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ORCIDMengchen Liu
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2020 – today
- 2020
[j12]Xiang Wang
, Zongmin Zhao, Dongdong Xu, Zhun Zhang, Qiang Hao, Mengchen Liu:
An M-Cache-Based Security Monitoring and Fault Recovery Architecture for Embedded Processor. IEEE Trans. Very Large Scale Integr. Syst. 28(11): 2314-2327 (2020)- [c9]Yinpeng Chen, Xiyang Dai, Mengchen Liu, Dongdong Chen, Lu Yuan, Zicheng Liu:
Dynamic Convolution: Attention Over Convolution Kernels. CVPR 2020: 11027-11036 - [c8]Yinpeng Chen, Xiyang Dai, Mengchen Liu, Dongdong Chen, Lu Yuan, Zicheng Liu:
Dynamic ReLU. ECCV (19) 2020: 351-367 - [c7]Xiyang Dai, Dongdong Chen, Mengchen Liu, Yinpeng Chen, Lu Yuan:
DA-NAS: Data Adapted Pruning for Efficient Neural Architecture Search. ECCV (27) 2020: 584-600 - [i11]Kelei Cao, Mengchen Liu, Hang Su, Jing Wu, Jun Zhu, Shixia Liu:
Analyzing the Noise Robustness of Deep Neural Networks. CoRR abs/2001.09395 (2020) - [i10]Yinpeng Chen, Xiyang Dai, Mengchen Liu, Dongdong Chen, Lu Yuan, Zicheng Liu:
Dynamic ReLU. CoRR abs/2003.10027 (2020) - [i9]Xiyang Dai, Dongdong Chen, Mengchen Liu, Yinpeng Chen, Lu Yuan:
DA-NAS: Data Adapted Pruning for Efficient Neural Architecture Search. CoRR abs/2003.12563 (2020) - [i8]Weikai Yang, Zhen Li, Mengchen Liu, Yafeng Lu, Kelei Cao, Ross Maciejewski, Shixia Liu:
Diagnosing Concept Drift with Visual Analytics. CoRR abs/2007.14372 (2020) - [i7]Jun Yuan, Changjian Chen, Weikai Yang, Mengchen Liu, Jiazhi Xia, Shixia Liu:
A Survey of Visual Analytics Techniques for Machine Learning. CoRR abs/2008.09632 (2020) - [i6]Yunsheng Li, Yinpeng Chen, Xiyang Dai, Dongdong Chen, Mengchen Liu, Lu Yuan, Zicheng Liu, Lei Zhang, Nuno Vasconcelos:
MicroNet: Towards Image Recognition with Extremely Low FLOPs. CoRR abs/2011.12289 (2020)
2010 – 2019
- 2019
- [j11]Hong Su, Mengchen Liu, Saisai Sun, Zhenling Peng, Jianyi Yang:
Improving the prediction of protein-nucleic acids binding residues via multiple sequence profiles and the consensus of complementary methods. Bioinform. 35(6): 930-936 (2019) - [i5]Yinpeng Chen, Xiyang Dai, Mengchen Liu, Dongdong Chen, Lu Yuan, Zicheng Liu:
Dynamic Convolution: Attention over Convolution Kernels. CoRR abs/1912.03458 (2019) - 2018
- [j10]Jun Yang, Mengchen Liu, Jiayi Lu, Yiming Miao, M. Anwar Hossain, Mohammed F. Alhamid:
Botanical Internet of Things: Toward Smart Indoor Farming by Connecting People, Plant, Data and Clouds. Mob. Networks Appl. 23(2): 188-202 (2018) - [j9]Mengchen Liu, Jiaxin Shi, Kelei Cao, Jun Zhu, Shixia Liu:
Analyzing the Training Processes of Deep Generative Models. IEEE Trans. Vis. Comput. Graph. 24(1): 77-87 (2018) - [c6]Mengchen Liu, Shixia Liu, Hang Su, Kelei Cao, Jun Zhu:
Analyzing the Noise Robustness of Deep Neural Networks. VAST 2018: 60-71 - [c5]Mengchen Liu, Yue Hu, Shuang Wang, Yanhe Guo, Biao Hou, Licheng Jiao, Xiaojin Hou:
