Yixin Chen

According to our database, Yixin Chen authored at least 207 papers between 2000 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of three.

2024

Large Language Model Meets Graph Neural Network in Knowledge Distillation.

Shengxiang Hu, Guobing Zou, Song Yang, Yanglan Gan, Bofeng Zhang, Yixin Chen

CoRR, 2024

2023

NCRL: Neighborhood-Based Collaborative Residual Learning for Adaptive QoS Prediction.

Guobing Zou, Shaogang Wu, Shengxiang Hu, Chenhong Cao, Yanglan Gan, Bofeng Zhang, Yixin Chen

IEEE Trans. Serv. Comput., 2023

FHC-DQP: Federated Hierarchical Clustering for Distributed QoS Prediction.

Guobing Zou, Shiyi Lin, Shengxiang Hu, Shengyu Duan, Yanglan Gan, Bofeng Zhang, Yixin Chen

IEEE Trans. Serv. Comput., 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, Christopher Ryan King

Trans. Mach. Learn. Res., 2023

MAG-GNN: Reinforcement Learning Boosted Graph Neural Network.

Lecheng Kong, Jiarui Feng, Hao Liu, Dacheng Tao, Yixin Chen, Muhan Zhang

CoRR, 2023

PointHR: Exploring High-Resolution Architectures for 3D Point Cloud Segmentation.

Haibo Qiu, Baosheng Yu, Yixin Chen, Dacheng Tao

CoRR, 2023

Revisiting Plasticity in Visual Reinforcement Learning: Data, Modules and Training Stages.

Guozheng Ma, Lu Li, Sen Zhang, Zixuan Liu, Zhen Wang, Yixin Chen, Li Shen, Xueqian Wang, Dacheng Tao

CoRR, 2023

Parameter Efficient Multi-task Model Fusion with Partial Linearization.

Anke Tang, Li Shen, Yong Luo, Yibing Zhan, Han Hu, Bo Du, Yixin Chen, Dacheng Tao

CoRR, 2023

One for All: Towards Training One Graph Model for All Classification Tasks.

Hao Liu, Jiarui Feng, Lecheng Kong, Ningyue Liang, Dacheng Tao, Yixin Chen, Muhan Zhang

CoRR, 2023

Graph Contrastive Learning Meets Graph Meta Learning: A Unified Method for Few-shot Node Tasks.

Hao Liu, Jiarui Feng, Lecheng Kong, Dacheng Tao, Yixin Chen, Muhan Zhang

CoRR, 2023

Towards Arbitrarily Expressive GNNs in O(n²) Space by Rethinking Folklore Weisfeiler-Lehman.

Jiarui Feng, Lecheng Kong, Hao Liu, Dacheng Tao, Fuhai Li, Muhan Zhang, Yixin Chen

CoRR, 2023

Recurrent Transformer for Dynamic Graph Representation Learning with Edge Temporal States.

Shengxiang Hu, Guobing Zou, Shiyi Lin, Liangrui Wu, Chenyang Zhou, Bofeng Zhang, Yixin Chen

CoRR, 2023

Time Associated Meta Learning for Clinical Prediction.

Hao Liu, Muhan Zhang, Zehao Dong, Lecheng Kong, Yixin Chen, Bradley A. Fritz, Dacheng Tao, Christopher Ryan King

CoRR, 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

CoRR, 2023

PNT-Edge: Towards Robust Edge Detection with Noisy Labels by Learning Pixel-level Noise Transitions.

Wenjie Xuan, Shanshan Zhao, Yu Yao, Juhua Liu, Tongliang Liu, Yixin Chen, Bo Du, Dacheng Tao

Proceedings of the 31st ACM International Conference on Multimedia, 2023

Improving Heterogeneous Model Reuse by Density Estimation.

Anke Tang, Yong Luo, Han Hu, Fengxiang He, Kehua Su, Bo Du, Yixin Chen, Dacheng Tao

Proceedings of the Thirty-Second International Joint Conference on Artificial Intelligence, 2023

MVGCL: Multi-View Graph Contrastive Learning for Service Recommendation.

Guobing Zou, Shiyi Lin, Shengxiang Hu, Yanglan Gan, Bofeng Zhang, Yixin Chen

Proceedings of the IEEE International Conference on Web Services, 2023

CktGNN: Circuit Graph Neural Network for Electronic Design Automation.

Zehao Dong, Weidong Cao, Muhan Zhang, Dacheng Tao, Yixin Chen, Xuan Zhang

Proceedings of the Eleventh International Conference on Learning Representations, 2023

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

IEEE Trans. Netw. Serv. Manag., 2022

DeepTSQP: Temporal-aware service QoS prediction via deep neural network and feature integration.

Guobing Zou, Tengfei Li, Ming Jiang, Shengxiang Hu, Chenhong Cao, Bofeng Zhang, Yanglan Gan, Yixin Chen

Knowl. Based Syst., 2022

Random walk-based algorithm for distance-aware influence maximization on multiple query locations.

Ling Chen, Yuwei Wang, Yixin Chen, Bin Li, Wei Liu

Knowl. Based Syst., 2022

Social influence source locating based on network sparsification and stratification.

Yu Shao, Ling Chen, Yixin Chen, Wei Liu

Expert Syst. Appl., 2022

On Transforming Reinforcement Learning by Transformer: The Development Trajectory.

Shengchao Hu, Li Shen, Ya Zhang, Yixin Chen, Dacheng Tao

CoRR, 2022

Toward Efficient Language Model Pretraining and Downstream Adaptation via Self-Evolution: A Case Study on SuperGLUE.

Qihuang Zhong, Liang Ding, Yibing Zhan, Yu Qiao, Yonggang Wen, Li Shen, Juhua Liu, Baosheng Yu, Bo Du, Yixin Chen, Xinbo Gao, Chunyan Miao, Xiaoou Tang, Dacheng Tao

CoRR, 2022

Algorithmic Bias in Machine Learning Based Delirium Prediction.

