Hi there! I'm Yuxuan Zhang. My research interests include the following topics.
- Controllable Generative AI
- Cognitive Abilities of Generative AI
- Multimodal Generation
- Multimodal Understanding
I seek the distant frontier of artificial general intelligence, stepping into the uncharted.
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University of TorontoMSc in Applied ComputingSept. 2022 - June 2024 -
Peking UniversityBachelor in EconomicsSept. 2019 - June 2022
Honors & Awards
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Mitacs Accelerate Fellowship ($30,000)2023
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President's Academic Excellence Award2025
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Faculty of Science Award2025
News
Selected Publications (view all )
Retri3D: 3D Neural Graphics Representation Retrieval
Yushi Guan, Daniel Kwan, Jean Sebastien Dandurand, Xi Yan, Ruofan Liang, Yuxuan Zhang, Nilesh Jain, Nilesh Ahuja, Selvakumar Panneer, Nandita Vijaykumar
International Conference on Learning Representations (ICLR) 2025 Spotlight
Retri3D: 3D Neural Graphics Representation Retrieval
Yushi Guan, Daniel Kwan, Jean Sebastien Dandurand, Xi Yan, Ruofan Liang, Yuxuan Zhang, Nilesh Jain, Nilesh Ahuja, Selvakumar Panneer, Nandita Vijaykumar
International Conference on Learning Representations (ICLR) 2025 Spotlight
ScholarCopilot: Training Large Language Models for Academic Writing with Accurate Citations
Yubo Wang, Xueguang Ma, Ping Nie, Huaye Zeng, Zhiheng Lyu, Yuxuan Zhang, Benjamin Schneider, Yi Lu, Xiang Yue, Wenhu Chen
Under Review
ScholarCopilot: Training Large Language Models for Academic Writing with Accurate Citations
Yubo Wang, Xueguang Ma, Ping Nie, Huaye Zeng, Zhiheng Lyu, Yuxuan Zhang, Benjamin Schneider, Yi Lu, Xiang Yue, Wenhu Chen
Under Review
WikiGap: A Chrome Extension for Bridging Cross-Lingual Knowledge Gaps in Wikipedia
Zining Wang, Yuxuan Zhang, Farhan Samir, Vered Shwartz
Under Review
WikiGap: A Chrome Extension for Bridging Cross-Lingual Knowledge Gaps in Wikipedia
Zining Wang, Yuxuan Zhang, Farhan Samir, Vered Shwartz
Under Review
Enhancing Vector Quantization with Distributional Matching: A Theoretical and Empirical Study
Xianghong Fang, Litao Guo, Hengchao Chen, Yuxuan Zhang, Xiaofan Xia, Dingjie Song, Yexin Liu, Hao Wang, Harry Yang, Yuan Yuan, Qiang Sun
Under Review
Enhancing Vector Quantization with Distributional Matching: A Theoretical and Empirical Study
Xianghong Fang, Litao Guo, Hengchao Chen, Yuxuan Zhang, Xiaofan Xia, Dingjie Song, Yexin Liu, Hao Wang, Harry Yang, Yuan Yuan, Qiang Sun
Under Review
Edge-Enhanced Dilated Residual Attention Network for Multimodal Medical Image Fusion
Meng Zhou*, Yuxuan Zhang*, Xiaolan Xu, Jiayi Wang, Farzad Khalvati (* equal contribution)
IEEE International Conference on Bioinformatics and Biomedicine (BIBM) 2024
Edge-Enhanced Dilated Residual Attention Network for Multimodal Medical Image Fusion
Meng Zhou*, Yuxuan Zhang*, Xiaolan Xu, Jiayi Wang, Farzad Khalvati (* equal contribution)
IEEE International Conference on Bioinformatics and Biomedicine (BIBM) 2024
CelebHair: A New Large-Scale Dataset for Hairstyle Recommendation Based on CelebA
Yutao Chen*, Yuxuan Zhang*, Zhongrui Huang, Zhenyao Luo, Jinpeng Chen (* equal contribution)
Knowledge Science, Engineering and Management (KSEM) 2021
CelebHair: A New Large-Scale Dataset for Hairstyle Recommendation Based on CelebA
Yutao Chen*, Yuxuan Zhang*, Zhongrui Huang, Zhenyao Luo, Jinpeng Chen (* equal contribution)
Knowledge Science, Engineering and Management (KSEM) 2021