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Entropy Induced Pruning Framework for Convolutional Neural Networks


Aug 13, 2022
Yiheng Lu, Ziyu Guan, Yaming Yang, Maoguo Gong, Wei Zhao, Kaiyuan Feng


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Binary Classification with Positive Labeling Sources


Aug 02, 2022
Jieyu Zhang, Yujing Wang, Yaming Yang, Yang Luo, Alexander Ratner

* CIKM 2022 (short) 

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Privacy-preserving Online AutoML for Domain-Specific Face Detection


Mar 16, 2022
Chenqian Yan, Yuge Zhang, Quanlu Zhang, Yaming Yang, Xinyang Jiang, Yuqing Yang, Baoyuan Wang

* Accepted to CVPR 2022. Code will be available soon 

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Learning Multi-granularity User Intent Unit for Session-based Recommendation


Jan 10, 2022
Jiayan Guo, Yaming Yang, Xiangchen Song, Yuan Zhang, Yujing Wang, Jing Bai, Yan Zhang


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Modeling Multi-granularity User Intent Evolving via Heterogeneous Graph Neural Networks for Session-based Recommendation


Jan 02, 2022
Jiayan Guo, Yaming Yang, Xiangchen Song, Yuan Zhang, Yujing Wang, Jing Bai, Yan Zhang


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SkipNode: On Alleviating Over-smoothing for Deep Graph Convolutional Networks


Dec 22, 2021
Weigang Lu, Yibing Zhan, Ziyu Guan, Liu Liu, Baosheng Yu, Wei Zhao, Yaming Yang, Dacheng Tao

* 12 pages, 5 figures 

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Multimodal Dialogue Response Generation


Oct 16, 2021
Qingfeng Sun, Yujing Wang, Can Xu, Kai Zheng, Yaming Yang, Huang Hu, Fei Xu, Jessica Zhang, Xiubo Geng, Daxin Jiang

* This paper has been submitted before 15th October @ 11:59pm AOE(UTC -12) 

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WRENCH: A Comprehensive Benchmark for Weak Supervision


Oct 11, 2021
Jieyu Zhang, Yue Yu, Yinghao Li, Yujing Wang, Yaming Yang, Mao Yang, Alexander Ratner

* NeurIPS 2021 Datasets and Benchmarks Track 

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Creating Training Sets via Weak Indirect Supervision


Oct 07, 2021
Jieyu Zhang, Bohan Wang, Xiangchen Song, Yujing Wang, Yaming Yang, Jing Bai, Alexander Ratner

* 40 pages 

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