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Yixin Chen 0001
Person information
- affiliation: Washington University, Department of Computer Science and Engineering, Saint Louis, MO, USA
- affiliation (former): University of Illinois at Urbana-Champaign, Department of Electrical and Computer Engineering, Urbana, IL, USA
Other persons with the same name
- Yixin Chen (aka: Yi-Xin Chen) — disambiguation page
- Yixin Chen 0002
— University of Mississippi, Department of Computer and Information Science, MS, USA (and 3 more)
- Yixin Chen 0003
— Peking University, Beijing, China (and 2 more)
- Yixin Chen 0004
— National University of Defense Technology, School of Computer, Changsha, China (and 1 more)
- Yi-Xin Chen 0005 (aka: Yixin Chen 0005) — Zhejiang University, Zhejiang Institute of Modern Physics and Department of Physics, Hangzhou, China
- Yixin Chen 0006
— University of Toronto, Canada
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2020 – today
- 2024
- [j77]Weijia Ju
, Yixin Chen, Ling Chen
, Bin Li:
Locating influence sources in social network by senders and receivers spaces mapping. Expert Syst. Appl. 248: 123327 (2024) - [j76]Zhenjie Yao
, Yixin Chen
, Jinwei Wang
, Junjuan Li
, Shuohua Chen
, Shouling Wu
, Yanhui Tu
, Minghui Zhao
, Luxia Zhang
:
Interpretable Trend Analysis Neural Networks for Longitudinal Data Analysis. ACM Trans. Comput. Heal. 5(2): 8:1-8:13 (2024) - [j75]Sandhya Tripathi, Bradley A. Fritz, Mohamed Abdelhack
, Michael S. Avidan, Yixin Chen
, Christopher Ryan King
:
Multi-view representation learning for tabular data integration using inter-feature relationships. J. Biomed. Informatics 151: 104602 (2024) - [j74]Guobing Zou
, Wenzhuo Yu
, Shengxiang Hu
, Yanglan Gan, Bofeng Zhang, Yixin Chen
:
FRLN: Federated Residual Ladder Network for Data-Protected QoS Prediction. IEEE Trans. Serv. Comput. 17(3): 963-976 (2024) - [c119]Hao Liu, Jiarui Feng, Lecheng Kong, Ningyue Liang, Dacheng Tao, Yixin Chen, Muhan Zhang:
One For All: Towards Training One Graph Model For All Classification Tasks. ICLR 2024 - [c118]Zehao Dong, Muhan Zhang, Philip R. O. Payne, Michael A. Province, Carlos Cruchaga, Tianyu Zhao, Fuhai Li, Yixin Chen:
Rethinking the Power of Graph Canonization in Graph Representation Learning with Stability. ICLR 2024 - [c117]Guozheng Ma, Lu Li, Sen Zhang, Zixuan Liu, Zhen Wang, Yixin Chen, Li Shen, Xueqian Wang, Dacheng Tao:
Revisiting Plasticity in Visual Reinforcement Learning: Data, Modules and Training Stages. ICLR 2024 - [c116]Anke Tang, Li Shen, Yong Luo, Yibing Zhan, Han Hu, Bo Du, Yixin Chen, Dacheng Tao:
Parameter-Efficient Multi-Task Model Fusion with Partial Linearization. ICLR 2024 - [c115]Xikun Zhang, Dongjin Song, Yixin Chen, Dacheng Tao:
Topology-aware Embedding Memory for Continual Learning on Expanding Networks. KDD 2024: 4326-4337 - [c114]Hao Liu
, Jiarui Feng
, Lecheng Kong
, Dacheng Tao
, Yixin Chen
, Muhan Zhang
:
Graph Contrastive Learning Meets Graph Meta Learning: A Unified Method for Few-shot Node Tasks. WWW 2024: 365-376 - [i48]Xikun Zhang, Dongjin Song, Yixin Chen, Dacheng Tao:
Topology-aware Embedding Memory for Learning on Expanding Graphs. CoRR abs/2401.13200 (2024) - [i47]Sicong Cao, Xiaobing Sun, Ratnadira Widyasari, David Lo, Xiaoxue Wu, Lili Bo, Jiale Zhang, Bin Li, Wei Liu, Di Wu, Yixin Chen:
A Systematic Literature Review on Explainability for Machine/Deep Learning-based Software Engineering Research. CoRR abs/2401.14617 (2024) - [i46]Zehao Dong, Yixin Chen, Tianyu Zhao:
DoseGNN: Improving the Performance of Deep Learning Models in Adaptive Dose-Volume Histogram Prediction through Graph Neural Networks. CoRR abs/2402.01076 (2024) - [i45]Shengxiang Hu, Guobing Zou, Song Yang, Yanglan Gan, Bofeng Zhang, Yixin Chen:
Large Language Model Meets Graph Neural Network in Knowledge Distillation. CoRR abs/2402.05894 (2024) - [i44]Zehao Dong, Yixin Chen, Hiram Gay, Yao Hao, Geoffrey D. Hugo, Pamela Samson, Tianyu Zhao:
Large-Language-Model Empowered Dose Volume Histogram Prediction for Intensity Modulated Radiotherapy. CoRR abs/2402.07167 (2024) - [i43]Zehao Dong, Qihang Zhao, Philip R. O. Payne, Michael A. Province, Carlos Cruchaga, Muhan Zhang, Tianyu Zhao, Yixin Chen, Fuhai Li:
Highly Accurate Disease Diagnosis and Highly Reproducible Biomarker Identification with PathFormer. CoRR abs/2402.07268 (2024) - [i42]Zehao Dong, Muhan Zhang, Yixin Chen:
SPGNN: Recognizing Salient Subgraph Patterns via Enhanced Graph Convolution and Pooling. CoRR abs/2404.13655 (2024) - [i41]Jiarui Feng, Hao Liu, Lecheng Kong, Yixin Chen, Muhan Zhang:
TAGLAS: An atlas of text-attributed graph datasets in the era of large graph and language models. CoRR abs/2406.14683 (2024) - [i40]Xikun Zhang, Dongjin Song, Yushan Jiang, Yixin Chen, Dacheng Tao:
Learning System Dynamics without Forgetting. CoRR abs/2407.00717 (2024) - 2023
- [j73]Yu Shao, Ling Chen
, Yixin Chen, Wei Liu, Caiyan Dai:
Identifying multiple influence sources in social networks based on latent space mapping. Inf. Sci. 635: 375-397 (2023) - [j72]Mohamed Abdelhack, Jiaming Zhang, Sandhya Tripathi, Bradley A. Fritz, Daniel Felsky, Michael Avidan, Yi-Xin Chen, Christopher Ryan King:
A Modulation Layer to Increase Neural Network Robustness Against Data Quality Issues. Trans. Mach. Learn. Res. 2023 (2023) - [j71]Guobing Zou
, Shaogang Wu, Shengxiang Hu
, Chenhong Cao
, Yanglan Gan
, Bofeng Zhang
, Yixin Chen
:
NCRL: Neighborhood-Based Collaborative Residual Learning for Adaptive QoS Prediction. IEEE Trans. Serv. Comput. 16(3): 2030-2043 (2023) - [j70]Guobing Zou
, Shiyi Lin
, Shengxiang Hu
, Shengyu Duan
, Yanglan Gan
, Bofeng Zhang
, Yixin Chen
:
