Zeyuan Yang
PhD Student, University of Massachusetts Amherst
YangZeyuan2020 [AT] gmail.com
Bio
Zeyuan Yang is a first year PhD student at University of Massachusetts Amherst, working under the supervision of Prof. Chuang Gan and Prof. Hao Zhang. His primary research interest lie in embodied intelligence and natural language processing. Currently, he focus on building lifelong embodied agents executable in real-world environments. He welcomes collaboration opportunities and encourages interested individuals to reach out.
Zeyuan received his master's degree in Computer Science at Tsinghua University. During his master study, he was fortunate to be mentored by Prof. Yang Liu and Prof. Peng Li. Before graduate study, he received his bachelor's degree from the School of Economics and Management at Tsinghua University.
Publications
Most recent publications on Google Scholar.
‡ indicates equal contribution.
Towards Unified Alignment Between Agents, Humans, and Environment
Zonghan Yang, An Liu, Zijun Liu, Kaiming Liu, Fangzhou Xiong, Yile Wang, Zeyuan Yang, Qingyuan Hu, Xinrui Chen, Zhenhe Zhang, Fuwen Luo, Zhicheng Guo, Peng Li, Yang Liu
ICML 2024
RILA: Reflective and Imaginative Language Agent for Zero-Shot Semantic Audio-Visual Navigation
Zeyuan Yang‡, Jiageng Liu‡, Peihao Chen, Anoop Cherian, Tim K Marks, Jonathan Le Roux, Chuang Gan
CVPR 2024
Failures Pave the Way: Enhancing Large Language Models through Tuning-free Rule Accumulation
Zeyuan Yang, Peng Li, Yang Liu
EMNLP 2023
Restricted orthogonal gradient projection for continual learning
Zeyuan Yang, Zonghan Yang, Yichen Liu, Peng Li, Yang Liu
AI Open
Dynamic Multi-branch Layers for On-device Neural Machine Translation
Zhixing Tan, Zeyuan Yang, Meng Zhang, Qun Liu, Maosong Sun, Yang Liu
IEEE/ACM Transactions on Audio, Speech, and Language Processing
Exploring Deep Learning for Air Pollutant Emission Estimation
Lin Huang‡, Song Liu‡, Zeyuan Yang, Jia Xing, Jia Zhang, Jiang Bian, Siwei Li, Shovan Kumar Sahu, Shuxiao Wang, Tie-Yan Liu
Geoscientific Model Development
Towards Unified Alignment Between Agents, Humans, and Environment
Zonghan Yang, An Liu, Zijun Liu, Kaiming Liu, Fangzhou Xiong, Yile Wang, Zeyuan Yang, Qingyuan Hu, Xinrui Chen, Zhenhe Zhang, Fuwen Luo, Zhicheng Guo, Peng Li, Yang Liu
ICML 2024
RILA: Reflective and Imaginative Language Agent for Zero-Shot Semantic Audio-Visual Navigation
Zeyuan Yang‡, Jiageng Liu‡, Peihao Chen, Anoop Cherian, Tim K Marks, Jonathan Le Roux, Chuang Gan
CVPR 2024
Failures Pave the Way: Enhancing Large Language Models through Tuning-free Rule Accumulation
Zeyuan Yang, Peng Li, Yang Liu
EMNLP 2023
Restricted orthogonal gradient projection for continual learning
Zeyuan Yang, Zonghan Yang, Yichen Liu, Peng Li, Yang Liu
AI Open
Dynamic Multi-branch Layers for On-device Neural Machine Translation
Zhixing Tan, Zeyuan Yang, Meng Zhang, Qun Liu, Maosong Sun, Yang Liu
IEEE/ACM Transactions on Audio, Speech, and Language Processing
Exploring Deep Learning for Air Pollutant Emission Estimation
Lin Huang‡, Song Liu‡, Zeyuan Yang, Jia Xing, Jia Zhang, Jiang Bian, Siwei Li, Shovan Kumar Sahu, Shuxiao Wang, Tie-Yan Liu
Geoscientific Model Development
Vitæ
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University of Massachusetts Amherst 2024 - nowPhD Student
Department of Computer Science and Technology -
Zhiyuan Innovation Technology Co., Ltd. 02/2024 - 08/2024Research Intern
Beijing, China -
Tsinghua Univerity 2021 - 2024Master Student
Department of Computer Science and Technology -
Ruilai Wisdom Technology Co., Ltd. 01/2021 - 06/2021Research Intern
Beijing, China -
Microsoft Research Asia (MSRA) 06/2020 - 12/2020Research Intern
Beijing, China -
Tsinghua University 2017 - 2021B.S. Student
School of Economics and Management