Optimal Anytime Constrained Simulated Annealing for Constrained Global Optimization. - Benjamin W. Wah; Yi-Xin Chen 001 (CP, 2000)

Constrained genetic algorithms and their applications in nonlinear constrained optimization. - Benjamin W. Wah; Yi-Xin Chen 001 (ICTAI, 2000)

Hybrid constrained simulated annealing and genetic algorithms for nonlinear constrained optimization. - Benjamin W. Wah; Yixin Chen 001 (CEC, 2001)

Online Analytical Processing Stream Data: Is It Feasible? - Yixin Chen 001; Guozhu Dong; Jiawei Han 001; Jian Pei 001; Benjamin W. Wah; Jianyong Wang 001 (DMKD, 2002)

Calculus of Variations in Discrete Space for Constrained Nonlinear Dynamic Optimization. - Yixin Chen 001; Benjamin W. Wah (ICTAI, 2002)

Multi-Dimensional Regression Analysis of Time-Series Data Streams. - Yixin Chen 001; Guozhu Dong; Jiawei Han 001; Benjamin W. Wah; Jianyong Wang 001 (VLDB, 2002)

Automated Planning and Scheduling using Calculus of Variations in Discrete Space. - Yixin Chen 001; Benjamin W. Wah (ICAPS, 2003)

Partitioning of Temporal Planning Problems in Mixed Space Using the Theory of Extended Saddle Points. - Benjamin W. Wah; Yixin Chen 001 (ICTAI, 2003)

Step-by-Step Regression: A More Efficient Alternative for Polynomial Multiple Linear Regression in Stream Cube. - Chao Liu 001; Ming Zhang 004; Minrui Zheng; Yixin Chen 001 (PAKDD, 2003)

Hybrid Evolutionary And Annealing Algorithms For Nonlinear Discrete Constrained Optimization. - Benjamin W. Wah; Yixin Chen 001 (Int. J. Comput. Intell. Appl., 2003)

A4C: an adaptive artificial ants clustering algorithm. - Xiao-hua Xu 001; Ling Chen 005; Yixin Chen 001 (CIBCB, 2004)

A Novel Ant Clustering Algorithm Based on Cellular Automata. - Ling Chen 005; Xiao-hua Xu 001; Yixin Chen 001; Ping He 001 (IAT, 2004)

Efficient Parallel Algorithms for Euclidean Distance Transform. - Ling Chen 005; Yi Pan 001; Yixin Chen 001; Xiao-hua Xu 001 (Comput. J., 2004)

Subgoal Partitioning and Global Search for Solving Temporal Planning Problems in Mixed Space. - Benjamin W. Wah; Yixin Chen 001 (Int. J. Artif. Intell. Tools, 2004)

A Fast Efficient Parallel Hough Transform Algorithm on LARPBS. - Ling Chen 005; Hongjian Chen; Yi Pan 001; Yixin Chen 001 (J. Supercomput., 2004)

Solving Large-Scale Nonlinear Programming Problems by Constraint Partitioning. - Benjamin W. Wah; Yixin Chen 001 (CP, 2005)

An Ant Clustering Method for a Dynamic Database. - Ling Chen 005; Li Tu; Yixin Chen 001 (ICMLC, 2005)

Subgoal Ordering and Granularity Control for Incremental Planning. - Chih-Wei Hsu; Yixin Chen 001 (ICTAI, 2005)

Stream Cube: An Architecture for Multi-Dimensional Analysis of Data Streams. - Jiawei Han 001; Yixin Chen 001; Guozhu Dong; Jian Pei 001; Benjamin W. Wah; Jianyong Wang 001; Y. Dora Cai (Distributed Parallel Databases, 2005)

Solving Nonlinear Constrained Optimization Problems Through Constraint Partitioning - Yixin Chen 001 (2005)

Partitioned optimization algorithms for multiple sequence alignment. - Yixin Chen 001; Yi Pan 001; Juan Chen; Wei Liu 010; Ling Chen 005 (AINA (2), 2006)

Optimal STRIPS Planning by Maximum Satisfiability and Accumulative Learning. - Zhao Xing; Yixin Chen 001; Weixiong Zhang (ICAPS, 2006)

An Efficient Hybrid Strategy for Temporal Planning. - Zhao Xing; Yixin Chen 001; Weixiong Zhang (CPAIOR, 2006)

Parallel ant colony algorithm for mining classification rules. - Yixin Chen 001; Ling Chen 005; Li Tu (GrC, 2006)

An improved ant colony algorithm with biological characteristics. - Ling Qin; Yixin Chen 001; Ling Chen 005; Yan Wu (GrC, 2006)

Multiple Sequence Alignment by Ant Colony Optimization and Divide-and-Conquer. - Yixin Chen 001; Yi Pan 001; Juan Chen; Wei Liu 010; Ling Chen 005 (International Conference on Computational Science (2), 2006)

Constrained Global Optimization by Constraint Partitioning and Simulated Annealing. - Benjamin W. Wah; Yixin Chen 001; Andrew Wan (ICTAI, 2006)

A Fast Parallel Longest Common Subsequence Algorithm Based on Pruning Rules. - Wei Liu 010; Yixin Chen 001; Ling Chen 005; Ling Qin (IMSCCS (1), 2006)

Diversity Guaranteed Ant Colony Algorithm Based on Immune Strategy. - Ling Qin; Yixin Chen 001; Jianli Luo; Ling Chen 005; Jing Guo (IMSCCS (2), 2006)

A New Way of Solving Multiple Constrained QoS Multi-routing Problems. - Ling Qin; Yixin Chen 001; Jianli Luo; Jing Guo; Ling Chen 005 (IMSCCS (1), 2006)

Solving Constrained Nonlinear Optimization Problems Through Constraint Partitioning. - Yixin Chen 001 (AI&M, 2006)

A New Optimization Algorithm Based on Ant Colony System with Density Control Strategy. - Ling Qin; Yixin Chen 001; Ling Chen 005; Yuan Yao (ISNN (1), 2006)

Constraint partitioning in penalty formulations for solving temporal planning problems. - Benjamin W. Wah; Yixin Chen 001 (Artif. Intell., 2006)

A fast parallel algorithm for finding the longest common sequence of multiple biosequences. - Yixin Chen 001; Andrew Wan; Wei Liu 010 (BMC Bioinform., 2006)

A novel approach to phylogenetic tree construction using stochastic optimization and clustering. - Ling Qin; Yixin Chen 001; Yi Pan 001; Ling Chen 005 (BMC Bioinform., 2006)

An improved ant colony algorithm with diversified solutions based on the immune strategy. - Ling Qin; Yi Pan 001; Ling Chen 005; Yixin Chen 001 (BMC Bioinform., 2006)