FHC-DQP: Federated Hierarchical Clustering for Distributed QoS Prediction. IEEE Trans. Serv. Comput. 16(6): 4073-4086 (2023) - [c113]Chenfeng Zhao, Zehao Dong, Yixin Chen, Xuan Zhang, Roger D. Chamberlain
:
GNNHLS: Evaluating Graph Neural Network Inference via High-Level Synthesis. ICCD 2023: 574-577 - [c112]Zehao Dong, Weidong Cao, Muhan Zhang, Dacheng Tao, Yixin Chen, Xuan Zhang:
CktGNN: Circuit Graph Neural Network for Electronic Design Automation. ICLR 2023 - [c111]Guobing Zou, Shiyi Lin, Shengxiang Hu, Yanglan Gan, Bofeng Zhang, Yixin Chen:
MVGCL: Multi-View Graph Contrastive Learning for Service Recommendation. ICWS 2023: 677-686 - [c110]Anke Tang
, Yong Luo, Han Hu, Fengxiang He, Kehua Su, Bo Du, Yixin Chen, Dacheng Tao:
Improving Heterogeneous Model Reuse by Density Estimation. IJCAI 2023: 4244-4252 - [c109]Wenjie Xuan
, Shanshan Zhao
, Yu Yao
, Juhua Liu
, Tongliang Liu
, Yixin Chen
, Bo Du
, Dacheng Tao
:
PNT-Edge: Towards Robust Edge Detection with Noisy Labels by Learning Pixel-level Noise Transitions. ACM Multimedia 2023: 1924-1932 - [c108]Jiarui Feng, Lecheng Kong, Hao Liu, Dacheng Tao, Fuhai Li, Muhan Zhang, Yixin Chen:
Extending the Design Space of Graph Neural Networks by Rethinking Folklore Weisfeiler-Lehman. NeurIPS 2023 - [c107]Lecheng Kong, Jiarui Feng, Hao Liu, Dacheng Tao, Yixin Chen, Muhan Zhang:
MAG-GNN: Reinforcement Learning Boosted Graph Neural Network. NeurIPS 2023 - [i39]Lecheng Kong, Christopher Ryan King, Bradley A. Fritz, Yixin Chen:
A Multi-View Joint Learning Framework for Embedding Clinical Codes and Text Using Graph Neural Networks. CoRR abs/2301.11608 (2023) - [i38]Hao Liu, Muhan Zhang, Zehao Dong, Lecheng Kong, Yixin Chen, Bradley A. Fritz, Dacheng Tao, Christopher Ryan King:
Time Associated Meta Learning for Clinical Prediction. CoRR abs/2303.02570 (2023) - [i37]Shengxiang Hu, Guobing Zou, Shiyi Lin, Liangrui Wu, Chenyang Zhou, Bofeng Zhang, Yixin Chen:
Recurrent Transformer for Dynamic Graph Representation Learning with Edge Temporal States. CoRR abs/2304.10079 (2023) - [i36]Anke Tang
, Yong Luo, Han Hu, Fengxiang He, Kehua Su, Bo Du, Yixin Chen, Dacheng Tao:
Improving Heterogeneous Model Reuse by Density Estimation. CoRR abs/2305.13871 (2023) - [i35]Jiarui Feng, Lecheng Kong, Hao Liu, Dacheng Tao, Fuhai Li, Muhan Zhang, Yixin Chen:
Towards Arbitrarily Expressive GNNs in O(n2) Space by Rethinking Folklore Weisfeiler-Lehman. CoRR abs/2306.03266 (2023) - [i34]Wenjie Xuan, Shanshan Zhao, Yu Yao, Juhua Liu, Tongliang Liu, Yixin Chen, Bo Du, Dacheng Tao:
PNT-Edge: Towards Robust Edge Detection with Noisy Labels by Learning Pixel-level Noise Transitions. CoRR abs/2307.14070 (2023) - [i33]Zehao Dong, Weidong Cao, Muhan Zhang, Dacheng Tao, Yixin Chen, Xuan Zhang:
CktGNN: Circuit Graph Neural Network for Electronic Design Automation. CoRR abs/2308.16406 (2023) - [i32]Zehao Dong, Muhan Zhang, Qihang Zhao, Philip R. O. Payne, Michael A. Province, Carlos Cruchaga, Tianyu Zhao, Yixin Chen, Fuhai Li:
Universal Normalization Enhanced Graph Representation Learning for Gene Network Prediction. CoRR abs/2309.00738 (2023) - [i31]Hao Liu, Jiarui Feng, Lecheng Kong, Dacheng Tao, Yixin Chen, Muhan Zhang:
Graph Contrastive Learning Meets Graph Meta Learning: A Unified Method for Few-shot Node Tasks. CoRR abs/2309.10376 (2023) - [i30]Chenfeng Zhao, Zehao Dong, Yixin Chen, Xuan Zhang, Roger D. Chamberlain:
GNNHLS: Evaluating Graph Neural Network Inference via High-Level Synthesis. CoRR abs/2309.16022 (2023) - [i29]Hao Liu, Jiarui Feng, Lecheng Kong, Ningyue Liang, Dacheng Tao, Yixin Chen, Muhan Zhang:
One for All: Towards Training One Graph Model for All Classification Tasks. CoRR abs/2310.00149 (2023) - [i28]Anke Tang, Li Shen, Yong Luo, Yibing Zhan, Han Hu, Bo Du, Yixin Chen, Dacheng Tao:
Parameter Efficient Multi-task Model Fusion with Partial Linearization. CoRR abs/2310.04742 (2023) - [i27]Guozheng Ma, Lu Li, Sen Zhang, Zixuan Liu, Zhen Wang, Yixin Chen, Li Shen, Xueqian Wang, Dacheng Tao:
Revisiting Plasticity in Visual Reinforcement Learning: Data, Modules and Training Stages. CoRR abs/2310.07418 (2023) - [i26]Haibo Qiu, Baosheng Yu, Yixin Chen, Dacheng Tao:
PointHR: Exploring High-Resolution Architectures for 3D Point Cloud Segmentation. CoRR abs/2310.07743 (2023) - [i25]Lecheng Kong, Jiarui Feng, Hao Liu, Dacheng Tao, Yixin Chen, Muhan Zhang:
MAG-GNN: Reinforcement Learning Boosted Graph Neural Network. CoRR abs/2310.19142 (2023) - 2022
- [j69]Yu Shao, Ling Chen, Yixin Chen, Wei Liu:
Social influence source locating based on network sparsification and stratification. Expert Syst. Appl. 208: 118087 (2022) - [j68]Guobing Zou
, Tengfei Li, Ming Jiang, Shengxiang Hu, Chenhong Cao, Bofeng Zhang, Yanglan Gan, Yixin Chen
:
DeepTSQP: Temporal-aware service QoS prediction via deep neural network and feature integration. Knowl. Based Syst. 241: 108062 (2022) - [j67]Ling Chen
, Yuwei Wang, Yixin Chen
, Bin Li, Wei Liu:
Random walk-based algorithm for distance-aware influence maximization on multiple query locations. Knowl. Based Syst. 249: 108820 (2022) - [j66]Guobing Zou
, Song Yang, Shengyu Duan
, Bofeng Zhang
, Yanglan Gan
, Yixin Chen
:
DeepLTSC: Long-Tail Service Classification via Integrating Category Attentive Deep Neural Network and Feature Augmentation. IEEE Trans. Netw. Serv. Manag. 19(2): 922-935 (2022) - [c106]Bo Wu, Qian Xu, Zhenjie Yao, Yanhui Tu, Yixin Chen:
VAE-TCN hybrid model for KPI Anomaly Detection. APNOMS 2022: 1-6 - [c105]Zehao Dong, Muhan Zhang, Fuhai Li, Yixin Chen:
PACE: A Parallelizable Computation Encoder for Directed Acyclic Graphs. ICML 2022: 5360-5377 - [c104]Shengxiang Hu, Guobing Zou, Bofeng Zhang, Shaogang Wu, Shiyi Lin, Yanglan Gan, Yixin Chen:
Temporal-Aware QoS Prediction via Dynamic Graph Neural Collaborative Learning. ICSOC 2022: 125-133 - [c103]Bo Wu, Zhenjie Yao, Yanhui Tu, Yixin Chen:
A Dilated Transformer Network for Time Series Anomaly Detection. ICTAI 2022: 48-52 - [c102]Jiarui Feng, Yixin Chen, Fuhai Li, Anindya Sarkar, Muhan Zhang:
How Powerful are K-hop Message Passing Graph Neural Networks. NeurIPS 2022 - [c101]Lecheng Kong, Yixin Chen, Muhan Zhang:
Geodesic Graph Neural Network for Efficient Graph Representation Learning. NeurIPS 2022 - [i24]Zehao Dong, Muhan Zhang, Fuhai Li, Yixin Chen:
PACE: A Parallelizable Computation Encoder for Directed Acyclic Graphs. CoRR abs/2203.10304 (2022) - [i23]Jiarui Feng, Yixin Chen, Fuhai Li, Anindya Sarkar, Muhan Zhang:
How Powerful are K-hop Message Passing Graph Neural Networks. CoRR abs/2205.13328 (2022) - [i22]Sandhya Tripathi, Bradley A. Fritz, Mohamed Abdelhack, Michael S. Avidan, Yixin Chen, Christopher Ryan King:
Deep Learning to Jointly Schema Match, Impute, and Transform Databases. CoRR abs/2207.03536 (2022) - [i21]Zehao Dong, Yixin Chen, Philip R. O. Payne, Fuhai Li:
Interpreting mechanism of Synergism of drug combinations using attention based hierarchical graph pooling. CoRR abs/2209.09245 (2022) - [i20]Lecheng Kong, Yixin Chen, Muhan Zhang:
Geodesic Graph Neural Network for Efficient Graph Representation Learning. CoRR abs/2210.02636 (2022) - [i19]Sandhya Tripathi, Bradley A. Fritz, Michael S. Avidan, Yixin Chen, Christopher Ryan King:
Algorithmic Bias in Machine Learning Based Delirium Prediction. CoRR abs/2211.04442 (2022) - [i18]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:
Toward Efficient Language Model Pretraining and Downstream Adaptation via Self-Evolution: A Case Study on SuperGLUE. CoRR abs/2212.01853 (2022) - [i17]Shengchao Hu, Li Shen, Ya Zhang
, Yixin Chen, Dacheng Tao:
On Transforming Reinforcement Learning by Transformer: The Development Trajectory. CoRR abs/2212.14164 (2022) - 2021
- [j65]Heming Zhang, Yixin Chen, Fuhai Li:
Predicting Anticancer Drug Response With Deep Learning Constrained by Signaling Pathways. Frontiers Bioinform. 1 (2021) - [j64]Lixiang Li
, Yixin Chen, Haipeng Peng
, Yixian Yang
:
Chaotic Deep Network for Mobile D2D Communication. IEEE Internet Things J. 8(10): 8078-8096 (2021) - [j63]Ling Chen, Yuliang Zhang, Yixin Chen, Bin Li, Wei Liu:
Negative influence blocking maximization with uncertain sources under the independent cascade model. Inf. Sci. 564: 343-367 (2021) - [j62]Jia Su, Ling Chen, Yixin Chen
, Bin Li, Wei Liu:
Minimizing the seed set cost for influence spreading with the probabilistic guarantee. Knowl. Based Syst. 216: 106797 (2021) - [j61]Weijia Ju
, Ling Chen
, Bin Li, Yixin Chen, Xiaobing Sun:
Node deletion-based algorithm for blocking maximizing on negative influence from uncertain sources. Knowl. Based Syst. 231: 107451 (2021) - [c100]Zhenjie Yao, Yixin Chen, Jinwei Wang, Shouling Wu, Yanhui Tu, Minghui Zhao, Luxia Zhang:
Trend Analysis Neural Networks for Interpretable Analysis of Longitudinal Data. IEEE BigData 2021: 6061-6063 - [c99]Zhenjie Yao, Qian Xu, Yongrui Chen, Yanhui Tu, He Zhang, Yixin Chen:
Internet Traffic Forecasting using Temporal-Topological Graph Convolutional Networks. IJCNN 2021: 1-8 - [e2]Yixin Chen, Heiko Ludwig, Yicheng Tu, Usama M. Fayyad, Xingquan Zhu, Xiaohua Hu, Suren Byna, Xiong Liu, Jianping Zhang, Shirui Pan, Vagelis Papalexakis, Jianwu Wang, Alfredo Cuzzocrea, Carlos Ordonez:
2021 IEEE International Conference on Big Data (Big Data), Orlando, FL, USA, December 15-18, 2021. IEEE 2021, ISBN 978-1-6654-3902-2 [contents] - [i16]Zehao Dong, Heming Zhang, Yixin Chen, Fuhai Li:
Interpretable Drug Synergy Prediction with Graph Neural Networks for Human-AI Collaboration in Healthcare. CoRR abs/2105.07082 (2021) - [i15]Mohamed Abdelhack, Jiaming Zhang, Sandhya Tripathi, Bradley A. Fritz, Michael Avidan, Yixin Chen, Christopher Ryan King:
A Modulation Layer to Increase Neural Network Robustness Against Data Quality Issues. CoRR abs/2107.08574 (2021) - 2020
- [j60]Wei Liu
, Jie He, Ling Chen
, Byeungwoo Jeon
, Yixin Chen
:
A Random Walk Approach for Avoiding Unwanted Users in Competitive Social Network. IEEE Access 8: 82364-82381 (2020) - [j59]Nan Li
, Zhenjie Yao
, Yanhui Tu, Yixin Chen:
Cooperative Optimization for OFDMA Resource Allocation in Multi-RRH Millimeter-Wave CRAN. IEEE Access 8: 164035-164044 (2020) - [j58]Zhenjie Yao
, Jiangong Li, Zhaoyu Guan, Yancheng Ye, Yixin Chen:
Liver disease screening based on densely connected deep neural networks. Neural Networks 123: 299-304 (2020) - [j57]Jun Sheng, Ling Chen, Yixin Chen, Bin Li, Wei Liu:
Positive influence maximization in signed social networks under independent cascade model. Soft Comput. 24(19): 14287-14303 (2020) - [j56]Haishuai Wang, Jia Wu
, Xingquan Zhu
, Yixin Chen, Chengqi Zhang
:
Time-Variant Graph Classification. IEEE Trans. Syst. Man Cybern. Syst. 50(8): 2883-2896 (2020) - [c98]Mohamed Abdelhack, Christopher Ryan King, Bradley A. Fritz, Sandhya Tripathi, Yixin Chen, Michael Avidan:
Postoperative Mortality Prediction with and Without the Use of Intraoperative Features. AMIA 2020 - [c97]Yi Mao, Yun Li, Jiatai Sun, Yixin Chen:
Explainable Software vulnerability detection based on Attention-based Bidirectional Recurrent Neural Networks. IEEE BigData 2020: 4651-4656 - [c96]Muhan Zhang, Yixin Chen:
Inductive Matrix Completion Based on Graph Neural Networks. ICLR 2020 - [c95]Qian Xu, Zhenjie Yao, Yanhui Tu, Yixin Chen:
Attention-Based Multi-component LSTM for Internet Traffic Prediction. ICONIP (5) 2020: 770-777 - [c94]Muhan Zhang, Christopher Ryan King, Michael Avidan, Yixin Chen:
Hierarchical Attention Propagation for Healthcare Representation Learning. KDD 2020: 249-256 - [i14]Sandhya Tripathi, Bradley A. Fritz, Mohamed Abdelhack, Michael S. Avidan, Yixin Chen, Christopher Ryan King:
(Un)fairness in Post-operative Complication Prediction Models. CoRR abs/2011.02036 (2020)
2010 – 2019
- 2019
- [j55]Chao Fang
, Haipeng Yao, Zhuwei Wang, Pengbo Si, Yixin Chen, Xiaodong Wang, F. Richard Yu:
Edge Cache-Based ISP-CP Collaboration Scheme for Content Delivery Services. IEEE Access 7: 5277-5284 (2019) - [j54]Haishuai Wang, Qin Zhang, Jia Wu
, Shirui Pan
, Yixin Chen:
Time series feature learning with labeled and unlabeled data. Pattern Recognit. 89: 55-66 (2019) - [j53]Haishuai Wang
, Jia Wu
, Peng Zhang, Yixin Chen:
Learning Shapelet Patterns from Network-Based Time Series. IEEE Trans. Ind. Informatics 15(7): 3864-3876 (2019) - [c93]Zhicheng Cui, Bradley A. Fritz, Christopher Ryan King, Michael Avidan, Yixin Chen:
A Factored Generalized Additive Model for Clinical Decision Support in the Operating Room. AMIA 2019 - [c92]Muhan Zhang, Shali Jiang, Zhicheng Cui, Roman Garnett, Yixin Chen:
D-VAE: A Variational Autoencoder for Directed Acyclic Graphs. NeurIPS 2019: 1586-1598 - [i13]Muhan Zhang, Shali Jiang, Zhicheng Cui, Roman Garnett, Yixin Chen:
D-VAE: A Variational Autoencoder for Directed Acyclic Graphs. CoRR abs/1904.11088 (2019) - [i12]Muhan Zhang, Yixin Chen:
Inductive Graph Pattern Learning for Recommender Systems Based on a Graph Neural Network. CoRR abs/1904.12058 (2019) - [i11]Zhicheng Cui, Bradley A. Fritz, Christopher Ryan King, Michael S. Avidan, Yixin Chen:
A Factored Generalized Additive Model for Clinical Decision Support in the Operating Room. CoRR abs/1907.12596 (2019) - [i10]Christopher Ryan King
, Joanna Abraham, Thomas George Kannampallil
, Bradley A. Fritz
, Arbi Ben Abdallah, Yixin Chen, Bernadette Henrichs
, Mary C. Politi, Brian A. Torres, Angela Mickle
, Thaddeus P. Budelier
, Sherry McKinnon, Stephen Gregory, Sachin Kheterpal, Troy Wildes
, Michael S. Avidan
, TECTONICS Research Group:
Protocol for the Effectiveness of an Anesthesiology Control Tower System in Improving Perioperative Quality Metrics and Clinical Outcomes: the TECTONICS randomized, pragmatic trial. F1000Research 8: 2032 (2019) - 2018
- [j52]Qiang Lv, Yixin Chen, Zhaorong Li, Zhicheng Cui, Ling Chen, Xing Zhang, Haihua Shen:
Achieving data-driven actionability by combining learning and planning. Frontiers Comput. Sci. 12(5): 939-949 (2018) - [j51]Zhenjie Yao
, Jie Bi, Yixin Chen:
Applying Deep Learning to Individual and Community Health Monitoring Data: A Survey. Int. J. Autom. Comput. 15(6): 643-655 (2018) - [j50]Haishuai Wang
, Zhicheng Cui, Yixin Chen, Michael Avidan
, Arbi Ben Abdallah, Alexander Kronzer:
Predicting Hospital Readmission via Cost-Sensitive Deep Learning. IEEE ACM Trans. Comput. Biol. Bioinform. 15(6): 1968-1978 (2018) - [c91]Muhan Zhang, Zhicheng Cui, Shali Jiang, Yixin Chen:
Beyond Link Prediction: Predicting Hyperlinks in Adjacency Space. AAAI 2018: 4430-4437 - [c90]Muhan Zhang, Zhicheng Cui, Marion Neumann, Yixin Chen:
An End-to-End Deep Learning Architecture for Graph Classification. AAAI 2018: 4438-4445 - [c89]Ke Xu, Shunan Guo, Nan Cao, David Gotz, Aiwen Xu, Huamin Qu, Zhenjie Yao, Yixin Chen:
ECGLens: Interactive Visual Exploration of Large Scale ECG Data for Arrhythmia Detection. CHI 2018: 663 - [c88]Zhicheng Cui, Muhan Zhang, Yixin Chen:
Deep Embedding Logistic Regression. ICBK 2018: 176-183 - [c87]Muhan Zhang, Yixin Chen:
Link Prediction Based on Graph Neural Networks. NeurIPS 2018: 5171-5181 - [i9]Muhan Zhang, Yixin Chen:
Link Prediction Based on Graph Neural Networks. CoRR abs/1802.09691 (2018) - 2017
- [j49]Tolutola Oyetunde
, Muhan Zhang, Yixin Chen, Yinjie J. Tang, Cynthia Lo
:
BoostGAPFILL: improving the fidelity of metabolic network reconstructions through integrated constraint and pattern-based methods. Bioinform. 33(4): 608-611 (2017) - [j48]Qiang Lu, Zhicheng Cui, Yixin Chen, Xiaoping Chen:
Extracting optimal actionable plans from additive tree models. Frontiers Comput. Sci. 11(1): 160-173 (2017) - [c86]Zhenjie Yao, Zhiyong Zhu, Yixin Chen:
Atrial fibrillation detection by multi-scale convolutional neural networks. FUSION 2017: 1-6 - [c85]Qin Fang, Jianxia Chen, Zhongbao Ma, Chao Li, Jie Zhang, Yixin Chen, Qiang Lv:
A novel HashedNets model based on the efficient hyperparameter optimization. ICSAI 2017: 1146-1151 - [c84]Jianxia Chen, Yue Zhang, Chao Li, Qin Fang, Jie Zhang, Yixin Chen, Qiang Lv:
Fault analysis of multiple transmission lines based on density-based logistic regression. ICSAI 2017: 1498-1502 - [c83]Muhan Zhang, Yixin Chen:
Weisfeiler-Lehman Neural Machine for Link Prediction. KDD 2017: 575-583 - 2016
- [j47]Lian He, Stephen Gang Wu, Muhan Zhang, Yixin Chen, Yinjie J. Tang:
WUFlux: an open-source platform for 13C metabolic flux analysis of bacterial metabolism. BMC Bioinform. 17: 444:1-444:7 (2016) - [j46]Chenyang Lu, Abusayeed Saifullah, Bo Li, Mo Sha, Humberto González, Dolvara Gunatilaka, Chengjie Wu, Lanshun Nie, Yixin Chen:
Real-Time Wireless Sensor-Actuator Networks for Industrial Cyber-Physical Systems. Proc. IEEE 104(5): 1013-1024 (2016) - [c82]Zhifeng Wu, Yixin Chen:
Link prediction using matrix factorization with bagging. ICIS 2016: 1-6 - [c81]Qiang Lu, You Xu, Yixin Chen, Ruoyun Huang, Ling Chen:
Enhancing State Space Search for Planning by Monte-Carlo Random Walk Exploration. IDEAL 2016: 37-45 - [c80]Chengjie Wu, Dolvara Gunatilaka, Abusayeed Saifullah, Mo Sha, Paras Babu Tiwari, Chenyang Lu, Yixin Chen:
Maximizing Network Lifetime of WirelessHART Networks under Graph Routing. IoTDI 2016: 176-186 - [c79]Wenlin Chen, James T. Wilson
