Mining Functional Dependency Rule of Relational Database. - Xiaopeng Tao; Ning Wang; Shuigeng Zhou; Aoying Zhou; Yunfa Hu (PAKDD, 1999)

Incremental Mining of Schema for Semistructured Data. - Aoying Zhou; Wen Jin; Shuigeng Zhou; Zengping Tian (PAKDD, 1999)

An Improved Definition of Multidimensional Inter-transaction Association Rule. - Aoying Zhou; Shuigeng Zhou; Wen Jin; Zengping Tian (PAKDD, 1999)

Mobile Agent-Based Distributed Geographic Information Systems under Internet Environment. - Jihong Guan; Shuigeng Zhou; Fuling Bian; Aoying Zhou (DEXA Workshop, 2000)

Combining Sampling Technique with DBSCAN Algorithm for Clustering Large Spatial Databases. - Shuigeng Zhou; Aoying Zhou; Jing Cao; Wen Jin; Ye Fan; Yunfa Hu (PAKDD, 2000)

MADGIS: A New Architecture for Distributed GIS under Internet Environment. - Jihong Guan; Shuigeng Zhou; Fuling Bian; Yunfa Hu (Web-Age Information Management, 2000)

Hierachically Classifying Chinese Web Documents without Dictionary Support and Segmentation Procedure. - Shuigeng Zhou; Ye Fan; Jiangtao Hu; Fang Yu; Yunfa Hu (Web-Age Information Management, 2000)

Incremental Mining of the Schema of Semistructured Data. - Aoying Zhou; Wen Jin; Shuigeng Zhou; Weining Qian; Zengping Tian (J. Comput. Sci. Technol., 2000)

Approaches for Scaling DBSCAN Algorithm to Large Spatial Databases. - Aoying Zhou; Shuigeng Zhou; Jing Cao; Ye Fan; Yunfa Hu (J. Comput. Sci. Technol., 2000)

Generalized Multidimensional Association Rules. - Aoying Zhou; Shuigeng Zhou; Wen Jin; Zengping Tian (J. Comput. Sci. Technol., 2000)

Mobile-Agent Based Distributed Web GIS. - Jihong Guan; Shuigeng Zhou; Aoying Zhou (CoopIS, 2001)

A Novel Full-Text Indexing Model for Chinese Text Retrieval. - Shuigeng Zhou; Yunfa Hu; Jiangtao Hu (DEXA, 2001)

A Hybrid Approach to Clustering in Very Large Databases. - Aoying Zhou; Weining Qian; Hailei Qian; Wen Jin; Shuigeng Zhou; Ye Fan (PAKDD, 2001)

Chinese text retrieval: an adjacency matrix based approach. - Shuigeng Zhou; Yunfa Hu (SMC, 2001)

Adjacency Matrix Based Full-Text Indexing Models. - Shuigeng Zhou; Jihong Guan; Yunfa Hu; Jiangtao Hu; Aoying Zhou (WAIM, 2001)

An Approach to Improve Text Classification Efficiency. - Shuigeng Zhou; Jihong Guan (ADBIS, 2002)

Chinese Documents Classification Based on N-Grams. - Shuigeng Zhou; Jihong Guan (CICLing, 2002)

Pruning Training Corpus to Speedup Text Classification. - Jihong Guan; Shuigeng Zhou (DEXA, 2002)

Evaluation and Construction of Training Corpuses for Text Classification: A Preliminary Study. - Shuigeng Zhou; Jihong Guan (NLDB, 2002)

Fast Text Classification: A Training-Corpus Pruning Based Approac. - Shuigeng Zhou; Tok Wang Ling; Jihong Guan; Jiangtao Hu; Aoying Zhou (DASFAA, 2003)

Index Selection for Efficient XML Path Expression Processing. - Zhimao Guo; Zhengchuan Xu; Shuigeng Zhou; Aoying Zhou; Ming Li (ER (Workshops), 2003)

C2: A New Overlay Network Based on CAN and Chord. - Wenyuan Cai; Shuigeng Zhou; Linhao Xu; Weining Qian; Aoying Zhou (GCC (1), 2003)

PeerBus: A Middleware Framework towards Interoperability among P2P Data Sharing Systems. - Linhao Xu; Shuigeng Zhou; Keping Zhao; Weining Qian; Aoying Zhou (GCC (1), 2003)

G2ST: a novel method to transform GML to SVG. - Zhimao Guo; Shuigeng Zhou; Zhengchuan Xu; Aoying Zhou (GIS, 2003)

Hierarchical Classification of Chinese Documents Based on N-grams. - Jihong Guan; Shuigeng Zhou (ICADL, 2003)

MAG2DL: A Framework for Information Retrieval and Integration of Distributed Geographic Digital Libraries. - Jihong Guan; Shuigeng Zhou; Junpeng Chen; Xiaolong Chen; Yang An; Fuling Bian; Zhiyong Peng (ICADL, 2003)

Dynamic Tuning of XML Storage Schema in VXMLR. - Zhengchuan Xu; Zhimao Guo; Shuigeng Zhou; Aoying Zhou (IDEAS, 2003)

Dynamic Clustering-Based Query Answering in Peer-to-Peer Systems. - Weining Qian; Shuigeng Zhou; Yi Ren; Aoying Zhou; Beng Chin Ooi; Kian-Lee Tan (WAIM, 2003)

UD(k, l)-Index: An Efficient Approximate Index for XML Data. - Hongwei Wu; Qing Wang 006; Jeffrey Xu Yu; Aoying Zhou; Shuigeng Zhou (WAIM, 2003)

Distributed geo-referenced information accessing and integrating based on mobile agents and GML. - Jihong Guan; Shuigeng Zhou (WISE Workshops, 2003)

Data Management in Peer-to-Peer Environment: A Perspective of BestPeer. - Aoying Zhou; Weining Qian; Shuigeng Zhou; Bo Ling; Linhao Xu; Wee Siong Ng; Beng Chin Ooi; Kian-Lee Tan (J. Comput. Sci. Technol., 2003)

Enabling GIS Services in a P2P Environment. - Jihong Guan; Leichun Wang; Shuigeng Zhou (CIT, 2004)

STRUCTBASE: A Structure Based Chinese Text Database System. - Jihong Guan; Shuigeng Zhou; Yuzhen Li (CIT, 2004)

N-SHOQ(D): A Nonmonotonic Extension of Description Logic SHOQ(D). - Songxin Wang; Shuigeng Zhou; Fei Wang; Aoying Zhou (APWeb, 2004)

Towards Adaptive Probabilistic Search in Unstructured P2P Systems. - Linhao Xu; Chenyun Dai; Wenyuan Cai; Shuigeng Zhou; Aoying Zhou (APWeb, 2004)

Efficient Query Routing for XML Documents Retrieval in Unstructured Peer-to-Peer Networks. - Deqing Yang; Linhao Xu; Wenyuan Cai; Shuigeng Zhou; Aoying Zhou (APWeb, 2004)

PeerSDI: A Peer-to-Peer Information Dissemination System. - Keping Zhao; Shuigeng Zhou; Linhao Xu; Wenyuan Cai; Aoying Zhou (APWeb, 2004)

GML Storage: A Spatial Database Approach. - Yuzhen Li; Jun Li; Shuigeng Zhou (ER (Workshops), 2004)

E-Mail Services on Hybrid P2P Networks. - Yue Zhao; Shuigeng Zhou; Aoying Zhou (GCC, 2004)

Sequential Classifiers Combination for Text Categorization: An Experimental Study. - Zheng Zhang; Shuigeng Zhou; Aoying Zhou (WAIM, 2004)

A new full-text indexing model with low space overhead for chinese text retrieval. - Shuigeng Zhou; Jihong Guan (Int. J. Digit. Libr., 2004)

Towards Efficient Ranked Query Processing in Peer-to-Peer Networks. - Keping Zhao; Shuigeng Zhou; Aoying Zhou (Cognitive Systems, 2005)

CoCache: Query Processing Based on Collaborative Caching in P2P Systems. - Weining Qian; Linhao Xu; Shuigeng Zhou; Aoying Zhou (DASFAA, 2005)

Supporting Ranked Join in Peer-to-Peer Networks. - Keping Zhao; Shuigeng Zhou; Kian-Lee Tan; Aoying Zhou (DEXA Workshops, 2005)

A Neighborhood-Based Clustering Algorithm. - Shuigeng Zhou; Yue Zhao; Jihong Guan; Joshua Zhexue Huang (PAKDD, 2005)

On redundancy of training corpus for text categorization: a perspective of geometry. - Shuigeng Zhou; Jihong Guan (SIGIR, 2005)

A Theoretic Framework for Answering XPath Queries Using Views. - Jian Tang 001; Shuigeng Zhou (XSym, 2005)

C2: a new overlay network based on CAN and Chord. - Wenyuan Cai; Shuigeng Zhou; Weining Qian; Linhao Xu; Kian-Lee Tan; Aoying Zhou (Int. J. High Perform. Comput. Netw., 2005)

KEYNOTE: Keyword Search by Node Selection for Text Retrieval on DHT-Based P2P Networks. - Zheng Zhang; Shuigeng Zhou; Weining Qian; Aoying Zhou (DASFAA, 2006)

Storing and querying GML in object-relational databases. - Fubao Zhu; Jihong Guan; Jiaogen Zhou; Shuigeng Zhou (GIS, 2006)

SIPPER: Selecting Informative Peers in Structured P2P Environment for Content-Based Retrieval. - Shuigeng Zhou; Zheng Zhang; Weining Qian; Aoying Zhou (ICDE, 2006)

Mining distance-based outliers from large databases in any metric space. - Yufei Tao 001; Xiaokui Xiao; Shuigeng Zhou (KDD, 2006)

A Novel Energy-Efficient Backbone for Sensor Networks. - Hekang Chen; Shuigeng Zhou; Bin Xiao 001; Jihong Guan; Bo Huang (MSN, 2006)

gTRICLUSTER: A More General and Effective 3D Clustering Algorithm for Gene-Sample-Time Microarray Data. - Haoliang Jiang; Shuigeng Zhou; Jihong Guan; Ying Zheng (BioDM, 2006)

Neighborhood Density Method for Selecting Initial Cluster Centers in K-Means Clustering. - Yunming Ye; Joshua Zhexue Huang; Xiaojun Chen 006; Shuigeng Zhou; Graham J. Williams; Xiaofei Xu (PAKDD, 2006)

MAGGIS: A Mobile-Agent and GML Based Distributed Geographic Information System. - Jihong Guan; Jiaogen Zhou; Shuigeng Zhou (Int. J. Web Inf. Syst., 2006)

A Novel Method for Flux Distribution Computation in Metabolic Networks. - Da Jiang; Shuigeng Zhou; Jihong Guan (BIRD, 2007)

Towards Energy-Efficient Skyline Monitoring in Wireless Sensor Networks. - Hekang Chen; Shuigeng Zhou; Jihong Guan (EWSN, 2007)

Efficient Skyline Retrieval on Peer-to-Peer Networks. - Lin Zhu 001; Shuigeng Zhou; Jihong Guan (FGCN (2), 2007)

Constraints-preserving GML storage in object-relational databases. - Fubao Zhu; Jihong Guan; Shuigeng Zhou (GIS, 2007)

A Walking Beacon-Assisted Localization in Wireless Sensor Networks. - Bin Xiao 001; Hekang Chen; Shuigeng Zhou (ICC, 2007)

