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Junyu Liu

Kyoto University

SCHOLARLY PAPERS

9

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Scholarly Papers (9)

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1.

Transformer: A Survey and Application

Number of pages: 196 Posted: 30 Apr 2025
Xinyuan Song, Keyu Chen, Ziqian Bi, Qian Niu, Junyu Liu, Benji Peng, Sen Zhang, Zichen Yuan, Ming Liu, Ming Li, Juan Zhang, Tianyang Wang, Xuanhe Pan, Yichao Zhang, Junhao Song, Jiawei Xu, Chuanqi Jiang, Jinlang Wang and Pohsun Feng
Emory University, Georgia Institute of Technology, Indiana University, Kyoto University, Kyoto University, AppCubic, Rutgers, The State University of New Jersey - Rutgers University, Emory University, Purdue University, Georgia Institute of Technology, National Chiao Tung University, Xi'an Jiaotong -Liverpool University, University of Wisconsin-Madison, University of Texas at Dallas, Imperial College London, Purdue University, National University of Singapore, University of Wisconsin-Madison and National Taiwan Normal University
Downloads 316 (255,791)

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Transformer, Deep Learning, Natural Language Processing, Self-Attention Mechanism, Attention Mechanism, BERT, GPT, Attention, T5, CLIP, Multi-Head Self-Attention, Feed-Forward Networks, Encoder-Decoder

2.

Multimodal Embeddings for Representation Learning

Number of pages: 33 Posted: 10 Apr 2025
Zheyu Yao, Yichao Zhang, Ningyuan Deng, Xinyuan Song, Ziqian Bi, Keyu Chen, Ming Li, Qian Niu, Junyu Liu, Benji Peng, Sen Zhang, Ming Liu, Li Zhang, Xuanhe Pan, Jinlang Wang, Pohsun Feng, Tianyang Wang, Yizhu Wen, Lawrence Yan, Hong-Ming Tseng, Yan Zhong, Yunze Wang, Ziyuan Qin, Bowen Jing, Junjie Yang, Jun Zhou, Chia Xin Liang and Junhao Song
University of Liverpool, University of Texas at Dallas, Renming University, Emory University, Indiana University, Georgia Institute of Technology, Georgia Institute of Technology, Kyoto University, Kyoto University, AppCubic, Rutgers, The State University of New Jersey - Rutgers University, Purdue University, University of Science and Technology, University of Wisconsin-Madison, University of Wisconsin-Madison, National Taiwan Normal University, University of Liverpool, University of Hawaii, Hong Kong University of Science & Technology (HKUST), School of Visual Arts, Nanyang Technological University (NTU), University of Edinburgh, Case Western Reserve University, The University of Manchester, Xiamen University, University of Texas at Dallas, JTB Technology Corp and Imperial College London
Downloads 315 (245,173)

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Multimodal Embeddings, Representation Learning, Dimensionality Reduction, Cross-Modal Learning, Machine Learning, Deep Learning

3.

Semantic Segmentation for Vision and Intelligence

Number of pages: 200 Posted: 24 Feb 2025
Junhao Song, Junjie Yang, Bowen Jing, Yichao Zhang, Ziqian Bi, Keyu Chen, Ming Li, Qian Niu, Junyu Liu, Benji Peng, Sen Zhang, Jiawei Xu, Xuanhe Pan, Jinlang Wang, Pohsun Feng, Tianyang Wang, Yizhu Wen, Lawrence Yan, Hong-Ming Tseng, Xinyuan Song, Jintao Ren, Elaine Chen, Alex Wang, Weiche Hsieh and Ming Liu
Imperial College London, Xiamen University, The University of Manchester, University of Texas at Dallas, Indiana University, Georgia Institute of Technology, Georgia Institute of Technology, Kyoto University, Kyoto University, AppCubic, Rutgers, The State University of New Jersey - Rutgers University, Purdue University, University of Wisconsin-Madison, University of Wisconsin-Madison, National Taiwan Normal University, Xi'an Jiaotong -Liverpool University, University of Hawaii, Hong Kong University of Science & Technology (HKUST), School of Visual Arts, Emory University, Independent, Zhejiang University, Columbia University, National Tsing Hua University and Purdue University
Downloads 120 (604,538)

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Artificial Intelligence, Computer Science, Computer Vision, Machine Learning, Pattern Recognition, Semantic Segmentation

4.

