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Learning to Optimize Permutation Flow Shop Scheduling via Graph-based Imitation Learning


Oct 31, 2022
Longkang Li, Siyuan Liang, Zihao Zhu, Xiaochun Cao, Chris Ding, Hongyuan Zha, Baoyuan Wu

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* 11 pages, 5 figures, 11 tables 

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SimpleDG: Simple Domain Generalization Baseline without Bells and Whistles


Oct 26, 2022
Zhi Lv, Bo Lin, Siyuan Liang, Lihua Wang, Mochen Yu, Yao Tang, Jiajun Liang

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Exploring the Relationship between Architecture and Adversarially Robust Generalization


Sep 28, 2022
Shiyu Tang, Siyuan Liang, Ruihao Gong, Aishan Liu, Xianglong Liu, Dacheng Tao

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Rethinking Data Augmentation in Knowledge Distillation for Object Detection


Sep 20, 2022
Jiawei Liang, Siyuan Liang, Aishan Liu, Mingli Zhu, Danni Yuan, Chenye Xu, Xiaochun Cao

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* 8 pages, 5 figures 

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A Large-scale Multiple-objective Method for Black-box Attack against Object Detection


Sep 16, 2022
Siyuan Liang, Longkang Li, Yanbo Fan, Xiaojun Jia, Jingzhi Li, Baoyuan Wu, Xiaochun Cao

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* 14 pages, 5 figures, ECCV2022 

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Improving Robust Fairness via Balance Adversarial Training


Sep 15, 2022
Chunyu Sun, Chenye Xu, Chengyuan Yao, Siyuan Liang, Yichao Wu, Ding Liang, XiangLong Liu, Aishan Liu

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Adaptive Perturbation Generation for Multiple Backdoors Detection


Sep 13, 2022
Yuhang Wang, Huafeng Shi, Rui Min, Ruijia Wu, Siyuan Liang, Yichao Wu, Ding Liang, Aishan Liu

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* 7 pages, 5 figures 

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Edge YOLO: Real-Time Intelligent Object Detection System Based on Edge-Cloud Cooperation in Autonomous Vehicles


May 30, 2022
Siyuan Liang, Hao Wu

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Fast Transient Stability Prediction Using Grid-informed Temporal and Topological Embedding Deep Neural Network


Jan 23, 2022
Peiyuan Sun, Long Huo, Siyuan Liang, Xin Chen

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