren, Minghuan Liu, Che Wang, Weinan Zhang, Yuqing Yang, Dongsheng Li
Reinforcement Learning with Automated Auxiliary Loss Search. NeurIPS (2022)
Shumin Liu, Yuge Zhang, Jie Chen, Keng Pang Lim, Susanto Rahardja
A Deep Joint Network for Multispectral Demosaicking Based on Pseudo-Panchromatic Images. IEEE J. Sel. Top. Signal Process. 16 (4) (2022)
Yuge Zhang, Chenqian Yan, Quanlu Zhang, Li Lyna Zhang, Yaming Yang, Xiaotian Gao, Yuqing Yang
AceNAS: Learning to Rank Ace Neural Architectures with Weak Supervision of Weight Sharing. CoRR (2021)
Bo Li, Xinyang Jiang, Donglin Bai, Yuge Zhang, Ningxin Zheng, Xuanyi Dong, Lu Liu, Yuqing Yang, Dongsheng Li
Full-Cycle Energy Consumption Benchmark for Low-Carbon Computer Vision. CoRR (2021)
Yuge Zhang, Danqi Jin, Jie Chen
A model-based variable step-size strategy for proximal multitask diffusion LMS algorithm. Digit. Signal Process. 117 (2021)
Longbin Yan, Min Zhao, Xiuheng Wang, Yuge Zhang, Jie Chen
Object Detection in Hyperspectral Images. IEEE Signal Process. Lett. 28 (2021)
Yuge Zhang
Physical Layer Authentication Based on Gaussian Mixture Model Under Unknown Number of Attackers. ICCC (2021)
Quanlu Zhang, Zhenhua Han, Fan Yang, Yuge Zhang, Zhe Liu, Mao Yang, Lidong Zhou
Retiarii: A Deep Learning Exploratory-Training Framework. OSDI (2020)
Yuge Zhang, Min Zhao, Longbin Yan, Tiande Gao, Jie Chen
CNN-Based Anomaly Detection For Face Presentation Attack Detection With Multi-Channel Images. VCIP (2020)
Yuge Zhang, Quanlu Zhang, Yaming Yang
How Does Supernet Help in Neural Architecture Search? CoRR (2020)
Yuge Zhang, Zejun Lin, Junyang Jiang, Quanlu Zhang, Yujing Wang, Hui Xue, Chen Zhang, Yaming Yang
Deeper Insights into Weight Sharing in Neural Architecture Search. CoRR (2020)
Yuge Zhang, Qin Wang, Zheng Yang Chin, Kai Keng Ang
Investigating different stress-relief methods using Electroencephalogram (EEG). EMBC (2020)