GPress: Towards Effective GML Documents Compresssion. - Jihong Guan; Shuigeng Zhou (ICDE, 2007)

GString: A Novel Approach for Efficient Search in Graph Databases. - Haoliang Jiang; Haixun Wang; Philip S. Yu; Shuigeng Zhou (ICDE, 2007)

CWC: A Clustering-Based Feature Weighting Approach for Text Classification. - Lin Zhu 001; Jihong Guan; Shuigeng Zhou (MDAI, 2007)

Efficient top-k processing in large-scaled distributed environments. - Keping Zhao; Yufei Tao 001; Shuigeng Zhou (Data Knowl. Eng., 2007)

LHT: A Low-Maintenance Indexing Scheme over DHTs. - Yuzhe Tang; Shuigeng Zhou (ICDCS, 2008)

Stop Chasing Trends: Discovering High Order Models in Evolving Data. - Shixi Chen; Haixun Wang; Shuigeng Zhou; Philip S. Yu (ICDE, 2008)

Towards More Effective Text Summarization Based on Textual Association Networks. - Yuhui Tao; Shuigeng Zhou; Wai Lam; Jihong Guan (SKG, 2008)

Challenging More Updates: Towards Anonymous Re-publication of Fully Dynamic Datasets - Feng Li; Shuigeng Zhou (CoRR, 2008)

An Effective GML Documents Compressor. - Jihong Guan; Shuigeng Zhou; Yan Chen (IEICE Trans. Inf. Syst., 2008)

Towards effective document clustering: A constrained K-means based approach. - Guobiao Hu; Shuigeng Zhou; Jihong Guan; Xiaohua Hu 001 (Inf. Process. Manag., 2008)

Distributed Localization Using a Moving Beacon in Wireless Sensor Networks. - Bin Xiao 001; Hekang Chen; Shuigeng Zhou (IEEE Trans. Parallel Distributed Syst., 2008)

Empirical Probability Functions Derived from Dihedral Angles for Protein Structure Prediction. - Qiwen Dong; Xin Geng; Shuigeng Zhou; Jihong Guan (BIBE, 2009)

m-LIGHT: Indexing Multi-Dimensional Data over DHTs. - Yuzhe Tang; Jianliang Xu; Shuigeng Zhou; Wang-Chien Lee (ICDCS, 2009)

Concept Clustering of Evolving Data. - Shixi Chen; Haixun Wang; Shuigeng Zhou (ICDE, 2009)

Towards Keyword Search over Relational Databases in DHT Networks. - Jian Yu 001; Jihong Guan; Jianliang Xu; Shuigeng Zhou (ICPADS, 2009)

Improving Prediction of the Contact Numbers of Residues in Proteins from Primary Sequences. - Qiwen Dong; Shuigeng Zhou; Jihong Guan (IJCBS, 2009)

Multidimensional Similarity In-network Query for Large-Scale Sensor Networks. - Xuejun Liu; Shuigeng Zhou; Guangwei Bai; Diwen Zhu (Mobile Data Management, 2009)

A new taxonomy-based protein fold recognition approach based on autocross-covariance transformation. - Qiwen Dong; Shuigeng Zhou; Jihong Guan (Bioinform., 2009)

A pattern-based nearest neighbor search approach for promoter prediction using DNA structural profiles. - Yanglan Gan; Jihong Guan; Shuigeng Zhou (Bioinform., 2009)

Prediction of protein-protein interaction sites using an ensemble method. - Lei Deng 002; Jihong Guan; Qiwen Dong; Shuigeng Zhou (BMC Bioinform., 2009)

Advances in fuzzy sets and knowledge discovery. - Jian Yu 001; Shuigeng Zhou; Lipo Wang; Jingsheng Lei (Comput. Math. Appl., 2009)

Complex networks and computing. - Shuigeng Zhou; Zhongzhi Zhang (Frontiers Comput. Sci. China, 2009)

ANGEL: Enhancing the Utility of Generalization for Privacy Preserving Publication. - Yufei Tao 001; Hekang Chen; Xiaokui Xiao; Shuigeng Zhou; Donghui Zhang (IEEE Trans. Knowl. Data Eng., 2009)

Distributed Skyline Retrieval with Low Bandwidth Consumption. - Lin Zhu 001; Yufei Tao 001; Shuigeng Zhou (IEEE Trans. Knowl. Data Eng., 2009)

Building Resilient Unstructured Peer-to-Peer Networks Using Mobile Agents. - Ming Xu 005; Shuigeng Zhou; Jihong Guan (SKG, 2010)

Symbolic analysis and exact travelling wave solutions to a new modified Novikov equation. - Lei Zhao; Shuigeng Zhou (Appl. Math. Comput., 2010)

MiRenSVM: towards better prediction of microRNA precursors using an ensemble SVM classifier with multi-loop features. - Jiandong Ding; Shuigeng Zhou; Jihong Guan (BMC Bioinform., 2010)

Achieving optimal data storage position in wireless sensor networks. - Zhaochun Yu; Bin Xiao 001; Shuigeng Zhou (Comput. Commun., 2010)

A evolutionary method for finding communities in bipartite networks - Weihua Zhan; Zhongzhi Zhang; Jihong Guan; Shuigeng Zhou (CoRR, 2010)

Prediction of protein - protein interactions from primary sequences. - Qiwen Dong; Shuigeng Zhou; Xuan Liu (Int. J. Data Min. Bioinform., 2010)

Detecting microarray data supported microRNA-mRNA interactions. - Hui Liu 026; Shuigeng Zhou; Jihong Guan (Int. J. Data Min. Bioinform., 2010)

A path-traceable query routing mechanism for search in unstructured peer-to-peer networks. - Ming Xu 005; Shuigeng Zhou; Jihong Guan; Xiaohua Hu 001 (J. Netw. Comput. Appl., 2010)

LESSON: A system for lecture notes searching and sharing over Internet. - Shuigeng Zhou; Ming Xu 005; Jihong Guan (J. Syst. Softw., 2010)

LIGHT: A Query-Efficient Yet Low-Maintenance Indexing Scheme over DHTs. - Yuzhe Tang; Shuigeng Zhou; Jianliang Xu (IEEE Trans. Knowl. Data Eng., 2010)

imiRTP: An Integrated Method to Identifying miRNA-target Interactions in Arabidopsis thaliana. - Jiandong Ding; Shusi Yu; Uwe Ohler; Jihong Guan; Shuigeng Zhou (BIBM, 2011)

Towards Efficient Subgraph Search in Cloud Computing Environments. - Yifeng Luo; Jihong Guan; Shuigeng Zhou (DASFAA Workshops, 2011)

A GML Documents Stream Compressor. - Yinan Yu; Yuzhen Li; Shuigeng Zhou (DASFAA Workshops, 2011)

Adapting Skyline Computation to the MapReduce Framework: Algorithms and Experiments. - Boliang Zhang; Shuigeng Zhou; Jihong Guan (DASFAA Workshops, 2011)

GBLENDER: visual subgraph query formulation meets query processing. - Changjiu Jin; Sourav S. Bhowmick; Xiaokui Xiao; Byron Choi; Shuigeng Zhou (SIGMOD Conference, 2011)

miRFam: an effective automatic miRNA classification method based on n-grams and a multiclass SVM. - Jiandong Ding; Shuigeng Zhou; Jihong Guan (BMC Bioinform., 2011)

Gene ontology based transfer learning for protein subcellular localization. - Suyu Mei; Wang Fei; Shuigeng Zhou (BMC Bioinform., 2011)

A new and effective hierarchical overlay structure for Peer-to-Peer networks. - Ming Xu 005; Shuigeng Zhou; Jihong Guan (Comput. Commun., 2011)

Rumor spreading in gaming social networks - Yichao Zhang 001; Shi Zhou; Jihong Guan; Shuigeng Zhou (CoRR, 2011)

Detecting Collusive Cliques in Futures Markets Based on Trading Behaviors from Real Data - Junjie Wang; Shuigeng Zhou; Jihong Guan (CoRR, 2011)

A machine learning-based method for protein global model quality assessment. - Qiwen Dong; Yufei Chen 005; Shuigeng Zhou (Int. J. Gen. Syst., 2011)

A conversation with Professor Ruqian Lu et al. - Shuigeng Zhou; Caiyan Jia; Fei Wang; Qiwen Dong; Shanfeng Zhu; Ruqian Lu (SIGKDD Explor., 2011)

Novel Nonlinear Knowledge-Based Mean Force Potentials Based on Machine Learning. - Qiwen Dong; Shuigeng Zhou (IEEE ACM Trans. Comput. Biol. Bioinform., 2011)

A Lightweight Multidimensional Index for Complex Queries over DHTs. - Yuzhe Tang; Jianliang Xu; Shuigeng Zhou; Wang-Chien Lee; Dingxiong Deng; Yue Wang 002 (IEEE Trans. Parallel Distributed Syst., 2011)

A comparison study on protein-protein interaction network models. - Mingyu Shao; Yi Yang 029; Jihong Guan; Shuigeng Zhou (BIBM, 2012)

Effectively predicting protein functions by collective classification - An extended abstract. - Wei Xiong; Hui Liu 026; Jihong Guan; Shuigeng Zhou (BIBM Workshops, 2012)

Integrating historical noisy answers for improving data utility under differential privacy. - Shixi Chen; Shuigeng Zhou; Sourav S. Bhowmick (EDBT, 2012)

PRAGUE: Towards Blending Practical Visual Subgraph Query Formulation and Query Processing. - Changjiu Jin; Sourav S. Bhowmick; Byron Choi; Shuigeng Zhou (ICDE, 2012)

Effective clustering of microRNA sequences by N-grams and feature weighting. - Yuan Yi; Jihong Guan; Shuigeng Zhou (ISB, 2012)

A new algorithm for automatic computation of solitary wave solutions to nonlinear partial differential equations based on the Exp-function method. - Lei Zhao; Dingjiang Huang; Shuigeng Zhou (Appl. Math. Comput., 2012)

A comparison study on feature selection of DNA structural properties for promoter prediction. - Yanglan Gan; Jihong Guan; Shuigeng Zhou (BMC Bioinform., 2012)

Structural features based genome-wide characterization and prediction of nucleosome organization. - Yanglan Gan; Jihong Guan; Shuigeng Zhou; Weixiong Zhang (BMC Bioinform., 2012)

A semi-supervised boosting SVM for predicting hot spots at protein-protein Interfaces. - Bin Xu; Xiaoming Wei; Lei Deng 002; Jihong Guan; Shuigeng Zhou (BMC Syst. Biol., 2012)

Finding MicroRNA Targets in Plants: Current Status and Perspectives. - Jiandong Ding; Shuigeng Zhou; Jihong Guan (Genom. Proteom. Bioinform., 2012)

An improved genetic algorithm for statistical potential function design and protein structure prediction. - Xin Geng; Jihong Guan; Qiwen Dong; Shuigeng Zhou (Int. J. Data Min. Bioinform., 2012)

Detecting potential collusive cliques in futures markets based on trading behaviors from real data. - Junjie Wang; Shuigeng Zhou; Jihong Guan (Neurocomputing, 2012)

Preface. - Shuigeng Zhou (Int. J. Softw. Informatics, 2012)

Enhancing Routing Robustness of Unstructured Peer-to-Peer Networks Using Mobile Agents. - Ming Xu 005; Shuigeng Zhou; Jihong Guan (J. Netw. Syst. Manag., 2012)

