Yixin Chen - RankMe

262 papers A* 51A 12B 15C 9Misc 8Journal 137Unranked 26

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	A Systematic Literature Review on Explainability for ML/DL-based Software Engineering. ACM Comput. Surv. Sicong Cao, Xiaobing Sun, Ratnadira Widyasari, David Lo, Xiaoxue Wu, Lili Bo, Jiale Zhang, Bin Li, Wei Liu, Di Wu, Yixin Chen
2025	J	`jnl`	A Greedy Descent Method for Budget Constrained Continuous Influence Maximization in Online Social Network. IEEE Trans. Comput. Soc. Syst. Wei Liu, Ziwei Deng, Yixin Chen, Ling Chen
2025	J	`jnl`	Combining Personalized Federated Hypernetworks and Shared Residual Learning for Distributed QoS Prediction. ACM Trans. Auton. Adapt. Syst. Guobing Zou, Shiyi Lin, Shaogang Wu, Shengxiang Hu, Song Yang, Yanglan Gan, Bofeng Zhang, Yixin Chen
2025	J	`jnl`	GACL: Graph Attention Collaborative Learning for Temporal QoS Prediction. IEEE Trans. Netw. Serv. Manag. Shengxiang Hu, Guobing Zou, Bofeng Zhang, Shaogang Wu, Shiyi Lin, Yanglan Gan, Yixin Chen
2025	J	`jnl`	GALAX: Graph-Augmented Language Model for Explainable Reinforcement-Guided Subgraph Reasoning in Precision Medicine. CoRR Heming Zhang, Di Huang, Wenyu Li, Michael A. Province, Yixin Chen, Philip R. O. Payne, Fuhai Li
2025	—	`conf`	GraphSeqLM: A Unified Graph Language Framework for Omic Graph Learning. WWW (Companion Volume) Heming Zhang, Di Huang, Yixin Chen, Fuhai Li
2025	J	`jnl`	KoGNER: A Novel Framework for Knowledge Graph Distillation on Biomedical Named Entity Recognition. CoRR Heming Zhang, Wenyu Li, Di Huang, Yinjie Tang, Yixin Chen, Philip R. O. Payne, Fuhai Li
2025	A*	`conf`	Large Language Model Meets Graph Neural Network in Knowledge Distillation. AAAI Shengxiang Hu, Guobing Zou, Song Yang, Shiyi Lin, Yanglan Gan, Bofeng Zhang, Yixin Chen
2025	J	`jnl`	Large Language Models Meet Graph Neural Networks for Text-Numeric Graph Reasoning. CoRR Haoran Song, Jiarui Feng, Guangfu Li, Michael A. Province, Philip R. O. Payne, Yixin Chen, Fuhai Li
2025	A*	`conf`	Learning system dynamics without forgetting. ICLR Xikun Zhang, Dongjin Song, Yushan Jiang, Yixin Chen, Dacheng Tao
2025	J	`jnl`	OmniCellTOSG: The First Cell Text-Omic Signaling Graphs Dataset for Joint LLM and GNN Modeling. CoRR Heming Zhang, Tim Xu, Dekang Cao, Shunning Liang, Lars Schimmelpfennig, Levi Kaster, Di Huang, Carlos Cruchaga, Guangfu Li, Michael A. Province, Yixin Chen, Philip R. O. Payne, Fuhai Li
2025	J	`jnl`	Privacy-Enhanced Federated Expanded Graph Learning for Secure QoS Prediction. IEEE Trans. Serv. Comput. Guobing Zou, Zhi Yan, Shengxiang Hu, Yanglan Gan, Bofeng Zhang, Yixin Chen
2024	J	`jnl`	A Systematic Literature Review on Explainability for Machine/Deep Learning-based Software Engineering Research. CoRR Sicong Cao, Xiaobing Sun, Ratnadira Widyasari, David Lo, Xiaoxue Wu, Lili Bo, Jiale Zhang, Bin Li, Wei Liu, Di Wu, Yixin Chen
2024	J	`jnl`	DoseGNN: Improving the Performance of Deep Learning Models in Adaptive Dose-Volume Histogram Prediction through Graph Neural Networks. CoRR Zehao Dong, Yixin Chen, Tianyu Zhao
2024	J	`jnl`	FRLN: Federated Residual Ladder Network for Data-Protected QoS Prediction. IEEE Trans. Serv. Comput. Guobing Zou, Wenzhuo Yu, Shengxiang Hu, Yanglan Gan, Bofeng Zhang, Yixin Chen
2024	A*	`conf`	Graph Contrastive Learning Meets Graph Meta Learning: A Unified Method for Few-shot Node Tasks. WWW Hao Liu, Jiarui Feng, Lecheng Kong, Dacheng Tao, Yixin Chen, Muhan Zhang
2024	J	`jnl`	GraphSeqLM: A Unified Graph Language Framework for Omic Graph Learning. CoRR Heming Zhang, Di Huang, Yixin Chen, Fuhai Li
2024	J	`jnl`	Highly Accurate Disease Diagnosis and Highly Reproducible Biomarker Identification with PathFormer. CoRR Zehao Dong, Qihang Zhao, Philip R. O. Payne, Michael A. Province, Carlos Cruchaga, Muhan Zhang, Tianyu Zhao, Yixin Chen, Fuhai Li
2024	J	`jnl`	Interpretable Trend Analysis Neural Networks for Longitudinal Data Analysis. ACM Trans. Comput. Heal. Zhenjie Yao, Yixin Chen, Jinwei Wang, Junjuan Li, Shuohua Chen, Shouling Wu, Yanhui Tu, Minghui Zhao, Luxia Zhang
2024	J	`jnl`	Large Language Model Meets Graph Neural Network in Knowledge Distillation. CoRR Shengxiang Hu, Guobing Zou, Song Yang, Yanglan Gan, Bofeng Zhang, Yixin Chen
2024	J	`jnl`	Large-Language-Model Empowered Dose Volume Histogram Prediction for Intensity Modulated Radiotherapy. CoRR Zehao Dong, Yixin Chen, Hiram Gay, Yao Hao, Geoffrey D. Hugo, Pamela Samson, Tianyu Zhao
2024	J	`jnl`	Learning System Dynamics without Forgetting. CoRR Xikun Zhang, Dongjin Song, Yushan Jiang, Yixin Chen, Dacheng Tao
2024	J	`jnl`	Locating influence sources in social network by senders and receivers spaces mapping. Expert Syst. Appl. Weijia Ju, Yixin Chen, Ling Chen, Bin Li
2024	J	`jnl`	Multi-view representation learning for tabular data integration using inter-feature relationships. J. Biomed. Informatics Sandhya Tripathi, Bradley A. Fritz, Mohamed Abdelhack, Michael S. Avidan, Yixin Chen, Christopher Ryan King
2024	J	`jnl`	On Transforming Reinforcement Learning With Transformers: The Development Trajectory. IEEE Trans. Pattern Anal. Mach. Intell. Shengchao Hu, Li Shen, Ya Zhang, Yixin Chen, Dacheng Tao
2024	A*	`conf`	One For All: Towards Training One Graph Model For All Classification Tasks. ICLR Hao Liu, Jiarui Feng, Lecheng Kong, Ningyue Liang, Dacheng Tao, Yixin Chen, Muhan Zhang
2024	A*	`conf`	Parameter-Efficient Multi-Task Model Fusion with Partial Linearization. ICLR Anke Tang, Li Shen, Yong Luo, Yibing Zhan, Han Hu, Bo Du, Yixin Chen, Dacheng Tao