Temporal Planning using Subgoal Partitioning and Resolution in SGPlan. - Yixin Chen 001; Benjamin W. Wah; Chih-Wei Hsu (J. Artif. Intell. Res., 2006)

Regression Cubes with Lossless Compression and Aggregation. - Yixin Chen 001; Guozhu Dong; Jiawei Han 001; Jian Pei 001; Benjamin W. Wah; Jianyong Wang 001 (IEEE Trans. Knowl. Data Eng., 2006)

PHC: A Rapid Parallel Hierarchical Cubing Algorithm on High Dimensional OLAP. - Kongfa Hu; Ling Chen 005; Yixin Chen 001 (ICA3PP, 2007)

Long-Distance Mutual Exclusion for Propositional Planning. - Yixin Chen 001; Zhao Xing; Weixiong Zhang (IJCAI, 2007)

Constraint Partitioning for Solving Planning Problems with Trajectory Constraints and Goal Preferences. - Chih-Wei Hsu; Benjamin W. Wah; Ruoyun Huang; Yixin Chen 001 (IJCAI, 2007)

Density-based clustering for real-time stream data. - Yixin Chen 001; Li Tu (KDD, 2007)

Subgoal Ordering and Granularity Control for Incremental Planning. - Chih-Wei Hsu; Yixin Chen 001; Benjamin W. Wah (Int. J. Artif. Intell. Tools, 2007)

Simulated annealing with asymptotic convergence for nonlinear constrained optimization. - Benjamin W. Wah; Yixin Chen 001; Tao Wang 042 (J. Glob. Optim., 2007)

Multi-Dimensional Analysis of Data Streams Using Stream Cubes. - Jiawei Han 001; Yandong Cai; Yixin Chen 001; Guozhu Dong; Jian Pei 001; Benjamin W. Wah; Jianyong Wang 001 (Data Streams - Models and Algorithms, 2007)

CRF-OPT: An Efficient High-Quality Conditional Random Field Solver. - Minmin Chen; Yixin Chen 001; Michael R. Brent (AAAI, 2008)

Fast Planning by Search in Domain Transition Graph. - Yixin Chen 001; Ruoyun Huang; Weixiong Zhang (AAAI, 2008)

Convergence of Ant Colony Optimization on First-order Deceptive Systems. - Yixin Chen 001; Haiying Sun (GrC, 2008)

Dominance of Bayesian Networks and Efficient Learning of Generalized Latent Class Models. - Yixin Chen 001; Dong Hua; Fang Liu 025 (ICTAI (1), 2008)

Fast Sensor Placement Algorithms for Fusion-Based Target Detection. - Zhaohui Yuan; Rui Tan 001; Guoliang Xing; Chenyang Lu 001; Yixin Chen 001; Jianping Wang 001 (RTSS, 2008)

An Optimal Temporally Expressive Planner: Initial Results and Application to P2P Network Optimization. - Ruoyun Huang; Yixin Chen 001; Weixiong Zhang (ICAPS, 2009)

Improving Clinical Relevance in Ensemble Support Vector Machine Models of Radiation Pneumonitis Risk. - Todd W. Schiller; Yixin Chen 001; Issam El-Naqa; Joseph O. Deasy (ICMLA, 2009)

Gradient-Based Feature Selection for Conditional Random Fields and its Applications in Computational Genetics. - Minmin Chen; Yixin Chen 001; Michael R. Brent; Aaron E. Tenney (ICTAI, 2009)

Stratified Planning. - Yixin Chen 001; You Xu; Guohui Yao (IJCAI, 2009)

Completeness and Optimality Preserving Reduction for Planning. - Yixin Chen 001; Guohui Yao (IJCAI, 2009)

Constrained optimization for validation-guided conditional random field learning. - Minmin Chen; Yixin Chen 001; Michael R. Brent; Aaron E. Tenney (KDD, 2009)

Long-distance mutual exclusion for planning. - Yixin Chen 001; Ruoyun Huang; Zhao Xing; Weixiong Zhang (Artif. Intell., 2009)

Generalized Latent Class Analysis Based on Model Dominance Theory. - Yixin Chen 001; Dong Hua; Fang Liu 025 (Int. J. Artif. Intell. Tools, 2009)

Stream data clustering based on grid density and attraction. - Li Tu; Yixin Chen 001 (ACM Trans. Knowl. Discov. Data, 2009)

Compression and Aggregation for Logistic Regression Analysis in Data Cubes. - Ruibin Xi; Nan Lin; Yixin Chen 001 (IEEE Trans. Knowl. Data Eng., 2009)

A Novel Transition Based Encoding Scheme for Planning as Satisfiability. - Ruoyun Huang; Yixin Chen 001; Weixiong Zhang (AAAI, 2010)

Near optimal multi-application allocation in shared sensor networks. - You Xu; Abusayeed Saifullah; Yixin Chen 001; Chenyang Lu 001; Sangeeta Bhattacharya (MobiHoc, 2010)

Real-Time Scheduling for WirelessHART Networks. - Abusayeed Saifullah; You Xu; Chenyang Lu 001; Yixin Chen 001 (RTSS, 2010)

Extended duality for nonlinear programming. - Yixin Chen 001; Minmin Chen (Comput. Optim. Appl., 2010)

Modeling radiation-induced lung injury risk with an ensemble of support vector machines. - Todd W. Schiller; Yixin Chen 001; Issam El-Naqa; Joseph O. Deasy (Neurocomputing, 2010)

Preface to special issue on applications of automated planning. - Yixin Chen 001 (ACM Trans. Intell. Syst. Technol., 2010)

Optimal design-space exploration of streaming applications. - Shobana Padmanabhan; Yixin Chen 001; Roger D. Chamberlain (ASAP, 2011)

Image Feature Selection Based on Ant Colony Optimization. - Ling Chen 005; Bolun Chen; Yixin Chen 001 (Australasian Conference on Artificial Intelligence, 2011)

Improving context-aware query classification via adaptive self-training. - Minmin Chen; Jian-Tao Sun; Xiaochuan Ni 001; Yixin Chen 001 (CIKM, 2011)

Can Cloud Computing Be Used for Planning? An Initial Study. - Qiang Lu 008; You Xu; Ruoyun Huang; Yixin Chen 001; Guoliang Chen 001 (CloudCom, 2011)

Priority Assignment for Real-Time Flows in WirelessHART Networks. - Abusayeed Saifullah; You Xu; Chenyang Lu 001; Yixin Chen 001 (ECRTS, 2011)

Multiple-goal recognition based on planning. - Jianxia Chen; Yixin Chen 001; Eric Xu; Ruoyun Huang; Zheng Chen (FSKD, 2011)