Sandhya Tripathi, Bradley A. Fritz, Michael S. Avidan, Yixin Chen, Christopher Ryan King

CoRR, 2022

Interpreting mechanism of Synergism of drug combinations using attention based hierarchical graph pooling.

Zehao Dong, Yixin Chen, Philip R. O. Payne, Fuhai Li

CoRR, 2022

Deep Learning to Jointly Schema Match, Impute, and Transform Databases.

Sandhya Tripathi, Bradley A. Fritz, Mohamed Abdelhack, Michael S. Avidan, Yixin Chen, Christopher Ryan King

CoRR, 2022

Geodesic Graph Neural Network for Efficient Graph Representation Learning.

Lecheng Kong, Yixin Chen, Muhan Zhang

Proceedings of the Advances in Neural Information Processing Systems 35: Annual Conference on Neural Information Processing Systems 2022, 2022

How Powerful are K-hop Message Passing Graph Neural Networks.

Jiarui Feng, Yixin Chen, Fuhai Li, Anindya Sarkar, Muhan Zhang

Proceedings of the Advances in Neural Information Processing Systems 35: Annual Conference on Neural Information Processing Systems 2022, 2022

A Dilated Transformer Network for Time Series Anomaly Detection.

Bo Wu, Zhenjie Yao, Yanhui Tu, Yixin Chen

Proceedings of the 34th IEEE International Conference on Tools with Artificial Intelligence, 2022

Temporal-Aware QoS Prediction via Dynamic Graph Neural Collaborative Learning.

Shengxiang Hu, Guobing Zou, Bofeng Zhang, Shaogang Wu, Shiyi Lin, Yanglan Gan, Yixin Chen

Proceedings of the Service-Oriented Computing - 20th International Conference, 2022

PACE: A Parallelizable Computation Encoder for Directed Acyclic Graphs.

Zehao Dong, Muhan Zhang, Fuhai Li, Yixin Chen

Proceedings of the International Conference on Machine Learning, 2022

VAE-TCN hybrid model for KPI Anomaly Detection.

Bo Wu, Qian Xu, Zhenjie Yao, Yanhui Tu, Yixin Chen

Proceedings of the 23rd Asia-Pacific Network Operations and Management Symposium, 2022

2021

Minimizing the seed set cost for influence spreading with the probabilistic guarantee.

Jia Su, Ling Chen, Yixin Chen, Bin Li, Wei Liu

Knowl. Based Syst., 2021

Node deletion-based algorithm for blocking maximizing on negative influence from uncertain sources.

Weijia Ju, Ling Chen, Bin Li, Yixin Chen, Xiaobing Sun

Knowl. Based Syst., 2021

Negative influence blocking maximization with uncertain sources under the independent cascade model.

Ling Chen, Yuliang Zhang, Yixin Chen, Bin Li, Wei Liu

Inf. Sci., 2021

Predicting Anticancer Drug Response With Deep Learning Constrained by Signaling Pathways.

Heming Zhang, Yixin Chen, Fuhai Li

Frontiers Bioinform., 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, Christopher Ryan King

CoRR, 2021

Interpretable Drug Synergy Prediction with Graph Neural Networks for Human-AI Collaboration in Healthcare.

Zehao Dong, Heming Zhang, Yixin Chen, Fuhai Li

CoRR, 2021

Internet Traffic Forecasting using Temporal-Topological Graph Convolutional Networks.

Zhenjie Yao, Qian Xu, Yongrui Chen, Yanhui Tu, He Zhang, Yixin Chen

Proceedings of the International Joint Conference on Neural Networks, 2021

Trend Analysis Neural Networks for Interpretable Analysis of Longitudinal Data.

Zhenjie Yao, Yixin Chen, Jinwei Wang, Shouling Wu, Yanhui Tu, Minghui Zhao, Luxia Zhang

Proceedings of the 2021 IEEE International Conference on Big Data (Big Data), 2021

2020

Time-Variant Graph Classification.

Haishuai Wang, Jia Wu, Xingquan Zhu, Yixin Chen, Chengqi Zhang

IEEE Trans. Syst. Man Cybern. Syst., 2020

Positive influence maximization in signed social networks under independent cascade model.

Jun Sheng, Ling Chen, Yixin Chen, Bin Li, Wei Liu

Soft Comput., 2020

Liver disease screening based on densely connected deep neural networks.

Zhenjie Yao, Jiangong Li, Zhaoyu Guan, Yancheng Ye, Yixin Chen

Neural Networks, 2020

(Un)fairness in Post-operative Complication Prediction Models.

Sandhya Tripathi, Bradley A. Fritz, Mohamed Abdelhack, Michael S. Avidan, Yixin Chen, Christopher Ryan King

CoRR, 2020

A Random Walk Approach for Avoiding Unwanted Users in Competitive Social Network.

Wei Liu, Jie He, Ling Chen, Byeungwoo Jeon, Yixin Chen

IEEE Access, 2020

Cooperative Optimization for OFDMA Resource Allocation in Multi-RRH Millimeter-Wave CRAN.

Nan Li, Zhenjie Yao, Yanhui Tu, Yixin Chen

IEEE Access, 2020

Hierarchical Attention Propagation for Healthcare Representation Learning.

Muhan Zhang, Christopher Ryan King, Michael Avidan, Yixin Chen

Proceedings of the KDD '20: The 26th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, 2020

Attention-Based Multi-component LSTM for Internet Traffic Prediction.

Qian Xu, Zhenjie Yao, Yanhui Tu, Yixin Chen

Proceedings of the Neural Information Processing - 27th International Conference, 2020

Inductive Matrix Completion Based on Graph Neural Networks.

