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Angle Estimation for Terahertz Ultra-Massive MIMO-Based Space-to-Air Communications


Aug 02, 2021
Anwen Liao, Zhen Gao, Yang Yang, Ha H. Nguyen, Hua Wang, Hao Yin

* Accepted by IEEE/CIC International Conference on Communications in China. arXiv admin note: text overlap with arXiv:2103.01829 

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RGB Image Classification with Quantum Convolutional Ansaetze


Jul 23, 2021
Yu Jing, Yang Yang, Chonghang Wu, Wenbing Fu, Wei Hu, Xiaogang Li, Hua Xu


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Language Scaling for Universal Suggested Replies Model


Jun 04, 2021
Qianlan Ying, Payal Bajaj, Budhaditya Deb, Yu Yang, Wei Wang, Bojia Lin, Milad Shokouhi, Xia Song, Yang Yang, Daxin Jiang


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Objects as Extreme Points


May 22, 2021
Yang Yang, Min Li, Bo Meng, Zihao Huang, Junxing Ren, Degang Sun


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Viko: An Adaptive Gecko Gripper with Vision-based Tactile Sensor


May 03, 2021
Chohei Pang, Kinwing Mak, Yazhan Zhang, Yang Yang, Yu Alexander Tse, Michael Yu Wang

* This paper is accepted to ICRA2021, please contact corresponding author Y. Tse ([email protected]) for details 

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EPP-Net: Extreme-Point-Prediction-Based Object Detection


Apr 29, 2021
Yang Yang, Min Li, Bo Meng, Zihao Huang, Junxing Ren, Degang Sun


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Semi-Supervised Multi-Modal Multi-Instance Multi-Label Deep Network with Optimal Transport


Apr 17, 2021
Yang Yang, Zhao-Yang Fu, De-Chuan Zhan, Zhi-Bin Liu, Yuan Jiang


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Attribute-Based Robotic Grasping with One-Grasp Adaptation


Apr 06, 2021
Yang Yang, Yuanhao Liu, Hengyue Liang, Xibai Lou, Changhyun Choi

* Accepted to the IEEE International Conference on Robotics and Automation (ICRA 2021). Project page: https://sites.google.com/umn.edu/attributes-grasping 

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Collision-Aware Target-Driven Object Grasping in Constrained Environments


Apr 01, 2021
Xibai Lou, Yang Yang, Changhyun Choi

* Accepted for publication in proceedings of 2021 International Conference on Robotics and Automation (ICRA 2021). Link to Video: https://youtu.be/QLTM6UkZ-Dw 

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Self-supervised Discriminative Feature Learning for Multi-view Clustering


Mar 28, 2021
Jie Xu, Yazhou Ren, Huayi Tang, Zhimeng Yang, Lili Pan, Yang Yang, Xiaorong Pu


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HAMIL: Hierarchical Aggregation-Based Multi-Instance Learning for Microscopy Image Classification


Mar 17, 2021
Yanlun Tu, Houchao Lei, Wei Long, Yang Yang


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ASAP: A Chinese Review Dataset Towards Aspect Category Sentiment Analysis and Rating Prediction


Mar 11, 2021
Jiahao Bu, Lei Ren, Shuang Zheng, Yang Yang, Jingang Wang, Fuzheng Zhang, Wei Wu

* 10 Pages, 4 Figures, Accepted at NAACL 2021 

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Optimization of User Selection and Bandwidth Allocation for Federated Learning in VLC/RF Systems


Mar 05, 2021
Chuanhong Liu, Caili Guo, Yang Yang, Mingzhe Chen, H. Vincent Poor, Shuguang Cui

* WCNC2021 

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Towards Unbiased COVID-19 Lesion Localisation and Segmentation via Weakly Supervised Learning


Mar 01, 2021
Yang Yang, Jiancong Chen, Ruixuan Wang, Ting Ma, Lingwei Wang, Jie Chen, Wei-Shi Zheng, Tong Zhang