2024	A*	`conf`	Rethinking the Power of Graph Canonization in Graph Representation Learning with Stability. ICLR Zehao Dong, Muhan Zhang, Philip R. O. Payne, Michael A. Province, Carlos Cruchaga, Tianyu Zhao, Fuhai Li, Yixin Chen
2024	A*	`conf`	Revisiting Plasticity in Visual Reinforcement Learning: Data, Modules and Training Stages. ICLR Guozheng Ma, Lu Li, Sen Zhang, Zixuan Liu, Zhen Wang, Yixin Chen, Li Shen, Xueqian Wang, Dacheng Tao
2024	J	`jnl`	SPGNN: Recognizing Salient Subgraph Patterns via Enhanced Graph Convolution and Pooling. CoRR Zehao Dong, Muhan Zhang, Yixin Chen
2024	A*	`conf`	Sheared Backpropagation for Fine-Tuning Foundation Models. CVPR Zhiyuan Yu, Li Shen, Liang Ding, Xinmei Tian, Yixin Chen, Dacheng Tao
2024	J	`jnl`	TAGLAS: An atlas of text-attributed graph datasets in the era of large graph and language models. CoRR Jiarui Feng, Hao Liu, Lecheng Kong, Yixin Chen, Muhan Zhang
2024	J	`jnl`	TRCF: Temporal Reinforced Collaborative Filtering for Time-Aware QoS Prediction. IEEE Trans. Serv. Comput. Guobing Zou, Yutao Huang, Shengxiang Hu, Yanglan Gan, Bofeng Zhang, Yixin Chen
2024	J	`jnl`	Target-Prompt Online Graph Collaborative Learning for Temporal QoS Prediction. CoRR Shengxiang Hu, Guobing Zou, Song Yang, Shiyi Lin, Bofeng Zhang, Yixin Chen
2024	A*	`conf`	Topology-aware Embedding Memory for Continual Learning on Expanding Networks. KDD Xikun Zhang, Dongjin Song, Yixin Chen, Dacheng Tao
2024	J	`jnl`	Topology-aware Embedding Memory for Learning on Expanding Graphs. CoRR Xikun Zhang, Dongjin Song, Yixin Chen, Dacheng Tao
2023	J	`jnl`	A Multi-View Joint Learning Framework for Embedding Clinical Codes and Text Using Graph Neural Networks. CoRR Lecheng Kong, Christopher Ryan King, Bradley A. Fritz, Yixin Chen
2023	A*	`conf`	CktGNN: Circuit Graph Neural Network for Electronic Design Automation. ICLR Zehao Dong, Weidong Cao, Muhan Zhang, Dacheng Tao, Yixin Chen, Xuan Zhang
2023	J	`jnl`	CktGNN: Circuit Graph Neural Network for Electronic Design Automation. CoRR Zehao Dong, Weidong Cao, Muhan Zhang, Dacheng Tao, Yixin Chen, Xuan Zhang
2023	A*	`conf`	Extending the Design Space of Graph Neural Networks by Rethinking Folklore Weisfeiler-Lehman. NeurIPS Jiarui Feng, Lecheng Kong, Hao Liu, Dacheng Tao, Fuhai Li, Muhan Zhang, Yixin Chen
2023	J	`jnl`	FHC-DQP: Federated Hierarchical Clustering for Distributed QoS Prediction. IEEE Trans. Serv. Comput. Guobing Zou, Shiyi Lin, Shengxiang Hu, Shengyu Duan, Yanglan Gan, Bofeng Zhang, Yixin Chen
2023	C	`conf`	GNNHLS: Evaluating Graph Neural Network Inference via High-Level Synthesis. ICCD Chenfeng Zhao, Zehao Dong, Yixin Chen, Xuan Zhang, Roger D. Chamberlain
2023	J	`jnl`	GNNHLS: Evaluating Graph Neural Network Inference via High-Level Synthesis. CoRR Chenfeng Zhao, Zehao Dong, Yixin Chen, Xuan Zhang, Roger D. Chamberlain
2023	J	`jnl`	Graph Contrastive Learning Meets Graph Meta Learning: A Unified Method for Few-shot Node Tasks. CoRR Hao Liu, Jiarui Feng, Lecheng Kong, Dacheng Tao, Yixin Chen, Muhan Zhang
2023	J	`jnl`	Identifying multiple influence sources in social networks based on latent space mapping. Inf. Sci. Yu Shao, Ling Chen, Yixin Chen, Wei Liu, Caiyan Dai
2023	A*	`conf`	Improving Heterogeneous Model Reuse by Density Estimation. IJCAI Anke Tang, Yong Luo, Han Hu, Fengxiang He, Kehua Su, Bo Du, Yixin Chen, Dacheng Tao
2023	J	`jnl`	Improving Heterogeneous Model Reuse by Density Estimation. CoRR Anke Tang, Yong Luo, Han Hu, Fengxiang He, Kehua Su, Bo Du, Yixin Chen, Dacheng Tao
2023	A*	`conf`	MAG-GNN: Reinforcement Learning Boosted Graph Neural Network. NeurIPS Lecheng Kong, Jiarui Feng, Hao Liu, Dacheng Tao, Yixin Chen, Muhan Zhang
2023	J	`jnl`	MAG-GNN: Reinforcement Learning Boosted Graph Neural Network. CoRR Lecheng Kong, Jiarui Feng, Hao Liu, Dacheng Tao, Yixin Chen, Muhan Zhang
2023	A	`conf`	MVGCL: Multi-View Graph Contrastive Learning for Service Recommendation. ICWS Guobing Zou, Shiyi Lin, Shengxiang Hu, Yanglan Gan, Bofeng Zhang, Yixin Chen
2023	J	`jnl`	NCRL: Neighborhood-Based Collaborative Residual Learning for Adaptive QoS Prediction. IEEE Trans. Serv. Comput. Guobing Zou, Shaogang Wu, Shengxiang Hu, Chenhong Cao, Yanglan Gan, Bofeng Zhang, Yixin Chen
2023	J	`jnl`	One for All: Towards Training One Graph Model for All Classification Tasks. CoRR Hao Liu, Jiarui Feng, Lecheng Kong, Ningyue Liang, Dacheng Tao, Yixin Chen, Muhan Zhang
2023	A*	`conf`	PNT-Edge: Towards Robust Edge Detection with Noisy Labels by Learning Pixel-level Noise Transitions. ACM Multimedia Wenjie Xuan, Shanshan Zhao, Yu Yao, Juhua Liu, Tongliang Liu, Yixin Chen, Bo Du, Dacheng Tao
2023	J	`jnl`	PNT-Edge: Towards Robust Edge Detection with Noisy Labels by Learning Pixel-level Noise Transitions. CoRR Wenjie Xuan, Shanshan Zhao, Yu Yao, Juhua Liu, Tongliang Liu, Yixin Chen, Bo Du, Dacheng Tao
2023	J	`jnl`	Parameter Efficient Multi-task Model Fusion with Partial Linearization. CoRR Anke Tang, Li Shen, Yong Luo, Yibing Zhan, Han Hu, Bo Du, Yixin Chen, Dacheng Tao
2023	J	`jnl`	PointHR: Exploring High-Resolution Architectures for 3D Point Cloud Segmentation. CoRR Haibo Qiu, Baosheng Yu, Yixin Chen, Dacheng Tao
2023	J	`jnl`	Recurrent Transformer for Dynamic Graph Representation Learning with Edge Temporal States. CoRR Shengxiang Hu, Guobing Zou, Shiyi Lin, Liangrui Wu, Chenyang Zhou, Bofeng Zhang, Yixin Chen
