AMCNN: attention-based multi-column neural network for multivariate multi-step time series prediction.

Zhiqian Chen https://scholar.google.com/citations?user=y3Nm4N8AAAAJ https://dl.acm.org/profile/99659230948

Wenjing Li 0004 Zhiqian Chen Ruoqing Qiu AMCNN: attention-based multi-column neural network for multivariate multi-step time series prediction. 44 2026 January 56 Appl. Intell. 1 https://doi.org/10.1007/s10489-025-07057-1 db/journals/apin/apin56.html#LiCQ26 streams/journals/apin

Zhiqian Chen Zonghan Zhang Uncertainty Quantification for Dynamical Networks. 1355-1358 2026 WSDM https://doi.org/10.1145/3773966.3777917 conf/wsdm/2026 db/conf/wsdm/wsdm2026.html#ChenZ26 Marouane Benbrahim Xin Fang Zhiqian Chen Sumo x PyPSA: Interactive Web Demo of Real-Time Urban Power-Traffic Co-Simulation with Vehicle-to-Grid. 180-183 2026 WWW (Companion Volume) https://doi.org/10.1145/3774905.3793131 conf/www/2026c db/conf/www/www2026c.html#BenbrahimFC26

Md Toyaha Rahman Ratul Zhiqian Chen Kaiqun Fu Taoran Ji Lei Zhang 0158 MasterSet: A Large-Scale Benchmark for Must-Cite Citation Recommendation in the AI/ML Literature. 2026 April abs/2604.17680 CoRR https://doi.org/10.48550/arXiv.2604.17680 db/journals/corr/corr2604.html#abs-2604-17680 streams/journals/corr

Lei Zhang 0158 Qisheng Zhang Zhiqian Chen Yanshen Sun Chang-Tien Lu Liang Zhao 0002 Implicit graph neural network for deep graph transformation. 7871-7900 2025 September 67 Knowl. Inf. Syst. 9 https://doi.org/10.1007/s10115-025-02468-5 db/journals/kais/kais67.html#ZhangZCSLZ25 streams/journals/kais

Zixuan Wang 0019 Jinghao Shi Hanzhong Liang Xiang Shen 0001 Vera Wen Zhiqian Chen Yifan Wu 0012 Zhixin Zhang 0003 Hongyu Xiong Filter-And-Refine: A MLLM Based Cascade System for Industrial-Scale Video Content Moderation. 873-880 2025 ACL (6) https://doi.org/10.18653/v1/2025.acl-industry.62 conf/acl/2025-6 db/conf/acl/acl2025-6.html#0019SL0WC00X25 Zonghan Zhang Zhiqian Chen Sobol's Total Indices for Accurate and Scalable Feature Exclusion in High-Dimensional Data. 1317-1326 2025 IEEE Big Data https://doi.org/10.1109/BigData66926.2025.11402088 conf/bigdataconf/2025 db/conf/bigdataconf/bigdataconf2025.html#ZhangC25 Tamanna Rashme Zonghan Zhang Jason Weeks Marouane Benbrahim Zijian Zhang Zhiqian Chen Nisha Pillai Ram Ramkumar Bindu Nanduri Graph symbolic regression to interpret the propagation of Vesicular Stomatitis Virus across the U.S. and Mexico. 977-980 2025 SIGSPATIAL/GIS https://doi.org/10.1145/3748636.3764166 conf/gis/2025 db/conf/gis/gis2025.html#RashmeZWBZCPRN25 Andrew Meng Zhiqian Chen Deep Gaussian Fusion Network for Traffic Prediction. ICDM (Workshops) 2025 3046-3050 conf/icdm/2025w https://doi.org/10.1109/ICDMW69685.2025.00399 db/conf/icdm/icdm2025w.html#MengC25 streams/conf/icdm Lei Zhang 0158 Zhiqian Chen Chang-Tien Lu Liang Zhao 0002 Network Interdiction Goes Neural. 3774-3785 2025 KDD (2) https://doi.org/10.1145/3711896.3737063 conf/kdd/2025-2 db/conf/kdd/kdd2025-2.html#0158CL025 Hanzhong Liang Jinghao Shi Xiang Shen 0001 Zixuan Wang 0019 Vera Wen Ardalan Mehrani Zhiqian Chen Yifan Wu 0012 Zhixin Zhang 0003 Embedding-based Retrieval in Multi-Modal Content Moderation. 4264-4268 2025 SIGIR https://doi.org/10.1145/3726302.3731945 conf/sigir/2025 db/conf/sigir/sigir2025.html#LiangSSWWMCWZ25