Towards Optimal Sensor Placement for Hot Server Detection in Data Centers. - Xiaodong Wang 007; Xiaorui Wang; Guoliang Xing; Jinzhu Chen; Cheng-Xian Lin; Yixin Chen 001 (ICDCS, 2011)

Medical Data Mining for Early Deterioration Warning in General Hospital Wards. - Yi Mao; Yixin Chen 001; Gregory Hackmann; Minmin Chen; Chenyang Lu 001; Marin Kollef; Thomas C. Bailey (ICDM Workshops, 2011)

Automatic Feature Decomposition for Single View Co-training. - Minmin Chen; Kilian Q. Weinberger; Yixin Chen 001 (ICML, 2011)

End-to-End Delay Analysis for Fixed Priority Scheduling in WirelessHART Networks. - Abusayeed Saifullah; You Xu; Chenyang Lu 001; Yixin Chen 001 (IEEE Real-Time and Embedded Technology and Applications Symposium, 2011)

Theory and Algorithms for Partial Order Based Reduction in Planning - You Xu; Yixin Chen 001; Qiang Lu 008; Ruoyun Huang (CoRR, 2011)

Early Deterioration Warning for Hospitalized Patients by Mining Clinical Data. - Yi Mao; Yixin Chen 001; Gregory Hackmann; Minmin Chen; Chenyang Lu 001; Marin Kollef; Thomas C. Bailey (Int. J. Knowl. Discov. Bioinform., 2011)

Compression and aggregation of Bayesian estimates for data intensive computing. - Ruibin Xi; Nan Lin; Yixin Chen 001; Youngjin Kim (Knowl. Inf. Syst., 2011)

Recent progress in natural computation and knowledge discovery: an ICNC'09-FSKD'09 special issue. - Haiying Wang 001; Yixin Chen 001; Hepu Deng; Lipo Wang (Soft Comput., 2011)

A novel approach to annotating web service based on interface concept mapping and semantic expansion. - Guobing Zou; Yang Xiang 006; Yanglan Gan; Yixin Chen 001 (Soft Comput., 2011)

Sensor Placement Algorithms for Fusion-Based Surveillance Networks. - Xiangmao Chang; Rui Tan 001; Guoliang Xing; Zhaohui Yuan; Chenyang Lu 001; Yixin Chen 001; Yixian Yang (IEEE Trans. Parallel Distributed Syst., 2011)

Towards Automated Choreographing of Web Services Using Planning. - Guobing Zou; Yixin Chen 001; You Xu; Ruoyun Huang; Yang Xiang 006 (AAAI, 2012)

An Efficient Algorithm for top-k Queries on Uncertain Data Streams. - Caiyan Dai; Ling Chen 005; Yixin Chen 001; Keming Tang (ICMLA (1), 2012)

Convexity in Non-convex Optimizations of Streaming Applications. - Shobana Padmanabhan; Yixin Chen 001; Roger D. Chamberlain (ICPADS, 2012)

Submodular game for distributed application allocation in shared sensor networks. - Chengjie Wu; You Xu; Yixin Chen 001; Chenyang Lu 001 (INFOCOM, 2012)

An integrated data mining approach to real-time clinical monitoring and deterioration warning. - Yi Mao; Wenlin Chen; Yixin Chen 001; Chenyang Lu 001; Marin Kollef; Thomas C. Bailey (KDD, 2012)

Experiences with an end-to-end wireless clinical monitoring system. - Rahav Dor; Gregory Hackmann; Zhicheng Yang; Chenyang Lu 001; Yixin Chen 001; Marin Kollef; Thomas C. Bailey (Wireless Health, 2012)

MicrobesFlux: a web platform for drafting metabolic models from the KEGG database. - Xueyang Feng; You Xu; Yixin Chen 001; Yinjie J. Tang (BMC Syst. Biol., 2012)

SAS+ Planning as Satisfiability. - Ruoyun Huang; Yixin Chen 001; Weixiong Zhang (J. Artif. Intell. Res., 2012)

A Fast and Efficient Algorithm for Finding Frequent Items over Data Stream. - Ling Chen 005; Yixin Chen 001; Li Tu (J. Comput., 2012)

A Dimensionality Reduction Framework for Detection of Multiscale Structure in Heterogeneous Networks. - Huawei Shen; Xueqi Cheng; Yuanzhuo Wang; Yixin Chen 001 (J. Comput. Sci. Technol., 2012)

Integrating Flux Balance Analysis into Kinetic Models to Decipher the Dynamic Metabolism of Shewanella oneidensis MR-1. - Xueyang Feng; You Xu; Yixin Chen 001; Yinjie J. Tang (PLoS Comput. Biol., 2012)

Goal-Oriented Euclidean Heuristics with Manifold Learning. - Wenlin Chen; Yixin Chen 001; Kilian Q. Weinberger; Qiang Lu 008; Xiaoping Chen (AAAI, 2013)

Utilizing Landmarks in Euclidean Heuristics for Optimal Planning. - Qiang Lu 008; Wenlin Chen; Yixin Chen 001; Kilian Q. Weinberger; Xiaoping Chen (AAAI (Late-Breaking Developments), 2013)

Kernel Density Metric Learning. - Yujie He 003; Wenlin Chen; Yixin Chen 001; Yi Mao (ICDM, 2013)

Maximum Variance Correction with Application to A* Search. - Wenlin Chen; Kilian Q. Weinberger; Yixin Chen 001 (ICML (1), 2013)

Density-based logistic regression. - Wenlin Chen; Yixin Chen 001; Yi Mao; Baolong Guo 001 (KDD, 2013)

Decomposition techniques for optimal design-space exploration of streaming applications. - Shobana Padmanabhan; Yixin Chen 001; Roger D. Chamberlain (PPoPP, 2013)

A Planning Approach to the Recognition of Multiple Goals. - Jianxia Chen; Yixin Chen 001; You Xu; Ruoyun Huang; Zheng Chen (Int. J. Intell. Syst., 2013)

A Novel Ant Colony Optimization Based Algorithm for Identifying Gene Regulatory Elements. - Wei Liu 010; Hanwu Chen; Ling Chen 005; Yixin Chen 001 (J. Comput., 2013)

Efficient ant colony optimization for image feature selection. - Bolun Chen; Ling Chen 005; Yixin Chen 001 (Signal Process., 2013)

A SAT-based approach to cost-sensitive temporally expressive planning. - Qiang Lu 008; Ruoyun Huang; Yixin Chen 001; You Xu; Weixiong Zhang; Guoliang Chen 001 (ACM Trans. Intell. Syst. Technol., 2013)

