News
2025.3
One paper is accepted by ICME'25!
2024.7
One paper is accepted by Recsys'24!
2024.7
One paper is accepted by CIKM'24!
2024.4
One paper is accepted by CVPR Workshop'24!
2023.8
One paper is accepted by Information Sciences'23!
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MS. Student
Software School
Email: yangmd@zju.edu.cn
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I'm Yang Mengduo. My research focuses on information retrieval and recommendation.
Education
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Zhejiang University (ZJU) MS. in Software School 2022.9 - 2025.3. Advisor: Prof. Meng Xi |
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Jilin University (JLU) Bachelor in Computer Science and Techonology 2018.9 - 2022.6 Advisor: Prof. Ying Wang |
Experiences
| Algorithm intern, MEGVII ReID Group, 2021.12 - 2022.4 |
| Algorithm intern, ByteDance, 2023.12 - 2024.9 |
Short Papers & Workshops
*Corresponding author, #Same Contribution
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Short-form UGC Video Quality Assessment Based on Multi-Level Video Fusion
with Rank-Aware
Haoran Xu#, Mengduo Yang#, Jie Zhou#, Jiaze Li# CVPR 2024 |
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NTIRE 2024 Quality Assessment of AI-Generated Content Challenge
CVPR 2024 |
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NTIRE 2024 challenge on short-form UGC video quality assessment: Methods and results
CVPR 2024 |
Publications
*Corresponding author, #Same Contribution|
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Dual Mutual Information-Driven Multimodal Recommendation with Denoising Graph Autoencoder
Mengduo Yang#, Jie Zhou#, Meng Xi*, Xiaohua Pan, Ying Li, Yangyang Wu, Jinshan Zhang and Jianwei Yin ICME 2025 |
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Adaptive Fusion of Multi-View for Graph Contrastive Recommendation
Mengduo Yang#, Yi Yuan#, Jie Zhou, Meng Xi*, Xiaohua Pan, Ying Li, Yangyang Wu, Jinshan Zhang and Jianwei Yin Recsys 2024 |
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Decoupled Behavior-based Contrastive Recommendation
Mengduo Yang, Jie Zhou, Meng Xi*, Xiaohua Pan, Yi Yuan, Ying Li, Yangyang Wu, Jinshan Zhang, Jianwei Yin CIKM 2024 |
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Structural-aware motif-based prompt tuning for graph clustering
Mingchen Sun, Mengduo Yang, Yingji Li, Dongmei Mu, Xin Wang, Ying Wang* Information Sciences 2023 |
Honors & Awards
| [CVPR] NTIRE Workshop and Challenge_Short-form UGC Video Quality Assessment Challenge, Rank 5th 2024.4 |
| [Tianchi] The First World Science Intelligence Competition_Materials Science Track, 5/2117 2023.11 |
| [THU] 2023 China University Computer Competition_Big Data Challenge, National Second prize 2023.8 |
| [Tianchi] CAAI-BDSC 2023 (Task 1: Social graph Small sample scene link prediction), 3/755 2023.7 |
| Outstanding graduate student of Zhejiang Province & Outstanding graduate student of Zhejiang University 2025 |
| National scholarship 2024 |
| Outstanding graduate student in Zhejiang University 2023, 2024 |
| Excellent graduate in Jilin University 2022 |
| Outstanding student in Jilin University 2019,2020,2021 |
Services
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Conference Reviewer: ACM MM 2024, ICME 2025 Journal Reviewer: TKDE, TOIS |
References
Last update: 2025.3. Webpage template borrows from Prof. Xiangnan He.