DISKs: A System for Distributed Spatial Group Keyword Search on Road Networks. - Siqiang Luo; Yifeng Luo; Shuigeng Zhou; Gao Cong; Jihong Guan (Proc. VLDB Endow., 2012)

Shortest Path and Distance Queries on Road Networks: An Experimental Evaluation. - Lingkun Wu; Xiaokui Xiao; Dingxiong Deng; Gao Cong; Andy Diwen Zhu; Shuigeng Zhou (Proc. VLDB Endow., 2012)

VOGUE: Towards A Visual Interaction-aware Graph Query Processing Framework. - Sourav S. Bhowmick; Byron Choi; Shuigeng Zhou (CIDR, 2013)

Robust Median Reversion Strategy for On-Line Portfolio Selection. - Dingjiang Huang; Junlong Zhou; Bin Li 027; Steven C. H. Hoi; Shuigeng Zhou (IJCAI, 2013)

Boosting Prediction Performance of Protein-Protein Interaction Hot Spots by Using Structural Neighborhood Properties - (Extended Abstract). - Lei Deng 002; Jihong Guan; Xiaoming Wei; Yuan Yi; Shuigeng Zhou (RECOMB, 2013)

Recursive mechanism: towards node differential privacy and unrestricted joins. - Shixi Chen; Shuigeng Zhou (SIGMOD Conference, 2013)

QUBLE: blending visual subgraph query formulation with query processing on large networks. - Ho Hoang Hung; Sourav S. Bhowmick; Ba Quan Truong; Byron Choi; Shuigeng Zhou (SIGMOD Conference, 2013)

Shortest path and distance queries on road networks: towards bridging theory and practice. - Andy Diwen Zhu; Hui Ma; Xiaokui Xiao; Siqiang Luo; Youze Tang; Shuigeng Zhou (SIGMOD Conference, 2013)

Output-sensitive Skyline Algorithms in External Memory. - Xiaocheng Hu; Cheng Sheng 001; Yufei Tao 001; Yi Yang 029; Shuigeng Zhou (SODA, 2013)

Protein function prediction by collective classification with explicit and implicit edges in protein-protein interaction networks. - Wei Xiong; Hui Liu 026; Jihong Guan; Shuigeng Zhou (BMC Bioinform., 2013)

Recursive Mechanism: Towards Node Differential Privacy and Unrestricted Joins [Full Version, Draft 0.1] - Shixi Chen; Shuigeng Zhou (CoRR, 2013)

Scalable continual top-k keyword search in relational databases. - Yanwei Xu; Jihong Guan; Fengrong Li; Shuigeng Zhou (Data Knowl. Eng., 2013)

Square++: Making a connection game win-lose complementary and playing-fair. - Yi Yang 029; Shuigeng Zhou; Yuan Li (Entertain. Comput., 2013)

When Cloud Computing Meets Bioinformatics: a Review. - Shuigeng Zhou; Ruiqi Liao; Jihong Guan (J. Bioinform. Comput. Biol., 2013)

Boosting Prediction Performance of Protein-Protein Interaction Hot Spots by Using Structural Neighborhood Properties. - Lei Deng 002; Jihong Guan; Xiaoming Wei; Yuan Yi; Qiangfeng Cliff Zhang; Shuigeng Zhou (J. Comput. Biol., 2013)

A RAMCloud Storage System based on HDFS: Architecture, implementation and evaluation. - Yifeng Luo; Siqiang Luo; Jihong Guan; Shuigeng Zhou (J. Syst. Softw., 2013)

Identifying Mammalian MicroRNA Targets Based on Supervised Distance Metric Learning. - Hui Liu 026; Shuigeng Zhou; Jihong Guan (IEEE J. Biomed. Health Informatics, 2013)

Towards Topological-Transformation Robust Shape Comparison: A Sparse Representation Based Manifold Embedding Approach. - Longwen Gao; Shuigeng Zhou (AAAI, 2014)

Revisiting topological properties of protein-protein interaction networks from the perspective of dataset evolution. - Mingyu Shao; Shuigeng Zhou; Jihong Guan (BIBM, 2014)

Efficiently Evaluating Range-Constrained Spatial Keyword Query on Road Networks. - Wengen Li; Jihong Guan; Shuigeng Zhou (DASFAA Workshops, 2014)

Privacy-Preserving Reachability Query Services. - Shuxiang Yin; Zhe Fan; Peipei Yi; Byron Choi; Jianliang Xu; Shuigeng Zhou (DASFAA (1), 2014)

Distributed Spatial Keyword Querying on Road Networks. - Siqiang Luo; Yifeng Luo; Shuigeng Zhou; Gao Cong; Jihong Guan (EDBT, 2014)

Calculating the Crossing Probability on the Square Tessellation of a Connection Game with Random Move Order: The Algorithm and Its Complexity. - Yi Yang 029; Shuigeng Zhou; Jihong Guan (FAW, 2014)

Private search on key-value stores with hierarchical indexes. - Haibo Hu 001; Jianliang Xu; Xizhong Xu; Kexin Pei; Byron Choi; Shuigeng Zhou (ICDE, 2014)

Finding approximate partitions and splitters in external memory. - Xiaocheng Hu; Yufei Tao 001; Yi Yang 029; Shuigeng Zhou (SPAA, 2014)

A comparative evaluation on prediction methods of nucleosome positioning. - Hui Liu 026; Ruichang Zhang; Wei Xiong; Jihong Guan; Ziheng Zhuang; Shuigeng Zhou (Briefings Bioinform., 2014)

Choosing appropriate models for protein-protein interaction networks: a comparison study. - Mingyu Shao; Yi Yang 029; Jihong Guan; Shuigeng Zhou (Briefings Bioinform., 2014)

Advances in bioinformatics: Selected papers from APBC 2014. - Shuigeng Zhou; Yi-Ping Phoebe Chen (Comput. Biol. Chem., 2014)

A New and Effective Approach to GML Documents Compression. - Qingting Wei; Jihong Guan; Shuigeng Zhou; Xin Wang 004 (Comput. J., 2014)

CloudNMF: A MapReduce Implementation of Nonnegative Matrix Factorization for Large-scale Biological Datasets. - Ruiqi Liao; Yifan Zhang; Jihong Guan; Shuigeng Zhou (Genom. Proteom. Bioinform., 2014)

The centrality of cancer proteins in human protein-protein interaction network: a revisit. - Wei Xiong; Luyu Xie; Shuigeng Zhou; Hui Liu 026; Jihong Guan (Int. J. Comput. Biol. Drug Des., 2014)

Active learning for protein function prediction in protein-protein interaction networks. - Wei Xiong; Luyu Xie; Shuigeng Zhou; Jihong Guan (Neurocomputing, 2014)

PredHS: a web server for predicting protein-protein interaction hot spots by using structural neighborhood properties. - Lei Deng 002; Qiangfeng Cliff Zhang; Zhigang Chen 001; Yang Meng; Jihong Guan; Shuigeng Zhou (Nucleic Acids Res., 2014)

Identifying Cis-Regulatory Elements and Modules Using Conditional Random Fields. - Yanglan Gan; Jihong Guan; Shuigeng Zhou; Weixiong Zhang (IEEE ACM Trans. Comput. Biol. Bioinform., 2014)

A New Unsupervised Binning Approachfor Metagenomic Sequences Based onN-grams and Automatic Feature Weighting. - Ruiqi Liao; Ruichang Zhang; Jihong Guan; Shuigeng Zhou (IEEE ACM Trans. Comput. Biol. Bioinform., 2014)

Guest editorial for the 12th Asia Pacific Bioinformatics Conference. - Shuigeng Zhou; Yi-Ping Phoebe Chen (IEEE ACM Trans. Comput. Biol. Bioinform., 2014)

A Novel Image Registration Algorithm for Remote Sensing Under Affine Transformation. - Zhili Song; Shuigeng Zhou; Jihong Guan (IEEE Trans. Geosci. Remote. Sens., 2014)

QUBLE: towards blending interactive visual subgraph search queries on large networks. - Ho Hoang Hung; Sourav S. Bhowmick; Ba Quan Truong; Byron Choi; Shuigeng Zhou (VLDB J., 2014)

Instance-level worst-case query bounds on R-trees. - Yufei Tao 001; Yi Yang 029; Xiaocheng Hu; Cheng Sheng 001; Shuigeng Zhou (VLDB J., 2014)

Learning Sparse Representations from Datasets with Uncertain Group Structures: Model, Algorithm and Applications. - Longwen Gao; Shuigeng Zhou (AAAI, 2015)

Boosting compound-protein interaction prediction by deep learning. - Kai Tian 001; Mingyu Shao; Shuigeng Zhou; Jihong Guan (BIBM, 2015)

Boosting Financial Trend Prediction with Twitter Mood Based on Selective Hidden Markov Models. - Yifu Huang; Shuigeng Zhou; Kai Huang 011; Jihong Guan (DASFAA (2), 2015)

PIGEON: Progress indicator for subgraph queries. - Xiaojing Xie; Zhe Fan; Byron Choi; Peipei Yi; Sourav S. Bhowmick; Shuigeng Zhou (ICDE, 2015)

On The I/O Complexity of Dynamic Distinct Counting. - Xiaocheng Hu; Yufei Tao 001; Yi Yang 029; Shengyu Zhang; Shuigeng Zhou (ICDT, 2015)

Semi-Universal Portfolios with Transaction Costs. - Dingjiang Huang; Yan Zhu 008; Bin Li 027; Shuigeng Zhou; Steven C. H. Hoi (IJCAI, 2015)

IKLTSA: An Incremental Kernel LTSA Method. - Chao Tan; Jihong Guan; Shuigeng Zhou (MLDM, 2015)

Efficient Route Planning on Public Transportation Networks: A Labelling Approach. - Sibo Wang 001; Wenqing Lin; Yi Yang 029; Xiaokui Xiao; Shuigeng Zhou (SIGMOD Conference, 2015)

Knowledge Diffusion in Complex Networks. - Yichao Zhang 001; M. A. Aziz-Alaoui; Cyrille Bertelle; Jihong Guan; Shuigeng Zhou (UIC/ATC/ScalCom, 2015)

Deterministic identification of specific individuals from GWAS results. - Ruichu Cai; Zhifeng Hao; Marianne Winslett; Xiaokui Xiao; Yin Yang 001; Zhenjie Zhang; Shuigeng Zhou (Bioinform., 2015)

Improving compound-protein interaction prediction by building up highly credible negative samples. - Hui Liu 026; Jianjiang Sun; Jihong Guan; Jie Zheng 002; Shuigeng Zhou (Bioinform., 2015)

Exploiting topic modeling to boost metagenomic reads binning. - Ruichang Zhang; Zhanzhan Cheng; Jihong Guan; Shuigeng Zhou (BMC Bioinform., 2015)

Effectively classifying short texts by structured sparse representation with dictionary filtering. - Longwen Gao; Shuigeng Zhou; Jihong Guan (Inf. Sci., 2015)

Computationally predicting protein-RNA interactions using only positive and unlabeled examples. - Zhanzhan Cheng; Shuigeng Zhou; Jihong Guan (J. Bioinform. Comput. Biol., 2015)

LAYER: A cost-efficient mechanism to support multi-tenant database as a service in cloud. - Yifeng Luo; Shuigeng Zhou; Jihong Guan (J. Syst. Softw., 2015)

DPNuc: Identifying Nucleosome Positions Based on the Dirichlet Process Mixture Model. - Huidong Chen; Jihong Guan; Shuigeng Zhou (IEEE ACM Trans. Comput. Biol. Bioinform., 2015)