Muhan Zhang, Yixin Chen

Proceedings of the 8th International Conference on Learning Representations, 2020

Explainable Software vulnerability detection based on Attention-based Bidirectional Recurrent Neural Networks.

Yi Mao, Yun Li, Jiatai Sun, Yixin Chen

Proceedings of the 2020 IEEE International Conference on Big Data (IEEE BigData 2020), 2020

Postoperative Mortality Prediction with and Without the Use of Intraoperative Features.

Mohamed Abdelhack, Christopher Ryan King, Bradley A. Fritz, Sandhya Tripathi, Yixin Chen, Michael Avidan

Proceedings of the AMIA 2020, 2020

2019

Learning Shapelet Patterns from Network-Based Time Series.

Haishuai Wang, Jia Wu, Peng Zhang, Yixin Chen

IEEE Trans. Ind. Informatics, 2019

Time series feature learning with labeled and unlabeled data.

Haishuai Wang, Qin Zhang, Jia Wu, Shirui Pan, Yixin Chen

Pattern Recognit., 2019

Inductive Graph Pattern Learning for Recommender Systems Based on a Graph Neural Network.

Muhan Zhang, Yixin Chen

CoRR, 2019

Edge Cache-Based ISP-CP Collaboration Scheme for Content Delivery Services.

Chao Fang, Haipeng Yao, Zhuwei Wang, Pengbo Si, Yixin Chen, Xiaodong Wang, F. Richard Yu

IEEE Access, 2019

D-VAE: A Variational Autoencoder for Directed Acyclic Graphs.

Muhan Zhang, Shali Jiang, Zhicheng Cui, Roman Garnett, Yixin Chen

Proceedings of the Advances in Neural Information Processing Systems 32: Annual Conference on Neural Information Processing Systems 2019, 2019

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

Proceedings of the AMIA 2019, 2019

2018

Predicting Hospital Readmission via Cost-Sensitive Deep Learning.

Haishuai Wang, Zhicheng Cui, Yixin Chen, Michael Avidan, Arbi Ben Abdallah, Alexander Kronzer

IEEE ACM Trans. Comput. Biol. Bioinform., 2018

Applying Deep Learning to Individual and Community Health Monitoring Data: A Survey.

Zhenjie Yao, Jie Bi, Yixin Chen

Int. J. Autom. Comput., 2018

Achieving data-driven actionability by combining learning and planning.

Qiang Lv, Yixin Chen, Zhaorong Li, Zhicheng Cui, Ling Chen, Xing Zhang, Haihua Shen

Frontiers Comput. Sci., 2018

Link Prediction Based on Graph Neural Networks.

Muhan Zhang, Yixin Chen

Proceedings of the Advances in Neural Information Processing Systems 31: Annual Conference on Neural Information Processing Systems 2018, 2018

Deep Embedding Logistic Regression.

Zhicheng Cui, Muhan Zhang, Yixin Chen

Proceedings of the 2018 IEEE International Conference on Big Knowledge, 2018

ECGLens: Interactive Visual Exploration of Large Scale ECG Data for Arrhythmia Detection.

Ke Xu, Shunan Guo, Nan Cao, David Gotz, Aiwen Xu, Huamin Qu, Zhenjie Yao, Yixin Chen

Proceedings of the 2018 CHI Conference on Human Factors in Computing Systems, 2018

An End-to-End Deep Learning Architecture for Graph Classification.

Muhan Zhang, Zhicheng Cui, Marion Neumann, Yixin Chen

Proceedings of the Thirty-Second AAAI Conference on Artificial Intelligence, 2018

Beyond Link Prediction: Predicting Hyperlinks in Adjacency Space.

Muhan Zhang, Zhicheng Cui, Shali Jiang, Yixin Chen

Proceedings of the Thirty-Second AAAI Conference on Artificial Intelligence, 2018

2017

Extracting optimal actionable plans from additive tree models.

Qiang Lu, Zhicheng Cui, Yixin Chen, Xiaoping Chen

Frontiers Comput. Sci., 2017

BoostGAPFILL: improving the fidelity of metabolic network reconstructions through integrated constraint and pattern-based methods.

Tolutola Oyetunde, Muhan Zhang, Yixin Chen, Yinjie J. Tang, Cynthia Lo

Bioinform., 2017

Weisfeiler-Lehman Neural Machine for Link Prediction.

Muhan Zhang, Yixin Chen

Proceedings of the 23rd ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, Halifax, NS, Canada, August 13, 2017

A novel HashedNets model based on the efficient hyperparameter optimization.

Qin Fang, Jianxia Chen, Zhongbao Ma, Chao Li, Jie Zhang, Yixin Chen, Qiang Lv

Proceedings of the 4th International Conference on Systems and Informatics, 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, Qiang Lv

Proceedings of the 4th International Conference on Systems and Informatics, 2017

Atrial fibrillation detection by multi-scale convolutional neural networks.

Zhenjie Yao, Zhiyong Zhu, Yixin Chen

Proceedings of the 20th International Conference on Information Fusion, 2017

2016

Real-Time Wireless Sensor-Actuator Networks for Industrial Cyber-Physical Systems.

Chenyang Lu, Abusayeed Saifullah, Bo Li, Mo Sha, Humberto González, Dolvara Gunatilaka, Chengjie Wu, Lanshun Nie, Yixin Chen

Proc. IEEE, 2016

Recovering Metabolic Networks using A Novel Hyperlink Prediction Method.

Muhan Zhang, Zhicheng Cui, Tolutola Oyetunde, Yinjie J. Tang, Yixin Chen

CoRR, 2016

Extracting Actionability from Machine Learning Models by Sub-optimal Deterministic Planning.

Qiang Lyu, Yixin Chen, Zhaorong Li, Zhicheng Cui, Ling Chen, Xing Zhang, Haihua Shen

CoRR, 2016

Multi-Scale Convolutional Neural Networks for Time Series Classification.