2023	J	`jnl`	Revisiting Plasticity in Visual Reinforcement Learning: Data, Modules and Training Stages. CoRR Guozheng Ma, Lu Li, Sen Zhang, Zixuan Liu, Zhen Wang, Yixin Chen, Li Shen, Xueqian Wang, Dacheng Tao
2023	J	`jnl`	Time Associated Meta Learning for Clinical Prediction. CoRR Hao Liu, Muhan Zhang, Zehao Dong, Lecheng Kong, Yixin Chen, Bradley A. Fritz, Dacheng Tao, Christopher Ryan King
2023	J	`jnl`	Towards Arbitrarily Expressive GNNs in O(n CoRR Jiarui Feng, Lecheng Kong, Hao Liu, Dacheng Tao, Fuhai Li, Muhan Zhang, Yixin Chen
2023	J	`jnl`	Universal Normalization Enhanced Graph Representation Learning for Gene Network Prediction. CoRR Zehao Dong, Muhan Zhang, Qihang Zhao, Philip R. O. Payne, Michael A. Province, Carlos Cruchaga, Tianyu Zhao, Yixin Chen, Fuhai Li
2022	B	`conf`	A Dilated Transformer Network for Time Series Anomaly Detection. ICTAI Bo Wu, Zhenjie Yao, Yanhui Tu, Yixin Chen
2022	J	`jnl`	Algorithmic Bias in Machine Learning Based Delirium Prediction. CoRR Sandhya Tripathi, Bradley A. Fritz, Michael S. Avidan, Yixin Chen, Christopher Ryan King
2022	J	`jnl`	Deep Learning to Jointly Schema Match, Impute, and Transform Databases. CoRR Sandhya Tripathi, Bradley A. Fritz, Mohamed Abdelhack, Michael S. Avidan, Yixin Chen, Christopher Ryan King
2022	J	`jnl`	DeepLTSC: Long-Tail Service Classification via Integrating Category Attentive Deep Neural Network and Feature Augmentation. IEEE Trans. Netw. Serv. Manag. Guobing Zou, Song Yang, Shengyu Duan, Bofeng Zhang, Yanglan Gan, Yixin Chen
2022	J	`jnl`	DeepTSQP: Temporal-aware service QoS prediction via deep neural network and feature integration. Knowl. Based Syst. Guobing Zou, Tengfei Li, Ming Jiang, Shengxiang Hu, Chenhong Cao, Bofeng Zhang, Yanglan Gan, Yixin Chen
2022	A*	`conf`	Geodesic Graph Neural Network for Efficient Graph Representation Learning. NeurIPS Lecheng Kong, Yixin Chen, Muhan Zhang
2022	J	`jnl`	Geodesic Graph Neural Network for Efficient Graph Representation Learning. CoRR Lecheng Kong, Yixin Chen, Muhan Zhang
2022	A*	`conf`	How Powerful are K-hop Message Passing Graph Neural Networks. NeurIPS Jiarui Feng, Yixin Chen, Fuhai Li, Anindya Sarkar, Muhan Zhang
2022	J	`jnl`	How Powerful are K-hop Message Passing Graph Neural Networks. CoRR Jiarui Feng, Yixin Chen, Fuhai Li, Anindya Sarkar, Muhan Zhang
2022	J	`jnl`	Interpreting mechanism of Synergism of drug combinations using attention based hierarchical graph pooling. CoRR Zehao Dong, Yixin Chen, Philip R. O. Payne, Fuhai Li
2022	J	`jnl`	On Transforming Reinforcement Learning by Transformer: The Development Trajectory. CoRR Shengchao Hu, Li Shen, Ya Zhang, Yixin Chen, Dacheng Tao
2022	A*	`conf`	PACE: A Parallelizable Computation Encoder for Directed Acyclic Graphs. ICML Zehao Dong, Muhan Zhang, Fuhai Li, Yixin Chen
2022	J	`jnl`	PACE: A Parallelizable Computation Encoder for Directed Acyclic Graphs. CoRR Zehao Dong, Muhan Zhang, Fuhai Li, Yixin Chen
2022	J	`jnl`	Random walk-based algorithm for distance-aware influence maximization on multiple query locations. Knowl. Based Syst. Ling Chen, Yuwei Wang, Yixin Chen, Bin Li, Wei Liu
2022	J	`jnl`	Social influence source locating based on network sparsification and stratification. Expert Syst. Appl. Yu Shao, Ling Chen, Yixin Chen, Wei Liu
2022	A	`conf`	Temporal-Aware QoS Prediction via Dynamic Graph Neural Collaborative Learning. ICSOC Shengxiang Hu, Guobing Zou, Bofeng Zhang, Shaogang Wu, Shiyi Lin, Yanglan Gan, Yixin Chen
2022	J	`jnl`	Toward Efficient Language Model Pretraining and Downstream Adaptation via Self-Evolution: A Case Study on SuperGLUE. CoRR 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
2022	C	`conf`	VAE-TCN hybrid model for KPI Anomaly Detection. APNOMS Bo Wu, Qian Xu, Zhenjie Yao, Yanhui Tu, Yixin Chen
2021	—	`ed.`	2021 IEEE International Conference on Big Data (Big Data), Orlando, FL, USA, December 15-18, 2021 IEEE BigData 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	J	`jnl`	A Modulation Layer to Increase Neural Network Robustness Against Data Quality Issues. CoRR Mohamed Abdelhack, Jiaming Zhang, Sandhya Tripathi, Bradley A. Fritz, Michael Avidan, Yixin Chen, Christopher Ryan King
2021	J	`jnl`	Chaotic Deep Network for Mobile D2D Communication. IEEE Internet Things J. Lixiang Li, Yixin Chen, Haipeng Peng, Yixian Yang
2021	B	`conf`	Internet Traffic Forecasting using Temporal-Topological Graph Convolutional Networks. IJCNN Zhenjie Yao, Qian Xu, Yongrui Chen, Yanhui Tu, He Zhang, Yixin Chen
2021	J	`jnl`	Interpretable Drug Synergy Prediction with Graph Neural Networks for Human-AI Collaboration in Healthcare. CoRR Zehao Dong, Heming Zhang, Yixin Chen, Fuhai Li
2021	J	`jnl`	Minimizing the seed set cost for influence spreading with the probabilistic guarantee. Knowl. Based Syst. Jia Su, Ling Chen, Yixin Chen, Bin Li, Wei Liu
2021	J	`jnl`	Negative influence blocking maximization with uncertain sources under the independent cascade model. Inf. Sci. Ling Chen, Yuliang Zhang, Yixin Chen, Bin Li, Wei Liu
2021	J	`jnl`	Node deletion-based algorithm for blocking maximizing on negative influence from uncertain sources. Knowl. Based Syst. Weijia Ju, Ling Chen, Bin Li, Yixin Chen, Xiaobing Sun
2021	J	`jnl`	Predicting Anticancer Drug Response With Deep Learning Constrained by Signaling Pathways. Frontiers Bioinform. Heming Zhang, Yixin Chen, Fuhai Li
2021	—	`conf`	Trend Analysis Neural Networks for Interpretable Analysis of Longitudinal Data. IEEE BigData Zhenjie Yao, Yixin Chen, Jinwei Wang, Shouling Wu, Yanhui Tu, Minghui Zhao, Luxia Zhang