CoGI: Towards Compressing Genomes as an Image. - Xiaojing Xie; Shuigeng Zhou; Jihong Guan (IEEE ACM Trans. Comput. Biol. Bioinform., 2015)

Group and Graph Joint Sparsity for Linked Data Classification. - Longwen Gao; Shuigeng Zhou (AAAI, 2016)

Semi-Supervised Group Sparse Representation: Model, Algorithm and Applications. - Longwen Gao; Yeqing Li; Junzhou Huang; Shuigeng Zhou (ECAI, 2016)

VColor: A practical vertex-cut based approach for coloring large graphs. - Yun Peng 002; Byron Choi; Bingsheng He; Shuigeng Zhou; Ruzhi Xu; Xiaohui Yu 001 (ICDE, 2016)

Exploiting Twitter Moods to Boost Financial Trend Prediction Based on Deep Network Models. - Yifu Huang; Kai Huang 011; Yang Wang 100; Hao Zhang 079; Jihong Guan; Shuigeng Zhou (ICIC (3), 2016)

Diversified Temporal Subgraph Pattern Mining. - Yi Yang 029; Da Yan 001; Huanhuan Wu; James Cheng; Shuigeng Zhou; John C. S. Lui (KDD, 2016)

Retrieving Routes of Interest Over Road Networks. - Wengen Li; Jiannong Cao 001; Jihong Guan; Man Lung Yiu; Shuigeng Zhou (WAIM (1), 2016)

Data mining in systems biology. - Ao Li 001; Xing-Ming Zhao; Shuigeng Zhou (Neurocomputing, 2016)

An integrative analysis of nucleosome occupancy and positioning using diverse sequence dependent properties. - Yun Lu; Yanglan Gan; Jihong Guan; Shuigeng Zhou (Neurocomputing, 2016)

Histone modification patterns in highly differentiation cells. - Qiuyang Wu; Jihong Guan; Shuigeng Zhou (Neurocomputing, 2016)

Introduction to the special issue on GIW 2016. - Shuigeng Zhou; Yi-Ping Phoebe Chen; Hiroshi Mamitsuka (J. Bioinform. Comput. Biol., 2016)

A New Approach for Feature Selection from Microarray Data Based on Mutual Information. - Jian Tang 001; Shuigeng Zhou (IEEE ACM Trans. Comput. Biol. Bioinform., 2016)

Robust Median Reversion Strategy for Online Portfolio Selection. - Dingjiang Huang; Junlong Zhou; Bin Li 027; Steven C. H. Hoi; Shuigeng Zhou (IEEE Trans. Knowl. Data Eng., 2016)

Causal Discovery Using Regression-Based Conditional Independence Tests. - Hao Zhang 079; Shuigeng Zhou; Kun Zhang 001; Jihong Guan (AAAI, 2017)

Supporting Cost-Efficient Multi-tenant Database Services with Service Level Objectives (SLOs). - Yifeng Luo; Junshi Guo; Jiaye Zhu; Jihong Guan; Shuigeng Zhou (DASFAA (1), 2017)

A Graph Matching Based Method for Dynamic Passenger-Centered Ridesharing. - Jia Shi; Yifeng Luo; Shuigeng Zhou; Jihong Guan (DEXA (1), 2017)

Focusing Attention: Towards Accurate Text Recognition in Natural Images. - Zhanzhan Cheng; Fan Bai 001; Yunlu Xu; Gang Zheng; Shiliang Pu; Shuigeng Zhou (ICCV, 2017)

JeCache: Just-Enough Data Caching with Just-in-Time Prefetching for Big Data Applications. - Yifeng Luo; Jia Shi; Shuigeng Zhou (ICDCS, 2017)

Gaussian Weighting Reversion Strategy for Accurate On-Line Portfolio Selection. - Zekun Ye; Kai Huang 011; Shuigeng Zhou; Jihong Guan (ICTAI, 2017)

DeepCluster: A General Clustering Framework Based on Deep Learning. - Kai Tian 001; Shuigeng Zhou; Jihong Guan (ECML/PKDD (2), 2017)

Role of Individual Activity in Rumor Spreading in Scale-free Networks. - Yichao Zhang 001; Minmin Xiong; Yanwei Xu; Jihong Guan; Shuigeng Zhou (UCC (Companion"), 2017)

A new method for enhancer prediction based on deep belief network. - Hongda Bu; Yanglan Gan; Yang Wang 100; Shuigeng Zhou; Jihong Guan (BMC Bioinform., 2017)

iHMS: a database integrating human histone modification data across developmental stages and tissues. - Yanglan Gan; Han Tao; Jihong Guan; Shuigeng Zhou (BMC Bioinform., 2017)

An effective approach to detecting both small and large complexes from protein-protein interaction networks. - Bin Xu; Yang Wang 100; Zewei Wang; Jiaogen Zhou; Shuigeng Zhou; Jihong Guan (BMC Bioinform., 2017)

Fusing multiple protein-protein similarity networks to effectively predict lncRNA-protein interactions. - Xiaoxiong Zheng; Yang Wang 100; Kai Tian 001; Jiaogen Zhou; Jihong Guan; Libo Luo; Shuigeng Zhou (BMC Bioinform., 2017)

Selecting high-quality negative samples for effectively predicting protein-RNA interactions. - Zhanzhan Cheng; Kai Huang 011; Yang Wang 100; Hui Liu 026; Jihong Guan; Shuigeng Zhou (BMC Syst. Biol., 2017)

CPredictor3.0: detecting protein complexes from PPI networks with expression data and functional annotations. - Ying Xu; Jiaogen Zhou; Shuigeng Zhou; Jihong Guan (BMC Syst. Biol., 2017)

Knowledge diffusion in complex networks. - Yichao Zhang 001; Xing Li; M. A. Aziz-Alaoui; Cyrille Bertelle; Jihong Guan; Shuigeng Zhou (Concurr. Comput. Pract. Exp., 2017)

Arbitrarily-Oriented Text Recognition. - Zhanzhan Cheng; Xuyang Liu; Fan Bai 001; Yi Niu; Shiliang Pu; Shuigeng Zhou (CoRR, 2017)

A new hybrid method for learning bayesian networks: Separation and reunion. - Hui Liu 026; Shuigeng Zhou; Wai Lam; Jihong Guan (Knowl. Based Syst., 2017)

PICASSO: Exploratory Search of Connected Subgraph Substructures in Graph Databases. - Kai Huang 011; Sourav S. Bhowmick; Shuigeng Zhou; Byron Choi (Proc. VLDB Endow., 2017)

Efficient Retrieval of Bounded-Cost Informative Routes. - Wengen Li; Jiannong Cao 001; Jihong Guan; Man Lung Yiu; Shuigeng Zhou (IEEE Trans. Knowl. Data Eng., 2017)

Measuring Conditional Independence by Independent Residuals: Theoretical Results and Application in Causal Discovery. - Hao Zhang 079; Shuigeng Zhou; Jihong Guan (AAAI, 2018)

EarnCache: Self-adaptive Incremental Caching for Big Data Applications. - Yifeng Luo; Junshi Guo; Shuigeng Zhou (APWeb/WAIM (2), 2018)

Edit Probability for Scene Text Recognition. - Fan Bai 001; Zhanzhan Cheng; Yi Niu; Shiliang Pu; Shuigeng Zhou (CVPR, 2018)

AON: Towards Arbitrarily-Oriented Text Recognition. - Zhanzhan Cheng; Yangliu Xu; Fan Bai 001; Yi Niu; Shiliang Pu; Shuigeng Zhou (CVPR, 2018)

BOOMER: Blending Visual Formulation and Processing of P -Homomorphic Queries on Large Networks. - Yinglong Song; Huey-Eng Chua; Sourav S. Bhowmick; Byron Choi; Shuigeng Zhou (SIGMOD Conference, 2018)

A Unified Framework for Predicting KPIs of On-Demand Transport Services. - Jihong Guan; Weili Wang; Wengen Li; Shuigeng Zhou (IEEE Access, 2018)

Semi-Group Range Sum Revisited: Query-Space Lower Bound Tightened. - Xiaocheng Hu; Yufei Tao 001; Yi Yang 029; Shuigeng Zhou (Algorithmica, 2018)

Classifying early and late mild cognitive impairment stages of Alzheimer's disease by fusing default mode networks extracted with multiple seeds. - Shengbing Pei; Jihong Guan; Shuigeng Zhou (BMC Bioinform., 2018)

Global Semantic Consistency for Zero-Shot Learning. - Fan Wu; Kai Tian 001; Jihong Guan; Shuigeng Zhou (CoRR, 2018)

CPredictor 4.0: effectively detecting protein complexes in weighted dynamic PPI networks. - Yunjia Shi; Heng Yao; Jihong Guan; Shuigeng Zhou (Int. J. Data Min. Bioinform., 2018)

CPP: Towards comprehensive privacy preserving for query processing in information networks. - Chaobin Liu; Shuigeng Zhou; Haibo Hu 001; Yuzhe Richard Tang; Jihong Guan; Yao Ma (Inf. Sci., 2018)

Towards efficiently supporting database as a service with QoS guarantees. - Yifeng Luo; Junshi Guo; Jiaye Zhu; Jihong Guan; Shuigeng Zhou (J. Syst. Softw., 2018)

Effectively Identifying Compound-Protein Interactions by Learning from Positive and Unlabeled Examples. - Zhanzhan Cheng; Shuigeng Zhou; Yang Wang 100; Hui Liu 026; Jihong Guan; Yi-Ping Phoebe Chen (IEEE ACM Trans. Comput. Biol. Bioinform., 2018)

Combination Forecasting Reversion Strategy for Online Portfolio Selection. - Dingjiang Huang; Shunchang Yu; Bin Li 027; Steven C. H. Hoi; Shuigeng Zhou (ACM Trans. Intell. Syst. Technol., 2018)

Probabilistic Time-Constrained Paths Search over Uncertain Road Networks. - Wengen Li; Jihong Guan; Xiang Lian 001; Shuigeng Zhou; Jiannong Cao 001 (IEEE Trans. Serv. Comput., 2018)

Learning Competitive and Discriminative Reconstructions for Anomaly Detection. - Kai Tian 001; Shuigeng Zhou; Jianping Fan 001; Jihong Guan (AAAI, 2019)

Recursively Learning Causal Structures Using Regression-Based Conditional Independence Test. - Hao Zhang 079; Shuigeng Zhou; Chuanxu Yan; Jihong Guan; Xin Wang 004 (AAAI, 2019)

TOP: Towards Better Toxicity Prediction by Deep Molecular Representation Learning. - Yuzhong Peng; Ziqiao Zhang; Qizhi Jiang; Jihong Guan; Shuigeng Zhou (BIBM, 2019)

Versatile Multiple Choice Learning and Its Application to Vision Computing. - Kai Tian 001; Yi Xu 003; Shuigeng Zhou; Jihong Guan (CVPR, 2019)

Parallel Clique-Like Subgraph Counting and Listing. - Yi Yang 029; Da Yan 001; Shuigeng Zhou; Guimu Guo (ER, 2019)

Non-Local ConvLSTM for Video Compression Artifact Reduction. - Yi Xu 003; Longwen Gao; Kai Tian 001; Shuigeng Zhou; Huyang Sun (ICCV, 2019)