Ranking on Data Manifold with Sink Points. - Xueqi Cheng; Pan Du 001; Jiafeng Guo; Xiaofei Zhu; Yixin Chen 001 (IEEE Trans. Knowl. Data Eng., 2013)

Intelligent Sensor Placement for Hot Server Detection in Data Centers. - Xiaodong Wang 007; Xiaorui Wang; Guoliang Xing; Jinzhu Chen; Cheng-Xian Lin; Yixin Chen 001 (IEEE Trans. Parallel Distributed Syst., 2013)

Feature-Cost Sensitive Learning with Submodular Trees of Classifiers. - Matt J. Kusner; Wenlin Chen; Quan Zhou; Zhixiang Eddie Xu; Kilian Q. Weinberger; Yixin Chen 001 (AAAI, 2014)

Thermal Modeling for a HVAC Controlled Real-Life Auditorium. - Yong Fu; Mo Sha 001; Chengjie Wu; Andrew Kutta; Anna Leavey; Chenyang Lu 001; Humberto González; Weining Wang 002; Bill Drake; Yixin Chen 001; Pratim Biswas (ICDCS, 2014)

Identifying drug (cocaine) intake events from acute physiological response in the presence of free-living physical activity. - Syed Monowar Hossain; Amin Ahsan Ali; Md. Mahbubur Rahman; Emre Ertin; David H. Epstein; Ashley Kennedy; Kenzie Preston; Annie Umbricht; Yixin Chen 001; Santosh Kumar 001 (IPSN, 2014)

Analysis of EDF scheduling for Wireless Sensor-Actuator Networks. - Chengjie Wu; Mo Sha 001; Dolvara Gunatilaka; Abusayeed Saifullah; Chenyang Lu 001; Yixin Chen 001 (IWQoS, 2014)

Fast flux discriminant for large-scale sparse nonlinear classification. - Wenlin Chen; Yixin Chen 001; Kilian Q. Weinberger (KDD, 2014)

Towards automated choreography of Web services using planning in large scale service repositories. - Guobing Zou; Yanglan Gan; Yixin Chen 001; Bofeng Zhang; Ruoyun Huang; You Xu; Yang Xiang 006 (Appl. Intell., 2014)

Situation-aware composition and execution in dynamic environments by automated planning. - Qiang Lu 008; Justin Wilson; Yixin Chen 001; Christopher D. Gill; Louis Thomas; Gruia-Catalin Roman; Guoliang Chen 001 (Eng. Appl. Artif. Intell., 2014)

Dynamic composition of Web services using efficient planners in large-scale service repository. - Guobing Zou; Yanglan Gan; Yixin Chen 001; Bofeng Zhang (Knowl. Based Syst., 2014)

Near optimal rate selection for wireless control systems. - Abusayeed Saifullah; Chengjie Wu; Paras Babu Tiwari; You Xu; Yong Fu; Chenyang Lu 001; Yixin Chen 001 (ACM Trans. Embed. Comput. Syst., 2014)

Distributed Channel Allocation Protocols for Wireless Sensor Networks. - Abusayeed Saifullah; You Xu; Chenyang Lu 001; Yixin Chen 001 (IEEE Trans. Parallel Distributed Syst., 2014)

QoS-Aware Dynamic Composition of Web Services Using Numerical Temporal Planning. - Guobing Zou; Qiang Lu 008; Yixin Chen 001; Ruoyun Huang; You Xu; Yang Xiang 006 (IEEE Trans. Serv. Comput., 2014)

A Reduction of the Elastic Net to Support Vector Machines with an Application to GPU Computing. - Quan Zhou; Wenlin Chen; Shiji Song; Jacob R. Gardner; Kilian Q. Weinberger; Yixin Chen 001 (AAAI, 2015)

Filtered Search for Submodular Maximization with Controllable Approximation Bounds. - Wenlin Chen; Yixin Chen 001; Kilian Q. Weinberger (AISTATS, 2015)

Mortality Prediction in ICUs Using A Novel Time-Slicing Cox Regression Method. - Yuan Wang; Wenlin Chen; Kevin M. Heard; Marin Kollef; Thomas C. Bailey; Zhicheng Cui; Yujie He 003; Chenyang Lu 001; Yixin Chen 001 (AMIA, 2015)

Compressing Neural Networks with the Hashing Trick. - Wenlin Chen; James T. Wilson; Stephen Tyree; Kilian Q. Weinberger; Yixin Chen 001 (ICML, 2015)

Optimal Action Extraction for Random Forests and Boosted Trees. - Zhicheng Cui; Wenlin Chen; Yujie He 003; Yixin Chen 001 (KDD, 2015)

Schedulability Analysis under Graph Routing in WirelessHART Networks. - Abusayeed Saifullah; Dolvara Gunatilaka; Paras Babu Tiwari; Mo Sha 001; Chenyang Lu 001; Bo Li 020; Chengjie Wu; Yixin Chen 001 (RTSS, 2015)

A unifying learning framework for building artificial game-playing agents. - Wenlin Chen; Yixin Chen 001; David K. Levine (Ann. Math. Artif. Intell., 2015)

Compressing Convolutional Neural Networks. - Wenlin Chen; James T. Wilson; Stephen Tyree; Kilian Q. Weinberger; Yixin Chen 001 (CoRR, 2015)

End-to-End Communication Delay Analysis in Industrial Wireless Networks. - Abusayeed Saifullah; You Xu; Chenyang Lu 001; Yixin Chen 001 (IEEE Trans. Computers, 2015)

Nonlinear Metric Learning with Kernel Density Estimation. - Yujie He 003; Yi Mao; Wenlin Chen; Yixin Chen 001 (IEEE Trans. Knowl. Data Eng., 2015)

Link prediction using matrix factorization with bagging. - Zhifeng Wu; Yixin Chen 001 (ICIS, 2016)

Enhancing State Space Search for Planning by Monte-Carlo Random Walk Exploration. - Qiang Lu 008; You Xu; Yixin Chen 001; Ruoyun Huang; Ling Chen 005 (IDEAL, 2016)

Maximizing Network Lifetime of WirelessHART Networks under Graph Routing. - Chengjie Wu; Dolvara Gunatilaka; Abusayeed Saifullah; Mo Sha 001; Paras Babu Tiwari; Chenyang Lu 001; Yixin Chen 001 (IoTDI, 2016)

Compressing Convolutional Neural Networks in the Frequency Domain. - Wenlin Chen; James T. Wilson; Stephen Tyree; Kilian Q. Weinberger; Yixin Chen 001 (KDD, 2016)

WUFlux: an open-source platform for 13C metabolic flux analysis of bacterial metabolism. - Lian He; Stephen Gang Wu; Muhan Zhang; Yixin Chen 001; Yinjie J. Tang (BMC Bioinform., 2016)