2020	J	`jnl`	(Un)fairness in Post-operative Complication Prediction Models. CoRR Sandhya Tripathi, Bradley A. Fritz, Mohamed Abdelhack, Michael S. Avidan, Yixin Chen, Christopher Ryan King
2020	J	`jnl`	A Random Walk Approach for Avoiding Unwanted Users in Competitive Social Network. IEEE Access Wei Liu, Jie He, Ling Chen, Byeungwoo Jeon, Yixin Chen
2020	—	`conf`	Attention-Based Multi-component LSTM for Internet Traffic Prediction. ICONIP (5) Qian Xu, Zhenjie Yao, Yanhui Tu, Yixin Chen
2020	J	`jnl`	Cooperative Optimization for OFDMA Resource Allocation in Multi-RRH Millimeter-Wave CRAN. IEEE Access Nan Li, Zhenjie Yao, Yanhui Tu, Yixin Chen
2020	—	`conf`	Explainable Software vulnerability detection based on Attention-based Bidirectional Recurrent Neural Networks. IEEE BigData Yi Mao, Yun Li, Jiatai Sun, Yixin Chen
2020	A*	`conf`	Hierarchical Attention Propagation for Healthcare Representation Learning. KDD Muhan Zhang, Christopher Ryan King, Michael Avidan, Yixin Chen
2020	A*	`conf`	Inductive Matrix Completion Based on Graph Neural Networks. ICLR Muhan Zhang, Yixin Chen
2020	J	`jnl`	Liver disease screening based on densely connected deep neural networks. Neural Networks Zhenjie Yao, Jiangong Li, Zhaoyu Guan, Yancheng Ye, Yixin Chen
2020	J	`jnl`	Positive influence maximization in signed social networks under independent cascade model. Soft Comput. Jun Sheng, Ling Chen, Yixin Chen, Bin Li, Wei Liu
2020	Misc	`conf`	Postoperative Mortality Prediction with and Without the Use of Intraoperative Features. AMIA Mohamed Abdelhack, Christopher Ryan King, Bradley A. Fritz, Sandhya Tripathi, Yixin Chen, Michael Avidan
2020	J	`jnl`	Time-Variant Graph Classification. IEEE Trans. Syst. Man Cybern. Syst. Haishuai Wang, Jia Wu, Xingquan Zhu, Yixin Chen, Chengqi Zhang
2019	Misc	`conf`	A Factored Generalized Additive Model for Clinical Decision Support in the Operating Room. AMIA Zhicheng Cui, Bradley A. Fritz, Christopher Ryan King, Michael Avidan, Yixin Chen
2019	J	`jnl`	A Factored Generalized Additive Model for Clinical Decision Support in the Operating Room. CoRR Zhicheng Cui, Bradley A. Fritz, Christopher Ryan King, Michael S. Avidan, Yixin Chen
2019	A*	`conf`	D-VAE: A Variational Autoencoder for Directed Acyclic Graphs. NeurIPS Muhan Zhang, Shali Jiang, Zhicheng Cui, Roman Garnett, Yixin Chen
2019	J	`jnl`	D-VAE: A Variational Autoencoder for Directed Acyclic Graphs. CoRR Muhan Zhang, Shali Jiang, Zhicheng Cui, Roman Garnett, Yixin Chen
2019	J	`jnl`	Edge Cache-Based ISP-CP Collaboration Scheme for Content Delivery Services. IEEE Access Chao Fang, Haipeng Yao, Zhuwei Wang, Pengbo Si, Yixin Chen, Xiaodong Wang, F. Richard Yu
2019	J	`jnl`	Inductive Graph Pattern Learning for Recommender Systems Based on a Graph Neural Network. CoRR Muhan Zhang, Yixin Chen
2019	J	`jnl`	Learning Shapelet Patterns from Network-Based Time Series. IEEE Trans. Ind. Informatics Haishuai Wang, Jia Wu, Peng Zhang, Yixin Chen
2019	J	`jnl`	Protocol for the Effectiveness of an Anesthesiology Control Tower System in Improving Perioperative Quality Metrics and Clinical Outcomes: the TECTONICS randomized, pragmatic trial. F1000Research 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
2019	J	`jnl`	Time series feature learning with labeled and unlabeled data. Pattern Recognit. Haishuai Wang, Qin Zhang, Jia Wu, Shirui Pan, Yixin Chen
2018	J	`jnl`	Achieving data-driven actionability by combining learning and planning. Frontiers Comput. Sci. Qiang Lv, Yixin Chen, Zhaorong Li, Zhicheng Cui, Ling Chen, Xing Zhang, Haihua Shen
2018	A*	`conf`	An End-to-End Deep Learning Architecture for Graph Classification. AAAI Muhan Zhang, Zhicheng Cui, Marion Neumann, Yixin Chen
2018	J	`jnl`	Applying Deep Learning to Individual and Community Health Monitoring Data: A Survey. Int. J. Autom. Comput. Zhenjie Yao, Jie Bi, Yixin Chen
2018	A*	`conf`	Beyond Link Prediction: Predicting Hyperlinks in Adjacency Space. AAAI Muhan Zhang, Zhicheng Cui, Shali Jiang, Yixin Chen
2018	—	`conf`	Deep Embedding Logistic Regression. ICBK Zhicheng Cui, Muhan Zhang, Yixin Chen
2018	A*	`conf`	ECGLens: Interactive Visual Exploration of Large Scale ECG Data for Arrhythmia Detection. CHI Ke Xu, Shunan Guo, Nan Cao, David Gotz, Aiwen Xu, Huamin Qu, Zhenjie Yao, Yixin Chen
2018	A*	`conf`	Link Prediction Based on Graph Neural Networks. NeurIPS Muhan Zhang, Yixin Chen
2018	J	`jnl`	Link Prediction Based on Graph Neural Networks. CoRR Muhan Zhang, Yixin Chen
2018	J	`jnl`	Predicting Hospital Readmission via Cost-Sensitive Deep Learning. IEEE ACM Trans. Comput. Biol. Bioinform. Haishuai Wang, Zhicheng Cui, Yixin Chen, Michael Avidan, Arbi Ben Abdallah, Alexander Kronzer
2017	—	`conf`	A novel HashedNets model based on the efficient hyperparameter optimization. ICSAI Qin Fang, Jianxia Chen, Zhongbao Ma, Chao Li, Jie Zhang, Yixin Chen, Qiang Lv
2017	C	`conf`	Atrial fibrillation detection by multi-scale convolutional neural networks. FUSION Zhenjie Yao, Zhiyong Zhu, Yixin Chen
2017	J	`jnl`	BoostGAPFILL: improving the fidelity of metabolic network reconstructions through integrated constraint and pattern-based methods. Bioinform. Tolutola Oyetunde, Muhan Zhang, Yixin Chen, Yinjie J. Tang, Cynthia Lo
2017	J	`jnl`	Extracting optimal actionable plans from additive tree models. Frontiers Comput. Sci. Qiang Lu, Zhicheng Cui, Yixin Chen, Xiaoping Chen