An Indexing Framework for Efficient Visual Exploratory Subgraph Search in Graph Databases. - Chaohui Wang; Miao Xie; Sourav S. Bhowmick; Byron Choi; Xiaokui Xiao; Shuigeng Zhou (ICDE, 2019)

You Only Recognize Once: Towards Fast Video Text Spotting. - Zhanzhan Cheng; Jing Lu 004; Yi Niu; Shiliang Pu; Fei Wu 001; Shuigeng Zhou (ACM Multimedia, 2019)

REAPS: Towards Better Recognition of Fine-Grained Images by Region Attending and Part Sequencing. - Peng Zhang 075; Xinyu Zhu; Zhanzhan Cheng; Shuigeng Zhou; Yi Niu (PRCV (1), 2019)

Simple Is Better: A Global Semantic Consistency Based End-to-End Framework for Effective Zero-Shot Learning. - Fan Wu; Shuigeng Zhou; Kang Wang; Yi Xu 003; Jihong Guan; Jun Huan (PRICAI (1), 2019)

CATAPULT: Data-driven Selection of Canned Patterns for Efficient Visual Graph Query Formulation. - Kai Huang 011; Huey-Eng Chua; Sourav S. Bhowmick; Byron Choi; Shuigeng Zhou (SIGMOD Conference, 2019)

Genome-wide analysis of epigenetic dynamics across human developmental stages and tissues. - Xia Zhang; Yanglan Gan; Guobing Zou; Jihong Guan; Shuigeng Zhou (BMC Genom., 2019)

Towards Pure End-to-End Learning for Recognizing Multiple Text Sequences from an Image. - Zhenlong Xu; Shuigeng Zhou; Zhanzhan Cheng; Fan Bai 001; Yi Niu; Shiliang Pu (CoRR, 2019)

Interactive map matching and its visualisation: techniques and system. - Li Cai; Bingyu Zhu; Yifeng Luo; Shuigeng Zhou (Int. J. Embed. Syst., 2019)

A novel privacy preserving method for data publication. - Chaobin Liu; Shixi Chen; Shuigeng Zhou; Jihong Guan; Yao Ma (Inf. Sci., 2019)

Statistical learning with group invariance: problem, method and consistency. - Weixia Xu; Dingjiang Huang; Shuigeng Zhou (Int. J. Mach. Learn. Cybern., 2019)

Privacy-Preserving Multi-Party Directory Services. - Yuzhe Richard Tang; Kai Li 017; Katchaguy Areekijseree; Shuigeng Zhou; Liting Hu (EAI Endorsed Trans. Security Safety, 2019)

Gaming Temporal Networks. - Yichao Zhang 001; Guanghui Wen; Guanrong Chen; Jiasheng Wang; Minmin Xiong; Jihong Guan; Shuigeng Zhou (IEEE Trans. Circuits Syst. II Express Briefs, 2019)

Editorial. - Shuigeng Zhou; Yi-Ping Phoebe Chen; Hiroshi Mamitsuka (IEEE ACM Trans. Comput. Biol. Bioinform., 2019)

Measuring Conditional Independence by Independent Residuals for Causal Discovery. - Hao Zhang 079; Shuigeng Zhou; Jihong Guan; Jun Huan (ACM Trans. Intell. Syst. Technol., 2019)

A General Framework for Unmet Demand Prediction in On-Demand Transport Services. - Wengen Li; Jiannong Cao 001; Jihong Guan; Shuigeng Zhou; Guanqing Liang; Winnie K. Y. So; Michal Szczecinski (IEEE Trans. Intell. Transp. Syst., 2019)

DEEPSEN: a convolutional neural network based method for super-enhancer prediction. - Hongda Bu; Jiaqi Hao; Yanglan Gan; Shuigeng Zhou; Jihong Guan (BMC Bioinform., 2019)

Network as Regularization for Training Deep Neural Networks: Framework, Model and Performance. - Kai Tian 001; Yi Xu 003; Jihong Guan; Shuigeng Zhou (AAAI, 2020)

Optimal Trade Execution Based on Deep Deterministic Policy Gradient. - Zekun Ye; Weijie Deng; Shuigeng Zhou; Yi Xu 003; Jihong Guan (DASFAA (1), 2020)

Text Recognition in Real Scenarios with a Few Labeled Samples. - Jinghuang Lin; Zhanzhan Cheng; Fan Bai 001; Yi Niu; Shiliang Pu; Shuigeng Zhou (ICPR, 2020)

Recognizing Multiple Text Sequences from an Image by Pure End-to-End Learning. - Zhenlong Xu; Shuigeng Zhou; Fan Bai 001; Zhanzhan Cheng; Yi Niu; Shiliang Pu (ICPR, 2020)

Learning Latent Semantic Attributes for Zero-Shot Object Detection. - Kang Wang; Lu Zhang 060; Yifan Tan; Jiajia Zhao; Shuigeng Zhou (ICTAI, 2020)

AURORA: Data-driven Construction of Visual Graph Query Interfaces for Graph Databases. - Sourav S. Bhowmick; Kai Huang 011; Huey-Eng Chua; Zifeng Yuan; Byron Choi; Shuigeng Zhou (SIGMOD Conference, 2020)

BOOMER: A Tool for Blending Visual P-Homomorphic Queries on Large Networks. - Yinglong Song; Huey-Eng Chua; Sourav S. Bhowmick; Byron Choi; Shuigeng Zhou (SIGMOD Conference, 2020)

Computationally identifying hot spots in protein-DNA binding interfaces using an ensemble approach. - Yuliang Pan; Shuigeng Zhou; Jihong Guan (BMC Bioinform., 2020)

Object-QA: Towards High Reliable Object Quality Assessment. - Jing Lu 004; Baorui Zou; Zhanzhan Cheng; Shiliang Pu; Shuigeng Zhou; Yi Niu; Fei Wu 001 (CoRR, 2020)

A Survey on Contact Tracing: the Latest Advancements and Challenges. - Ting Jiang; Yizheng Chen 003; Yang Zhang 042; Minhao Zhang; Chenhao Lu; Ji Zhang 001; Zhao Li 007; Jun Gao 003; Shuigeng Zhou (CoRR, 2020)

Effective and scalable causal partitioning based on low-order conditional independent tests. - Chuanxu Yan; Shuigeng Zhou (Neurocomputing, 2020)

Single-cell RNA-seq data clustering: A survey with performance comparison study. - Ruiyi Li; Jihong Guan; Shuigeng Zhou (J. Bioinform. Comput. Biol., 2020)

Introduction to the JBCB special issue on CBC 2019. - Shuigeng Zhou (J. Bioinform. Comput. Biol., 2020)

HNet-DNN: Inferring New Drug-Disease Associations with Deep Neural Network Based on Heterogeneous Network Features. - Hui Liu 026; Wenhao Zhang; Yinglong Song; Lei Deng 002; Shuigeng Zhou (J. Chem. Inf. Model., 2020)

Accurately Detecting Protein Complexes by Graph Embedding and Combining Functions with Interactions. - Heng Yao; Yunjia Shi; Jihong Guan; Shuigeng Zhou (IEEE ACM Trans. Comput. Biol. Bioinform., 2020)

ROAM: A Fundamental Routing Query on Road Networks with Efficiency. - Siqiang Luo; Reynold Cheng; Ben Kao; Xiaokui Xiao; Shuigeng Zhou; Jiafeng Hu (IEEE Trans. Knowl. Data Eng., 2020)

FERRARI: an efficient framework for visual exploratory subgraph search in graph databases. - Chaohui Wang; Miao Xie; Sourav S. Bhowmick; Byron Choi; Xiaokui Xiao; Shuigeng Zhou (VLDB J., 2020)

GIF Thumbnails: Attract More Clicks to Your Videos. - Yi Xu 003; Fan Bai 001; Yingxuan Shi; Qiuyu Chen; Longwen Gao; Kai Tian 001; Shuigeng Zhou; Huyang Sun (AAAI, 2021)

Testing Independence Between Linear Combinations for Causal Discovery. - Hao Zhang 079; Kun Zhang 001; Shuigeng Zhou; Jihong Guan; Ji Zhang 001 (AAAI, 2021)

FedMDR: Federated Model Distillation with Robust Aggregation. - Yuxi Mi; Yutong Mu; Shuigeng Zhou; Jihong Guan (APWeb/WAIM (2), 2021)

Boosting the Performance of Video Compression Artifact Reduction With Reference Frame Proposals and Frequency Domain Information. - Yi Xu 003; Minyi Zhao; Jing Liu 031; Xinjian Zhang; Longwen Gao; Shuigeng Zhou; Huyang Sun (CVPR Workshops, 2021)

Accurate Few-Shot Object Detection With Support-Query Mutual Guidance and Hybrid Loss. - Lu Zhang 060; Shuigeng Zhou; Jihong Guan; Ji Zhang 001 (CVPR, 2021)

Weakly-supervised Text Classification Based on Keyword Graph. - Lu Zhang 060; Jiandong Ding; Yi Xu 003; Yingyao Liu; Shuigeng Zhou (EMNLP (1), 2021)

ICDAR 2021 Competition on Scene Video Text Spotting. - Zhanzhan Cheng; Jing Lu 004; Baorui Zou; Shuigeng Zhou; Fei Wu 001 (ICDAR (4), 2021)

RBA-CenterNet: Feature Enhancement by Rotated Border Alignment for Oriented Object Detection. - Tianying Liu; Yang Wang 100; Siyun Hou; Wengen Li; Jihong Guan; Shuigeng Zhou; Rufu Qin (IJCNN, 2021)

Recursive Fusion and Deformable Spatiotemporal Attention for Video Compression Artifact Reduction. - Minyi Zhao; Yi Xu 003; Shuigeng Zhou (ACM Multimedia, 2021)

DP-SSL: Towards Robust Semi-supervised Learning with A Few Labeled Samples. - Yi Xu 003; Jiandong Ding; Lu Zhang 060; Shuigeng Zhou (NeurIPS, 2021)

MIDAS: Towards Efficient and Effective Maintenance of Canned Patterns in Visual Graph Query Interfaces. - Kai Huang 011; Huey-Eng Chua; Sourav S. Bhowmick; Byron Choi; Shuigeng Zhou (SIGMOD Conference, 2021)

FraGAT: a fragment-oriented multi-scale graph attention model for molecular property prediction. - Ziqiao Zhang; Jihong Guan; Shuigeng Zhou (Bioinform., 2021)

Boosting scRNA-seq data clustering by cluster-aware feature weighting. - Ruiyi Li; Jihong Guan; Shuigeng Zhou (BMC Bioinform., 2021)

NTIRE 2021 Challenge on Quality Enhancement of Compressed Video: Methods and Results. - Ren Yang; Radu Timofte; Jing Liu 031; Yi Xu 003; Xinjian Zhang; Minyi Zhao; Shuigeng Zhou; Kelvin C. K. Chan; Shangchen Zhou; Xiangyu Xu 002; Chen Change Loy; Xin Li 106; et al. (CoRR, 2021)

Federated Face Recognition. - Fan Bai 001; Jiaxiang Wu 001; Pengcheng Shen; Shaoxin Li 001; Shuigeng Zhou (CoRR, 2021)

A general framework for privacy-preserving of data publication based on randomized response techniques. - Chaobin Liu; Shixi Chen; Shuigeng Zhou; Jihong Guan; Yao Ma (Inf. Syst., 2021)

Combined cause inference: Definition, model and performance. - Hao Zhang 079; Chuanxu Yan; Shuigeng Zhou; Jihong Guan; Ji Zhang 001 (Inf. Sci., 2021)