Hanzhong Liang Jinghao Shi Xiang Shen 0001 Zixuan Wang 0019 Vera Wen Ardalan Mehrani Zhiqian Chen Yifan Wu 0012 Zhixin Zhang 0003 Embedding-based Retrieval in Multimodal Content Moderation. 2025 July abs/2507.01066 CoRR https://doi.org/10.48550/arXiv.2507.01066 db/journals/corr/corr2507.html#abs-2507-01066 streams/journals/corr

Zixuan Wang 0019 Jinghao Shi Hanzhong Liang Xiang Shen 0001 Vera Wen Zhiqian Chen Yifan Wu 0012 Zhixin Zhang 0003 Hongyu Xiong Filter-And-Refine: A MLLM Based Cascade System for Industrial-Scale Video Content Moderation. 2025 July abs/2507.17204 CoRR https://doi.org/10.48550/arXiv.2507.17204 db/journals/corr/corr2507.html#abs-2507-17204 streams/journals/corr

Tiantian Yang Zhiqian Chen MOTGNN: Interpretable Graph Neural Networks for Multi-Omics Disease Classification. 2025 August abs/2508.07465 CoRR https://doi.org/10.48550/arXiv.2508.07465 db/journals/corr/corr2508.html#abs-2508-07465 streams/journals/corr

Tiantian Yang Zhiqian Chen TF-DWGNet: A Directed Weighted Graph Neural Network with Tensor Fusion for Multi-Omics Cancer Subtype Classification. 2025 September abs/2509.16301 CoRR https://doi.org/10.48550/arXiv.2509.16301 db/journals/corr/corr2509.html#abs-2509-16301 streams/journals/corr

Zhitong Ran Zi-Qiang Zhu Zhiqian Chen Matthew Younkins Philippe Farah Novel System-Level Driving-Cycle-Oriented Design Co-Optimization of Electrical Machines for Electrical Vehicles. 131734-131749 2024 12 IEEE Access https://doi.org/10.1109/ACCESS.2024.3459480 db/journals/access/access12.html#RanZCYF24 streams/journals/access

Meng Li 0007 Wenjing Li 0004 Zhiqian Chen Junfei Qiao 0001 An adaptive evolutionary modular neural network with intermodule connections. 4121-4139 2024 March 54 Appl. Intell. 5 https://doi.org/10.1007/s10489-024-05308-1 db/journals/apin/apin54.html#LiLCQ24

Wenjing Li 0004 Yonglei Liu Zhiqian Chen Design of a bi-level PSO based modular neural network for multi-step time series prediction. 8612-8633 2024 September 54 Appl. Intell. 17-18 https://doi.org/10.1007/s10489-024-05638-0 db/journals/apin/apin54.html#LiLC24 streams/journals/apin

Zhiqian Chen Fanglan Chen Lei Zhang 0158 Taoran Ji Kaiqun Fu Liang Zhao 0002 Feng Chen 0001 Lingfei Wu 0001 Charu Aggarwal 0001 Chang-Tien Lu Bridging the Gap between Spatial and Spectral Domains: A Unified Framework for Graph Neural Networks. 126:1-126:42 2024 May 56 ACM Comput. Surv. 5 https://doi.org/10.1145/3627816 db/journals/csur/csur56.html#ChenCZJFZCWAL24

Kollin Napier Tanmay Bhowmik Zhiqian Chen Explaining poor performance of text-based machine learning models for vulnerability detection. 113 2024 September 29 Empir. Softw. Eng. 5 https://doi.org/10.1007/s10664-024-10519-8 db/journals/ese/ese29.html#NapierBC24 streams/journals/ese

Jinpeng Mi Shaofei Jin Zhiqian Chen Dan Liu Xian Wei Jianwei Zhang 0001 Zero-shot visual grounding via coarse-to-fine representation learning. 128621 2024 610 Neurocomputing https://doi.org/10.1016/j.neucom.2024.128621 db/journals/ijon/ijon610.html#MiJCLWZ24 streams/journals/ijon