Deep Learning and Machine Learning -Generative Models: Foundations, Techniques, and Applications

Number of pages: 185 Posted: 30 Apr 2025
Tianyang Wang, Yunze Wang, Xinyuan Song, Yichao Zhang, Silin Chen, Ziqian Bi, Ming Liu, Jun Zhou, Junhao Song, Bowen Jing, Junjie Yang, Keyu Chen, Ming Li, Zichen Yuan, Qian Niu, Junyu Liu, Benji Peng, Sen Zhang, Jiawei Xu, Xuanhe Pan, Jinlang Wang, Pohsun Feng, Chuanqi Jiang, Yizhu Wen, Lawrence Yan, Hong-Ming Tseng, Jintao Ren, Weiche Hsieh, Zheyu Yao and Chia Xin Liang
Xi'an Jiaotong -Liverpool University, University of Edinburgh, Emory University, University of Texas at Dallas, Zhejiang University, Indiana University, Purdue University, University of Texas at Dallas, Imperial College London, The University of Manchester, Xiamen University, Georgia Institute of Technology, Georgia Institute of Technology, Emory University, Kyoto University, Kyoto University, AppCubic, Rutgers, The State University of New Jersey - Rutgers University, Purdue University, University of Wisconsin-Madison, University of Wisconsin-Madison, National Taiwan Normal University, National University of Singapore, University of Hawaii, Hong Kong University of Science & Technology (HKUST), School of Visual Arts, Independent, National Tsing Hua University, University of Liverpool and JTB Technology Corp
Downloads 113 (635,507)

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Artificial Intelligence, Machine Learning, Generative Models, Autoencoders, Variational Autoencoders, Masked Autoencoders, Generative Adversarial Networks, Diffusion Models, Generative Pre-trained Transformers, GANs, GPT, VAE, VAE, AE

5.

Deep Learning and Machine Learning: Contrastive Learning, from Scratch to Application

Number of pages: 134 Posted: 30 Apr 2025
Keyu Chen, Ziqian Bi, Qian Niu, Junyu Liu, Benji Peng, Sen Zhang, Ming Liu, Ming Li, Xuanhe Pan, Xinyuan Song, Li Zhang, Yan Zhong, Yichao Zhang, Junhao Song, Jiawei Xu, Jinlang Wang and Pohsun Feng
Georgia Institute of Technology, Indiana University, Kyoto University, Kyoto University, AppCubic, Rutgers, The State University of New Jersey - Rutgers University, Purdue University, Georgia Institute of Technology, University of Wisconsin-Madison, Emory University, University of Science and Technology, Nanyang Technological University (NTU), University of Texas at Dallas, Imperial College London, Purdue University, University of Wisconsin-Madison and National Taiwan Normal University
Downloads 110 (649,907)

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Contrastive Learning, Machine Learning, Representation Learning, Embedding, Natural Language Processing, Reinforcement Learning

6.

Ethics and Social Implications of Large Language Models

Number of pages: 61 Posted: 06 May 2025
Ming Liu, Tianyang Wang, Xinyuan Song, Bowen Jing, Junjie Yang, Junhao Song, Keyu Chen, Silin Chen, Ming Li, Qian Niu, Junyu Liu, Benji Peng, Sen Zhang, Jiawei Xu, Xuanhe Pan, Jinlang Wang, Pohsun Feng, Li Zhang, Yan Zhong, Yizhu Wen, Lawrence Yan, Chuanqi Jiang, Hong-Ming Tseng, Jintao Ren, Weiche Hsieh, Yichao Zhang, Jun Zhou, Chia Xin Liang, Yunze Wang and Ziqian Bi
Purdue University, Xi'an Jiaotong -Liverpool University, Emory University, The University of Manchester, Xiamen University, Imperial College London, Georgia Institute of Technology, Zhejiang University, Georgia Institute of Technology, Kyoto University, Kyoto University, AppCubic, Rutgers, The State University of New Jersey - Rutgers University, Purdue University, University of Wisconsin-Madison, University of Wisconsin-Madison, National Taiwan Normal University, University of Science and Technology, Nanyang Technological University (NTU), University of Hawaii, Hong Kong University of Science & Technology (HKUST), National University of Singapore, School of Visual Arts, Independent, National Tsing Hua University, University of Texas at Dallas, University of Texas at Dallas, JTB Technology Corp, University of Edinburgh and Indiana University
Downloads 96 (730,864)

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Large Language Models, LLMs, Natural Language Processing, Ethics, Social

7.