Zhicheng Cui, Wenlin Chen, Yixin Chen

CoRR, 2016

WUFlux: an open-source platform for 13C metabolic flux analysis of bacterial metabolism.

Lian He, Stephen Gang Wu, Muhan Zhang, Yixin Chen, Yinjie J. Tang

BMC Bioinform., 2016

Compressing Convolutional Neural Networks in the Frequency Domain.

Wenlin Chen, James T. Wilson, Stephen Tyree, Kilian Q. Weinberger, Yixin Chen

Proceedings of the 22nd ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2016

Maximizing Network Lifetime of WirelessHART Networks under Graph Routing.

Chengjie Wu, Dolvara Gunatilaka, Abusayeed Saifullah, Mo Sha, Paras Babu Tiwari, Chenyang Lu, Yixin Chen

Proceedings of the First IEEE International Conference on Internet-of-Things Design and Implementation, 2016

Enhancing State Space Search for Planning by Monte-Carlo Random Walk Exploration.

Qiang Lu, You Xu, Yixin Chen, Ruoyun Huang, Ling Chen

Proceedings of the Intelligent Data Engineering and Automated Learning - IDEAL 2016, 2016

Link prediction using matrix factorization with bagging.

Zhifeng Wu, Yixin Chen

Proceedings of the 15th IEEE/ACIS International Conference on Computer and Information Science, 2016

2015

Nonlinear Metric Learning with Kernel Density Estimation.

Yujie He, Yi Mao, Wenlin Chen, Yixin Chen

IEEE Trans. Knowl. Data Eng., 2015

End-to-End Communication Delay Analysis in Industrial Wireless Networks.

Abusayeed Saifullah, You Xu, Chenyang Lu, Yixin Chen

IEEE Trans. Computers, 2015

Compressing Convolutional Neural Networks.

Wenlin Chen, James T. Wilson, Stephen Tyree, Kilian Q. Weinberger, Yixin Chen

CoRR, 2015

A unifying learning framework for building artificial game-playing agents.

Wenlin Chen, Yixin Chen, David K. Levine

Ann. Math. Artif. Intell., 2015

Schedulability Analysis under Graph Routing in WirelessHART Networks.

Abusayeed Saifullah, Dolvara Gunatilaka, Paras Babu Tiwari, Mo Sha, Chenyang Lu, Bo Li, Chengjie Wu, Yixin Chen

Proceedings of the 2015 IEEE Real-Time Systems Symposium, 2015

Optimal Action Extraction for Random Forests and Boosted Trees.

Zhicheng Cui, Wenlin Chen, Yujie He, Yixin Chen

Proceedings of the 21th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2015

Compressing Neural Networks with the Hashing Trick.

Wenlin Chen, James T. Wilson, Stephen Tyree, Kilian Q. Weinberger, Yixin Chen

Proceedings of the 32nd International Conference on Machine Learning, 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, Chenyang Lu, Yixin Chen

Proceedings of the AMIA 2015, 2015

Filtered Search for Submodular Maximization with Controllable Approximation Bounds.

Wenlin Chen, Yixin Chen, Kilian Q. Weinberger

Proceedings of the Eighteenth International Conference on Artificial Intelligence and Statistics, 2015

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

Proceedings of the Twenty-Ninth AAAI Conference on Artificial Intelligence, 2015

2014

QoS-Aware Dynamic Composition of Web Services Using Numerical Temporal Planning.

Guobing Zou, Qiang Lu, Yixin Chen, Ruoyun Huang, You Xu, Yang Xiang

IEEE Trans. Serv. Comput., 2014

Distributed Channel Allocation Protocols for Wireless Sensor Networks.

Abusayeed Saifullah, You Xu, Chenyang Lu, Yixin Chen

IEEE Trans. Parallel Distributed Syst., 2014

Near optimal rate selection for wireless control systems.

Abusayeed Saifullah, Chengjie Wu, Paras Babu Tiwari, You Xu, Yong Fu, Chenyang Lu, Yixin Chen

ACM Trans. Embed. Comput. Syst., 2014

Dynamic composition of Web services using efficient planners in large-scale service repository.

Guobing Zou, Yanglan Gan, Yixin Chen, Bofeng Zhang

Knowl. Based Syst., 2014

Situation-aware composition and execution in dynamic environments by automated planning.

Qiang Lu, Justin Wilson, Yixin Chen, Christopher D. Gill, Louis Thomas, Gruia-Catalin Roman, Guoliang Chen

Eng. Appl. Artif. Intell., 2014

Towards automated choreography of Web services using planning in large scale service repositories.

Guobing Zou, Yanglan Gan, Yixin Chen, Bofeng Zhang, Ruoyun Huang, You Xu, Yang Xiang

Appl. Intell., 2014

Fast flux discriminant for large-scale sparse nonlinear classification.

Wenlin Chen, Yixin Chen, Kilian Q. Weinberger

Proceedings of the 20th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2014

Analysis of EDF scheduling for Wireless Sensor-Actuator Networks.

Chengjie Wu, Mo Sha, Dolvara Gunatilaka, Abusayeed Saifullah, Chenyang Lu, Yixin Chen

Proceedings of the IEEE 22nd International Symposium of Quality of Service, 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, Santosh Kumar

Proceedings of the IPSN'14, 2014

Thermal Modeling for a HVAC Controlled Real-Life Auditorium.

Yong Fu, Mo Sha, Chengjie Wu, Andrew Kutta, Anna Leavey, Chenyang Lu, Humberto González, Weining Wang, Bill Drake, Yixin Chen, Pratim Biswas

Proceedings of the IEEE 34th International Conference on Distributed Computing Systems, 2014

Feature-Cost Sensitive Learning with Submodular Trees of Classifiers.