Universal consistency of twin support vector machines. - Weixia Xu; Dingjiang Huang; Shuigeng Zhou (Int. J. Mach. Learn. Cybern., 2021)

D2CL: A Dense Dilated Convolutional LSTM Model for Sea Surface Temperature Prediction. - Siyun Hou; Wengen Li; Tianying Liu; Shuigeng Zhou; Jihong Guan; Rufu Qin; Zhenfeng Wang (IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2021)

FREE: A Fast and Robust End-to-End Video Text Spotter. - Zhanzhan Cheng; Jing Lu 004; Baorui Zou; Liang Qiao 001; Yunlu Xu; Shiliang Pu; Yi Niu; Fei Wu 001; Shuigeng Zhou (IEEE Trans. Image Process., 2021)

TARA-Net: A Fusion Network for Detecting Takeaway Rider Accidents. - Yifan He 005; Zhao Li 007; Lei Fu; Anhui Wang; Peng Zhang 001; Shuigeng Zhou; Ji Zhang 001; Ting Yu 004 (ACM Trans. Intell. Syst. Technol., 2021)

Label Propagation on K-Partite Graphs with Heterophily. - Dingxiong Deng; Fan Bai 001; Yiqi Tang; Shuigeng Zhou; Cyrus Shahabi; Linhong Zhu (IEEE Trans. Knowl. Data Eng., 2021)

A Chaotic Ant Colony Optimized Link Prediction Algorithm. - Zhiwei Cao; Yichao Zhang 001; Jihong Guan; Shuigeng Zhou; Guanghui Wen (IEEE Trans. Syst. Man Cybern. Syst., 2021)

Residual Similarity Based Conditional Independence Test and Its Application in Causal Discovery. - Hao Zhang 079; Shuigeng Zhou; Kun Zhang 001; Jihong Guan (AAAI, 2022)

Two-Stage Multimodality Fusion for High-Performance Text-Based Visual Question Answering. - Bingjia Li; Jie Wang; Minyi Zhao; Shuigeng Zhou (ACCV (4), 2022)

Fusing Geometric and Scene Information for Cross-View Geo-Localization. - Siyuan Guo; Tianying Liu; Wengen Li; Jihong Guan; Shuigeng Zhou (CIKM, 2022)

BidH: A Bidirectional Hierarchical Model for Nested Named Entity Recognition. - Wanyang Xu; Wengen Li; Jihong Guan; Shuigeng Zhou (CIKM, 2022)

Multi-Modal Learning with Text Merging for TEXTVQA. - Changsheng Xu; Zhenlong Xu; Yifan He 005; Shuigeng Zhou; Jihong Guan (ICASSP, 2022)

A Generative Adversarial Active Learning Method for Effective Outlier Detection. - Mohamed Jaward Bah; Ji Zhang 001; Ting Yu 004; Feng Xia 001; Zhao Li 007; Shuigeng Zhou; Hongzhi Wang 001 (ICTAI, 2022)

C3-STISR: Scene Text Image Super-resolution with Triple Clues. - Minyi Zhao; Miao Wang; Fan Bai 001; Bingjia Li; Jie Wang; Shuigeng Zhou (IJCAI, 2022)

DuetFace: Collaborative Privacy-Preserving Face Recognition via Channel Splitting in the Frequency Domain. - Yuxi Mi; Yuge Huang; Jiazhen Ji; Hongquan Liu; Xingkun Xu; Shouhong Ding; Shuigeng Zhou (ACM Multimedia, 2022)

Hierarchical Few-Shot Object Detection: Problem, Benchmark and Method. - Lu Zhang 060; Yang Wang 100; Jiaogen Zhou; Chenbo Zhang; Yinglu Zhang; Jihong Guan; Yatao Bian; Shuigeng Zhou (ACM Multimedia, 2022)

EPiDA: An Easy Plug-in Data Augmentation Framework for High Performance Text Classification. - Minyi Zhao; Lu Zhang 060; Yi Xu 003; Jiandong Ding; Jihong Guan; Shuigeng Zhou (NAACL-HLT, 2022)

Towards Video Text Visual Question Answering: Benchmark and Baseline. - Minyi Zhao; Bingjia Li; Jie Wang; Wanqing Li 007; Wenjing Zhou; Lan Zhang; Shijie Xuyang; Zhihang Yu; Xinkun Yu; Guangze Li; Aobotao Dai; Shuigeng Zhou (NeurIPS, 2022)

Robustly Recognizing Irregular Scene Text by Rectifying Principle Irregularities. - Changsheng Xu; Yang Wang 100; Fan Bai 001; Jihong Guan; Shuigeng Zhou (WACV, 2022)

Deep structural clustering for single-cell RNA-seq data jointly through autoencoder and graph neural network. - Yanglan Gan; Xingyu Huang; Guobing Zou; Shuigeng Zhou; Jihong Guan (Briefings Bioinform., 2022)

Effective drug-target interaction prediction with mutual interaction neural network. - Fei Li; Ziqiao Zhang; Jihong Guan; Shuigeng Zhou (Bioinform., 2022)

Identifying essential proteins from protein-protein interaction networks based on influence maximization. - Weixia Xu; Yunfeng Dong; Jihong Guan; Shuigeng Zhou (BMC Bioinform., 2022)

DrugOOD: Out-of-Distribution (OOD) Dataset Curator and Benchmark for AI-aided Drug Discovery - A Focus on Affinity Prediction Problems with Noise Annotations. - Yuanfeng Ji; Lu Zhang 060; Jiaxiang Wu 001; Bingzhe Wu; Long-Kai Huang; Tingyang Xu; Yu Rong 001; Lanqing Li; Jie Ren; Ding Xue; Houtim Lai; Shaoyong Xu; et al. (CoRR, 2022)

ARIBA: Towards Accurate and Robust Identification of Backdoor Attacks in Federated Learning. - Yuxi Mi; Jihong Guan; Shuigeng Zhou (CoRR, 2022)

Fairness Amidst Non-IID Graph Data: A Literature Review. - Wenbin Zhang 002; Jeremy C. Weiss; Shuigeng Zhou; Toby Walsh (CoRR, 2022)

An Empirical Study and Comparison of Recent Few-Shot Object Detection Algorithms. - Tianying Liu; Lu Zhang 060; Yang Wang 100; Jihong Guan; Yanwei Fu 001; Shuigeng Zhou (CoRR, 2022)

Can Pre-trained Models Really Learn Better Molecular Representations for AI-aided Drug Discovery? - Ziqiao Zhang; Yatao Bian; Ailin Xie; Pengju Han; Long-Kai Huang; Shuigeng Zhou (CoRR, 2022)

MIMO: A Unified Spatio-Temporal Model for Multi-Scale Sea Surface Temperature Prediction. - Siyun Hou; Wengen Li; Tianying Liu; Shuigeng Zhou; Jihong Guan; Rufu Qin; Zhenfeng Wang (Remote. Sens., 2022)

TiC2D: Trajectory Inference From Single-Cell RNA-Seq Data Using Consensus Clustering. - Yanglan Gan; Ning Li; Cheng Guo; Guobing Zou; Jihong Guan; Shuigeng Zhou (IEEE ACM Trans. Comput. Biol. Bioinform., 2022)

Effectively Clustering Single Cell RNA Sequencing Data by Sparse Representation. - Ruiyi Li; Zhiye Wang; Jihong Guan; Shuigeng Zhou (IEEE ACM Trans. Comput. Biol. Bioinform., 2022)

The Complexities of Random-Turn Hex, Square, and Triangle Games. - Yi Yang 029; Shuigeng Zhou; Jihong Guan; Chuansheng Shen (IEEE Trans. Games, 2022)

Link Weight Prediction Using Weight Perturbation and Latent Factor. - Zhiwei Cao; Yichao Zhang 001; Jihong Guan; Shuigeng Zhou; Guanrong Chen (IEEE Trans. Cybern., 2022)

Learning Causal Structures Based on Divide and Conquer. - Hao Zhang 079; Shuigeng Zhou; Chuanxu Yan; Jihong Guan; Xin Wang 004; Ji Zhang 001; Jun Huan (IEEE Trans. Cybern., 2022)

Privacy and efficiency guaranteed social subgraph matching. - Kai Huang 011; Haibo Hu 001; Shuigeng Zhou; Jihong Guan; Qingqing Ye 001; Xiaofang Zhou 001 (VLDB J., 2022)

A Survey on Contact Tracing: The Latest Advancements and Challenges. - Ting Jiang; Yang Zhang 042; Minhao Zhang; Ting Yu 004; Yizheng Chen 003; Chenhao Lu; Ji Zhang 001; Zhao Li 007; Jun Gao 003; Shuigeng Zhou (ACM Trans. Spatial Algorithms Syst., 2022)

Differentially Private Nonlinear Causal Discovery from Numerical Data. - Hao Zhang 079; Yewei Xia; Yixin Ren; Jihong Guan; Shuigeng Zhou (AAAI, 2023)

DrugOOD: Out-of-Distribution Dataset Curator and Benchmark for AI-Aided Drug Discovery - a Focus on Affinity Prediction Problems with Noise Annotations. - Yuanfeng Ji; Lu Zhang 060; Jiaxiang Wu 001; Bingzhe Wu; Lanqing Li; Long-Kai Huang; Tingyang Xu; Yu Rong 001; Jie Ren; Ding Xue; Houtim Lai; Wei Liu 005; et al. (AAAI, 2023)

Multi-Level Wavelet Mapping Correlation for Statistical Dependence Measurement: Methodology and Performance. - Yixin Ren; Hao Zhang 079; Yewei Xia; Jihong Guan; Shuigeng Zhou (AAAI, 2023)

Identifying Backdoor Attacks in Federated Learning via Anomaly Detection. - Yuxi Mi; Yiheng Sun; Jihong Guan; Shuigeng Zhou (APWeb/WAIM (3), 2023)

GEP-DL4Mol: A Novel Molecular Deep-learning Model Optimization Framework for Boosting Molecular Properties Prediction*. - Yuzhong Peng; Hao Zhang 079; Ziqiao Zhang; Yanmei Lin; Shuigeng Zhou; Shaojie Qiao (BIBM, 2023)

Incremental Graph Classification by Class Prototype Construction and Augmentation. - Yixin Ren; Li Ke; Dong Li; Hui Xue 001; Zhao Li 007; Shuigeng Zhou (CIKM, 2023)

GIPA: A General Information Propagation Algorithm for Graph Learning. - Houyi Li; Zhihong Chen; Zhao Li 007; Qinkai Zheng; Peng Zhang 001; Shuigeng Zhou (DASFAA (4), 2023)

Privacy-Preserving Face Recognition Using Random Frequency Components. - Yuxi Mi; Yuge Huang; Jiazhen Ji; Minyi Zhao; Jiaxiang Wu 001; Xingkun Xu; Shouhong Ding; Shuigeng Zhou (ICCV, 2023)

Meta-ZSDETR: Zero-shot DETR with Meta-learning. - Lu Zhang 060; Chenbo Zhang; Jiajia Zhao; Jihong Guan; Shuigeng Zhou (ICCV, 2023)

Causal Discovery by Continuous Optimization with Conditional Independence Constraint: Methodology and Performance. - Yewei Xia; Hao Zhang 079; Yixin Ren; Jihong Guan; Shuigeng Zhou (ICDM, 2023)

