Yuge Zhang

Research SDE II

论文与出版物

查看方式：

- Benchmarking Data Science Agents
  
  Yuge Zhang, Qiyang Jiang, Xingyu Han, Nan Chen, Yuqing Yang, Kan Ren
  
  The 62nd Annual Meeting of the Association for Computational Linguistics (ACL 2024) | August 2024
  
  DOI Preprint Publication Publication
- VisEval: A Benchmark for Data Visualization in the Era of Large Language Models
  
  Nan Chen, Yuge Zhang, Jiahang Xu, Kan Ren, Yuqing Yang
  
  IEEE Transactions on Visualization and Computer Graphics | July 2024, 第 PP 卷
  
  Best paper
  
  VIS2024
  
  DOI Preprint Github
- MLCopilot: Unleashing the Power of Large Language Models in Solving Machine Learning Tasks
  
  Lei Zhang, Yuge Zhang, Kan Ren, Dongsheng Li, Yuqing Yang
  
  The 18th Conference of the European Chapter of the Association for Computational Linguistics (EACL 2024) | March 2024
  
  Outstanding Paper Award
  
  DOI Publication Publication Publication
- Reinforcement Learning with Automated Auxiliary Loss Search
  
  Tairan He, Yuge Zhang, Kan Ren, Minghuan Liu, Che Wang, Weinan Zhang, Yuqing Yang, Dongsheng Li
  
  2022 Neural Information Processing Systems | October 2022
  
  Publication
- 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
  
  August 2021
  
  发布者： arXiv | August 2021
  
  Publication
- How Does Supernet Help in Neural Architecture Search?
  
  Yuge Zhang, Quanlu Zhang, Yaming Yang
  
  2nd Workshop on Neural Architecture Search at ICLR 2021 | July 2021
  
  Publication

- Benchmarking Data Science Agents
  
  Yuge Zhang, Qiyang Jiang, Xingyu Han, Nan Chen, Yuqing Yang, Kan Ren
  
  The 62nd Annual Meeting of the Association for Computational Linguistics (ACL 2024) | August 2024
  
  DOI Preprint Publication Publication
- MLCopilot: Unleashing the Power of Large Language Models in Solving Machine Learning Tasks
  
  Lei Zhang, Yuge Zhang, Kan Ren, Dongsheng Li, Yuqing Yang
  
  The 18th Conference of the European Chapter of the Association for Computational Linguistics (EACL 2024) | March 2024
  
  Outstanding Paper Award
  
  DOI Publication Publication Publication
- Reinforcement Learning with Automated Auxiliary Loss Search
  
  Tairan He, Yuge Zhang, Kan Ren, Minghuan Liu, Che Wang, Weinan Zhang, Yuqing Yang, Dongsheng Li
  
  2022 Neural Information Processing Systems | October 2022
  
  Publication
- 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
  
  August 2021
  
  发布者： arXiv | August 2021
  
  Publication
- How Does Supernet Help in Neural Architecture Search?
  
  Yuge Zhang, Quanlu Zhang, Yaming Yang
  
  2nd Workshop on Neural Architecture Search at ICLR 2021 | July 2021
  
  Publication
- VisEval: A Benchmark for Data Visualization in the Era of Large Language Models
  
  Nan Chen, Yuge Zhang, Jiahang Xu, Kan Ren, Yuqing Yang
  
  IEEE Transactions on Visualization and Computer Graphics | July 2024, 第 PP 卷
  
  Best paper
  
  VIS2024
  
  DOI Preprint Github
- VisEval: A Benchmark for Data Visualization in the Era of Large Language Models
  
  Nan Chen, Yuge Zhang, Jiahang Xu, Kan Ren, Yuqing Yang
  
  IEEE Transactions on Visualization and Computer Graphics | July 2024, 第 PP 卷
  
  Best paper
  
  VIS2024
  
  DOI Preprint Github

- Benchmarking Data Science Agents
  
  Yuge Zhang, Qiyang Jiang, Xingyu Han, Nan Chen, Yuqing Yang, Kan Ren
  
  The 62nd Annual Meeting of the Association for Computational Linguistics (ACL 2024) | August 2024
  
  DOI Preprint Publication Publication
- MLCopilot: Unleashing the Power of Large Language Models in Solving Machine Learning Tasks
  
  Lei Zhang, Yuge Zhang, Kan Ren, Dongsheng Li, Yuqing Yang
  
  The 18th Conference of the European Chapter of the Association for Computational Linguistics (EACL 2024) | March 2024
  
  Outstanding Paper Award
  
  DOI Publication Publication Publication
- Reinforcement Learning with Automated Auxiliary Loss Search
  
  Tairan He, Yuge Zhang, Kan Ren, Minghuan Liu, Che Wang, Weinan Zhang, Yuqing Yang, Dongsheng Li
  
  2022 Neural Information Processing Systems | October 2022
  
  Publication
- How Does Supernet Help in Neural Architecture Search?
  
  Yuge Zhang, Quanlu Zhang, Yaming Yang
  
  2nd Workshop on Neural Architecture Search at ICLR 2021 | July 2021
  
  Publication
- VisEval: A Benchmark for Data Visualization in the Era of Large Language Models
  
  Nan Chen, Yuge Zhang, Jiahang Xu, Kan Ren, Yuqing Yang
  
  IEEE Transactions on Visualization and Computer Graphics | July 2024, 第 PP 卷
  
  Best paper
  
  VIS2024
  
  DOI Preprint Github
- 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
  
  August 2021
  
  发布者： arXiv | August 2021
  
  Publication

Yuge Zhang

论文与出版物

Benchmarking Data Science Agents

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

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

Reinforcement Learning with Automated Auxiliary Loss Search

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

How Does Supernet Help in Neural Architecture Search?

Benchmarking Data Science Agents

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

Reinforcement Learning with Automated Auxiliary Loss Search

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

How Does Supernet Help in Neural Architecture Search?

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

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

Benchmarking Data Science Agents

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

Reinforcement Learning with Automated Auxiliary Loss Search

How Does Supernet Help in Neural Architecture Search?

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

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

联系 Yuge Zhang

微软亚洲研究院