Sheng Guan

Publication Activity (10 Years)

Years Active: 1993-2023
Publications (10 Years): 27

Top Topics

Distributed Storage

Query Generation

Impulsive Noise

Top Venues

Publications

Sheng Guan, Hanchao Ma, Mengying Wang, Yinghui Wu
GALE: Active Adversarial Learning for Erroneous Node Detection in Graphs. ICDE (2023)
Guanhui Liang, Shujiang Li, Ke Bao, Guanlin Wang, Fei Teng, Fengye Zhang, Yanfeng Wang, Sheng Guan, Zexun Wei
Development of GNSS Buoy for Sea Surface Elevation Observation of Offshore Wind Farm. Remote. Sens. 15 (22) (2023)
Mengying Wang, Sheng Guan, Hanchao Ma, Yiyang Bian, Haolai Che, Abhishek Daundkar, Alp Sehirlioglu, Yinghui Wu
Selecting Top-k Data Science Models by Example Dataset. CIKM (2023)
Hanchao Ma, Sheng Guan, Mengying Wang, Qi Song, Yinghui Wu
Fair Group Summarization with Graph Patterns. ICDE (2023)
Sai Pushpak Nandanoori, Sheng Guan, Soumya Kundu, Seemita Pal, Khushbu Agarwal, Yinghui Wu, Sutanay Choudhury
Graph Neural Network and Koopman Models for Learning Networked Dynamics: A Comparative Study on Power Grid Transients Prediction. CoRR (2022)
Sai Pushpak Nandanoori, Sheng Guan, Soumya Kundu, Seemita Pal, Khushbu Agarwal, Yinghui Wu, Sutanay Choudhury
Graph Neural Network and Koopman Models for Learning Networked Dynamics: A Comparative Study on Power Grid Transients Prediction. IEEE Access 10 (2022)
Hanchao Ma, Sheng Guan, Christopher Toomey, Yinghui Wu
Diversified Subgraph Query Generation with Group Fairness. WSDM (2022)
Sheng Guan, Hanchao Ma, Yinghui Wu
RoboGNN: Robustifying Node Classification under Link Perturbation. IJCAI (2022)
Mengying Wang, Hanchao Ma, Abhishek Daundkar, Sheng Guan, Yiyang Bian, Alpi Sehirlioglu, Yinghui Wu
CRUX: Crowdsourced Materials Science Resource and Workflow Exploration. CIKM (2022)
Sayak Mukherjee, Sai Pushpak Nandanoori, Sheng Guan, Khushbu Agarwal, Subhrajit Sinha, Soumya Kundu, Seemita Pal, Yinghui Wu, Draguna L. Vrabie, Sutanay Choudhury
Learning Distributed Geometric Koopman Operator for Sparse Networked Dynamical Systems. LoG (2022)
Hanchao Ma, Sheng Guan, Mengying Wang, Yen-Shuo Chang, Yinghui Wu
Subgraph Query Generation with Fairness and Diversity Constraints. ICDE (2022)
Sheng Guan, Hanchao Ma, Sutanay Choudhury, Yinghui Wu
GEDet: Detecting Erroneous Nodes with A Few Examples. Proc. VLDB Endow. 14 (12) (2021)
Sheng Guan, Peng Lin, Hanchao Ma, Yinghui Wu
GEDet: Adversarially Learned Few-shot Detection of Erroneous Nodes in Graphs. IEEE BigData (2020)
Yao Li, Jingjing Jiang, Sheng Guan, Weijia Zeng
Reform of Database and Data Warehouse Course Based on OBE-CDIO Model. SPIoT (1) (2020)
Jingjing Jiang, Haiwen Wang, Xiangwei Mu, Sheng Guan
Logistics industry monitoring system based on wireless sensor network platform. Comput. Commun. 155 (2020)
Jin Chen, Sheng Guan
Correntropy-based DOA estimation algorithm under impulsive noise environments. EURASIP J. Wirel. Commun. Netw. 2020 (1) (2020)
Jingjing Jiang, Sheng Guan, JiaShun Wang, Dandan Wang, Xue Song
Genetic Algorithm of the Mutual Selection Between Teachers and Students in Online Learning. CSIA (1) (2020)
Sheng Guan, Hanchao Ma, Yinghui Wu
Attribute-Driven Backbone Discovery. KDD (2019)
Jin Chen, Sheng Guan, Ying Tong, Lei Yan
Two-Dimensional Direction of Arrival Estimation for Improved Archimedean Spiral Array With MUSIC Algorithm. IEEE Access 6 (2018)
Sheng Guan, Weicheng He, Wenjin Gu, Yuanzhao Hou, Yun Chen, Xiaoyang Zeng
Multi-mode Study of Deep Learning Applications in Acoustic Signal Processing. SiPS (2018)
Sheng Guan, Haibin Kan, Xin Wang
A Novel Construction of Low-Complexity MDS Codes with Optimal Repair Capability for Distributed Storage Systems. CoRR (2017)
Sheng Guan, Haibin Kan, Jie Wen, Shuli Xia
A New Construction of Exact-Repair MSR Codes Using Linearly Dependent Vectors. IEEE Commun. Lett. 21 (8) (2017)
Sheng Guan, Haibin Kan, Xin Wang
A construction of (5, 3) MDS codes with optimal repair capability for distributed storage systems. WCSP (2017)
Yilin Yan, Samira Pouyanfar, Sheng Guan, Haiman Tian, Hsin-Yu Ha, Mei-Ling Shyu, Shu-Ching Chen, Winnie Chen, Tiffany Chen, Jonathan Chen
Florida International University - University of Miami TRECVID 2016. TRECVID (2016)
Yilin Yan, Samira Pouyanfar, Haiman Tian, Sheng Guan, Hsin-Yu Ha, Shu-Ching Chen, Mei-Ling Shyu, Shahid Hamid
Domain Knowledge Assisted Data Processing for Florida Public Hurricane Loss Model (Invited Paper). IRI (2016)
Haiman Tian, Hsin-Yu Ha, Samira Pouyanfar, Yilin Yan, Sheng Guan, Shu-Ching Chen, Mei-Ling Shyu, Shahid Hamid
A Scalable and Automatic Validation Process for Florida Public Hurricane Loss Model (Invited Paper). IRI (2016)
Sheng Guan, Min Chen, Hsin-Yu Ha, Shu-Ching Chen, Mei-Ling Shyu, Chengde Zhang
Deep Learning with MCA-based Instance Selection and Bootstrapping for Imbalanced Data Classification. CIC (2015)
Xianghua Ying, Kun Peng, Yongbo Hou, Sheng Guan, Jing Kong, Hongbin Zha
Self-Calibration of Catadioptric Camera with Two Planar Mirrors from Silhouettes. IEEE Trans. Pattern Anal. Mach. Intell. 35 (5) (2013)
Jing Kong, Xianghua Ying, Songtao Pu, Yongbo Hou, Sheng Guan, Ganwen Wang, Hongbin Zha
Camera Calibration Using Vertical Lines. ACCV Workshops (1) (2012)
Xianghua Ying, Li Yang, Jing Kong, Yongbo Hou, Sheng Guan, Hongbin Zha
Direct least square fitting of ellipsoids. ICPR (2012)
Sheng Guan
Generalizing Evidence Theory to Lattices to Manage Uncertainty. ICTAI (1993)