DR-Net: A Multi-View Face Synthesis Network Driven by Dual Representation. - Xianliang Huang; Yining Lang; Ying Guo; Yuan He 011; Hui Xue 001; Li Zhao; Shuigeng Zhou (ICME, 2023)

Anime Character Identification and Tag Prediction by Multimodality Modeling: Dataset and Model. - Fan Yi; Jiaxiang Wu 001; Minyi Zhao; Shuigeng Zhou (IJCNN, 2023)

Boosting Aspect Sentiment Quad Prediction by Data Augmentation and Self-Training. - Yongxin Yu; Minyi Zhao; Shuigeng Zhou (IJCNN, 2023)

IDDR-NGP: Incorporating Detectors for Distractors Removal with Instant Neural Radiance Field. - Xianliang Huang; Jiajie Gou; Shuhang Chen; Zhizhou Zhong; Jihong Guan; Shuigeng Zhou (ACM Multimedia, 2023)

Zero-Shot Object Detection by Semantics-Aware DETR with Adaptive Contrastive Loss. - Huan Liu; Lu Zhang 060; Jihong Guan; Shuigeng Zhou (ACM Multimedia, 2023)

STIRER: A Unified Model for Low-Resolution Scene Text Image Recovery and Recognition. - Minyi Zhao; Shijie Xuyang; Jihong Guan; Shuigeng Zhou (ACM Multimedia, 2023)

Keyword-Based Diverse Image Retrieval by Semantics-aware Contrastive Learning and Transformer. - Minyi Zhao; Jinpeng Wang 002; Dongliang Liao; Yiru Wang; Huanzhong Duan; Shuigeng Zhou (SIGIR, 2023)

Activity Cliff Prediction: Dataset and Benchmark. - Ziqiao Zhang; Bangyi Zhao; Ailin Xie; Yatao Bian; Shuigeng Zhou (CoRR, 2023)

Flexible Differentially Private Vertical Federated Learning with Adaptive Feature Embeddings. - Yuxi Mi; Hongquan Liu; Yewei Xia; Yiheng Sun; Jihong Guan; Shuigeng Zhou (CoRR, 2023)

Privacy-Preserving Face Recognition Using Random Frequency Components. - Yuxi Mi; Yuge Huang; Jiazhen Ji; Minyi Zhao; Jiaxiang Wu 002; Xingkun Xu; Shouhong Ding; Shuigeng Zhou (CoRR, 2023)

scRNA-seq Data Clustering by Cluster-aware Iterative Contrastive Learning. - Weikang Jiang; Jinxian Wang; Jihong Guan; Shuigeng Zhou (CoRR, 2023)

Molecular Property Prediction Based on Graph Structure Learning. - Bangyi Zhao; Weixia Xu; Jihong Guan; Shuigeng Zhou (CoRR, 2023)

HPC-Atlas: Computationally Constructing a Comprehensive Atlas of Human Protein Complexes. - Yuliang Pan; Ruiyi Li; Wengen Li; Liuzhenghao Lv; Jihong Guan; Shuigeng Zhou (Genom. Proteom. Bioinform., 2023)

Causal Gene Identification Using Non-Linear Regression-Based Independence Tests. - Hao Zhang 079; Chuanxu Yan; Yewei Xia; Jihong Guan; Shuigeng Zhou (IEEE ACM Trans. Comput. Biol. Bioinform., 2023)

Conditional Independence Test Based on Residual Similarity. - Hao Zhang 079; Yewei Xia; Kun Zhang 001; Shuigeng Zhou; Jihong Guan (ACM Trans. Knowl. Discov. Data, 2023)

Molecular property prediction by contrastive learning with attention-guided positive sample selection. - Jinxian Wang; Jihong Guan; Shuigeng Zhou (Bioinform., 2023)

Towards Cross-Lingual Multi-Modal Misinformation Detection for E-Commerce Management. - Yifan He 005; Zhao Li 007; Zhenpeng Li; Shuigeng Zhou; Ting Yu 004; Ji Zhang 001 (IEEE Trans. Netw. Serv. Manag., 2023)

PCGAN: a generative approach for protein complex identification from protein interaction networks. - Yuliang Pan; Yang Wang 100; Jihong Guan; Shuigeng Zhou (Bioinform., 2023)

Molecular property prediction by semantic-invariant contrastive learning. - Ziqiao Zhang; Ailin Xie; Jihong Guan; Shuigeng Zhou (Bioinform., 2023)

Recent Few-shot Object Detection Algorithms: A Survey with Performance Comparison. - Tianying Liu; Lu Zhang 060; Yang Wang 100; Jihong Guan; Yanwei Fu 001; Jiajia Zhao; Shuigeng Zhou (ACM Trans. Intell. Syst. Technol., 2023)

HiGRN: A Hierarchical Graph Recurrent Network for Global Sea Surface Temperature Prediction. - Hanchen Yang; Wengen Li; Siyun Hou; Jihong Guan; Shuigeng Zhou (ACM Trans. Intell. Syst. Technol., 2023)

Self-supervised learning with chemistry-aware fragmentation for effective molecular property prediction. - Ailin Xie; Ziqiao Zhang; Jihong Guan; Shuigeng Zhou (Briefings Bioinform., 2023)

Latent feature reconstruction for unsupervised anomaly detection. - Jinghuang Lin; Yifan He 005; Weixia Xu; Jihong Guan; Ji Zhang 001; Shuigeng Zhou (Appl. Intell., 2023)

Weakly Supervised Few-Shot Object Detection with DETR. - Chenbo Zhang; Yinglu Zhang; Lu Zhang 060; Jiajia Zhao; Jihong Guan; Shuigeng Zhou (AAAI, 2024)

Hi-NeRF: Hybridizing 2D Inpainting with Neural Radiance Fields for 3D Scene Inpainting. - Xianliang Huang; Shuhang Chen; Zhizhou Zhong; Jiajie Gou; Jihong Guan; Shuigeng Zhou (ACCV (10), 2024)

Learning Adaptive Kernels for Statistical Independence Tests. - Yixin Ren; Yewei Xia; Hao Zhang 079; Jihong Guan; Shuigeng Zhou (AISTATS, 2024)

CIRCLE: scRNA-seq Data Clustering by Cluster-aware Iterative Contrastive Learning. - Jinxian Wang; Weikang Jiang; Jihong Guan; Shuigeng Zhou (BIBM, 2024)

Second Edition FRCSyn Challenge at CVPR 2024: Face Recognition Challenge in the Era of Synthetic Data. - Ivan DeAndres-Tame; Ruben Tolosana; Pietro Melzi; Rubén Vera-Rodríguez; Minchul Kim; Christian Rathgeb; Xiaoming Liu 002; Aythami Morales; Julian Fiérrez; Javier Ortega-Garcia; Zhizhou Zhong; Yuge Huang; et al. (CVPR Workshops, 2024)

Privacy-Preserving Face Recognition Using Trainable Feature Subtraction. - Yuxi Mi; Zhizhou Zhong; Yuge Huang; Jiazhen Ji; Jianqing Xu; Jun Wang; Shaoming Wang; Shouhong Ding; Shuigeng Zhou (CVPR, 2024)

Multivariate Time Series Forecasting with Causal-Temporal Attention Network. - Wenbo Liu; Yifan He 005; Jihong Guan; Shuigeng Zhou (ICASSP, 2024)

Tail Classes Matter: Long-Tailed Object Detection Revisited. - Yinglu Zhang; Chenbo Zhang; Lu Zhang 060; Tianying Liu; Jihong Guan; Xinkai Liang; Jiajia Zhao; Shuigeng Zhou (ICASSP, 2024)

Weakly-Supervised Graph Classification with Even a Single Key Subgraph Per Class. - Lu Zhang 060; Chenbo Zhang; Jihong Guan; Shuigeng Zhou (ICDM, 2024)

Efficiently Learning Significant Fourier Feature Pairs for Statistical Independence Testing. - Yixin Ren; Yewei Xia; Hao Zhang 079; Jihong Guan; Shuigeng Zhou (NeurIPS, 2024)

One Model for Two Tasks: Cooperatively Recognizing and Recovering Low-Resolution Scene Text Images by Iterative Mutual Guidance. - Minyi Zhao; Yang Wang 100; Jihong Guan; Shuigeng Zhou (CoRR, 2024)

Effectively Enhancing Vision Language Large Models by Prompt Augmentation and Caption Utilization. - Minyi Zhao; Jie Wang; Zhaoyang Li; Jiyuan Zhang; Zhenbang Sun; Shuigeng Zhou (CoRR, 2024)

Generative Regression Based Watch Time Prediction for Video Recommendation: Model and Performance. - Hongxu Ma; Kai Tian 001; Tao Zhang; Xuefeng Zhang; Chunjie Chen 005; Han Li; Jihong Guan; Shuigeng Zhou (CoRR, 2024)

Can Pretrained Models Really Learn Better Molecular Representations for AI-Aided Drug Discovery? - Ziqiao Zhang; Yatao Bian; Ailin Xie; Pengju Han; Shuigeng Zhou (J. Chem. Inf. Model., 2024)

Weakly Correlated Multimodal Sentiment Analysis: New Dataset and Topic-Oriented Model. - Wuchao Liu; Wengen Li; Yu-Ping Ruan; Yulou Shu; Juntao Chen; Yina Li; Caili Yu; Yichao Zhang 001; Jihong Guan; Shuigeng Zhou (IEEE Trans. Affect. Comput., 2024)

Diffusing on Two Levels and Optimizing for Multiple Properties: A Novel Approach to Generating Molecules With Desirable Properties. - Siyuan Guo; Jihong Guan; Shuigeng Zhou (IEEE ACM Trans. Comput. Biol. Bioinform., 2024)

Hybrid Causal Feature Selection for Cancer Biomarker Identification From RNA-Seq Data. - Wenwei Xu; Hao Zhang 079; Yewei Xia; Yixin Ren; Jihong Guan; Shuigeng Zhou (IEEE ACM Trans. Comput. Biol. Bioinform., 2024)

Self-Supervised Spatiotemporal Imputation Model for Highly Sparse Chl-a Data via Fusing Multisource Satellite Data. - Shuyu Wang; Wengen Li; Jihong Guan; Xiwei Liu; Yichao Zhang 001; Shuigeng Zhou (IEEE Trans. Geosci. Remote. Sens., 2024)

UniOcean: A Unified Framework for Predicting Multiple Ocean Factors of Varying Temporal Scales. - Hanchen Yang; Yuwei Chen; Jiannong Cao 001; Wengen Li; Yu Yang 012; Shuyu Wang; Jihong Guan; Rufu Qin; Shuigeng Zhou (IEEE Trans. Geosci. Remote. Sens., 2024)

Incremental Maximal Clique Enumeration for Hybrid Edge Changes in Large Dynamic Graphs. - Ting Yu 004; Ting Jiang; Mohamed Jaward Bah; Chen Zhao; Hao Huang 001; Mengchi Liu; Shuigeng Zhou; Zhao Li 007; Ji Zhang 001 (IEEE Trans. Knowl. Data Eng., 2024)

Variate Associated Domain Adaptation for Unsupervised Multivariate Time Series Anomaly Detection. - Yifan He 005; Yatao Bian; Xi Ding; Bingzhe Wu; Jihong Guan; Ji Zhang 001; Shuigeng Zhou (ACM Trans. Knowl. Discov. Data, 2024)