2017	—	`conf`	Fault analysis of multiple transmission lines based on density-based logistic regression. ICSAI Jianxia Chen, Yue Zhang, Chao Li, Qin Fang, Jie Zhang, Yixin Chen, Qiang Lv
2017	A*	`conf`	Weisfeiler-Lehman Neural Machine for Link Prediction. KDD Muhan Zhang, Yixin Chen
2016	A*	`conf`	Compressing Convolutional Neural Networks in the Frequency Domain. KDD Wenlin Chen, James T. Wilson, Stephen Tyree, Kilian Q. Weinberger, Yixin Chen
2016	C	`conf`	Enhancing State Space Search for Planning by Monte-Carlo Random Walk Exploration. IDEAL Qiang Lu, You Xu, Yixin Chen, Ruoyun Huang, Ling Chen
2016	J	`jnl`	Extracting Actionability from Machine Learning Models by Sub-optimal Deterministic Planning. CoRR Qiang Lyu, Yixin Chen, Zhaorong Li, Zhicheng Cui, Ling Chen, Xing Zhang, Haihua Shen
2016	C	`conf`	Link prediction using matrix factorization with bagging. ICIS Zhifeng Wu, Yixin Chen
2016	—	`conf`	Maximizing Network Lifetime of WirelessHART Networks under Graph Routing. IoTDI Chengjie Wu, Dolvara Gunatilaka, Abusayeed Saifullah, Mo Sha, Paras Babu Tiwari, Chenyang Lu, Yixin Chen
2016	J	`jnl`	Multi-Scale Convolutional Neural Networks for Time Series Classification. CoRR Zhicheng Cui, Wenlin Chen, Yixin Chen
2016	J	`jnl`	Real-Time Wireless Sensor-Actuator Networks for Industrial Cyber-Physical Systems. Proc. IEEE Chenyang Lu, Abusayeed Saifullah, Bo Li, Mo Sha, Humberto González, Dolvara Gunatilaka, Chengjie Wu, Lanshun Nie, Yixin Chen
2016	J	`jnl`	Recovering Metabolic Networks using A Novel Hyperlink Prediction Method. CoRR Muhan Zhang, Zhicheng Cui, Tolutola Oyetunde, Yinjie J. Tang, Yixin Chen
2016	J	`jnl`	WUFlux: an open-source platform for 13C metabolic flux analysis of bacterial metabolism. BMC Bioinform. Lian He, Stephen Gang Wu, Muhan Zhang, Yixin Chen, Yinjie J. Tang
2015	A*	`conf`	A Reduction of the Elastic Net to Support Vector Machines with an Application to GPU Computing. AAAI Quan Zhou, Wenlin Chen, Shiji Song, Jacob R. Gardner, Kilian Q. Weinberger, Yixin Chen
2015	J	`jnl`	A unifying learning framework for building artificial game-playing agents. Ann. Math. Artif. Intell. Wenlin Chen, Yixin Chen, David K. Levine
2015	J	`jnl`	Compressing Convolutional Neural Networks. CoRR Wenlin Chen, James T. Wilson, Stephen Tyree, Kilian Q. Weinberger, Yixin Chen
2015	A*	`conf`	Compressing Neural Networks with the Hashing Trick. ICML Wenlin Chen, James T. Wilson, Stephen Tyree, Kilian Q. Weinberger, Yixin Chen
2015	J	`jnl`	Compressing Neural Networks with the Hashing Trick. CoRR Wenlin Chen, James T. Wilson, Stephen Tyree, Kilian Q. Weinberger, Yixin Chen
2015	J	`jnl`	End-to-End Communication Delay Analysis in Industrial Wireless Networks. IEEE Trans. Computers Abusayeed Saifullah, You Xu, Chenyang Lu, Yixin Chen
2015	A	`conf`	Filtered Search for Submodular Maximization with Controllable Approximation Bounds. AISTATS Wenlin Chen, Yixin Chen, Kilian Q. Weinberger
2015	Misc	`conf`	Mortality Prediction in ICUs Using A Novel Time-Slicing Cox Regression Method. AMIA Yuan Wang, Wenlin Chen, Kevin M. Heard, Marin Kollef, Thomas C. Bailey, Zhicheng Cui, Yujie He, Chenyang Lu, Yixin Chen
2015	J	`jnl`	Nonlinear Metric Learning with Kernel Density Estimation. IEEE Trans. Knowl. Data Eng. Yujie He, Yi Mao, Wenlin Chen, Yixin Chen
2015	A*	`conf`	Optimal Action Extraction for Random Forests and Boosted Trees. KDD Zhicheng Cui, Wenlin Chen, Yujie He, Yixin Chen
2015	A	`conf`	Schedulability Analysis under Graph Routing in WirelessHART Networks. RTSS Abusayeed Saifullah, Dolvara Gunatilaka, Paras Babu Tiwari, Mo Sha, Chenyang Lu, Bo Li, Chengjie Wu, Yixin Chen
2014	J	`jnl`	A Reduction of the Elastic Net to Support Vector Machines with an Application to GPU Computing. CoRR Quan Zhou, Wenlin Chen, Shiji Song, Jacob R. Gardner, Kilian Q. Weinberger, Yixin Chen
2014	B	`conf`	Analysis of EDF scheduling for Wireless Sensor-Actuator Networks. IWQoS Chengjie Wu, Mo Sha, Dolvara Gunatilaka, Abusayeed Saifullah, Chenyang Lu, Yixin Chen
2014	J	`jnl`	Distributed Channel Allocation Protocols for Wireless Sensor Networks. IEEE Trans. Parallel Distributed Syst. Abusayeed Saifullah, You Xu, Chenyang Lu, Yixin Chen
2014	J	`jnl`	Dynamic composition of Web services using efficient planners in large-scale service repository. Knowl. Based Syst. Guobing Zou, Yanglan Gan, Yixin Chen, Bofeng Zhang
2014	A*	`conf`	Fast flux discriminant for large-scale sparse nonlinear classification. KDD Wenlin Chen, Yixin Chen, Kilian Q. Weinberger
2014	A*	`conf`	Feature-Cost Sensitive Learning with Submodular Trees of Classifiers. AAAI Matt J. Kusner, Wenlin Chen, Quan Zhou, Zhixiang Eddie Xu, Kilian Q. Weinberger, Yixin Chen
2014	—	`conf`	Identifying drug (cocaine) intake events from acute physiological response in the presence of free-living physical activity. IPSN Syed Monowar Hossain, Amin Ahsan Ali, Md. Mahbubur Rahman, Emre Ertin, David H. Epstein, Ashley Kennedy, Kenzie Preston, Annie Umbricht, Yixin Chen, Santosh Kumar
2014	J	`jnl`	Near optimal rate selection for wireless control systems. ACM Trans. Embed. Comput. Syst. Abusayeed Saifullah, Chengjie Wu, Paras Babu Tiwari, You Xu, Yong Fu, Chenyang Lu, Yixin Chen
2014	J	`jnl`	QoS-Aware Dynamic Composition of Web Services Using Numerical Temporal Planning. IEEE Trans. Serv. Comput. Guobing Zou, Qiang Lu, Yixin Chen, Ruoyun Huang, You Xu, Yang Xiang
2014	J	`jnl`	SAS+ Planning as Satisfiability. CoRR Ruoyun Huang, Yixin Chen, Weixiong Zhang