* accepted by ISBI 2021 

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Transform Network Architectures for Deep Learning based End-to-End Image/Video Coding in Subsampled Color Spaces


Feb 27, 2021
Hilmi E. Egilmez, Ankitesh K. Singh, Muhammed Coban, Marta Karczewicz, Yinhao Zhu, Yang Yang, Amir Said, Taco S. Cohen

* 10 pages, submitted to an IEEE journal 

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Integrating Pre-trained Model into Rule-based Dialogue Management


Feb 17, 2021
Jun Quan, Meng Yang, Qiang Gan, Deyi Xiong, Yiming Liu, Yuchen Dong, Fangxin Ouyang, Jun Tian, Ruiling Deng, Yongzhi Li, Yang Yang, Daxin Jiang

* AAAI 2021 Demo Paper 

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BRECQ: Pushing the Limit of Post-Training Quantization by Block Reconstruction


Feb 10, 2021
Yuhang Li, Ruihao Gong, Xu Tan, Yang Yang, Peng Hu, Qi Zhang, Fengwei Yu, Wei Wang, Shi Gu


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Progressive Neural Image Compression with Nested Quantization and Latent Ordering


Feb 04, 2021
Yadong Lu, Yinhao Zhu, Yang Yang, Amir Said, Taco S Cohen


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A Unified Light Framework for Real-time Fault Detection of Freight Train Images


Jan 31, 2021
Yang Zhang, Moyun Liu, Yang Yang, Yanwen Guo, Huiming Zhang

* 10 pages, 6 figures 

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Federated Unlearning


Dec 27, 2020
Gaoyang Liu, Yang Yang, Xiaoqiang Ma, Chen Wang, Jiangchuan Liu


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Learning to Check Contract Inconsistencies


Dec 15, 2020
Shuo Zhang, Junzhou Zhao, Pinghui Wang, Nuo Xu, Yang Yang, Yiting Liu, Yi Huang, Junlan Feng

* Accepted by AAAI 2021 

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Query-free Black-box Adversarial Attacks on Graphs


Dec 12, 2020
Jiarong Xu, Yizhou Sun, Xin Jiang, Yanhao Wang, Yang Yang, Chunping Wang, Jiangang Lu


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Denoising-based Turbo Message Passing for Compressed Video Background Subtraction


Dec 10, 2020
Zhipeng Xue, Xiaojun Yuan, Yang Yang

* 15pages, 9 figures 

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Improving Knowledge Tracing via Pre-training Question Embeddings


Dec 09, 2020
Yunfei Liu, Yang Yang, Xianyu Chen, Jian Shen, Haifeng Zhang, Yong Yu

* 7 pages,3 figures, IJCAI2020 

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Unsupervised Adversarially-Robust Representation Learning on Graphs


Dec 04, 2020
Jiarong Xu, Junru Chen, Yang Yang, Yizhou Sun, Chunping Wang, Jiangang Lu


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Interpretable Signed Link Prediction with Signed Infomax Hyperbolic Graph


Nov 25, 2020
Yadan Luo, Zi Huang, Hongxu Chen, Yang Yang, Mahsa Baktashmotlagh


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Query-aware Tip Generation for Vertical Search


Oct 19, 2020
Yang Yang, Junmei Hao, Canjia Li, Zili Wang, Jingang Wang, Fuzheng Zhang, Rao Fu, Peixu Hou, Gong Zhang, Zhongyuan Wang

* Accepted By CIKM 2020 Applied Research Track 

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Universal Weighting Metric Learning for Cross-Modal Matching


Oct 07, 2020
Jiwei Wei, Xing Xu, Yang Yang, Yanli Ji, Zheng Wang, Heng Tao Shen


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Towards Fast, Accurate and Stable 3D Dense Face Alignment


Sep 21, 2020
Jianzhu Guo, Xiangyu Zhu, Yang Yang, Fan Yang, Zhen Lei, Stan Z. Li

* Accepted by ECCV 2020 

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