, Stephen Tyree, Kilian Q. Weinberger, Yixin Chen:
Compressing Convolutional Neural Networks in the Frequency Domain. KDD 2016: 1475-1484 - [i8]Zhicheng Cui, Wenlin Chen, Yixin Chen:
Multi-Scale Convolutional Neural Networks for Time Series Classification. CoRR abs/1603.06995 (2016) - [i7]Muhan Zhang, Zhicheng Cui, Tolutola Oyetunde, Yinjie J. Tang, Yixin Chen:
Recovering Metabolic Networks using A Novel Hyperlink Prediction Method. CoRR abs/1610.06941 (2016) - [i6]Qiang Lyu, Yixin Chen, Zhaorong Li, Zhicheng Cui, Ling Chen, Xing Zhang, Haihua Shen:
Extracting Actionability from Machine Learning Models by Sub-optimal Deterministic Planning. CoRR abs/1611.00873 (2016) - 2015
- [j45]Wenlin Chen, Yixin Chen, David K. Levine:
A unifying learning framework for building artificial game-playing agents. Ann. Math. Artif. Intell. 73(3-4): 335-358 (2015) - [j44]Abusayeed Saifullah, You Xu, Chenyang Lu, Yixin Chen:
End-to-End Communication Delay Analysis in Industrial Wireless Networks. IEEE Trans. Computers 64(5): 1361-1374 (2015) - [j43]Yujie He, Yi Mao, Wenlin Chen, Yixin Chen:
Nonlinear Metric Learning with Kernel Density Estimation. IEEE Trans. Knowl. Data Eng. 27(6): 1602-1614 (2015) - [c78]Quan Zhou, Wenlin Chen, Shiji Song, Jacob R. Gardner, Kilian Q. Weinberger, Yixin Chen:
A Reduction of the Elastic Net to Support Vector Machines with an Application to GPU Computing. AAAI 2015: 3210-3216 - [c77]Wenlin Chen, Yixin Chen, Kilian Q. Weinberger:
Filtered Search for Submodular Maximization with Controllable Approximation Bounds. AISTATS 2015 - [c76]Yuan Wang, Wenlin Chen, Kevin M. Heard, Marin Kollef, Thomas C. Bailey, Zhicheng Cui, Yujie He, Chenyang Lu, Yixin Chen:
Mortality Prediction in ICUs Using A Novel Time-Slicing Cox Regression Method. AMIA 2015 - [c75]Wenlin Chen, James T. Wilson, Stephen Tyree, Kilian Q. Weinberger, Yixin Chen:
Compressing Neural Networks with the Hashing Trick. ICML 2015: 2285-2294 - [c74]Zhicheng Cui, Wenlin Chen, Yujie He, Yixin Chen:
Optimal Action Extraction for Random Forests and Boosted Trees. KDD 2015: 179-188 - [c73]Abusayeed Saifullah, Dolvara Gunatilaka, Paras Babu Tiwari, Mo Sha, Chenyang Lu, Bo Li, Chengjie Wu, Yixin Chen:
Schedulability Analysis under Graph Routing in WirelessHART Networks. RTSS 2015: 165-174 - [i5]Wenlin Chen, James T. Wilson, Stephen Tyree, Kilian Q. Weinberger, Yixin Chen:
Compressing Neural Networks with the Hashing Trick. CoRR abs/1504.04788 (2015) - [i4]Wenlin Chen, James T. Wilson, Stephen Tyree, Kilian Q. Weinberger, Yixin Chen:
Compressing Convolutional Neural Networks. CoRR abs/1506.04449 (2015) - 2014
- [j42]Guobing Zou, Yanglan Gan, Yixin Chen, Bofeng Zhang, Ruoyun Huang, You Xu, Yang Xiang:
Towards automated choreography of Web services using planning in large scale service repositories. Appl. Intell. 41(2): 383-404 (2014) - [j41]Qiang Lu, Justin Wilson, Yixin Chen, Christopher D. Gill, Louis Thomas, Gruia-Catalin Roman, Guoliang Chen:
Situation-aware composition and execution in dynamic environments by automated planning. Eng. Appl. Artif. Intell. 35: 215-236 (2014) - [j40]Guobing Zou, Yanglan Gan, Yixin Chen, Bofeng Zhang:
Dynamic composition of Web services using efficient planners in large-scale service repository. Knowl. Based Syst. 62: 98-112 (2014) - [j39]Abusayeed Saifullah, Chengjie Wu, Paras Babu Tiwari, You Xu, Yong Fu, Chenyang Lu, Yixin Chen:
Near optimal rate selection for wireless control systems. ACM Trans. Embed. Comput. Syst. 13(4s): 128:1-128:25 (2014) - [j38]Abusayeed Saifullah, You Xu, Chenyang Lu, Yixin Chen:
Distributed Channel Allocation Protocols for Wireless Sensor Networks. IEEE Trans. Parallel Distributed Syst. 25(9): 2264-2274 (2014) - [j37]Guobing Zou, Qiang Lu, Yixin Chen, Ruoyun Huang, You Xu, Yang Xiang:
QoS-Aware Dynamic Composition of Web Services Using Numerical Temporal Planning. IEEE Trans. Serv. Comput. 7(1): 18-31 (2014) - [c72]Matt J. Kusner, Wenlin Chen, Quan Zhou, Zhixiang Eddie Xu, Kilian Q. Weinberger, Yixin Chen:
Feature-Cost Sensitive Learning with Submodular Trees of Classifiers. AAAI 2014: 1939-1945 - [c71]Yong Fu, Mo Sha, Chengjie Wu, Andrew Kutta, Anna Leavey, Chenyang Lu, Humberto González, Weining Wang
, Bill Drake, Yixin Chen, Pratim Biswas:
Thermal Modeling for a HVAC Controlled Real-Life Auditorium. ICDCS 2014: 73-82 - [c70]Syed Monowar Hossain, Amin Ahsan Ali, Md. Mahbubur Rahman, Emre Ertin, David H. Epstein, Ashley Kennedy, Kenzie Preston, Annie Umbricht, Yixin Chen, Santosh Kumar:
Identifying drug (cocaine) intake events from acute physiological response in the presence of free-living physical activity. IPSN 2014: 71-82 - [c69]Chengjie Wu, Mo Sha, Dolvara Gunatilaka, Abusayeed Saifullah, Chenyang Lu, Yixin Chen:
Analysis of EDF scheduling for Wireless Sensor-Actuator Networks. IWQoS 2014: 31-40 - [c68]Wenlin Chen, Yixin Chen, Kilian Q. Weinberger:
Fast flux discriminant for large-scale sparse nonlinear classification. KDD 2014: 621-630 - [i3]Ruoyun Huang, Yixin Chen, Weixiong Zhang:
SAS+ Planning as Satisfiability. CoRR abs/1401.4598 (2014) - [i2]Quan Zhou, Wenlin Chen, Shiji Song, Jacob R. Gardner, Kilian Q. Weinberger, Yixin Chen:
A Reduction of the Elastic Net to Support Vector Machines with an Application to GPU Computing. CoRR abs/1409.1976 (2014) - 2013
- [j36]Jianxia Chen, Yixin Chen, You Xu, Ruoyun Huang, Zheng Chen:
A Planning Approach to the Recognition of Multiple Goals. Int. J. Intell. Syst. 28(3): 203-216 (2013) - [j35]Wei Liu, Hanwu Chen, Ling Chen, Yixin Chen:
A Novel Ant Colony Optimization Based Algorithm for Identifying Gene Regulatory Elements. J. Comput. 8(3): 613-621 (2013) - [j34]Bolun Chen, Ling Chen, Yixin Chen:
Efficient ant colony optimization for image feature selection. Signal Process. 93(6): 1566-1576 (2013) - [j33]Qiang Lu, Ruoyun Huang, Yixin Chen, You Xu, Weixiong Zhang
, Guoliang Chen:
A SAT-based approach to cost-sensitive temporally expressive planning. ACM Trans. Intell. Syst. Technol. 5(1): 18:1-18:35 (2013) - [j32]Xueqi Cheng, Pan Du, Jiafeng Guo, Xiaofei Zhu, Yixin Chen:
Ranking on Data Manifold with Sink Points. IEEE Trans. Knowl. Data Eng. 25(1): 177-191 (2013) - [j31]Xiaodong Wang, Xiaorui Wang, Guoliang Xing, Jinzhu Chen, Cheng-Xian Lin
, Yixin Chen:
Intelligent Sensor Placement for Hot Server Detection in Data Centers. IEEE Trans. Parallel Distributed Syst. 24(8): 1577-1588 (2013) - [c67]Wenlin Chen, Yixin Chen, Kilian Q. Weinberger, Qiang Lu, Xiaoping Chen:
Goal-Oriented Euclidean Heuristics with Manifold Learning. AAAI 2013: 173-179 - [c66]Qiang Lu, Wenlin Chen, Yixin Chen, Kilian Q. Weinberger, Xiaoping Chen:
Utilizing Landmarks in Euclidean Heuristics for Optimal Planning. AAAI (Late-Breaking Developments) 2013 - [c65]Yujie He, Wenlin Chen, Yixin Chen, Yi Mao:
Kernel Density Metric Learning. ICDM 2013: 271-280 - [c64]Wenlin Chen, Kilian Q. Weinberger, Yixin Chen:
Maximum Variance Correction with Application to A* Search. ICML (1) 2013: 302-310 - [c63]Wenlin Chen, Yixin Chen, Yi Mao, Baolong Guo:
Density-based logistic regression. KDD 2013: 140-148 - [c62]Shobana Padmanabhan, Yixin Chen, Roger D. Chamberlain:
Decomposition techniques for optimal design-space exploration of streaming applications. PPoPP 2013: 285-286 - 2012
- [j30]Xueyang Feng, You Xu, Yixin Chen, Yinjie J. Tang:
MicrobesFlux: a web platform for drafting metabolic models from the KEGG database. BMC Syst. Biol. 6: 94 (2012) - [j29]Ruoyun Huang, Yixin Chen, Weixiong Zhang
:
SAS+ Planning as Satisfiability. J. Artif. Intell. Res. 43: 293-328 (2012) - [j28]Ling Chen, Yixin Chen, Li Tu:
A Fast and Efficient Algorithm for Finding Frequent Items over Data Stream. J. Comput. 7(7): 1545-1554 (2012) - [j27]Huawei Shen, Xueqi Cheng, Yuanzhuo Wang, Yixin Chen:
A Dimensionality Reduction Framework for Detection of Multiscale Structure in Heterogeneous Networks. J. Comput. Sci. Technol. 27(2): 341-357 (2012) - [j26]Xueyang Feng, You Xu, Yixin Chen, Yinjie J. Tang:
Integrating Flux Balance Analysis into Kinetic Models to Decipher the Dynamic Metabolism of Shewanella oneidensis MR-1. PLoS Comput. Biol. 8(2) (2012) - [c61]Guobing Zou, Yixin Chen, You Xu, Ruoyun Huang, Yang Xiang:
Towards Automated Choreographing of Web Services Using Planning. AAAI 2012: 178-184 - [c60]Caiyan Dai, Ling Chen, Yixin Chen, Keming Tang:
An Efficient Algorithm for top-k Queries on Uncertain Data Streams. ICMLA (1) 2012: 294-299 - [c59]Shobana Padmanabhan, Yixin Chen, Roger D. Chamberlain:
Convexity in Non-convex Optimizations of Streaming Applications. ICPADS 2012: 668-675 - [c58]Chengjie Wu, You Xu, Yixin Chen, Chenyang Lu:
Submodular game for distributed application allocation in shared sensor networks. INFOCOM 2012: 127-135 - [c57]Yi Mao, Wenlin Chen, Yixin Chen, Chenyang Lu, Marin Kollef, Thomas C. Bailey:
An integrated data mining approach to real-time clinical monitoring and deterioration warning. KDD 2012: 1140-1148 - [c56]Abusayeed Saifullah, Chengjie Wu, Paras Babu Tiwari, You Xu, Yong Fu, Chenyang Lu, Yixin Chen:
Near Optimal Rate Selection for Wireless Control Systems. IEEE Real-Time and Embedded Technology and Applications Symposium 2012: 231-240 - [c55]Rahav Dor, Gregory Hackmann, Zhicheng Yang
, Chenyang Lu, Yixin Chen, Marin Kollef, Thomas C. Bailey:
Experiences with an end-to-end wireless clinical monitoring system. Wireless Health 2012: 4:1-4:8 - 2011
- [j25]Yi Mao, Yixin Chen, Gregory Hackmann, Minmin Chen, Chenyang Lu, Marin Kollef, Thomas C. Bailey:
Early Deterioration Warning for Hospitalized Patients by Mining Clinical Data. Int. J. Knowl. Discov. Bioinform. 2(3): 1-20 (2011) - [j24]Ruibin Xi
, Nan Lin, Yixin Chen, Youngjin Kim:
Compression and aggregation of Bayesian estimates for data intensive computing. Knowl. Inf. Syst. 33(1): 191-212 (2011) - [j23]Haiying Wang
, Yixin Chen, Hepu Deng
, Lipo Wang:
Recent progress in natural computation and knowledge discovery: an ICNC'09-FSKD'09 special issue. Soft Comput. 15(5): 831-832 (2011) - [j22]Guobing Zou, Yang Xiang, Yanglan Gan, Yixin Chen:
A novel approach to annotating web service based on interface concept mapping and semantic expansion. Soft Comput. 15(5): 929-938 (2011) - [j21]Xiangmao Chang, Rui Tan, Guoliang Xing, Zhaohui Yuan, Chenyang Lu, Yixin Chen, Yixian Yang:
Sensor Placement Algorithms for Fusion-Based Surveillance Networks. IEEE Trans. Parallel Distributed Syst. 22(8): 1407-1414 (2011) - [c54]Shobana Padmanabhan, Yixin Chen, Roger D. Chamberlain:
Optimal design-space exploration of streaming applications. ASAP 2011: 227-230 - [c53]Ling Chen, Bolun Chen, Yixin Chen:
Image Feature Selection Based on Ant Colony Optimization. Australasian Conference on Artificial Intelligence 2011: 580-589 - [c52]Minmin Chen, Jian-Tao Sun, Xiaochuan Ni, Yixin Chen:
Improving context-aware query classification via adaptive self-training. CIKM 2011: 115-124 - [c51]Qiang Lu, You Xu, Ruoyun Huang, Yixin Chen, Guoliang Chen:
Can Cloud Computing Be Used for Planning? An Initial Study. CloudCom 2011: 1-8 - [c50]Abusayeed Saifullah, You Xu, Chenyang Lu, Yixin Chen:
Priority Assignment for Real-Time Flows in WirelessHART Networks. ECRTS 2011: 35-44 - [c49]Jianxia Chen, Yixin Chen, Eric Xu, Ruoyun Huang, Zheng Chen:
Multiple-goal recognition based on planning. FSKD 2011: 1386-1390 - [c48]Xiaodong Wang, Xiaorui Wang, Guoliang Xing, Jinzhu Chen, Cheng-Xian Lin