Multi-Scale Convolutional Neural Networks for Time Series Classification. - Zhicheng Cui; Wenlin Chen; Yixin Chen 001 (CoRR, 2016)

Extracting Actionability from Machine Learning Models by Sub-optimal Deterministic Planning. - Qiang Lyu; Yixin Chen 001; Zhaorong Li; Zhicheng Cui; Ling Chen 005; Xing Zhang; Haihua Shen (CoRR, 2016)

Recovering Metabolic Networks using A Novel Hyperlink Prediction Method. - Muhan Zhang; Zhicheng Cui; Tolutola Oyetunde; Yinjie J. Tang; Yixin Chen 001 (CoRR, 2016)

Real-Time Wireless Sensor-Actuator Networks for Industrial Cyber-Physical Systems. - Chenyang Lu 001; Abusayeed Saifullah; Bo Li 020; Mo Sha 001; Humberto González; Dolvara Gunatilaka; Chengjie Wu; Lanshun Nie; Yixin Chen 001 (Proc. IEEE, 2016)

Atrial fibrillation detection by multi-scale convolutional neural networks. - Zhenjie Yao; Zhiyong Zhu; Yixin Chen 001 (FUSION, 2017)

Fault analysis of multiple transmission lines based on density-based logistic regression. - Jianxia Chen; Yue Zhang; Chao Li; Qin Fang; Jie Zhang; Yixin Chen 001; Qiang Lv (ICSAI, 2017)

A novel HashedNets model based on the efficient hyperparameter optimization. - Qin Fang; Jianxia Chen; Zhongbao Ma; Chao Li; Jie Zhang; Yixin Chen 001; Qiang Lv (ICSAI, 2017)

Weisfeiler-Lehman Neural Machine for Link Prediction. - Muhan Zhang; Yixin Chen 001 (KDD, 2017)

BoostGAPFILL: improving the fidelity of metabolic network reconstructions through integrated constraint and pattern-based methods. - Tolutola Oyetunde; Muhan Zhang; Yixin Chen 001; Yinjie J. Tang; Cynthia Lo (Bioinform., 2017)

Extracting optimal actionable plans from additive tree models. - Qiang Lu 008; Zhicheng Cui; Yixin Chen 001; Xiaoping Chen (Frontiers Comput. Sci., 2017)

Beyond Link Prediction: Predicting Hyperlinks in Adjacency Space. - Muhan Zhang; Zhicheng Cui; Shali Jiang 001; Yixin Chen 001 (AAAI, 2018)

An End-to-End Deep Learning Architecture for Graph Classification. - Muhan Zhang; Zhicheng Cui; Marion Neumann; Yixin Chen 001 (AAAI, 2018)

ECGLens: Interactive Visual Exploration of Large Scale ECG Data for Arrhythmia Detection. - Ke Xu; Shunan Guo; Nan Cao 001; David Gotz; Aiwen Xu; Huamin Qu; Zhenjie Yao; Yixin Chen 001 (CHI, 2018)

Deep Embedding Logistic Regression. - Zhicheng Cui; Muhan Zhang; Yixin Chen 001 (ICBK, 2018)

Link Prediction Based on Graph Neural Networks. - Muhan Zhang; Yixin Chen 001 (NeurIPS, 2018)

Achieving data-driven actionability by combining learning and planning. - Qiang Lv; Yixin Chen 001; Zhaorong Li; Zhicheng Cui; Ling Chen 005; Xing Zhang; Haihua Shen (Frontiers Comput. Sci., 2018)

Applying Deep Learning to Individual and Community Health Monitoring Data: A Survey. - Zhenjie Yao; Jie Bi; Yixin Chen 001 (Int. J. Autom. Comput., 2018)

Predicting Hospital Readmission via Cost-Sensitive Deep Learning. - Haishuai Wang; Zhicheng Cui; Yixin Chen 001; Michael Avidan; Arbi Ben Abdallah; Alexander Kronzer (IEEE ACM Trans. Comput. Biol. Bioinform., 2018)

A Factored Generalized Additive Model for Clinical Decision Support in the Operating Room. - Zhicheng Cui; Bradley A. Fritz; Christopher Ryan King; Michael Avidan; Yixin Chen 001 (AMIA, 2019)

D-VAE: A Variational Autoencoder for Directed Acyclic Graphs. - Muhan Zhang; Shali Jiang 001; Zhicheng Cui; Roman Garnett; Yixin Chen 001 (NeurIPS, 2019)

Edge Cache-Based ISP-CP Collaboration Scheme for Content Delivery Services. - Chao Fang 001; Haipeng Yao; Zhuwei Wang; Pengbo Si; Yixin Chen 001; Xiaodong Wang 001; F. Richard Yu (IEEE Access, 2019)

Inductive Graph Pattern Learning for Recommender Systems Based on a Graph Neural Network. - Muhan Zhang; Yixin Chen 001 (CoRR, 2019)

Protocol for the Effectiveness of an Anesthesiology Control Tower System in Improving Perioperative Quality Metrics and Clinical Outcomes: the TECTONICS randomized, pragmatic trial. - Christopher Ryan King; Joanna Abraham; Thomas George Kannampallil; Bradley A. Fritz; Arbi Ben Abdallah; Yixin Chen 001; Bernadette Henrichs; Mary C. Politi; Brian A. Torres; Angela Mickle; Thaddeus P. Budelier; Sherry McKinnon; et al. (F1000Research, 2019)

Time series feature learning with labeled and unlabeled data. - Haishuai Wang; Qin Zhang 011; Jia Wu 001; Shirui Pan; Yixin Chen 001 (Pattern Recognit., 2019)

Learning Shapelet Patterns from Network-Based Time Series. - Haishuai Wang; Jia Wu 001; Peng Zhang 001; Yixin Chen 001 (IEEE Trans. Ind. Informatics, 2019)

Postoperative Mortality Prediction with and Without the Use of Intraoperative Features. - Mohamed Abdelhack; Christopher Ryan King; Bradley A. Fritz; Sandhya Tripathi; Yixin Chen 001; Michael Avidan (AMIA, 2020)

Explainable Software vulnerability detection based on Attention-based Bidirectional Recurrent Neural Networks. - Yi Mao; Yun Li 009; Jiatai Sun; Yixin Chen 001 (IEEE BigData, 2020)

Inductive Matrix Completion Based on Graph Neural Networks. - Muhan Zhang; Yixin Chen 001 (ICLR, 2020)

Attention-Based Multi-component LSTM for Internet Traffic Prediction. - Qian Xu; Zhenjie Yao; Yanhui Tu; Yixin Chen 001 (ICONIP (5), 2020)

