Tianning Yuan

Biography

I am an Algorithm Engineer at Noah's Ark Lab in Huawei Technologies Co., Ltd.. My project leader is Xinghao Chen. I received my M.Eng. degree advised by Prof. Qixiang Ye in Electronics and Communication Engineering at University of Chinese Academy of Sciences (UCAS) in July 2022, and my B.Eng. degree advised by Prof. Huimin Ma in Electronic Information Science and Technology at Tsinghua University (THU) in July 2019.

I was an intern at Noah's Ark Lab in Huawei Technologies Co., Ltd. from Jun. - Dec. in 2021. My mentor was Songcen Xu.

My research interests include Computer Vision and Machine Learning, specifically for Visual Object Detection. I am open to all other interesting topics.

Publications

	Multiple Instance Differentiation Learning for Active Object Detection Fang Wan, Qixiang Ye, Tianning Yuan, Songcen Xu, Jianzhuang Liu, Xiangyang Ji, Qingming Huang IEEE Transactions on Pattern Analysis and Machine Intelligence (PAMI), 2023 [Paper] [Code]
	Multiple Instance Active Learning for Object Detection Tianning Yuan, Fang Wan, Mengying Fu, Jianzhuang Liu, Songcen Xu, Xiangyang Ji, Qixiang Ye IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), 2021 [Paper] [Code]
	Nearest Neighbor Classifier Embedded Network for Active Learning Fang Wan, Tianning Yuan, Mengying Fu, Xiangyang Ji, Qingming Huang, Qixiang Ye Thirty-Fifth AAAI Conference on Artificial Intelligence (AAAI), 2021 [Paper] [Code]
	Agreement-Discrepancy-Selection: Active Learning with Progressive Distribution Alignment Mengying Fu, Tianning Yuan, Fang Wan, Songcen Xu, Qixiang Ye Thirty-Fifth AAAI Conference on Artificial Intelligence (AAAI), 2021 [Paper] [Code]

Awards

• Outstanding Graduate of Beijing, 2022
• Outstanding Graduate of University of Chinese Academy of Sciences, 2022
• National Scholarship, 2021
• The Second Prize Scholarship of University of Chinese Academy of Sciences, 2021, 2020, 2019
• Merit Student of University of Chinese Academy of Sciences, 2021, 2020
• Outstanding Communist Youth League Member of University of Chinese Academy of Sciences, 2021
• The Third Prize of the 8th and 9th Chinese Mathematics Competition (Non-mathematics), 2017, 2016
• The Third Prize of the 33rd Chinese College Student Physics Competition (Non-physics), 2016

Statistics