Exploring Multimodal Embeddings for Text and Impact on Language Processing

Number of pages: 64 Posted: 10 Apr 2025
Lifan Sun, Yichao Zhang, Xinyuan Song, Ziqian Bi, Keyu Chen, Ming Li, Qian Niu, Junyu Liu, Benji Peng, Sen Zhang, Ming Liu, Xuanhe Pan, Jinlang Wang, Pohsun Feng, Tianyang Wang, Yizhu Wen, Lawrence Yan, Hong-Ming Tseng, Yan Zhong, Yunze Wang, Ziyuan Qin, Bowen Jing, Junjie Yang, Zheyu Yao, Jun Zhou, Chia Xin Liang and Junhao Song
University of California San Diego, University of Texas at Dallas, Emory University, Indiana University, Georgia Institute of Technology, Georgia Institute of Technology, Kyoto University, Kyoto University, AppCubic, Rutgers, The State University of New Jersey - Rutgers University, Purdue University, University of Wisconsin-Madison, University of Wisconsin-Madison, National Taiwan Normal University, Xi'an Jiaotong -Liverpool University, University of Hawaii, Hong Kong University of Science & Technology (HKUST), School of Visual Arts, Nanyang Technological University (NTU), University of Edinburgh, Case Western Reserve University, The University of Manchester, Xiamen University, University of Liverpool, University of Texas at Dallas, JTB Technology Corp and Imperial College London
Downloads 89 (747,755)

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Text Embeddings, Natural Language Processing, Multimodal Language Models, Contextual Representations, Transformer Architectures

8.

Mastering Reinforcement Learning: Foundations, Algorithms, and Real-World Applications

Number of pages: 196 Posted: 06 May 2025
Xinyuan Song, Keyu Chen, Ziqian Bi, Qian Niu, Junhao Song, Junyu Liu, Benji Peng, Sen Zhang, Ming Liu, Ming Li, Zichen Yuan, Li Zhang, Yan Zhong, Xuanhe Pan, Jiawei Xu, Yichao Zhang, Jinlang Wang and Pohsun Feng
Emory University, Georgia Institute of Technology, Indiana University, Kyoto University, Imperial College London, Kyoto University, AppCubic, Rutgers, The State University of New Jersey - Rutgers University, Purdue University, Georgia Institute of Technology, Emory University, University of Science and Technology, Nanyang Technological University (NTU), University of Wisconsin-Madison, Purdue University, University of Texas at Dallas, University of Wisconsin-Madison and National Taiwan Normal University
Downloads 77 (883,195)

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9.

Modern Data Systems: ML/DL-Driven Architecture for Big Data Management and Analytics

Number of pages: 204 Posted: 22 Dec 2025
Jinlang Wang, Ziqian Bi, Keyu Chen, Ming Li, Qian Niu, Junyu Liu, Benji Peng, Sen Zhang, Ming Liu, Jiawei Xu, Xuanhe Pan, Pohsun Feng, Tianyang Wang, Yan Zhong, Binhua Huang, Yizhu Wen, Lawrence Yan, Hong-Ming Tseng, Ningyuan Deng, Jintao Ren, Silin Chen, Yunze Wang, Weiche Hsieh, Bowen Jing, Junjie Yang, Zheyu Yao, Yichao Zhang, Xiang Wang, Tianyang Wang, Junhao Song, Xinyuan Song and Enze Ge
University of Wisconsin-Madison, Purdue University, Georgia Institute of Technology, Georgia Institute of Technology, Kyoto University, Kyoto University, AppCubic, Rutgers, The State University of New Jersey - Rutgers University, Purdue University, Purdue University, University of Wisconsin-Madison, National Taiwan Normal University, Xi'an Jiaotong -Liverpool University, Nanyang Technological University (NTU), University College Dublin, University of Hawaii, Hong Kong University of Science & Technology (HKUST), School of Visual Arts, Renming University, Independent, Zhejiang University, University of Edinburgh, National Tsing Hua University, The University of Manchester, Xiamen University, University of Liverpool, University of Texas at Dallas, Zhejiang University, AI Agent Lab, Vokram Group, Imperial College London, Emory University and Alma Mater Studiorum University of Bologna
Downloads 41 (1,183,237)

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