Zhenguang Liu
I was a postdoctor in School of Computing, National University of Singapore (NUS). Supervisors: Prof. Chua Tat Seng & Prof. Roger Zimmermann.
I also worked as a research fellow in A*STAR (Singapore's Agency for Science, Technology, and Research) and National University of Singapore.
I received the B. E. and PhD degree from Shandong University and Zhejiang University in 2010, 2015, respectively. My research interest includes multimedia data analysis, deep learning, and blockchain.
Email: liuzhenguang2008 AT gmail.com
Selected Publications
Zhenguang Liu, Peng Qian, Xiang Wang, at al.: Smart Contract Vulnerability Detection: From Pure Neural Network to Interpretable Graph Feature and Expert Pattern Fusion. IJCAI 2021 [PDF] [Source Code]
Zhenguang Liu, Haoming Chen, Runyang Feng, et al.: Deep Dual Consecutive Network for Human Pose Estimation, CVPR 2021 [PDF] [Source Code]
Zhenguang Liu, Kedi Lyu, Shuang Wu, et al.: Aggregated Multi-GANs for Controlled 3D Human Motion Prediction. AAAI 2021 [PDF] [Source Code]
Zhenguang Liu, Sihao Hu, Yifang Yin, et al.: Interactive Rare-Category-of-Interest Mining from Large Datasets. AAAI 2020: 4965-4972 [PDF]
Yuan Zhuang, Zhenguang Liu, Peng Qian, et al.: Smart Contract Vulnerability Detection using Graph Neural Network. IJCAI 2020: 3283-3290 [PDF] [Source Code]
Meng-Jiun Chiou, Zhenguang Liu, Yifang Yin, et al.：Zero-Shot Multi-View Indoor Localization via Graph Location Networks. ACM Multimedia 2020 [PDF] [Source Code]
Zhenguang Liu, Shuang Wu, Shuyuan Jin, et al.: Towards Natural and Accurate Future Motion Prediction of Humans and Animals, CVPR 2019 [PDF] [Source Code]
Yifang Yin, Meng-Jiun Chiou, Zhenguang Liu, et al.: Multi-Level Fusion based Class-aware Atention Model for Weakly Labeled Audio Tagging, ACM MM 2019 [PDF]
Jianhai Chen, Deshi Ye, Shouling Ji, et al.: A Truthful FPTAS Mechanism for Emergency Demand Response in Colocation Data Centers, INFOCOM 2019
Qi Liu, Yue Zhang, Zhenguang Liu, et al.: Multi-Modal Multi-Task Learning for Automatic Dietary Assessment. AAAI 2018 [PDF]
Xiangnan He, Zhankui He, Jingkuan Song, Zhenguang Liu, et al.: NAIS: Neural Attentive Item Similarity Model for Recommendation. TKDE 2018 [PDF] [Source Code]
Zhenguang Liu, Li Cheng, Anan Liu, et al.: Multiview and Multimodal Pervasive Indoor Localization ACM MM 2017 [PDF]
Zhenguang Liu, Luming Zhang, Qi Liu, et al.: Fusion of Magnetic and Visual Sensors for Indoor Localization: Infrastructure-Free and More Effective. IEEE Trans. Multimedia (TMM) 2017 [PDF]
Zhenguang Liu, Yingjie Xia, Qi Liu, et al.: Towards Personalized Activity Level Prediction in Community Question Answering Websites. ACM Trans. Multimedia Computing Communications and Applications (TOMM) 2019 [PDF]
Professional Services
Guest Editor of Multimedia Systems Special Issue
Program Committee Member of ACM MM 2018, 2019, 2020,2021
Senior Program Committee Member of IJCAI 2021
Program Committee Member of AAAI 2020,2021
Program Committee Member of CVPR 2020,2021
Program Committee Member of ICCV 2020,2021
Session Chair of ICGIP 2019
Local Chair of KSEM 2020
Program Committee Member of ICME
Program Committee Member of International Conference on Multimedia Modeling (MMM)
Invited Reviewer for IEEE Transactions on Visualization and Computer Graphics
Invited Reviewer for ACM Transactions on Multimedia Computing Communications and Applications
Invited Reviewer for IEEE Transactions on Multimedia
Invited Reviewer for IEEE Transactions on Dependable and Secure Computing
Invited Reviewer for IEEE Transactions on Industrial Informatics