Matt J. Kusner, Wenlin Chen, Quan Zhou, Zhixiang Eddie Xu, Kilian Q. Weinberger, Yixin Chen

Proceedings of the Twenty-Eighth AAAI Conference on Artificial Intelligence, 2014

2013

Intelligent Sensor Placement for Hot Server Detection in Data Centers.

Xiaodong Wang, Xiaorui Wang, Guoliang Xing, Jinzhu Chen, Cheng-Xian Lin, Yixin Chen

IEEE Trans. Parallel Distributed Syst., 2013

Ranking on Data Manifold with Sink Points.

Xueqi Cheng, Pan Du, Jiafeng Guo, Xiaofei Zhu, Yixin Chen

IEEE Trans. Knowl. Data Eng., 2013

A SAT-based approach to cost-sensitive temporally expressive planning.

Qiang Lu, Ruoyun Huang, Yixin Chen, You Xu, Weixiong Zhang, Guoliang Chen

ACM Trans. Intell. Syst. Technol., 2013

Efficient ant colony optimization for image feature selection.

Bolun Chen, Ling Chen, Yixin Chen

Signal Process., 2013

A Novel Ant Colony Optimization Based Algorithm for Identifying Gene Regulatory Elements.

Wei Liu, Hanwu Chen, Ling Chen, Yixin Chen

J. Comput., 2013

A Planning Approach to the Recognition of Multiple Goals.

Jianxia Chen, Yixin Chen, You Xu, Ruoyun Huang, Zheng Chen

Int. J. Intell. Syst., 2013

Decomposition techniques for optimal design-space exploration of streaming applications.

Shobana Padmanabhan, Yixin Chen, Roger D. Chamberlain

Proceedings of the ACM SIGPLAN Symposium on Principles and Practice of Parallel Programming, 2013

Density-based logistic regression.

Wenlin Chen, Yixin Chen, Yi Mao, Baolong Guo

Proceedings of the 19th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2013

Maximum Variance Correction with Application to A* Search.

Wenlin Chen, Kilian Q. Weinberger, Yixin Chen

Proceedings of the 30th International Conference on Machine Learning, 2013

Kernel Density Metric Learning.

Yujie He, Wenlin Chen, Yixin Chen, Yi Mao

Proceedings of the 2013 IEEE 13th International Conference on Data Mining, 2013

Utilizing Landmarks in Euclidean Heuristics for Optimal Planning.

Qiang Lu, Wenlin Chen, Yixin Chen, Kilian Q. Weinberger, Xiaoping Chen

Proceedings of the Late-Breaking Developments in the Field of Artificial Intelligence, 2013

Goal-Oriented Euclidean Heuristics with Manifold Learning.

Wenlin Chen, Yixin Chen, Kilian Q. Weinberger, Qiang Lu, Xiaoping Chen

Proceedings of the Twenty-Seventh AAAI Conference on Artificial Intelligence, 2013

2012

Integrating Flux Balance Analysis into Kinetic Models to Decipher the Dynamic Metabolism of <i>Shewanella oneidensis</i> MR-1.

Xueyang Feng, You Xu, Yixin Chen, Yinjie J. Tang

PLoS Comput. Biol., 2012

A Dimensionality Reduction Framework for Detection of Multiscale Structure in Heterogeneous Networks.

Huawei Shen, Xueqi Cheng, Yuanzhuo Wang, Yixin Chen

J. Comput. Sci. Technol., 2012

A Fast and Efficient Algorithm for Finding Frequent Items over Data Stream.

Ling Chen, Yixin Chen, Li Tu

J. Comput., 2012

SAS+ Planning as Satisfiability.

Ruoyun Huang, Yixin Chen, Weixiong Zhang

J. Artif. Intell. Res., 2012

MicrobesFlux: a web platform for drafting metabolic models from the KEGG database.

Xueyang Feng, You Xu, Yixin Chen, Yinjie J. Tang

BMC Syst. Biol., 2012

Experiences with an end-to-end wireless clinical monitoring system.

Rahav Dor, Gregory Hackmann, Zhicheng Yang, Chenyang Lu, Yixin Chen, Marin Kollef, Thomas C. Bailey

Proceedings of the Wireless Health 2012, 2012

An integrated data mining approach to real-time clinical monitoring and deterioration warning.

Yi Mao, Wenlin Chen, Yixin Chen, Chenyang Lu, Marin Kollef, Thomas C. Bailey

Proceedings of the 18th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2012

Submodular game for distributed application allocation in shared sensor networks.

Chengjie Wu, You Xu, Yixin Chen, Chenyang Lu

Proceedings of the IEEE INFOCOM 2012, Orlando, FL, USA, March 25-30, 2012, 2012

Convexity in Non-convex Optimizations of Streaming Applications.

Shobana Padmanabhan, Yixin Chen, Roger D. Chamberlain

Proceedings of the 18th IEEE International Conference on Parallel and Distributed Systems, 2012

An Efficient Algorithm for top-k Queries on Uncertain Data Streams.

Caiyan Dai, Ling Chen, Yixin Chen, Keming Tang

Proceedings of the 11th International Conference on Machine Learning and Applications, 2012

Towards Automated Choreographing of Web Services Using Planning.

Guobing Zou, Yixin Chen, You Xu, Ruoyun Huang, Yang Xiang

Proceedings of the Twenty-Sixth AAAI Conference on Artificial Intelligence, 2012

2011

Sensor Placement Algorithms for Fusion-Based Surveillance Networks.

Xiangmao Chang, Rui Tan, Guoliang Xing, Zhaohui Yuan, Chenyang Lu, Yixin Chen, Yixian Yang

IEEE Trans. Parallel Distributed Syst., 2011

A novel approach to annotating web service based on interface concept mapping and semantic expansion.

Guobing Zou, Yang Xiang, Yanglan Gan, Yixin Chen

Soft Comput., 2011

Recent progress in natural computation and knowledge discovery: an ICNC'09-FSKD'09 special issue.

