Alert button
Picture for Yuge Zhang

Yuge Zhang

Alert button

Benchmarking Data Science Agents

Feb 27, 2024
Yuge Zhang, Qiyang Jiang, Xingyu Han, Nan Chen, Yuqing Yang, Kan Ren

Viaarxiv icon

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

Apr 28, 2023
Lei Zhang, Yuge Zhang, Kan Ren, Dongsheng Li, Yuqing Yang

Figure 1 for MLCopilot: Unleashing the Power of Large Language Models in Solving Machine Learning Tasks
Figure 2 for MLCopilot: Unleashing the Power of Large Language Models in Solving Machine Learning Tasks
Figure 3 for MLCopilot: Unleashing the Power of Large Language Models in Solving Machine Learning Tasks
Figure 4 for MLCopilot: Unleashing the Power of Large Language Models in Solving Machine Learning Tasks
Viaarxiv icon

AutoTaskFormer: Searching Vision Transformers for Multi-task Learning

Apr 20, 2023
Yang Liu, Shen Yan, Yuge Zhang, Kan Ren, Quanlu Zhang, Zebin Ren, Deng Cai, Mi Zhang

Figure 1 for AutoTaskFormer: Searching Vision Transformers for Multi-task Learning
Figure 2 for AutoTaskFormer: Searching Vision Transformers for Multi-task Learning
Figure 3 for AutoTaskFormer: Searching Vision Transformers for Multi-task Learning
Figure 4 for AutoTaskFormer: Searching Vision Transformers for Multi-task Learning
Viaarxiv icon

Reinforcement Learning with Automated Auxiliary Loss Search

Oct 12, 2022
Tairan He, Yuge Zhang, Kan Ren, Minghuan Liu, Che Wang, Weinan Zhang, Yuqing Yang, Dongsheng Li

Figure 1 for Reinforcement Learning with Automated Auxiliary Loss Search
Figure 2 for Reinforcement Learning with Automated Auxiliary Loss Search
Figure 3 for Reinforcement Learning with Automated Auxiliary Loss Search
Figure 4 for Reinforcement Learning with Automated Auxiliary Loss Search
Viaarxiv icon

Privacy-preserving Online AutoML for Domain-Specific Face Detection

Mar 16, 2022
Chenqian Yan, Yuge Zhang, Quanlu Zhang, Yaming Yang, Xinyang Jiang, Yuqing Yang, Baoyuan Wang

Figure 1 for Privacy-preserving Online AutoML for Domain-Specific Face Detection
Figure 2 for Privacy-preserving Online AutoML for Domain-Specific Face Detection
Figure 3 for Privacy-preserving Online AutoML for Domain-Specific Face Detection
Figure 4 for Privacy-preserving Online AutoML for Domain-Specific Face Detection
Viaarxiv icon

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

Aug 30, 2021
Bo Li, Xinyang Jiang, Donglin Bai, Yuge Zhang, Ningxin Zheng, Xuanyi Dong, Lu Liu, Yuqing Yang, Dongsheng Li

Figure 1 for Full-Cycle Energy Consumption Benchmark for Low-Carbon Computer Vision
Figure 2 for Full-Cycle Energy Consumption Benchmark for Low-Carbon Computer Vision
Figure 3 for Full-Cycle Energy Consumption Benchmark for Low-Carbon Computer Vision
Figure 4 for Full-Cycle Energy Consumption Benchmark for Low-Carbon Computer Vision
Viaarxiv icon

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

Aug 06, 2021
Yuge Zhang, Chenqian Yan, Quanlu Zhang, Li Lyna Zhang, Yaming Yang, Xiaotian Gao, Yuqing Yang

Figure 1 for AceNAS: Learning to Rank Ace Neural Architectures with Weak Supervision of Weight Sharing
Figure 2 for AceNAS: Learning to Rank Ace Neural Architectures with Weak Supervision of Weight Sharing
Figure 3 for AceNAS: Learning to Rank Ace Neural Architectures with Weak Supervision of Weight Sharing
Figure 4 for AceNAS: Learning to Rank Ace Neural Architectures with Weak Supervision of Weight Sharing
Viaarxiv icon

How Does Supernet Help in Neural Architecture Search?

Oct 16, 2020
Yuge Zhang, Quanlu Zhang, Yaming Yang

Figure 1 for How Does Supernet Help in Neural Architecture Search?
Figure 2 for How Does Supernet Help in Neural Architecture Search?
Figure 3 for How Does Supernet Help in Neural Architecture Search?
Figure 4 for How Does Supernet Help in Neural Architecture Search?
Viaarxiv icon

Deeper Insights into Weight Sharing in Neural Architecture Search

Jan 06, 2020
Yuge Zhang, Zejun Lin, Junyang Jiang, Quanlu Zhang, Yujing Wang, Hui Xue, Chen Zhang, Yaming Yang

Figure 1 for Deeper Insights into Weight Sharing in Neural Architecture Search
Figure 2 for Deeper Insights into Weight Sharing in Neural Architecture Search
Figure 3 for Deeper Insights into Weight Sharing in Neural Architecture Search
Figure 4 for Deeper Insights into Weight Sharing in Neural Architecture Search
Viaarxiv icon