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Mingli Song

Zhejiang University

Topology-aware Generalization of Decentralized SGD



Tongtian Zhu , Fengxiang He , Lan Zhang , Zhengyang Niu , Mingli Song , Dacheng Tao

* Accepted for publication in ICML 2022 

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Slimmable Domain Adaptation



Rang Meng , Weijie Chen , Shicai Yang , Jie Song , Luojun Lin , Di Xie , Shiliang Pu , Xinchao Wang , Mingli Song , Yueting Zhuang

* IEEE/CVF Computer Vision and Pattern Recognition Conference (CVPR), 2022 
* To appear in CVPR 2022. Code is coming soon: https://github.com/hikvision-research/SlimDA 

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Label Matching Semi-Supervised Object Detection



Binbin Chen , Weijie Chen , Shicai Yang , Yunyi Xuan , Jie Song , Di Xie , Shiliang Pu , Mingli Song , Yueting Zhuang

* IEEE/CVF Computer Vision and Pattern Recognition Conference (CVPR), 2022 
* To appear in CVPR 2022. Code is coming soon: https://github.com/hikvision-research/SSOD 

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Recent Advances in Embedding Methods for Multi-Object Tracking: A Survey



Gaoang Wang , Mingli Song , Jenq-Neng Hwang


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Distribution-Aware Graph Representation Learning for Transient Stability Assessment of Power System



Kaixuan Chen , Shunyu Liu , Na Yu , Rong Yan , Quan Zhang , Jie Song , Zunlei Feng , Mingli Song

* 8 pages, 6 figures, 4 tables 

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Comparison Knowledge Translation for Generalizable Image Classification



Zunlei Feng , Tian Qiu , Sai Wu , Xiaotuan Jin , Zengliang He , Mingli Song , Huiqiong Wang

* Accepted by IJCAI 2022; Adding Supplementary Materials 

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Spot-adaptive Knowledge Distillation



Jie Song , Ying Chen , Jingwen Ye , Mingli Song

* IEEE Transactions on Image Processing, 2022 
* 12 pages, 8 figures 

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CNN LEGO: Disassembling and Assembling Convolutional Neural Network



Jiacong Hu , Jing Gao , Zunlei Feng , Lechao Cheng , Jie Lei , Hujun Bao , Mingli Song


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Root-aligned SMILES for Molecular Retrosynthesis Prediction



Zipeng Zhong , Jie Song , Zunlei Feng , Tiantao Liu , Lingxiang Jia , Shaolun Yao , Min Wu , Tingjun Hou , Mingli Song

* Main paper: 15 pages, 5 figures, and 1 table; supplementary information: 4 pages, 2 figures and 3 tables. Code repository: https://github.com/otori-bird/retrosynthesis 

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Meta-attention for ViT-backed Continual Learning



Mengqi Xue , Haofei Zhang , Jie Song , Mingli Song

* Accepted by CVPR 2022 

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