Haiying Wang, Yixin Chen, Hepu Deng, Lipo Wang

Soft Comput., 2011

Compression and aggregation of Bayesian estimates for data intensive computing.

Ruibin Xi, Nan Lin, Yixin Chen, Youngjin Kim

Knowl. Inf. Syst., 2011

Early Deterioration Warning for Hospitalized Patients by Mining Clinical Data.

Yi Mao, Yixin Chen, Gregory Hackmann, Minmin Chen, Chenyang Lu, Marin Kollef, Thomas C. Bailey

Int. J. Knowl. Discov. Bioinform., 2011

Theory and Algorithms for Partial Order Based Reduction in Planning

You Xu, Yixin Chen, Qiang Lu, Ruoyun Huang

CoRR, 2011

End-to-End Delay Analysis for Fixed Priority Scheduling in WirelessHART Networks.

Abusayeed Saifullah, You Xu, Chenyang Lu, Yixin Chen

Proceedings of the 17th IEEE Real-Time and Embedded Technology and Applications Symposium, 2011

Automatic Feature Decomposition for Single View Co-training.

Minmin Chen, Kilian Q. Weinberger, Yixin Chen

Proceedings of the 28th International Conference on Machine Learning, 2011

Medical Data Mining for Early Deterioration Warning in General Hospital Wards.

Yi Mao, Yixin Chen, Gregory Hackmann, Minmin Chen, Chenyang Lu, Marin Kollef, Thomas C. Bailey

Proceedings of the Data Mining Workshops (ICDMW), 2011

Towards Optimal Sensor Placement for Hot Server Detection in Data Centers.

Xiaodong Wang, Xiaorui Wang, Guoliang Xing, Jinzhu Chen, Cheng-Xian Lin, Yixin Chen

Proceedings of the 2011 International Conference on Distributed Computing Systems, 2011

Multiple-goal recognition based on planning.

Jianxia Chen, Yixin Chen, Eric Xu, Ruoyun Huang, Zheng Chen

Proceedings of the Eighth International Conference on Fuzzy Systems and Knowledge Discovery, 2011

Priority Assignment for Real-Time Flows in WirelessHART Networks.

Abusayeed Saifullah, You Xu, Chenyang Lu, Yixin Chen

Proceedings of the 23rd Euromicro Conference on Real-Time Systems, 2011

Can Cloud Computing Be Used for Planning? An Initial Study.

Qiang Lu, You Xu, Ruoyun Huang, Yixin Chen, Guoliang Chen

Proceedings of the IEEE 3rd International Conference on Cloud Computing Technology and Science, 2011

Improving context-aware query classification via adaptive self-training.

Minmin Chen, Jian-Tao Sun, Xiaochuan Ni, Yixin Chen

Proceedings of the 20th ACM Conference on Information and Knowledge Management, 2011

Image Feature Selection Based on Ant Colony Optimization.

Ling Chen, Bolun Chen, Yixin Chen

Proceedings of the AI 2011: Advances in Artificial Intelligence, 2011

Optimal design-space exploration of streaming applications.

Shobana Padmanabhan, Yixin Chen, Roger D. Chamberlain

Proceedings of the 22nd IEEE International Conference on Application-specific Systems, 2011

2010

Preface to special issue on applications of automated planning.

Yixin Chen

ACM Trans. Intell. Syst. Technol., 2010

Modeling radiation-induced lung injury risk with an ensemble of support vector machines.

Todd W. Schiller, Yixin Chen, Issam El-Naqa, Joseph O. Deasy

Neurocomputing, 2010

Extended duality for nonlinear programming.

Yixin Chen, Minmin Chen

Comput. Optim. Appl., 2010

Real-Time Scheduling for WirelessHART Networks.

Abusayeed Saifullah, You Xu, Chenyang Lu, Yixin Chen

Proceedings of the 31st IEEE Real-Time Systems Symposium, 2010

Near optimal multi-application allocation in shared sensor networks.

You Xu, Abusayeed Saifullah, Yixin Chen, Chenyang Lu, Sangeeta Bhattacharya

Proceedings of the 11th ACM Interational Symposium on Mobile Ad Hoc Networking and Computing, 2010

A Novel Transition Based Encoding Scheme for Planning as Satisfiability.

Ruoyun Huang, Yixin Chen, Weixiong Zhang

Proceedings of the Twenty-Fourth AAAI Conference on Artificial Intelligence, 2010

2009

Compression and Aggregation for Logistic Regression Analysis in Data Cubes.

Ruibin Xi, Nan Lin, Yixin Chen

IEEE Trans. Knowl. Data Eng., 2009

Stream data clustering based on grid density and attraction.

Li Tu, Yixin Chen

ACM Trans. Knowl. Discov. Data, 2009

Generalized Latent Class Analysis Based on Model Dominance Theory.

Yixin Chen, Dong Hua, Fang Liu

Int. J. Artif. Intell. Tools, 2009

Long-distance mutual exclusion for planning.

Yixin Chen, Ruoyun Huang, Zhao Xing, Weixiong Zhang

Artif. Intell., 2009

Constrained optimization for validation-guided conditional random field learning.

Minmin Chen, Yixin Chen, Michael R. Brent, Aaron E. Tenney

Proceedings of the 15th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, Paris, France, June 28, 2009

Completeness and Optimality Preserving Reduction for Planning.

Yixin Chen, Guohui Yao

Proceedings of the IJCAI 2009, 2009

Stratified Planning.

Yixin Chen, You Xu, Guohui Yao

Proceedings of the IJCAI 2009, 2009

Gradient-Based Feature Selection for Conditional Random Fields and its Applications in Computational Genetics.

Minmin Chen, Yixin Chen, Michael R. Brent, Aaron E. Tenney

Proceedings of the ICTAI 2009, 2009

Improving Clinical Relevance in Ensemble Support Vector Machine Models of Radiation Pneumonitis Risk.