2014	J	`jnl`	Situation-aware composition and execution in dynamic environments by automated planning. Eng. Appl. Artif. Intell. Qiang Lu, Justin Wilson, Yixin Chen, Christopher D. Gill, Louis Thomas, Gruia-Catalin Roman, Guoliang Chen
2014	A	`conf`	Thermal Modeling for a HVAC Controlled Real-Life Auditorium. ICDCS Yong Fu, Mo Sha, Chengjie Wu, Andrew Kutta, Anna Leavey, Chenyang Lu, Humberto González, Weining Wang, Bill Drake, Yixin Chen, Pratim Biswas
2014	J	`jnl`	Towards automated choreography of Web services using planning in large scale service repositories. Appl. Intell. Guobing Zou, Yanglan Gan, Yixin Chen, Bofeng Zhang, Ruoyun Huang, You Xu, Yang Xiang
2013	J	`jnl`	A Novel Ant Colony Optimization Based Algorithm for Identifying Gene Regulatory Elements. J. Comput. Wei Liu, Hanwu Chen, Ling Chen, Yixin Chen
2013	J	`jnl`	A Planning Approach to the Recognition of Multiple Goals. Int. J. Intell. Syst. Jianxia Chen, Yixin Chen, You Xu, Ruoyun Huang, Zheng Chen
2013	J	`jnl`	A SAT-based approach to cost-sensitive temporally expressive planning. ACM Trans. Intell. Syst. Technol. Qiang Lu, Ruoyun Huang, Yixin Chen, You Xu, Weixiong Zhang, Guoliang Chen
2013	B	`conf`	Decomposition techniques for optimal design-space exploration of streaming applications. PPoPP Shobana Padmanabhan, Yixin Chen, Roger D. Chamberlain
2013	A*	`conf`	Density-based logistic regression. KDD Wenlin Chen, Yixin Chen, Yi Mao, Baolong Guo
2013	J	`jnl`	Efficient ant colony optimization for image feature selection. Signal Process. Bolun Chen, Ling Chen, Yixin Chen
2013	A*	`conf`	Goal-Oriented Euclidean Heuristics with Manifold Learning. AAAI Wenlin Chen, Yixin Chen, Kilian Q. Weinberger, Qiang Lu, Xiaoping Chen
2013	J	`jnl`	Intelligent Sensor Placement for Hot Server Detection in Data Centers. IEEE Trans. Parallel Distributed Syst. Xiaodong Wang, Xiaorui Wang, Guoliang Xing, Jinzhu Chen, Cheng-Xian Lin, Yixin Chen
2013	A*	`conf`	Kernel Density Metric Learning. ICDM Yujie He, Wenlin Chen, Yixin Chen, Yi Mao
2013	—	`conf`	Maximum Variance Correction with Application to A* Search. ICML (1) Wenlin Chen, Kilian Q. Weinberger, Yixin Chen
2013	J	`jnl`	Ranking on Data Manifold with Sink Points. IEEE Trans. Knowl. Data Eng. Xueqi Cheng, Pan Du, Jiafeng Guo, Xiaofei Zhu, Yixin Chen
2013	—	`conf`	Utilizing Landmarks in Euclidean Heuristics for Optimal Planning. AAAI (Late-Breaking Developments) Qiang Lu, Wenlin Chen, Yixin Chen, Kilian Q. Weinberger, Xiaoping Chen
2012	J	`jnl`	A Dimensionality Reduction Framework for Detection of Multiscale Structure in Heterogeneous Networks. J. Comput. Sci. Technol. Huawei Shen, Xueqi Cheng, Yuanzhuo Wang, Yixin Chen
2012	J	`jnl`	A Fast and Efficient Algorithm for Finding Frequent Items over Data Stream. J. Comput. Ling Chen, Yixin Chen, Li Tu
2012	—	`conf`	An Efficient Algorithm for top-k Queries on Uncertain Data Streams. ICMLA (1) Caiyan Dai, Ling Chen, Yixin Chen, Keming Tang
2012	A*	`conf`	An integrated data mining approach to real-time clinical monitoring and deterioration warning. KDD Yi Mao, Wenlin Chen, Yixin Chen, Chenyang Lu, Marin Kollef, Thomas C. Bailey
2012	B	`conf`	Convexity in Non-convex Optimizations of Streaming Applications. ICPADS Shobana Padmanabhan, Yixin Chen, Roger D. Chamberlain
2012	—	`conf`	Experiences with an end-to-end wireless clinical monitoring system. Wireless Health Rahav Dor, Gregory Hackmann, Zhicheng Yang, Chenyang Lu, Yixin Chen, Marin Kollef, Thomas C. Bailey
2012	J	`jnl`	Integrating Flux Balance Analysis into Kinetic Models to Decipher the Dynamic Metabolism of PLoS Comput. Biol. Xueyang Feng, You Xu, Yixin Chen, Yinjie J. Tang
2012	J	`jnl`	MicrobesFlux: a web platform for drafting metabolic models from the KEGG database. BMC Syst. Biol. Xueyang Feng, You Xu, Yixin Chen, Yinjie J. Tang
2012	A	`conf`	Near Optimal Rate Selection for Wireless Control Systems. IEEE Real-Time and Embedded Technology and Applications Symposium Abusayeed Saifullah, Chengjie Wu, Paras Babu Tiwari, You Xu, Yong Fu, Chenyang Lu, Yixin Chen
2012	J	`jnl`	SAS+ Planning as Satisfiability. J. Artif. Intell. Res. Ruoyun Huang, Yixin Chen, Weixiong Zhang
2012	A*	`conf`	Submodular game for distributed application allocation in shared sensor networks. INFOCOM Chengjie Wu, You Xu, Yixin Chen, Chenyang Lu
2012	A*	`conf`	Towards Automated Choreographing of Web Services Using Planning. AAAI Guobing Zou, Yixin Chen, You Xu, Ruoyun Huang, Yang Xiang
2011	J	`jnl`	A novel approach to annotating web service based on interface concept mapping and semantic expansion. Soft Comput. Guobing Zou, Yang Xiang, Yanglan Gan, Yixin Chen
2011	A*	`conf`	Automatic Feature Decomposition for Single View Co-training. ICML Minmin Chen, Kilian Q. Weinberger, Yixin Chen
2011	C	`conf`	Can Cloud Computing Be Used for Planning? An Initial Study. CloudCom Qiang Lu, You Xu, Ruoyun Huang, Yixin Chen, Guoliang Chen
2011	J	`jnl`	Compression and aggregation of Bayesian estimates for data intensive computing. Knowl. Inf. Syst. Ruibin Xi, Nan Lin, Yixin Chen, Youngjin Kim
2011	J	`jnl`	Early Deterioration Warning for Hospitalized Patients by Mining Clinical Data. Int. J. Knowl. Discov. Bioinform. Yi Mao, Yixin Chen, Gregory Hackmann, Minmin Chen, Chenyang Lu, Marin Kollef, Thomas C. Bailey
2011	A	`conf`	End-to-End Delay Analysis for Fixed Priority Scheduling in WirelessHART Networks. IEEE Real-Time and Embedded Technology and Applications Symposium Abusayeed Saifullah, You Xu, Chenyang Lu, Yixin Chen