Fully Convolutional Semi-Supervised Gan for Polsar Classification. IGARSS 2018: 621-624 - [c4]Jun Yang, Mengchen Liu, Zeru Wei, Chao Han, Wei Li, Yiming Miao:
RoCoSense: Integrating Robotics, Smart Clothing and Big Data Clouds for Emotion Sensing. IWCMC 2018: 1323-1326 - [i4]Mengchen Liu, Shixia Liu, Hang Su, Kelei Cao, Jun Zhu:
Analyzing the Noise Robustness of Deep Neural Networks. CoRR abs/1810.03913 (2018) - 2017
- [j8]Min Chen, Jun Yang, Xuan Zhu, Xiaofei Wang, Mengchen Liu, Jeungeun Song:
Smart Home 2.0: Innovative Smart Home System Powered by Botanical IoT and Emotion Detection. Mob. Networks Appl. 22(6): 1159-1169 (2017) - [j7]Mengchen Liu, Jiaxin Shi, Zhen Li, Chongxuan Li, Jun Zhu, Shixia Liu:
Towards Better Analysis of Deep Convolutional Neural Networks. IEEE Trans. Vis. Comput. Graph. 23(1): 91-100 (2017) - [j6]Shixia Liu, Xiting Wang, Mengchen Liu, Jun Zhu:
Towards better analysis of machine learning models: A visual analytics perspective. Vis. Informatics 1(1): 48-56 (2017) - [c3]Mengchen Liu, Liu Jiang, Junlin Liu, Xiting Wang, Jun Zhu, Shixia Liu:
Improving Learning-from-Crowds through Expert Validation. IJCAI 2017: 2329-2336 - [i3]Shixia Liu, Xiting Wang, Mengchen Liu, Jun Zhu:
Towards Better Analysis of Machine Learning Models: A Visual Analytics Perspective. CoRR abs/1702.01226 (2017) - 2016
- [j5]Tai-Quan Peng, Mengchen Liu, Yingcai Wu, Shixia Liu:
Follower-Followee Network, Communication Networks, and Vote Agreement of the U.S. Members of Congress. Commun. Res. 43(7): 996-1024 (2016) - [j4]Mengchen Liu, Shixia Liu, Xizhou Zhu, Qinying Liao, Furu Wei, Shimei Pan:
An Uncertainty-Aware Approach for Exploratory Microblog Retrieval. IEEE Trans. Vis. Comput. Graph. 22(1): 250-259 (2016) - [c2]Mengchen Liu, Kai Lin, Jun Yang, Dengming Xiao, Yiming Miao, Lu Wang, Wei Li, Zeru Wei, Jiayi Lu:
Mobile Cloud Platform: Architecture, Deployment and Big Data Applications. CloudComp 2016: 66-80 - [i2]Mengchen Liu, Jiaxin Shi, Zhen Li, Chongxuan Li, Jun Zhu, Shixia Liu:
Towards Better Analysis of Deep Convolutional Neural Networks. CoRR abs/1604.07043 (2016) - 2015
- [c1]Yu Meng, Hui Zhang, Mengchen Liu, Shixia Liu:
Clutter-aware label layout. PacificVis 2015: 207-214 - [i1]Mengchen Liu, Shixia Liu, Xizhou Zhu, Qinying Liao, Furu Wei, Shimei Pan:
An Uncertainty-Aware Approach for Exploratory Microblog Retrieval. CoRR abs/1512.04038 (2015) - 2014
- [j3]Yingcai Wu, Shixia Liu, Kai Yan, Mengchen Liu, Fangzhao Wu:
OpinionFlow: Visual Analysis of Opinion Diffusion on Social Media. IEEE Trans. Vis. Comput. Graph. 20(12): 1763-1772 (2014) - [j2]Shixia Liu, Weiwei Cui, Yingcai Wu, Mengchen Liu:
A survey on information visualization: recent advances and challenges. Vis. Comput. 30(12): 1373-1393 (2014) - 2013
- [j1]Shixia Liu, Yingcai Wu, Enxun Wei, Mengchen Liu, Yang Liu:
StoryFlow: Tracking the Evolution of Stories. IEEE Trans. Vis. Comput. Graph. 19(12): 2436-2445 (2013)
Coauthor Index
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