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Disentangled Representation Learning


Nov 21, 2022
Xin Wang, Hong Chen, Si'ao Tang, Zihao Wu, Wenwu Zhu

* 22 pages,9 figures 

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Domain Generalization through the Lens of Angular Invariance


Oct 28, 2022
Yujie Jin, Xu Chu, Yasha Wang, Wenwu Zhu

* 15 pages, 3 figures, published as a conference paper in IJCAI2022 (modified a few mistakes) 

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NeurIPS'22 Cross-Domain MetaDL competition: Design and baseline results


Aug 31, 2022
Dustin Carrión-Ojeda, Hong Chen, Adrian El Baz, Sergio Escalera, Chaoyu Guan, Isabelle Guyon, Ihsan Ullah, Xin Wang, Wenwu Zhu

* Meta-Knowledge Transfer/Communication in Different Systems, Sep 2022, Grenoble, France 

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Revisiting Adversarial Attacks on Graph Neural Networks for Graph Classification


Aug 13, 2022
Beini Xie, Heng Chang, Xin Wang, Tian Bian, Shiji Zhou, Daixin Wang, Zhiqiang Zhang, Wenwu Zhu


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NAS-Bench-Graph: Benchmarking Graph Neural Architecture Search


Jun 18, 2022
Yijian Qin, Ziwei Zhang, Xin Wang, Zeyang Zhang, Wenwu Zhu


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A Comprehensive Survey on Deep Clustering: Taxonomy, Challenges, and Future Directions


Jun 15, 2022
Sheng Zhou, Hongjia Xu, Zhuonan Zheng, Jiawei Chen, Zhao li, Jiajun Bu, Jia Wu, Xin Wang, Wenwu Zhu, Martin Ester

* Github Repo: https://github.com/zhoushengisnoob/DeepClustering 

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Arbitrary Bit-width Network: A Joint Layer-Wise Quantization and Adaptive Inference Approach


Apr 21, 2022
Chen Tang, Haoyu Zhai, Kai Ouyang, Zhi Wang, Yifei Zhu, Wenwu Zhu


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Learning to Solve Travelling Salesman Problem with Hardness-adaptive Curriculum


Apr 07, 2022
Zeyang Zhang, Ziwei Zhang, Xin Wang, Wenwu Zhu

* AAAI 2022 

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Mixed-Precision Neural Network Quantization via Learned Layer-wise Importance


Mar 25, 2022
Chen Tang, Kai Ouyang, Zhi Wang, Yifei Zhu, Yaowei Wang, Wen Ji, Wenwu Zhu


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A Closer Look at Debiased Temporal Sentence Grounding in Videos: Dataset, Metric, and Approach


Mar 10, 2022
Xiaohan Lan, Yitian Yuan, Xin Wang, Long Chen, Zhi Wang, Lin Ma, Wenwu Zhu


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