Guangliang Chen

29 papers A* 2B 2C 2Misc 1Journal 12Unranked 10

Year	Rank	Type	Title / Venue / Authors
2025	J	`jnl`	On Parameter Tuning for Spectral Clustering: Two Simple, Fast, and Effective Criteria. IEEE Access Guangliang Chen, Valen Feldmann, Irene Seo
2024	A*	`conf`	Detecting AI-Generated Sentences in Human-AI Collaborative Hybrid Texts: Challenges, Strategies, and Insights. IJCAI Zijie Zeng, Shiqi Liu, Lele Sha, Zhuang Li, Kaixun Yang, Sannyuya Liu, Dragan Gasevic, Guangliang Chen
2023	—	`conf`	A fast incremental spectral clustering algorithm with cosine similarity. ICDM (Workshops) Ran Li, Guangliang Chen
2023	C	`conf`	Fast, Memory-Efficient Spectral Clustering with Cosine Similarity. CIARP Ran Li, Guangliang Chen
2022	—	`conf`	Research on The Application of Intelligent Locks in The Field of Electric Power. ICITEE Jie Liu, Xianshun Guo, Guangliang Chen, Zhengchao Zhang, Zheng Wang, Xingwei Chen
2021	—	`conf`	The Larger the Better: Analysis of a Scalable Spectral Clustering Algorithm with Cosine Similarity. MMBD/MLIS Guangliang Chen
2020	J	`jnl`	Coupling fuzzy clustering and cellular automata based on local maxima of development potential to model urban emergence and expansion in economic development zones. Int. J. Geogr. Inf. Sci. Xun Liang, Xiaoping Liu, Guangliang Chen, Jiye Leng, Youyue Wen, Guangzhao Chen
2019	J	`jnl`	A general framework for scalable spectral clustering based on document models. Pattern Recognit. Lett. Guangliang Chen
2018	—	`conf`	A Scalable Spectral Clustering Algorithm Based on Landmark-Embedding and Cosine Similarity. S+SSPR Guangliang Chen
2018	—	`conf`	Large-scale spectral clustering using diffusion coordinates on landmark-based bipartite graphs. TextGraphs@NAACL-HLT Khiem Pham, Guangliang Chen
2018	—	`conf`	MATLAB Implementation Details of a Scalable Spectral Clustering Algorithm with the Cosine Similarity. RRPR Guangliang Chen
2018	B	`conf`	Scalable spectral clustering with cosine similarity. ICPR Guangliang Chen
2017	J	`jnl`	Experiences and issues of using cellular automata for assisting urban and regional planning in China. Int. J. Geogr. Inf. Sci. Xia Li, Yimin Chen, Xiaoping Liu, Xiaocong Xu, Guangliang Chen
2017	B	`conf`	Simple, fast and accurate hyper-parameter tuning in Gaussian-kernel SVM. IJCNN Guangliang Chen, Wilson Florero-Salinas, Dan Li
2016	J	`jnl`	High-Dimensional Data Modeling Techniques for Detection of Chemical Plumes and Anomalies in Hyperspectral Images and Movies. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. Yi Wang, Guangliang Chen, Mauro Maggioni
2015	—	`conf`	Enhanced detection of chemical plumes in hyperspectral images and movies throughimproved backgroundmodeling. WHISPERS Yi Grace Wang, Mauro Maggioni, Guangliang Chen
2013	J	`jnl`	Guaranteed sparse signal recovery with highly coherent sensing matrices. CoRR Guangliang Chen, Atul Divekar, Deanna Needell
2012	C	`conf`	A fast multiscale framework for data in high-dimensions: Measure estimation, anomaly detection, and compressive measurements. VCIP Guangliang Chen, Mark A. Iwen, Sang Chin, Mauro Maggioni
2011	J	`jnl`	Multiscale Geometric Methods for Data Sets II: Geometric Wavelets CoRR William K. Allard, Guangliang Chen, Mauro Maggioni
2011	A*	`conf`	Multiscale geometric and spectral analysis of plane arrangements. CVPR Guangliang Chen, Mauro Maggioni
2010	—	`conf`	Data representation and exploration with Geometric Wavelets. IEEE VAST Eric E. Monson, Guangliang Chen, Rachel Brady, Mauro Maggioni
2010	Misc	`conf`	Multiscale geometric wavelets for the analysis of point clouds. CISS Guangliang Chen, Mauro Maggioni
2009	J	`jnl`	Foundations of a Multi-way Spectral Clustering Framework for Hybrid Linear Modeling. Found. Comput. Math. Guangliang Chen, Gilad Lerman
2009	J	`jnl`	Kernel Spectral Curvature Clustering (KSCC) CoRR Guangliang Chen, Stefan Atev, Gilad Lerman
2009	—	`conf`	Kernel Spectral Curvature Clustering (KSCC). ICCV Workshops Guangliang Chen, Stefan Atev, Gilad Lerman
2009	J	`jnl`	Motion Segmentation by SCC on the Hopkins 155 Database CoRR Guangliang Chen, Gilad Lerman
2009	—	`conf`	Motion segmentation by SCC on the hopkins 155 database. ICCV Workshops Guangliang Chen, Gilad Lerman
2009	J	`jnl`	Spectral Curvature Clustering (SCC). Int. J. Comput. Vis. Guangliang Chen, Gilad Lerman
2007	J	`jnl`	Functional genomics via multiscale analysis: application to gene expression and ChIP-on-chip data. Bioinform. Gilad Lerman, Joseph McQuown, Alexandre Blais, Brian D. Dynlacht, Guangliang Chen, Bud Mishra