2011	—	`conf`	Image Feature Selection Based on Ant Colony Optimization. Australasian Conference on Artificial Intelligence Ling Chen, Bolun Chen, Yixin Chen
2011	A	`conf`	Improving context-aware query classification via adaptive self-training. CIKM Minmin Chen, Jian-Tao Sun, Xiaochuan Ni, Yixin Chen
2011	—	`conf`	Medical Data Mining for Early Deterioration Warning in General Hospital Wards. ICDM Workshops Yi Mao, Yixin Chen, Gregory Hackmann, Minmin Chen, Chenyang Lu, Marin Kollef, Thomas C. Bailey
2011	—	`conf`	Multiple-goal recognition based on planning. FSKD Jianxia Chen, Yixin Chen, Eric Xu, Ruoyun Huang, Zheng Chen
2011	—	`conf`	Optimal design-space exploration of streaming applications. ASAP Shobana Padmanabhan, Yixin Chen, Roger D. Chamberlain
2011	B	`conf`	Priority Assignment for Real-Time Flows in WirelessHART Networks. ECRTS Abusayeed Saifullah, You Xu, Chenyang Lu, Yixin Chen
2011	J	`jnl`	Recent progress in natural computation and knowledge discovery: an ICNC'09-FSKD'09 special issue. Soft Comput. Haiying Wang, Yixin Chen, Hepu Deng, Lipo Wang
2011	J	`jnl`	Sensor Placement Algorithms for Fusion-Based Surveillance Networks. IEEE Trans. Parallel Distributed Syst. Xiangmao Chang, Rui Tan, Guoliang Xing, Zhaohui Yuan, Chenyang Lu, Yixin Chen, Yixian Yang
2011	J	`jnl`	Theory and Algorithms for Partial Order Based Reduction in Planning CoRR You Xu, Yixin Chen, Qiang Lu, Ruoyun Huang
2011	A	`conf`	Towards Optimal Sensor Placement for Hot Server Detection in Data Centers. ICDCS Xiaodong Wang, Xiaorui Wang, Guoliang Xing, Jinzhu Chen, Cheng-Xian Lin, Yixin Chen
2010	A*	`conf`	A Novel Transition Based Encoding Scheme for Planning as Satisfiability. AAAI Ruoyun Huang, Yixin Chen, Weixiong Zhang
2010	J	`jnl`	Extended duality for nonlinear programming. Comput. Optim. Appl. Yixin Chen, Minmin Chen
2010	J	`jnl`	Modeling radiation-induced lung injury risk with an ensemble of support vector machines. Neurocomputing Todd W. Schiller, Yixin Chen, Issam El-Naqa, Joseph O. Deasy
2010	B	`conf`	Near optimal multi-application allocation in shared sensor networks. MobiHoc You Xu, Abusayeed Saifullah, Yixin Chen, Chenyang Lu, Sangeeta Bhattacharya
2010	J	`jnl`	Preface to special issue on applications of automated planning. ACM Trans. Intell. Syst. Technol. Yixin Chen
2010	A	`conf`	Real-Time Scheduling for WirelessHART Networks. RTSS Abusayeed Saifullah, You Xu, Chenyang Lu, Yixin Chen
2009	A*	`conf`	An Optimal Temporally Expressive Planner: Initial Results and Application to P2P Network Optimization. ICAPS Ruoyun Huang, Yixin Chen, Weixiong Zhang
2009	A*	`conf`	Completeness and Optimality Preserving Reduction for Planning. IJCAI Yixin Chen, Guohui Yao
2009	J	`jnl`	Compression and Aggregation for Logistic Regression Analysis in Data Cubes. IEEE Trans. Knowl. Data Eng. Ruibin Xi, Nan Lin, Yixin Chen
2009	A*	`conf`	Constrained optimization for validation-guided conditional random field learning. KDD Minmin Chen, Yixin Chen, Michael R. Brent, Aaron E. Tenney
2009	J	`jnl`	Generalized Latent Class Analysis Based on Model Dominance Theory. Int. J. Artif. Intell. Tools Yixin Chen, Dong Hua, Fang Liu
2009	B	`conf`	Gradient-Based Feature Selection for Conditional Random Fields and its Applications in Computational Genetics. ICTAI Minmin Chen, Yixin Chen, Michael R. Brent, Aaron E. Tenney
2009	C	`conf`	Improving Clinical Relevance in Ensemble Support Vector Machine Models of Radiation Pneumonitis Risk. ICMLA Todd W. Schiller, Yixin Chen, Issam El-Naqa, Joseph O. Deasy
2009	J	`jnl`	Long-distance mutual exclusion for planning. Artif. Intell. Yixin Chen, Ruoyun Huang, Zhao Xing, Weixiong Zhang
2009	—	`ed.`	Sixth International Conference on Fuzzy Systems and Knowledge Discovery, FSKD 2009, Tianjin, China, 14-16 August 2009, 6 Volumes FSKD Yixin Chen, Hepu Deng, Degan Zhang, Yingyuan Xiao
2009	A*	`conf`	Stratified Planning. IJCAI Yixin Chen, You Xu, Guohui Yao
2009	J	`jnl`	Stream data clustering based on grid density and attraction. ACM Trans. Knowl. Discov. Data Li Tu, Yixin Chen
2008	A*	`conf`	CRF-OPT: An Efficient High-Quality Conditional Random Field Solver. AAAI Minmin Chen, Yixin Chen, Michael R. Brent
2008	Misc	`conf`	Convergence of Ant Colony Optimization on First-order Deceptive Systems. GrC Yixin Chen, Haiying Sun
2008	—	`conf`	Dominance of Bayesian Networks and Efficient Learning of Generalized Latent Class Models. ICTAI (1) Yixin Chen, Dong Hua, Fang Liu
2008	A*	`conf`	Fast Planning by Search in Domain Transition Graph. AAAI Yixin Chen, Ruoyun Huang, Weixiong Zhang
2008	A	`conf`	Fast Sensor Placement Algorithms for Fusion-Based Target Detection. RTSS Zhaohui Yuan, Rui Tan, Guoliang Xing, Chenyang Lu, Yixin Chen, Jianping Wang
2007	A*	`conf`	Constraint Partitioning for Solving Planning Problems with Trajectory Constraints and Goal Preferences. IJCAI Chih-Wei Hsu, Benjamin W. Wah, Ruoyun Huang, Yixin Chen
2007	A*	`conf`	Density-based clustering for real-time stream data. KDD Yixin Chen, Li Tu
2007	A*	`conf`	Long-Distance Mutual Exclusion for Propositional Planning. IJCAI Yixin Chen, Zhao Xing, Weixiong Zhang
2007	—	`ch.`	Multi-Dimensional Analysis of Data Streams Using Stream Cubes. Data Streams - Models and Algorithms Jiawei Han, Yandong Cai, Yixin Chen, Guozhu Dong, Jian Pei, Benjamin W. Wah, Jianyong Wang
2007	C	`conf`	PHC: A Rapid Parallel Hierarchical Cubing Algorithm on High Dimensional OLAP. ICA3PP Kongfa Hu, Ling Chen, Yixin Chen