Todd W. Schiller, Yixin Chen, Issam El-Naqa, Joseph O. Deasy

Proceedings of the International Conference on Machine Learning and Applications, 2009

An Optimal Temporally Expressive Planner: Initial Results and Application to P2P Network Optimization.

Ruoyun Huang, Yixin Chen, Weixiong Zhang

Proceedings of the 19th International Conference on Automated Planning and Scheduling, 2009

2008

Fast Sensor Placement Algorithms for Fusion-Based Target Detection.

Zhaohui Yuan, Rui Tan, Guoliang Xing, Chenyang Lu, Yixin Chen, Jianping Wang

Proceedings of the 29th IEEE Real-Time Systems Symposium, 2008

Dominance of Bayesian Networks and Efficient Learning of Generalized Latent Class Models.

Yixin Chen, Dong Hua, Fang Liu

Proceedings of the 20th IEEE International Conference on Tools with Artificial Intelligence (ICTAI 2008), 2008

Convergence of Ant Colony Optimization on First-order Deceptive Systems.

Yixin Chen, Haiying Sun

Proceedings of the 2008 IEEE International Conference on Granular Computing, 2008

Fast Planning by Search in Domain Transition Graph.

Yixin Chen, Ruoyun Huang, Weixiong Zhang

Proceedings of the Twenty-Third AAAI Conference on Artificial Intelligence, 2008

CRF-OPT: An Efficient High-Quality Conditional Random Field Solver.

Minmin Chen, Yixin Chen, Michael R. Brent

Proceedings of the Twenty-Third AAAI Conference on Artificial Intelligence, 2008

2007

Multi-Dimensional Analysis of Data Streams Using Stream Cubes.

Jiawei Han, Yandong Cai, Yixin Chen, Guozhu Dong, Jian Pei, Benjamin W. Wah, Jianyong Wang

Proceedings of the Data Streams - Models and Algorithms, 2007

Simulated annealing with asymptotic convergence for nonlinear constrained optimization.

Benjamin W. Wah, Yixin Chen, Tao Wang

J. Glob. Optim., 2007

Subgoal Ordering and Granularity Control for Incremental Planning.

Chih-Wei Hsu, Yixin Chen, Benjamin W. Wah

Int. J. Artif. Intell. Tools, 2007

Density-based clustering for real-time stream data.

Yixin Chen, Li Tu

Proceedings of the 13th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2007

Constraint Partitioning for Solving Planning Problems with Trajectory Constraints and Goal Preferences.

Chih-Wei Hsu, Benjamin W. Wah, Ruoyun Huang, Yixin Chen

Proceedings of the IJCAI 2007, 2007

Long-Distance Mutual Exclusion for Propositional Planning.

Yixin Chen, Zhao Xing, Weixiong Zhang

Proceedings of the IJCAI 2007, 2007

PHC: A Rapid Parallel Hierarchical Cubing Algorithm on High Dimensional OLAP.

Kongfa Hu, Ling Chen, Yixin Chen

Proceedings of the Algorithms and Architectures for Parallel Processing, 2007

2006

Regression Cubes with Lossless Compression and Aggregation.

Yixin Chen, Guozhu Dong, Jiawei Han, Jian Pei, Benjamin W. Wah, Jianyong Wang

IEEE Trans. Knowl. Data Eng., 2006

Temporal Planning using Subgoal Partitioning and Resolution in SGPlan.

Yixin Chen, Benjamin W. Wah, Chih-Wei Hsu

J. Artif. Intell. Res., 2006

An improved ant colony algorithm with diversified solutions based on the immune strategy.

Ling Qin, Yi Pan, Ling Chen, Yixin Chen

BMC Bioinform., 2006

A novel approach to phylogenetic tree construction using stochastic optimization and clustering.

Ling Qin, Yixin Chen, Yi Pan, Ling Chen

BMC Bioinform., 2006

A fast parallel algorithm for finding the longest common sequence of multiple biosequences.

Yixin Chen, Andrew Wan, Wei Liu

BMC Bioinform., 2006

Constraint partitioning in penalty formulations for solving temporal planning problems.

Benjamin W. Wah, Yixin Chen

Artif. Intell., 2006

A New Optimization Algorithm Based on Ant Colony System with Density Control Strategy.

Ling Qin, Yixin Chen, Ling Chen, Yuan Yao

Proceedings of the Advances in Neural Networks - ISNN 2006, Third International Symposium on Neural Networks, Chengdu, China, May 28, 2006

Solving Constrained Nonlinear Optimization Problems Through Constraint Partitioning.

Yixin Chen

Proceedings of the International Symposium on Artificial Intelligence and Mathematics, 2006

A New Way of Solving Multiple Constrained QoS Multi-routing Problems.

Ling Qin, Yixin Chen, Jianli Luo, Jing Guo, Ling Chen

Proceedings of the Interdisciplinary and Multidisciplinary Research in Computer Science, 2006

Diversity Guaranteed Ant Colony Algorithm Based on Immune Strategy.

Ling Qin, Yixin Chen, Jianli Luo, Ling Chen, Jing Guo

Proceedings of the Interdisciplinary and Multidisciplinary Research in Computer Science, 2006

A Fast Parallel Longest Common Subsequence Algorithm Based on Pruning Rules.

Wei Liu, Yixin Chen, Ling Chen, Ling Qin

Proceedings of the Interdisciplinary and Multidisciplinary Research in Computer Science, 2006

Constrained Global Optimization by Constraint Partitioning and Simulated Annealing.

Benjamin W. Wah, Yixin Chen, Andrew Wan

Proceedings of the 18th IEEE International Conference on Tools with Artificial Intelligence (ICTAI 2006), 2006

Multiple Sequence Alignment by Ant Colony Optimization and Divide-and-Conquer.