Towards Effective Causal Partitioning by Edge Cutting of Adjoint Graph. - Hao Zhang 079; Yixin Ren; Yewei Xia; Shuigeng Zhou; Jihong Guan (IEEE Trans. Pattern Anal. Mach. Intell., 2024)

SlerpFace: Face Template Protection via Spherical Linear Interpolation. - Zhizhou Zhong; Yuxi Mi; Yuge Huang; Jianqing Xu; Guodong Mu; Shouhong Ding; Jingyun Zhang; Rizen Guo; Yunsheng Wu; Shuigeng Zhou (AAAI, 2025)

Multi-matrix Factorization Attention. - Jingcheng Hu; Houyi Li; Yinmin Zhang; Zili Wang; Shuigeng Zhou; Xiangyu Zhang 005; Heung-Yeung Shum (ACL (Findings), 2025)

A Focused Human Body Model for Accurate Anthropometric Measurements Extraction. - Shuhang Chen; Xianliang Huang; Zhizhou Zhong; Juhong Guan; Shuigeng Zhou (CVPR, 2025)

Effective Cloud Removal for Remote Sensing Images by an Improved Mean-Reverting Denoising Model with Elucidated Design Space. - Yi Liu; Wengen Li; Jihong Guan; Shuigeng Zhou; Yichao Zhang 001 (CVPR, 2025)

Data Synthesis with Diverse Styles for Face Recognition via 3DMM-Guided Diffusion. - Yuxi Mi; Zhizhou Zhong; Yuge Huang; Qiuyang Yuan; Xuan Zhao; Jianqing Xu; Shouhong Ding; Shaoming Wang; Rizen Guo; Shuigeng Zhou (CVPR, 2025)

Exploring Inter-Variate and Long-Term Dependencies to Boost Multivariate Time Series Forecasting. - Xi Ding; Yifan He 005; Shuigeng Zhou; Guiyang Liu; Qi Zhou 001 (ICASSP, 2025)

A New Model for Prototype-based Continual Learning in Hyperspherical Space. - Yixin Ren; Yewei Xia; Li Ke; Longtao Huang; Hui Xue 001; Shuigeng Zhou (ICASSP, 2025)

CausalFormer: An Interpretable Transformer for Temporal Causal Discovery (Extended Abstract). - Lingbai Kong; Wengen Li; Hanchen Yang; Yichao Zhang 001; Jihong Guan; Shuigeng Zhou (ICDE, 2025)

UIFace: Unleashing Inherent Model Capabilities to Enhance Intra-Class Diversity in Synthetic Face Recognition. - Xiao Lin; Yuge Huang; Jianqing Xu; Yuxi Mi; Shuigeng Zhou; Shouhong Ding (ICLR, 2025)

Fast Causal Discovery by Approximate Kernel-based Generalized Score Functions with Linear Computational Complexity. - Yixin Ren; Haocheng Zhang; Yewei Xia; Hao Zhang 079; Jihong Guan; Shuigeng Zhou (KDD (1), 2025)

Regression-based conditional independence test with adaptive kernels. - Yixin Ren; Juncai Zhang; Yewei Xia; Ruxin Wang 001; Feng Xie 002; Jihong Guan; Hao Zhang 079; Shuigeng Zhou (Artif. Intell., 2025)

Cross-trajectory spatiotemporal fusion for user identity linkage. - Yue Yang; Yichao Zhang 001; Jihong Guan; Shuigeng Zhou; Wengen Li (Neurocomputing, 2025)

HiREN: Towards higher supervision quality for better scene text image super-resolution. - Minyi Zhao; Yi Xu 003; Bingjia Li; Jie Wang; Jihong Guan; Shuigeng Zhou (Neurocomputing, 2025)

Second FRCSyn-onGoing: Winning solutions and post-challenge analysis to improve face recognition with synthetic data. - Ivan DeAndres-Tame; Ruben Tolosana; Pietro Melzi; Rubén Vera-Rodríguez; Minchul Kim; Christian Rathgeb; Xiaoming Liu 002; Luis Felipe Gomez-Gomez; Aythami Morales; Julian Fierrez; Javier Ortega-Garcia; Zhizhou Zhong; et al. (Inf. Fusion, 2025)

M3-20M: A large-scale multi-modal molecule dataset for AI-driven drug design and discovery. - Siyuan Guo; Lexuan Wang; Chang Jin; Jinxian Wang; Han Peng; Huayang Shi; Wengen Li; Jihong Guan; Shuigeng Zhou (J. Bioinform. Comput. Biol., 2025)

Effective and Explainable Molecular Property Prediction by Chain-of-Thought Enabled Large Language Models and Multi-Modal Molecular Information Fusion. - Chang Jin; Siyuan Guo; Shuigeng Zhou; Jihong Guan (J. Chem. Inf. Model., 2025)

Boosting semi-supervised federated learning by effectively exploiting server-side knowledge and client-side unconfident samples. - Hongquan Liu; Yuxi Mi; Yateng Tang; Jihong Guan; Shuigeng Zhou (Neural Networks, 2025)

LogBase: A Large-Scale Benchmark for Semantic Log Parsing. - Chenbo Zhang; Wenying Xu; Jinbu Liu; Lu Zhang 060; Guiyang Liu; Jihong Guan; Qi Zhou 001; Shuigeng Zhou (Proc. ACM Softw. Eng., 2025)

Semantic Prototyping With CLIP for Few-Shot Object Detection in Remote Sensing Images. - Tianying Liu; Shuigeng Zhou; Wengen Li; Yichao Zhang 001; Jihong Guan (IEEE Trans. Geosci. Remote. Sens., 2025)

LLM4HRS: LLM-Based Spatiotemporal Imputation Model for Highly Sparse Remote Sensing Data. - Shuyu Wang; Wengen Li; Hanchen Yang; Jihong Guan; Xiwei Liu; Yichao Zhang 001; Rufu Qin; Shuigeng Zhou (IEEE Trans. Geosci. Remote. Sens., 2025)

Limitation of Time Promotes Cooperation in Structured Collaboration Systems. - Yichao Zhang 001; Jiasheng Wang; Guanghui Wen; Jihong Guan; Shuigeng Zhou; Guanrong Chen; Krishnendu Chatterjee; Matjaz Perc (IEEE Trans. Netw. Sci. Eng., 2025)

Predicting Participation Shift of Users at the Next Stage in Social Networks. - Yichao Zhang 001; Zejian Wang; Huangxin Zhuang; Lei Song; Guanghui Wen; Jihong Guan; Shuigeng Zhou (IEEE Trans. Netw. Sci. Eng., 2025)

SH_Traffic. - Lingbai Kong; Hanchen Yang; Wengen Li; Yichao Zhang 001; Jihong Guan; Shuigeng Zhou (IEEE DataPort, 2025)

CausalFormer: An Interpretable Transformer for Temporal Causal Discovery. - Lingbai Kong; Wengen Li; Hanchen Yang; Yichao Zhang 001; Jihong Guan; Shuigeng Zhou (IEEE Trans. Knowl. Data Eng., 2025)

Predictable Scale: Part I - Optimal Hyperparameter Scaling Law in Large Language Model Pretraining. - Houyi Li; Wenzhen Zheng; Jingcheng Hu; Qiufeng Wang; Hanshan Zhang; Zili Wang; Shijie Xuyang; Yuantao Fan; Shuigeng Zhou; Xiangyu Zhang 005; Daxin Jiang (CoRR, 2025)

Traffexplainer: A Framework Toward GNN-Based Interpretable Traffic Prediction. - Lingbai Kong; Hanchen Yang; Wengen Li; Yichao Zhang 001; Jihong Guan; Shuigeng Zhou (IEEE Trans. Artif. Intell., 2025)

MVST: A Multi-View Spatial-Temporal Model for Fine-Grained Crime Prediction. - Chang Wei; Wengen Li; Yichao Zhang 001; Jihong Guan; Shuigeng Zhou (ACM Trans. Intell. Syst. Technol., 2025)

Adversarial Conservative Alternating Q-Learning for Credit Card Debt Collection. - Wenhui Liu; Jiapeng Zhu 002; Lyu Ni; Jingyu Bi; Zhijian Wu; Jiajie Long; Mengyao Gao; Dingjiang Huang; Shuigeng Zhou (IEEE Trans. Knowl. Data Eng., 2025)

Is Compression Really Linear with Code Intelligence? - Xianzhen Luo; Shijie Xuyang; Tianhao Cheng; Zheng Chu; Houyi Li; Ziqi Wang; Siming Huang; Qingfu Zhu; Qiufeng Wang; Xiangyu Zhang 005; Shuigeng Zhou; Wanxiang Che (CoRR, 2025)

Imagination-Limited Q-Learning for Offline Reinforcement Learning. - Wenhui Liu; Zhijian Wu; Jingchao Wang; Dingjiang Huang; Shuigeng Zhou (CoRR, 2025)

Score-based Generative Modeling for Conditional Independence Testing. - Yixin Ren; Chenghou Jin; Yewei Xia; Li Ke; Longtao Huang; Hui Xue 001; Hao Zhang 079; Jihong Guan; Shuigeng Zhou (CoRR, 2025)

Farseer: A Refined Scaling Law in Large Language Models. - Houyi Li; Wenzhen Zheng; Qiufeng Wang; Zhenyu Ding; Haoying Wang; Zili Wang; Shijie Xuyang; Ning Ding; Shuigeng Zhou; Xiangyu Zhang 005; Daxin Jiang (CoRR, 2025)

Can Mixture-of-Experts Surpass Dense LLMs Under Strictly Equal Resources? - Houyi Li; Ka Man Lo; Ziqi Wang; Zili Wang; Wenzhen Zheng; Shuigeng Zhou; Xiangyu Zhang 005; Daxin Jiang (CoRR, 2025)

Fine-Grained Zero-Shot Object Detection. - Hongxu Ma; Chenbo Zhang; Lu Zhang 060; Jiaogen Zhou; Jihong Guan; Shuigeng Zhou (CoRR, 2025)

OKG-LLM: Aligning Ocean Knowledge Graph with Observation Data via LLMs for Global Sea Surface Temperature Prediction. - Hanchen Yang; Jiaqi Wang; Jiannong Cao 001; Wengen Li; Jialun Zheng; Yangning Li; Chunyu Miao; Jihong Guan; Shuigeng Zhou; Philip S. Yu (CoRR, 2025)

Unsupervised Multivariate Time Series Anomaly Detection by Feature Decoupling in Federated Learning Scenarios. - Yifan He 005; Xi Ding; Yateng Tang; Jihong Guan; Shuigeng Zhou (IEEE Trans. Artif. Intell., 2025)

Cross-Region Graph Convolutional Network with Periodicity Shift Adaptation for Wide-Area SST Prediction. - Han Peng; Wengen Li; Chang Jin; Yichao Zhang 001; Jihong Guan; Hanchen Yang; Shuigeng Zhou (ACM Trans. Intell. Syst. Technol., 2025)

Raker: A Relation-Aware Knowledge Reasoning Model for Inductive Relation Prediction. - Jiaqi Wang; Wengen Li; Yulou Shu; Jihong Guan; Yichao Zhang 001; Shuigeng Zhou (ACM Trans. Knowl. Discov. Data, 2025)

Spatial-Temporal Data Mining for Ocean Science: Data, Methodologies and Opportunities. - Hanchen Yang; Jiannong Cao 001; Wengen Li; Shuyu Wang; Hui Li; Jihong Guan; Shuigeng Zhou (ACM Trans. Knowl. Discov. Data, 2025)