2007	J	`jnl`	Simulated annealing with asymptotic convergence for nonlinear constrained optimization. J. Glob. Optim. Benjamin W. Wah, Yixin Chen, Tao Wang
2007	J	`jnl`	Subgoal Ordering and Granularity Control for Incremental Planning. Int. J. Artif. Intell. Tools Chih-Wei Hsu, Yixin Chen, Benjamin W. Wah
2006	—	`conf`	A Fast Parallel Longest Common Subsequence Algorithm Based on Pruning Rules. IMSCCS (1) Wei Liu, Yixin Chen, Ling Chen, Ling Qin
2006	—	`conf`	A New Optimization Algorithm Based on Ant Colony System with Density Control Strategy. ISNN (1) Ling Qin, Yixin Chen, Ling Chen, Yuan Yao
2006	—	`conf`	A New Way of Solving Multiple Constrained QoS Multi-routing Problems. IMSCCS (1) Ling Qin, Yixin Chen, Jianli Luo, Jing Guo, Ling Chen
2006	J	`jnl`	A fast parallel algorithm for finding the longest common sequence of multiple biosequences. BMC Bioinform. Yixin Chen, Andrew Wan, Wei Liu
2006	J	`jnl`	A novel approach to phylogenetic tree construction using stochastic optimization and clustering. BMC Bioinform. Ling Qin, Yixin Chen, Yi Pan, Ling Chen
2006	B	`conf`	An Efficient Hybrid Strategy for Temporal Planning. CPAIOR Zhao Xing, Yixin Chen, Weixiong Zhang
2006	Misc	`conf`	An improved ant colony algorithm with biological characteristics. GrC Ling Qin, Yixin Chen, Ling Chen, Yan Wu
2006	J	`jnl`	An improved ant colony algorithm with diversified solutions based on the immune strategy. BMC Bioinform. Ling Qin, Yi Pan, Ling Chen, Yixin Chen
2006	B	`conf`	Constrained Global Optimization by Constraint Partitioning and Simulated Annealing. ICTAI Benjamin W. Wah, Yixin Chen, Andrew Wan
2006	J	`jnl`	Constraint partitioning in penalty formulations for solving temporal planning problems. Artif. Intell. Benjamin W. Wah, Yixin Chen
2006	—	`conf`	Diversity Guaranteed Ant Colony Algorithm Based on Immune Strategy. IMSCCS (2) Ling Qin, Yixin Chen, Jianli Luo, Ling Chen, Jing Guo
2006	Misc	`conf`	Multiple Sequence Alignment by Ant Colony Optimization and Divide-and-Conquer. International Conference on Computational Science (2) Yixin Chen, Yi Pan, Juan Chen, Wei Liu, Ling Chen
2006	A*	`conf`	Optimal STRIPS Planning by Maximum Satisfiability and Accumulative Learning. ICAPS Zhao Xing, Yixin Chen, Weixiong Zhang
2006	Misc	`conf`	Parallel ant colony algorithm for mining classification rules. GrC Yixin Chen, Ling Chen, Li Tu
2006	—	`conf`	Partitioned optimization algorithms for multiple sequence alignment. AINA (2) Yixin Chen, Yi Pan, Juan Chen, Wei Liu, Ling Chen
2006	J	`jnl`	Regression Cubes with Lossless Compression and Aggregation. IEEE Trans. Knowl. Data Eng. Yixin Chen, Guozhu Dong, Jiawei Han, Jian Pei, Benjamin W. Wah, Jianyong Wang
2006	—	`conf`	Solving Constrained Nonlinear Optimization Problems Through Constraint Partitioning. AI&M Yixin Chen
2006	J	`jnl`	Temporal Planning using Subgoal Partitioning and Resolution in SGPlan. J. Artif. Intell. Res. Yixin Chen, Benjamin W. Wah, Chih-Wei Hsu
2005	Misc	`conf`	An Ant Clustering Method for a Dynamic Database. ICMLC Ling Chen, Li Tu, Yixin Chen
2005	A	`conf`	Solving Large-Scale Nonlinear Programming Problems by Constraint Partitioning. CP Benjamin W. Wah, Yixin Chen
2005	—	`—`	Solving Nonlinear Constrained Optimization Problems Through Constraint Partitioning Yixin Chen
2005	J	`jnl`	Stream Cube: An Architecture for Multi-Dimensional Analysis of Data Streams. Distributed Parallel Databases Jiawei Han, Yixin Chen, Guozhu Dong, Jian Pei, Benjamin W. Wah, Jianyong Wang, Y. Dora Cai
2005	B	`conf`	Subgoal Ordering and Granularity Control for Incremental Planning. ICTAI Chih-Wei Hsu, Yixin Chen
2004	C	`conf`	A CIBCB Xiao-hua Xu, Ling Chen, Yixin Chen
2004	J	`jnl`	A Fast Efficient Parallel Hough Transform Algorithm on LARPBS. J. Supercomput. Ling Chen, Hongjian Chen, Yi Pan, Yixin Chen
2004	—	`conf`	A Novel Ant Clustering Algorithm Based on Cellular Automata. IAT Ling Chen, Xiao-hua Xu, Yixin Chen, Ping He
2004	J	`jnl`	Efficient Parallel Algorithms for Euclidean Distance Transform. Comput. J. Ling Chen, Yi Pan, Yixin Chen, Xiao-hua Xu
2004	J	`jnl`	Subgoal Partitioning and Global Search for Solving Temporal Planning Problems in Mixed Space. Int. J. Artif. Intell. Tools Benjamin W. Wah, Yixin Chen
2003	A*	`conf`	Automated Planning and Scheduling using Calculus of Variations in Discrete Space. ICAPS Yixin Chen, Benjamin W. Wah
2003	J	`jnl`	Hybrid Evolutionary And Annealing Algorithms For Nonlinear Discrete Constrained Optimization. Int. J. Comput. Intell. Appl. Benjamin W. Wah, Yixin Chen
2003	B	`conf`	Partitioning of Temporal Planning Problems in Mixed Space Using the Theory of Extended Saddle Points. ICTAI Benjamin W. Wah, Yixin Chen
2003	B	`conf`	Step-by-Step Regression: A More Efficient Alternative for Polynomial Multiple Linear Regression in Stream Cube. PAKDD Chao Liu, Ming Zhang, Minrui Zheng, Yixin Chen
2002	B	`conf`	Calculus of Variations in Discrete Space for Constrained Nonlinear Dynamic Optimization. ICTAI Yixin Chen, Benjamin W. Wah
2002	A*	`conf`	Multi-Dimensional Regression Analysis of Time-Series Data Streams. VLDB Yixin Chen, Guozhu Dong, Jiawei Han, Benjamin W. Wah, Jianyong Wang
2002	—	`conf`	Online Analytical Processing Stream Data: Is It Feasible? DMKD Yixin Chen, Guozhu Dong, Jiawei Han, Jian Pei, Benjamin W. Wah, Jianyong Wang
2001	B	`conf`	Hybrid constrained simulated annealing and genetic algorithms for nonlinear constrained optimization. CEC Benjamin W. Wah, Yixin Chen