Yuge Zhang

According to our database, Yuge Zhang authored at least 17 papers between 2020 and 2025.

Collaborative distances:

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

2025

VisEval: A Benchmark for Data Visualization in the Era of Large Language Models.

Nan Chen, Yuge Zhang, Jiahang Xu, Kan Ren, Yuqing Yang

IEEE Trans. Vis. Comput. Graph., January, 2025

2024

MLCopilot: Unleashing the Power of Large Language Models in Solving Machine Learning Tasks.

Lei Zhang, Yuge Zhang, Kan Ren, Dongsheng Li, Yuqing Yang

Proceedings of the 18th Conference of the European Chapter of the Association for Computational Linguistics, 2024

Benchmarking Data Science Agents.

Yuge Zhang, Qiyang Jiang, Xingyu Han, Nan Chen, Yuqing Yang, Kan Ren

Proceedings of the 62nd Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2024

2023

AutoTaskFormer: Searching Vision Transformers for Multi-task Learning.

Yang Liu, Shen Yan, Yuge Zhang, Kan Ren, Quanlu Zhang, Zebin Ren, Deng Cai, Mi Zhang

CoRR, 2023

2022

A Deep Joint Network for Multispectral Demosaicking Based on Pseudo-Panchromatic Images.

Shumin Liu, Yuge Zhang, Jie Chen, Keng Pang Lim, Susanto Rahardja

IEEE J. Sel. Top. Signal Process., 2022

Reinforcement Learning with Automated Auxiliary Loss Search.

Tairan He, Yuge Zhang, Kan Ren, Minghuan Liu, Che Wang, Weinan Zhang, Yuqing Yang, Dongsheng Li

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

Privacy-preserving Online AutoML for Domain-Specific Face Detection.

Chenqian Yan, Yuge Zhang, Quanlu Zhang, Yaming Yang, Xinyang Jiang, Yuqing Yang, Baoyuan Wang

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2022

2021

Object Detection in Hyperspectral Images.

Longbin Yan, Min Zhao, Xiuheng Wang, Yuge Zhang, Jie Chen

IEEE Signal Process. Lett., 2021

A model-based variable step-size strategy for proximal multitask diffusion LMS algorithm.

Yuge Zhang, Danqi Jin, Jie Chen

Digit. Signal Process., 2021

Full-Cycle Energy Consumption Benchmark for Low-Carbon Computer Vision.

Bo Li, Xinyang Jiang, Donglin Bai, Yuge Zhang, Ningxin Zheng, Xuanyi Dong, Lu Liu, Yuqing Yang, Dongsheng Li

CoRR, 2021

AceNAS: Learning to Rank Ace Neural Architectures with Weak Supervision of Weight Sharing.

Yuge Zhang, Chenqian Yan, Quanlu Zhang, Li Lyna Zhang, Yaming Yang, Xiaotian Gao, Yuqing Yang

CoRR, 2021

Physical Layer Authentication Based on Gaussian Mixture Model Under Unknown Number of Attackers.

Yuge Zhang

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

2020

How Does Supernet Help in Neural Architecture Search?

Yuge Zhang, Quanlu Zhang, Yaming Yang

CoRR, 2020

Deeper Insights into Weight Sharing in Neural Architecture Search.

Yuge Zhang, Zejun Lin, Junyang Jiang, Quanlu Zhang, Yujing Wang, Hui Xue, Chen Zhang, Yaming Yang

CoRR, 2020

CNN-Based Anomaly Detection For Face Presentation Attack Detection With Multi-Channel Images.

Yuge Zhang, Min Zhao, Longbin Yan, Tiande Gao, Jie Chen

Proceedings of the 2020 IEEE International Conference on Visual Communications and Image Processing, 2020

Retiarii: A Deep Learning Exploratory-Training Framework.

Quanlu Zhang, Zhenhua Han, Fan Yang, Yuge Zhang, Zhe Liu, Mao Yang, Lidong Zhou

Proceedings of the 14th USENIX Symposium on Operating Systems Design and Implementation, 2020

Investigating different stress-relief methods using Electroencephalogram (EEG).

Yuge Zhang, Qin Wang, Zheng Yang Chin, Kai Keng Ang

Proceedings of the 42nd Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2020