Hierarchical Attention Propagation for Healthcare Representation Learning. - Muhan Zhang; Christopher Ryan King; Michael Avidan; Yixin Chen 001 (KDD, 2020)

Cooperative Optimization for OFDMA Resource Allocation in Multi-RRH Millimeter-Wave CRAN. - Nan Li; Zhenjie Yao; Yanhui Tu; Yixin Chen 001 (IEEE Access, 2020)

A Random Walk Approach for Avoiding Unwanted Users in Competitive Social Network. - Wei Liu 010; Jie He; Ling Chen 005; Byeungwoo Jeon; Yixin Chen 001 (IEEE Access, 2020)

(Un)fairness in Post-operative Complication Prediction Models. - Sandhya Tripathi; Bradley A. Fritz; Mohamed Abdelhack; Michael S. Avidan; Yixin Chen 001; Christopher Ryan King (CoRR, 2020)

Liver disease screening based on densely connected deep neural networks. - Zhenjie Yao; Jiangong Li; Zhaoyu Guan; Yancheng Ye; Yixin Chen 001 (Neural Networks, 2020)

Positive influence maximization in signed social networks under independent cascade model. - Jun Sheng; Ling Chen 005; Yixin Chen 001; Bin Li 006; Wei Liu 010 (Soft Comput., 2020)

Time-Variant Graph Classification. - Haishuai Wang; Jia Wu 001; Xingquan Zhu 001; Yixin Chen 001; Chengqi Zhang (IEEE Trans. Syst. Man Cybern. Syst., 2020)

Trend Analysis Neural Networks for Interpretable Analysis of Longitudinal Data. - Zhenjie Yao; Yixin Chen 001; Jinwei Wang; Shouling Wu; Yanhui Tu; Minghui Zhao; Luxia Zhang (IEEE BigData, 2021)

Internet Traffic Forecasting using Temporal-Topological Graph Convolutional Networks. - Zhenjie Yao; Qian Xu; Yongrui Chen 001; Yanhui Tu; He Zhang; Yixin Chen 001 (IJCNN, 2021)

Interpretable Drug Synergy Prediction with Graph Neural Networks for Human-AI Collaboration in Healthcare. - Zehao Dong; Heming Zhang 002; Yixin Chen 001; Fuhai Li 001 (CoRR, 2021)

A Modulation Layer to Increase Neural Network Robustness Against Data Quality Issues. - Mohamed Abdelhack; Jiaming Zhang; Sandhya Tripathi; Bradley A. Fritz; Michael Avidan; Yixin Chen 001; Christopher Ryan King (CoRR, 2021)

Predicting Anticancer Drug Response With Deep Learning Constrained by Signaling Pathways. - Heming Zhang 002; Yixin Chen 001; Fuhai Li 001 (Frontiers Bioinform., 2021)

Chaotic Deep Network for Mobile D2D Communication. - Lixiang Li 001; Yixin Chen 001; Haipeng Peng; Yixian Yang (IEEE Internet Things J., 2021)

Negative influence blocking maximization with uncertain sources under the independent cascade model. - Ling Chen 005; Yuliang Zhang; Yixin Chen 001; Bin Li 006; Wei Liu 010 (Inf. Sci., 2021)

Node deletion-based algorithm for blocking maximizing on negative influence from uncertain sources. - Weijia Ju; Ling Chen 005; Bin Li 006; Yixin Chen 001; Xiaobing Sun 001 (Knowl. Based Syst., 2021)

Minimizing the seed set cost for influence spreading with the probabilistic guarantee. - Jia Su; Ling Chen 005; Yixin Chen 001; Bin Li 006; Wei Liu 010 (Knowl. Based Syst., 2021)

VAE-TCN hybrid model for KPI Anomaly Detection. - Bo Wu; Qian Xu; Zhenjie Yao; Yanhui Tu; Yixin Chen 001 (APNOMS, 2022)

PACE: A Parallelizable Computation Encoder for Directed Acyclic Graphs. - Zehao Dong; Muhan Zhang; Fuhai Li 001; Yixin Chen 001 (ICML, 2022)

Temporal-Aware QoS Prediction via Dynamic Graph Neural Collaborative Learning. - Shengxiang Hu 002; Guobing Zou; Bofeng Zhang; Shaogang Wu; Shiyi Lin; Yanglan Gan; Yixin Chen 001 (ICSOC, 2022)

A Dilated Transformer Network for Time Series Anomaly Detection. - Bo Wu; Zhenjie Yao; Yanhui Tu; Yixin Chen 001 (ICTAI, 2022)

How Powerful are K-hop Message Passing Graph Neural Networks. - Jiarui Feng; Yixin Chen 001; Fuhai Li 001; Anindya Sarkar; Muhan Zhang (NeurIPS, 2022)

Geodesic Graph Neural Network for Efficient Graph Representation Learning. - Lecheng Kong; Yixin Chen 001; Muhan Zhang (NeurIPS, 2022)

Deep Learning to Jointly Schema Match, Impute, and Transform Databases. - Sandhya Tripathi; Bradley A. Fritz; Mohamed Abdelhack; Michael S. Avidan; Yixin Chen 001; Christopher Ryan King (CoRR, 2022)

Interpreting mechanism of Synergism of drug combinations using attention based hierarchical graph pooling. - Zehao Dong; Yixin Chen 001; Philip R. O. Payne; Fuhai Li 001 (CoRR, 2022)

Algorithmic Bias in Machine Learning Based Delirium Prediction. - Sandhya Tripathi; Bradley A. Fritz; Michael S. Avidan; Yixin Chen 001; Christopher Ryan King (CoRR, 2022)

Toward Efficient Language Model Pretraining and Downstream Adaptation via Self-Evolution: A Case Study on SuperGLUE. - Qihuang Zhong; Liang Ding 006; Yibing Zhan; Yu Qiao 001; Yonggang Wen 001; Li Shen 008; Juhua Liu; Baosheng Yu; Bo Du 001; Yixin Chen 001; Xinbo Gao 001; Chunyan Miao; et al. (CoRR, 2022)

On Transforming Reinforcement Learning by Transformer: The Development Trajectory. - Shengchao Hu; Li Shen 008; Ya Zhang 002; Yixin Chen 001; Dacheng Tao (CoRR, 2022)

Social influence source locating based on network sparsification and stratification. - Yu Shao; Ling Chen 005; Yixin Chen 001; Wei Liu 010 (Expert Syst. Appl., 2022)

Random walk-based algorithm for distance-aware influence maximization on multiple query locations. - Ling Chen 005; Yuwei Wang; Yixin Chen 001; Bin Li 006; Wei Liu 010 (Knowl. Based Syst., 2022)

