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Wanli Ouyang

Shanghai Artificial Intelligence Laboratory

SCHOLARLY PAPERS

4

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91

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Scholarly Papers (4)

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1.

Genomics-FM: Universal Foundation Model for Versatile and Data-Efficient Functional Genomic Analysis

Number of pages: 23 Posted: 25 Nov 2024
Peng Ye, Weiqiang Bai, Yuchen Ren, Wenran Li, Lifeng Qiao, Chaoqi Liang, Linxiao Wang, Yuchen Cai, Jianle Sun, Zejun Yang, Peng Zheng, Tao Chen, Zhihui Wang, Xihui Liu, Nanqing Dong, Xinzhu Ma, Hongliang Yan, Zhen Wang, Sijia Wang, Wanli Ouyang and Sneak Peek Administrator
Shanghai Artificial Intelligence Laboratory, Shanghai Artificial Intelligence Laboratory, Shanghai Artificial Intelligence Laboratory, Chinese Academy of Sciences (CAS), Shanghai Artificial Intelligence Laboratory, Shanghai Artificial Intelligence Laboratory, Chinese Academy of Sciences (CAS), Shanghai Artificial Intelligence Laboratory, Carnegie Mellon University, Shanghai Artificial Intelligence Laboratory, Shanghai Artificial Intelligence Laboratory, Fudan University, Dalian University of Technology, The University of Hong Kong, Shanghai Artificial Intelligence Laboratory, Shanghai Artificial Intelligence Laboratory, Shanghai Artificial Intelligence Laboratory, Chinese Academy of Sciences (CAS), Chinese Academy of Sciences (CAS), Shanghai Artificial Intelligence Laboratory and Independent
Downloads 37 (1,222,651)

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foundation model, genomic vocabulary, label-efficient, cross domain

2.

A Renaissance of Explicit Motion Information Mining from Transformers for Action Recognition

Number of pages: 36 Posted: 24 Feb 2024
Peiqin Zhuang, Lei Bai, Yichao Wu, Ding Liang, Luping Zhou, Yanlin Wang and Wanli Ouyang
The University of Sydney, Shanghai Artificial Intelligence Laboratory, affiliation not provided to SSRN, affiliation not provided to SSRN, The University of Sydney, Chinese Academy of Sciences (CAS) - Shenzhen Institute of Advanced Technology and Shanghai Artificial Intelligence Laboratory
Downloads 29 (1,345,526)

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action recognition, Video Classification, transformer

3.

scMOBA: A Conversational Single-Cell Multi-Omics Foundation Model for Brain Research

Number of pages: 71 Posted: 19 Mar 2026
Ran Wei, Ziyao Zhang, Jianle Sun, Yongkang Sun, Guoming Ma, Junkai Zhang, Juan Meng, Peng Zheng, Chaoqi Liang, Fanyi Meng, Wanli Ouyang, Lei Bai, Peng Ye and Yidi Sun
Shanghai Artificial Intelligence Laboratory, Chinese Academy of Sciences (CAS), Carnegie Mellon University, Chinese Academy of Sciences (CAS), Chinese Academy of Sciences (CAS), Chinese Academy of Sciences (CAS), Chinese Academy of Sciences (CAS), Shanghai Artificial Intelligence Laboratory, Shanghai Artificial Intelligence Laboratory, Shanghai Artificial Intelligence Laboratory, Shanghai Artificial Intelligence Laboratory, Shanghai Artificial Intelligence Laboratory, Shanghai Artificial Intelligence Laboratory and Chinese Academy of Sciences (CAS)
Downloads 15 (1,509,872)

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Single-cell multi-omics, Foundation model, conversational, Feature-Question-Answer, zero-shot, brain research

4.

Large Language Models as Designers for Autonomous Research of Anisotropic Polymer Thermocells

Number of pages: 28 Posted: 28 Apr 2026
Wanhao Liu, Jue Wang, Zonglin Yang, Haiyang Yuan, Weida Wang, Ben Gao, Qian Tan, Houqiang Li, Wanli Ouyang, Guangming Liu, Yuqiang Li and Zan Hua
University of Science and Technology of China (USTC), University of Science and Technology of China (USTC), Nanyang Technological University, University of Science and Technology of China (USTC), Shanghai Artificial Intelligence Laboratory, Shanghai Artificial Intelligence Laboratory, Shanghai Artificial Intelligence Laboratory, University of Science and Technology of China (USTC), Shanghai Artificial Intelligence Laboratory, University of Science and Technology of China (USTC), Shanghai Artificial Intelligence Laboratory and Anhui Normal University
Downloads 10 (1,548,648)

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Large Language Models, Hypothesis Generation, Autonomous Research, Polymer Thermocells