Yixin Chen, Yi Pan, Juan Chen, Wei Liu, Ling Chen

Proceedings of the Computational Science, 2006

An improved ant colony algorithm with biological characteristics.

Ling Qin, Yixin Chen, Ling Chen, Yan Wu

Proceedings of the 2006 IEEE International Conference on Granular Computing, 2006

Parallel ant colony algorithm for mining classification rules.

Yixin Chen, Ling Chen, Li Tu

Proceedings of the 2006 IEEE International Conference on Granular Computing, 2006

An Efficient Hybrid Strategy for Temporal Planning.

Zhao Xing, Yixin Chen, Weixiong Zhang

Proceedings of the Integration of AI and OR Techniques in Constraint Programming for Combinatorial Optimization Problems, 2006

Optimal STRIPS Planning by Maximum Satisfiability and Accumulative Learning.

Zhao Xing, Yixin Chen, Weixiong Zhang

Proceedings of the Sixteenth International Conference on Automated Planning and Scheduling, 2006

Partitioned optimization algorithms for multiple sequence alignment.

Yixin Chen, Yi Pan, Juan Chen, Wei Liu, Ling Chen

Proceedings of the 20th International Conference on Advanced Information Networking and Applications (AINA 2006), 2006

2005

Solving Nonlinear Constrained Optimization Problems Through Constraint Partitioning

Yixin Chen

PhD thesis, 2005

Stream Cube: An Architecture for Multi-Dimensional Analysis of Data Streams.

Jiawei Han, Yixin Chen, Guozhu Dong, Jian Pei, Benjamin W. Wah, Jianyong Wang, Y. Dora Cai

Distributed Parallel Databases, 2005

Subgoal Ordering and Granularity Control for Incremental Planning.

Chih-Wei Hsu, Yixin Chen

Proceedings of the 17th IEEE International Conference on Tools with Artificial Intelligence (ICTAI 2005), 2005

An Ant Clustering Method for a Dynamic Database.

Ling Chen, Li Tu, Yixin Chen

Proceedings of the Advances in Machine Learning and Cybernetics, 2005

Solving Large-Scale Nonlinear Programming Problems by Constraint Partitioning.

Benjamin W. Wah, Yixin Chen

Proceedings of the Principles and Practice of Constraint Programming, 2005

2004

A Fast Efficient Parallel Hough Transform Algorithm on LARPBS.

Ling Chen, Hongjian Chen, Yi Pan, Yixin Chen

J. Supercomput., 2004

Subgoal Partitioning and Global Search for Solving Temporal Planning Problems in Mixed Space.

Benjamin W. Wah, Yixin Chen

Int. J. Artif. Intell. Tools, 2004

Efficient Parallel Algorithms for Euclidean Distance Transform.

Ling Chen, Yi Pan, Yixin Chen, Xiao-hua Xu

Comput. J., 2004

A Novel Ant Clustering Algorithm Based on Cellular Automata.

Ling Chen, Xiao-hua Xu, Yixin Chen, Ping He

Proceedings of the 2004 IEEE/WIC/ACM International Conference on Intelligent Agent Technology (IAT 2004), 2004

A⁴C: an adaptive artificial ants clustering algorithm.

Xiao-hua Xu, Ling Chen, Yixin Chen

Proceedings of the 2004 IEEE Symposium on Computational Intelligence in Bioinformatics and Computational Biology, 2004

2003

Hybrid Evolutionary And Annealing Algorithms For Nonlinear Discrete Constrained Optimization.

Benjamin W. Wah, Yixin Chen

Int. J. Comput. Intell. Appl., 2003

Step-by-Step Regression: A More Efficient Alternative for Polynomial Multiple Linear Regression in Stream Cube.

Chao Liu, Ming Zhang, Minrui Zheng, Yixin Chen

Proceedings of the Advances in Knowledge Discovery and Data Mining, 2003

Partitioning of Temporal Planning Problems in Mixed Space Using the Theory of Extended Saddle Points.

Benjamin W. Wah, Yixin Chen

Proceedings of the 15th IEEE International Conference on Tools with Artificial Intelligence (ICTAI 2003), 2003

Automated Planning and Scheduling using Calculus of Variations in Discrete Space.

Yixin Chen, Benjamin W. Wah

Proceedings of the Thirteenth International Conference on Automated Planning and Scheduling (ICAPS 2003), 2003

2002

Multi-Dimensional Regression Analysis of Time-Series Data Streams.

Yixin Chen, Guozhu Dong, Jiawei Han, Benjamin W. Wah, Jianyong Wang

Proceedings of 28th International Conference on Very Large Data Bases, 2002

Calculus of Variations in Discrete Space for Constrained Nonlinear Dynamic Optimization.

Yixin Chen, Benjamin W. Wah

Proceedings of the 14th IEEE International Conference on Tools with Artificial Intelligence (ICTAI 2002), 2002

Online Analytical Processing Stream Data: Is It Feasible?

Yixin Chen, Guozhu Dong, Jiawei Han, Jian Pei, Benjamin W. Wah, Jianyong Wang

Proceedings of the 2002 ACM SIGMOD Workshop on Research Issues in Data Mining and Knowledge Discovery, 2002

2001

Hybrid constrained simulated annealing and genetic algorithms for nonlinear constrained optimization.

Benjamin W. Wah, Yixin Chen

Proceedings of the 2001 Congress on Evolutionary Computation, 2001

2000

Constrained genetic algorithms and their applications in nonlinear constrained optimization.

Benjamin W. Wah, Yi-Xin Chen

Proceedings of the 12th IEEE International Conference on Tools with Artificial Intelligence (ICTAI 2000), 2000

Optimal Anytime Constrained Simulated Annealing for Constrained Global Optimization.

Benjamin W. Wah, Yi-Xin Chen

Proceedings of the Principles and Practice of Constraint Programming, 2000