DeepTSQP: Temporal-aware service QoS prediction via deep neural network and feature integration. - Guobing Zou; Tengfei Li; Ming Jiang; Shengxiang Hu 002; Chenhong Cao; Bofeng Zhang; Yanglan Gan; Yixin Chen 001 (Knowl. Based Syst., 2022)

DeepLTSC: Long-Tail Service Classification via Integrating Category Attentive Deep Neural Network and Feature Augmentation. - Guobing Zou; Song Yang; Shengyu Duan; Bofeng Zhang; Yanglan Gan; Yixin Chen 001 (IEEE Trans. Netw. Serv. Manag., 2022)

GNNHLS: Evaluating Graph Neural Network Inference via High-Level Synthesis. - Chenfeng Zhao; Zehao Dong; Yixin Chen 001; Xuan Zhang 001; Roger D. Chamberlain (ICCD, 2023)

CktGNN: Circuit Graph Neural Network for Electronic Design Automation. - Zehao Dong; Weidong Cao 001; Muhan Zhang; Dacheng Tao; Yixin Chen 001; Xuan Zhang 001 (ICLR, 2023)

MVGCL: Multi-View Graph Contrastive Learning for Service Recommendation. - Guobing Zou; Shiyi Lin; Shengxiang Hu 002; Yanglan Gan; Bofeng Zhang; Yixin Chen 001 (ICWS, 2023)

Improving Heterogeneous Model Reuse by Density Estimation. - Anke Tang; Yong Luo 002; Han Hu 003; Fengxiang He; Kehua Su; Bo Du 001; Yixin Chen 001; Dacheng Tao (IJCAI, 2023)

PNT-Edge: Towards Robust Edge Detection with Noisy Labels by Learning Pixel-level Noise Transitions. - Wenjie Xuan; Shanshan Zhao 001; Yu Yao 005; Juhua Liu; Tongliang Liu; Yixin Chen 001; Bo Du 001; Dacheng Tao (ACM Multimedia, 2023)

Extending the Design Space of Graph Neural Networks by Rethinking Folklore Weisfeiler-Lehman. - Jiarui Feng; Lecheng Kong; Hao Liu 057; Dacheng Tao; Fuhai Li 001; Muhan Zhang; Yixin Chen 001 (NeurIPS, 2023)

MAG-GNN: Reinforcement Learning Boosted Graph Neural Network. - Lecheng Kong; Jiarui Feng; Hao Liu 057; Dacheng Tao; Yixin Chen 001; Muhan Zhang (NeurIPS, 2023)

A Multi-View Joint Learning Framework for Embedding Clinical Codes and Text Using Graph Neural Networks. - Lecheng Kong; Christopher Ryan King; Bradley A. Fritz; Yixin Chen 001 (CoRR, 2023)

Time Associated Meta Learning for Clinical Prediction. - Hao Liu 057; Muhan Zhang; Zehao Dong; Lecheng Kong; Yixin Chen 001; Bradley A. Fritz; Dacheng Tao; Christopher Ryan King (CoRR, 2023)

Recurrent Transformer for Dynamic Graph Representation Learning with Edge Temporal States. - Shengxiang Hu 002; Guobing Zou; Shiyi Lin; Liangrui Wu; Chenyang Zhou 004; Bofeng Zhang; Yixin Chen 001 (CoRR, 2023)

Towards Arbitrarily Expressive GNNs in O(n2) Space by Rethinking Folklore Weisfeiler-Lehman. - Jiarui Feng; Lecheng Kong; Hao Liu 057; Dacheng Tao; Fuhai Li 001; Muhan Zhang; Yixin Chen 001 (CoRR, 2023)

Universal Normalization Enhanced Graph Representation Learning for Gene Network Prediction. - Zehao Dong; Muhan Zhang; Qihang Zhao; Philip R. O. Payne; Michael A. Province; Carlos Cruchaga; Tianyu Zhao; Yixin Chen 001; Fuhai Li 001 (CoRR, 2023)

PointHR: Exploring High-Resolution Architectures for 3D Point Cloud Segmentation. - Haibo Qiu; Baosheng Yu; Yixin Chen 001; Dacheng Tao (CoRR, 2023)

A Modulation Layer to Increase Neural Network Robustness Against Data Quality Issues. - Mohamed Abdelhack; Jiaming Zhang; Sandhya Tripathi; Bradley A. Fritz; Daniel Felsky; Michael Avidan; Yi-Xin Chen 001; Christopher Ryan King (Trans. Mach. Learn. Res., 2023)

FHC-DQP: Federated Hierarchical Clustering for Distributed QoS Prediction. - Guobing Zou; Shiyi Lin; Shengxiang Hu 002; Shengyu Duan; Yanglan Gan; Bofeng Zhang; Yixin Chen 001 (IEEE Trans. Serv. Comput., 2023)

NCRL: Neighborhood-Based Collaborative Residual Learning for Adaptive QoS Prediction. - Guobing Zou; Shaogang Wu; Shengxiang Hu 002; Chenhong Cao; Yanglan Gan; Bofeng Zhang; Yixin Chen 001 (IEEE Trans. Serv. Comput., 2023)

Identifying multiple influence sources in social networks based on latent space mapping. - Yu Shao; Ling Chen 005; Yixin Chen 001; Wei Liu 010; Caiyan Dai (Inf. Sci., 2023)

Sheared Backpropagation for Fine-Tuning Foundation Models. - Zhiyuan Yu 004; Li Shen 008; Liang Ding 006; Xinmei Tian 001; Yixin Chen 001; Dacheng Tao (CVPR, 2024)

One For All: Towards Training One Graph Model For All Classification Tasks. - Hao Liu 057; Jiarui Feng; Lecheng Kong; Ningyue Liang; Dacheng Tao; Yixin Chen 001; Muhan Zhang (ICLR, 2024)

Rethinking the Power of Graph Canonization in Graph Representation Learning with Stability. - Zehao Dong; Muhan Zhang; Philip R. O. Payne; Michael A. Province; Carlos Cruchaga; Tianyu Zhao; Fuhai Li 001; Yixin Chen 001 (ICLR, 2024)

Revisiting Plasticity in Visual Reinforcement Learning: Data, Modules and Training Stages. - Guozheng Ma; Lu Li; Sen Zhang 006; Zixuan Liu 002; Zhen Wang 030; Yixin Chen 001; Li Shen 008; Xueqian Wang 001; Dacheng Tao (ICLR, 2024)

Parameter-Efficient Multi-Task Model Fusion with Partial Linearization. - Anke Tang; Li Shen 008; Yong Luo 002; Yibing Zhan; Han Hu 003; Bo Du 001; Yixin Chen 001; Dacheng Tao (ICLR, 2024)

