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Junchi Yan

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Handling Distribution Shifts on Graphs: An Invariance Perspective

Feb 05, 2022
Qitian Wu, Hengrui Zhang, Junchi Yan, David Wipf

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GNNRank: Learning Global Rankings from Pairwise Comparisons via Directed Graph Neural Networks

Feb 01, 2022
Yixuan He, Quan Gan, David Wipf, Gesine Reinert, Junchi Yan, Mihai Cucuringu

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The KFIoU Loss for Rotated Object Detection

Feb 01, 2022
Xue Yang, Yue Zhou, Gefan Zhang, Jirui Yang, Wentao Wang, Junchi Yan, Xiaopeng Zhang, Qi Tian

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Decompositional Quantum Graph Neural Network

Jan 13, 2022
Xing Ai, Zhihong Zhang, Luzhe Sun, Junchi Yan, Edwin Hancock

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Mind Your Solver! On Adversarial Attack and Defense for Combinatorial Optimization

Dec 28, 2021
Han Lu, Zenan Li, Runzhong Wang, Qibing Ren, Junchi Yan, Xiaokang Yang

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Input-Specific Robustness Certification for Randomized Smoothing

Dec 21, 2021
Ruoxin Chen, Jie Li, Junchi Yan, Ping Li, Bin Sheng

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AlphaRotate: A Rotation Detection Benchmark using TensorFlow

Nov 12, 2021
Xue Yang, Yue Zhou, Junchi Yan

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On Joint Learning for Solving Placement and Routing in Chip Design

Oct 30, 2021
Ruoyu Cheng, Junchi Yan

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ZARTS: On Zero-order Optimization for Neural Architecture Search

Oct 10, 2021
Xiaoxing Wang, Wenxuan Guo, Junchi Yan, Jianlin Su, Xiaokang Yang

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Towards Open-World Feature Extrapolation: An Inductive Graph Learning Approach

Oct 09, 2021
Qitian Wu, Chenxiao Yang, Junchi Yan

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