, Yixin Chen:
Towards Optimal Sensor Placement for Hot Server Detection in Data Centers. ICDCS 2011: 899-908 - [c47]Yi Mao, Yixin Chen, Gregory Hackmann, Minmin Chen, Chenyang Lu, Marin Kollef, Thomas C. Bailey:
Medical Data Mining for Early Deterioration Warning in General Hospital Wards. ICDM Workshops 2011: 1042-1049 - [c46]Minmin Chen, Kilian Q. Weinberger, Yixin Chen:
Automatic Feature Decomposition for Single View Co-training. ICML 2011: 953-960 - [c45]Abusayeed Saifullah, You Xu, Chenyang Lu, Yixin Chen:
End-to-End Delay Analysis for Fixed Priority Scheduling in WirelessHART Networks. IEEE Real-Time and Embedded Technology and Applications Symposium 2011: 13-22 - [i1]You Xu, Yixin Chen, Qiang Lu, Ruoyun Huang:
Theory and Algorithms for Partial Order Based Reduction in Planning. CoRR abs/1106.5427 (2011) - 2010
- [j20]Yixin Chen, Minmin Chen:
Extended duality for nonlinear programming. Comput. Optim. Appl. 47(1): 33-59 (2010) - [j19]Todd W. Schiller, Yixin Chen, Issam El-Naqa
, Joseph O. Deasy
:
Modeling radiation-induced lung injury risk with an ensemble of support vector machines. Neurocomputing 73(10-12): 1861-1867 (2010) - [j18]Yixin Chen:
Preface to special issue on applications of automated planning. ACM Trans. Intell. Syst. Technol. 1(2): 9:1-9:3 (2010) - [c44]Ruoyun Huang, Yixin Chen, Weixiong Zhang:
A Novel Transition Based Encoding Scheme for Planning as Satisfiability. AAAI 2010: 89-94 - [c43]You Xu, Abusayeed Saifullah, Yixin Chen, Chenyang Lu, Sangeeta Bhattacharya:
Near optimal multi-application allocation in shared sensor networks. MobiHoc 2010: 181-190 - [c42]Abusayeed Saifullah, You Xu, Chenyang Lu
, Yixin Chen:
Real-Time Scheduling for WirelessHART Networks. RTSS 2010: 150-159
2000 – 2009
- 2009
- [j17]Yixin Chen, Ruoyun Huang, Zhao Xing, Weixiong Zhang
:
Long-distance mutual exclusion for planning. Artif. Intell. 173(2): 365-391 (2009) - [j16]Yixin Chen, Dong Hua, Fang Liu:
Generalized Latent Class Analysis Based on Model Dominance Theory. Int. J. Artif. Intell. Tools 18(5): 739-755 (2009) - [j15]Li Tu, Yixin Chen:
Stream data clustering based on grid density and attraction. ACM Trans. Knowl. Discov. Data 3(3): 12:1-12:27 (2009) - [j14]Ruibin Xi
, Nan Lin, Yixin Chen:
Compression and Aggregation for Logistic Regression Analysis in Data Cubes. IEEE Trans. Knowl. Data Eng. 21(4): 479-492 (2009) - [c41]Ruoyun Huang, Yixin Chen, Weixiong Zhang:
An Optimal Temporally Expressive Planner: Initial Results and Application to P2P Network Optimization. ICAPS 2009 - [c40]Todd W. Schiller, Yixin Chen, Issam El-Naqa
, Joseph O. Deasy
:
Improving Clinical Relevance in Ensemble Support Vector Machine Models of Radiation Pneumonitis Risk. ICMLA 2009: 498-503 - [c39]Minmin Chen, Yixin Chen, Michael R. Brent, Aaron E. Tenney:
Gradient-Based Feature Selection for Conditional Random Fields and its Applications in Computational Genetics. ICTAI 2009: 750-757 - [c38]Yixin Chen, Guohui Yao:
Completeness and Optimality Preserving Reduction for Planning. IJCAI 2009: 1659-1664 - [c37]Yixin Chen, You Xu, Guohui Yao:
Stratified Planning. IJCAI 2009: 1665-1670 - [c36]Minmin Chen, Yixin Chen, Michael R. Brent, Aaron E. Tenney:
Constrained optimization for validation-guided conditional random field learning. KDD 2009: 189-198 - [e1]Yixin Chen, Hepu Deng, Degan Zhang, Yingyuan Xiao:
Sixth International Conference on Fuzzy Systems and Knowledge Discovery, FSKD 2009, Tianjin, China, 14-16 August 2009, 6 Volumes. IEEE Computer Society 2009, ISBN 978-0-7695-3735-1 [contents] - 2008
- [c35]Yixin Chen, Ruoyun Huang, Weixiong Zhang:
Fast Planning by Search in Domain Transition Graph. AAAI 2008: 886-891 - [c34]Minmin Chen, Yixin Chen, Michael R. Brent:
CRF-OPT: An Efficient High-Quality Conditional Random Field Solver. AAAI 2008: 1018-1023 - [c33]Yixin Chen, Haiying Sun:
Convergence of Ant Colony Optimization on First-order Deceptive Systems. GrC 2008: 158-163 - [c32]Yixin Chen, Dong Hua, Fang Liu:
Dominance of Bayesian Networks and Efficient Learning of Generalized Latent Class Models. ICTAI (1) 2008: 37-44 - [c31]Zhaohui Yuan, Rui Tan, Guoliang Xing, Chenyang Lu
, Yixin Chen, Jianping Wang
:
Fast Sensor Placement Algorithms for Fusion-Based Target Detection. RTSS 2008: 103-112 - 2007
- [j13]Chih-Wei Hsu, Yixin Chen, Benjamin W. Wah:
Subgoal Ordering and Granularity Control for Incremental Planning. Int. J. Artif. Intell. Tools 16(4): 707-723 (2007) - [j12]Benjamin W. Wah, Yixin Chen, Tao Wang:
Simulated annealing with asymptotic convergence for nonlinear constrained optimization. J. Glob. Optim. 39(1): 1-37 (2007) - [c30]Kongfa Hu, Ling Chen, Yixin Chen:
PHC: A Rapid Parallel Hierarchical Cubing Algorithm on High Dimensional OLAP. ICA3PP 2007: 72-82 - [c29]Yixin Chen, Zhao Xing, Weixiong Zhang:
Long-Distance Mutual Exclusion for Propositional Planning. IJCAI 2007: 1840-1845 - [c28]Chih-Wei Hsu, Benjamin W. Wah, Ruoyun Huang, Yixin Chen:
Constraint Partitioning for Solving Planning Problems with Trajectory Constraints and Goal Preferences. IJCAI 2007: 1924-1929 - [c27]Yixin Chen, Li Tu:
Density-based clustering for real-time stream data. KDD 2007: 133-142 - [p1]Jiawei Han, Yandong Cai, Yixin Chen, Guozhu Dong, Jian Pei, Benjamin W. Wah, Jianyong Wang:
Multi-Dimensional Analysis of Data Streams Using Stream Cubes. Data Streams - Models and Algorithms 2007: 103-125 - 2006
- [j11]Benjamin W. Wah, Yixin Chen:
Constraint partitioning in penalty formulations for solving temporal planning problems. Artif. Intell. 170(3): 187-231 (2006) - [j10]Yixin Chen, Andrew Wan, Wei Liu:
A fast parallel algorithm for finding the longest common sequence of multiple biosequences. BMC Bioinform. 7(S-4) (2006) - [j9]Ling Qin, Yixin Chen, Yi Pan, Ling Chen:
A novel approach to phylogenetic tree construction using stochastic optimization and clustering. BMC Bioinform. 7(S-4) (2006) - [j8]Ling Qin, Yi Pan, Ling Chen, Yixin Chen:
An improved ant colony algorithm with diversified solutions based on the immune strategy. BMC Bioinform. 7(S-4) (2006) - [j7]Yixin Chen, Benjamin W. Wah, Chih-Wei Hsu:
Temporal Planning using Subgoal Partitioning and Resolution in SGPlan. J. Artif. Intell. Res. 26: 323-369 (2006) - [j6]Yixin Chen, Guozhu Dong, Jiawei Han, Jian Pei
, Benjamin W. Wah, Jianyong Wang:
Regression Cubes with Lossless Compression and Aggregation. IEEE Trans. Knowl. Data Eng. 18(12): 1585-1599 (2006) - [c26]Yixin Chen, Yi Pan, Juan Chen, Wei Liu, Ling Chen:
Partitioned optimization algorithms for multiple sequence alignment. AINA (2) 2006: 618-622 - [c25]Zhao Xing, Yixin Chen, Weixiong Zhang:
Optimal STRIPS Planning by Maximum Satisfiability and Accumulative Learning. ICAPS 2006: 442-446 - [c24]Zhao Xing, Yixin Chen, Weixiong Zhang
:
An Efficient Hybrid Strategy for Temporal Planning. CPAIOR 2006: 273-287 - [c23]Yixin Chen, Ling Chen, Li Tu:
Parallel ant colony algorithm for mining classification rules. GrC 2006: 85-90 - [c22]Ling Qin, Yixin Chen, Ling Chen, Yan Wu:
An improved ant colony algorithm with biological characteristics. GrC 2006: 405-408 - [c21]Yixin Chen, Yi Pan, Juan Chen, Wei Liu, Ling Chen:
Multiple Sequence Alignment by Ant Colony Optimization and Divide-and-Conquer. International Conference on Computational Science (2) 2006: 646-653 - [c20]Benjamin W. Wah, Yixin Chen, Andrew Wan:
Constrained Global Optimization by Constraint Partitioning and Simulated Annealing. ICTAI 2006: 265-274 - [c19]Wei Liu, Yixin Chen, Ling Chen, Ling Qin:
A Fast Parallel Longest Common Subsequence Algorithm Based on Pruning Rules. IMSCCS (1) 2006: 27-34 - [c18]Ling Qin, Yixin Chen, Jianli Luo
, Ling Chen, Jing Guo:
Diversity Guaranteed Ant Colony Algorithm Based on Immune Strategy. IMSCCS (2) 2006: 217-223 - [c17]Ling Qin, Yixin Chen, Jianli Luo
, Jing Guo, Ling Chen:
A New Way of Solving Multiple Constrained QoS Multi-routing Problems. IMSCCS (1) 2006: 668-675 - [c16]Yixin Chen:
Solving Constrained Nonlinear Optimization Problems Through Constraint Partitioning. AI&M 2006 - [c15]Ling Qin, Yixin Chen, Ling Chen, Yuan Yao:
A New Optimization Algorithm Based on Ant Colony System with Density Control Strategy. ISNN (1) 2006: 385-390 - 2005
- [b1]Yixin Chen:
Solving Nonlinear Constrained Optimization Problems Through Constraint Partitioning. University of Illinois Urbana-Champaign, USA, 2005 - [j5]Jiawei Han, Yixin Chen, Guozhu Dong, Jian Pei
, Benjamin W. Wah, Jianyong Wang, Y. Dora Cai:
Stream Cube: An Architecture for Multi-Dimensional Analysis of Data Streams. Distributed Parallel Databases 18(2): 173-197 (2005) - [c14]Benjamin W. Wah, Yixin Chen:
Solving Large-Scale Nonlinear Programming Problems by Constraint Partitioning. CP 2005: 697-711 - [c13]Ling Chen, Li Tu, Yixin Chen:
An Ant Clustering Method for a Dynamic Database. ICMLC 2005: 169-178 - [c12]Chih-Wei Hsu, Yixin Chen:
Subgoal Ordering and Granularity Control for Incremental Planning. ICTAI 2005: 507-514 - 2004
- [j4]Ling Chen, Yi Pan, Yixin Chen, Xiao-hua Xu:
Efficient Parallel Algorithms for Euclidean Distance Transform. Comput. J. 47(6): 694-700 (2004) - [j3]Benjamin W. Wah, Yixin Chen:
Subgoal Partitioning and Global Search for Solving Temporal Planning Problems in Mixed Space. Int. J. Artif. Intell. Tools 13(4): 767-790 (2004) - [j2]Ling Chen, Hongjian Chen, Yi Pan, Yixin Chen:
A Fast Efficient Parallel Hough Transform Algorithm on LARPBS. J. Supercomput. 29(2): 185-195 (2004) - [c11]Xiao-hua Xu, Ling Chen, Yixin Chen:
A4C: an adaptive artificial ants clustering algorithm. CIBCB 2004: 268-275 - [c10]Ling Chen, Xiao-hua Xu, Yixin Chen, Ping He:
A Novel Ant Clustering Algorithm Based on Cellular Automata. IAT 2004: 148-154 - 2003
- [j1]Benjamin W. Wah, Yixin Chen:
Hybrid Evolutionary And Annealing Algorithms For Nonlinear Discrete Constrained Optimization. Int. J. Comput. Intell. Appl. 3(4): 331-355 (2003) - [c9]Yixin Chen, Benjamin W. Wah:
Automated Planning and Scheduling using Calculus of Variations in Discrete Space. ICAPS 2003: 2-11 - [c8]Benjamin W. Wah, Yixin Chen:
Partitioning of Temporal Planning Problems in Mixed Space Using the Theory of Extended Saddle Points. ICTAI 2003: 266-273 - [c7]Chao Liu, Ming Zhang, Minrui Zheng, Yixin Chen:
Step-by-Step Regression: A More Efficient Alternative for Polynomial Multiple Linear Regression in Stream Cube. PAKDD 2003: 437-448 - 2002
- [c6]Yixin Chen, Guozhu Dong, Jiawei Han, Jian Pei, Benjamin W. Wah, Jianyong Wang:
Online Analytical Processing Stream Data: Is It Feasible? DMKD 2002 - [c5]Yixin Chen, Benjamin W. Wah:
Calculus of Variations in Discrete Space for Constrained Nonlinear Dynamic Optimization. ICTAI 2002: 67-74 - [c4]Yixin Chen, Guozhu Dong, Jiawei Han, Benjamin W. Wah, Jianyong Wang:
Multi-Dimensional Regression Analysis of Time-Series Data Streams. VLDB 2002: 323-334 - 2001
- [c3]Benjamin W. Wah, Yixin Chen:
Hybrid constrained simulated annealing and genetic algorithms for nonlinear constrained optimization. CEC 2001: 925-932 - 2000
- [c2]Benjamin W. Wah, Yi-Xin Chen:
Optimal Anytime Constrained Simulated Annealing for Constrained Global Optimization. CP 2000: 425-440 - [c1]Benjamin W. Wah, Yi-Xin Chen:
Constrained genetic algorithms and their applications in nonlinear constrained optimization. ICTAI 2000: 286-293
Coauthor Index
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