Topology-aware Embedding Memory for Continual Learning on Expanding Networks. - Xikun Zhang 002; Dongjin Song; Yixin Chen 001; Dacheng Tao (KDD, 2024)

Graph Contrastive Learning Meets Graph Meta Learning: A Unified Method for Few-shot Node Tasks. - Hao Liu 057; Jiarui Feng; Lecheng Kong; Dacheng Tao; Yixin Chen 001; Muhan Zhang (WWW, 2024)

Topology-aware Embedding Memory for Learning on Expanding Graphs. - Xikun Zhang 002; Dongjin Song; Yixin Chen 001; Dacheng Tao (CoRR, 2024)

A Systematic Literature Review on Explainability for Machine/Deep Learning-based Software Engineering Research. - Sicong Cao; Xiaobing Sun 001; Ratnadira Widyasari; David Lo 001; Xiaoxue Wu 001; Lili Bo; Jiale Zhang 001; Bin Li 006; Wei Liu 010; Di Wu 050; Yixin Chen 001 (CoRR, 2024)

DoseGNN: Improving the Performance of Deep Learning Models in Adaptive Dose-Volume Histogram Prediction through Graph Neural Networks. - Zehao Dong; Yixin Chen 001; Tianyu Zhao (CoRR, 2024)

Large Language Model Meets Graph Neural Network in Knowledge Distillation. - Shengxiang Hu 002; Guobing Zou; Song Yang; Yanglan Gan; Bofeng Zhang; Yixin Chen 001 (CoRR, 2024)

Large-Language-Model Empowered Dose Volume Histogram Prediction for Intensity Modulated Radiotherapy. - Zehao Dong; Yixin Chen 001; Hiram Gay; Yao Hao; Geoffrey D. Hugo; Pamela Samson; Tianyu Zhao (CoRR, 2024)

Highly Accurate Disease Diagnosis and Highly Reproducible Biomarker Identification with PathFormer. - Zehao Dong; Qihang Zhao; Philip R. O. Payne; Michael A. Province; Carlos Cruchaga; Muhan Zhang; Tianyu Zhao; Yixin Chen 001; Fuhai Li 001 (CoRR, 2024)

SPGNN: Recognizing Salient Subgraph Patterns via Enhanced Graph Convolution and Pooling. - Zehao Dong; Muhan Zhang; Yixin Chen 001 (CoRR, 2024)

TAGLAS: An atlas of text-attributed graph datasets in the era of large graph and language models. - Jiarui Feng; Hao Liu 057; Lecheng Kong; Yixin Chen 001; Muhan Zhang (CoRR, 2024)

Target-Prompt Online Graph Collaborative Learning for Temporal QoS Prediction. - Shengxiang Hu 002; Guobing Zou; Song Yang; Shiyi Lin; Bofeng Zhang; Yixin Chen 001 (CoRR, 2024)

Locating influence sources in social network by senders and receivers spaces mapping. - Weijia Ju; Yixin Chen 001; Ling Chen 005; Bin Li 006 (Expert Syst. Appl., 2024)

Multi-view representation learning for tabular data integration using inter-feature relationships. - Sandhya Tripathi; Bradley A. Fritz; Mohamed Abdelhack; Michael S. Avidan; Yixin Chen 001; Christopher Ryan King (J. Biomed. Informatics, 2024)

TRCF: Temporal Reinforced Collaborative Filtering for Time-Aware QoS Prediction. - Guobing Zou; Yutao Huang; Shengxiang Hu 002; Yanglan Gan; Bofeng Zhang; Yixin Chen 001 (IEEE Trans. Serv. Comput., 2024)

FRLN: Federated Residual Ladder Network for Data-Protected QoS Prediction. - Guobing Zou; Wenzhuo Yu; Shengxiang Hu 002; Yanglan Gan; Bofeng Zhang; Yixin Chen 001 (IEEE Trans. Serv. Comput., 2024)

Interpretable Trend Analysis Neural Networks for Longitudinal Data Analysis. - Zhenjie Yao; Yixin Chen 001; Jinwei Wang; Junjuan Li; Shuohua Chen; Shouling Wu; Yanhui Tu; Minghui Zhao; Luxia Zhang (ACM Trans. Comput. Heal., 2024)

On Transforming Reinforcement Learning With Transformers: The Development Trajectory. - Shengchao Hu; Li Shen 008; Ya Zhang 002; Yixin Chen 001; Dacheng Tao (IEEE Trans. Pattern Anal. Mach. Intell., 2024)

Large Language Model Meets Graph Neural Network in Knowledge Distillation. - Shengxiang Hu 002; Guobing Zou; Song Yang; Shiyi Lin; Yanglan Gan; Bofeng Zhang; Yixin Chen 001 (AAAI, 2025)

Learning system dynamics without forgetting. - Xikun Zhang 002; Dongjin Song; Yushan Jiang; Yixin Chen 001; Dacheng Tao (ICLR, 2025)

GraphSeqLM: A Unified Graph Language Framework for Omic Graph Learning. - Heming Zhang 002; Di Huang; Yixin Chen 001; Fuhai Li 001 (WWW (Companion Volume), 2025)

Privacy-Enhanced Federated Expanded Graph Learning for Secure QoS Prediction. - Guobing Zou; Zhi Yan 010; Shengxiang Hu 002; Yanglan Gan; Bofeng Zhang; Yixin Chen 001 (IEEE Trans. Serv. Comput., 2025)

Large Language Models Meet Graph Neural Networks for Text-Numeric Graph Reasoning. - Haoran Song; Jiarui Feng; Guangfu Li; Michael A. Province; Philip R. O. Payne; Yixin Chen 001; Fuhai Li 001 (CoRR, 2025)

KoGNER: A Novel Framework for Knowledge Graph Distillation on Biomedical Named Entity Recognition. - Heming Zhang 002; Wenyu Li; Di Huang; Yinjie Tang; Yixin Chen 001; Philip R. O. Payne; Fuhai Li 001 (CoRR, 2025)

OmniCellTOSG: The First Cell Text-Omic Signaling Graphs Dataset for Joint LLM and GNN Modeling. - Heming Zhang 002; Tim Xu; Dekang Cao; Shunning Liang; Lars Schimmelpfennig; Levi Kaster; Di Huang; Carlos Cruchaga; Guangfu Li; Michael A. Province; Yixin Chen 001; Philip R. O. Payne; et al. (CoRR, 2025)

GACL: Graph Attention Collaborative Learning for Temporal QoS Prediction. - Shengxiang Hu 002; Guobing Zou; Bofeng Zhang; Shaogang Wu; Shiyi Lin; Yanglan Gan; Yixin Chen 001 (IEEE Trans. Netw. Serv. Manag., 2025)