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A Flexible Diffusion Model



Weitao Du , Tao Yang , He Zhang , Yuanqi Du


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Pik-Fix: Restoring and Colorizing Old Photos



Runsheng Xu , Zhengzhong Tu , Yuanqi Du , Xiaoyu Dong , Jinlong Li , Zibo Meng , Jiaqi Ma , Alan Bovik , Hongkai Yu

* arXiv admin note: text overlap with arXiv:2202.02606 

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Pik-Fix: Restoring and Colorizing Old Photo



Runsheng Xu , Zhengzhong Tu , Yuanqi Du , Xiaoyu Dong , Jinlong Li , Zibo Meng , Jiaqi Ma , Alan Bovik , Hongkai Yu

* arXiv admin note: text overlap with arXiv:2202.02606 

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MolGenSurvey: A Systematic Survey in Machine Learning Models for Molecule Design



Yuanqi Du , Tianfan Fu , Jimeng Sun , Shengchao Liu

* 20 pages 

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A Survey on Deep Graph Generation: Methods and Applications



Yanqiao Zhu , Yuanqi Du , Yinkai Wang , Yichen Xu , Jieyu Zhang , Qiang Liu , Shu Wu

* Work in progress, in submission to IJCAI 2022 (Survey Track) 

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Recovering medical images from CT film photos



Quan Quan , Qiyuan Wang , Yuanqi Du , Liu Li , S. Kevin Zhou


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Disentangled Spatiotemporal Graph Generative Models



Yuanqi Du , Xiaojie Guo , Hengning Cao , Yanfang Ye , Liang Zhao

* In Thirty-Sixth AAAI Conference on Artificial Intelligence (AAAI 2022) Oral Presentation 

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Interpretable Molecular Graph Generation via Monotonic Constraints



Yuanqi Du , Xiaojie Guo , Amarda Shehu , Liang Zhao

* In SIAM International Conference on Data Mining (SDM22) 

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A Survey of Pretraining on Graphs: Taxonomy, Methods, and Applications



Jun Xia , Yanqiao Zhu , Yuanqi Du , Stan Z. Li

* 9 pages. Submitted to IJCAI 2022 (Survey Track) 

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ROMNet: Renovate the Old Memories



Runsheng Xu , Zhengzhong Tu , Yuanqi Du , Xiaoyu Dong , Jinlong Li , Zibo Meng , Jiaqi Ma , Hongkai YU

* Submitted to TIP 

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