Taoran Ji Nathan Self Kaiqun Fu Zhiqian Chen Naren Ramakrishnan Chang-Tien Lu Citation Forecasting with Multi-Context Attention-Aided Dependency Modeling. 144:1-144:23 2024 July 18 ACM Trans. Knowl. Discov. Data 6 https://doi.org/10.1145/3649140 db/journals/tkdd/tkdd18.html#JiSFCRL24

Zirui Yuan Minglai Shao 0001 Zhiqian Chen Graph Bayesian Optimization for Multiplex Influence Maximization. 22475-22483 2024 AAAI https://doi.org/10.1609/aaai.v38i20.30255 conf/aaai/2024 db/conf/aaai/aaai2024.html#YuanSC24 Zonghan Zhang Zijian Zhang Zhiqian Chen Multiple-Source Localization from a Single-Snapshot Observation Using Graph Bayesian Optimization. 22538-22546 2024 AAAI https://doi.org/10.1609/aaai.v38i20.30262 conf/aaai/2024 db/conf/aaai/aaai2024.html#ZhangZC24 Mariam Almutairi Lulwah Alkulaib Shengkun Wang Zhiqian Chen Youssif ALMutairi Thamer M. Alenazi Kurt Luther Chang-Tien Lu FHIRViz: Multi-Agent Platform for FHIR Visualization to Advance Healthcare Analytics. 38:1-38:7 2024 BCB https://doi.org/10.1145/3698587.3701392 conf/bcb/2024 db/conf/bcb/bcb2024.html#AlmutairiAWCAAL24 Zhiqian Chen Lei Zhang 0158 Liang Zhao 0002 Unifying Spectral and Spatial Graph Neural Networks. 5511-5513 2024 CIKM https://doi.org/10.1145/3627673.3679088 conf/cikm/2024 db/conf/cikm/cikm2024.html#Chen0024a Nisha Pillai Bindu Nanduri Michael J. Rothrock Zhiqian Chen Mahalingam Ramkumar Bayesian-Guided Generation of Synthetic Microbiomes with Minimized Pathogenicity. 1-7 2024 EMBC https://doi.org/10.1109/EMBC53108.2024.10782111 conf/embc/2024 db/conf/embc/embc2024.html#PillaiNRCR24 Zonghan Zhang Ramyasri Veerapaneni Moses Ayoola Athish Ram Das Zhiqian Chen Bindu Nanduri Mahalingam Ramkumar Leveraging Graph Neural Networks for MIC Prediction in Antimicrobial Resistance Studies. 1-4 2024 EMBC https://doi.org/10.1109/EMBC53108.2024.10782350 conf/embc/2024 db/conf/embc/embc2024.html#ZhangVADCNR24 Zijian Zhang Zonghan Zhang Zhiqian Chen Neural Tangent Bayesian Optimization for Accurate and Efficient Influence Maximization. 806-813 2024 ICTAI https://doi.org/10.1109/ICTAI62512.2024.00118 conf/ictai/2024 db/conf/ictai/ictai2024.html#ZhangZC24 Yaya Zhao Kaiqi Zhao 0001 Zhiqian Chen Yuanyuan Zhang 0010 Yalei Du Xiaoling Lu A Graph-based Representation Framework for Trajectory Recovery via Spatiotemporal Interval-Informed Seq2Seq. 2588-2597 2024 IJCAI https://www.ijcai.org/proceedings/2024/286 conf/ijcai/2024 db/conf/ijcai/ijcai2024.html#ZhaoZCZDL24 Rui Shang Siji Chen Zhiqian Chen Chang-Tien Lu GraphNILM: A Graph Neural Network for Energy Disaggregation. 431-443 2024 PAKDD (2) https://doi.org/10.1007/978-981-97-2253-2_34 conf/pakdd/2024-2 db/conf/pakdd/pakdd2024-2.html#ShangCCL24 Nisha Pillai Ganga Gireesan Michael J. Rothrock Bindu Nanduri Zhiqian Chen Mahalingam Ramkumar Towards Interpreting Multi-Objective Feature Associations. 1-8 2024 SysCon https://doi.org/10.1109/SysCon61195.2024.10553467 conf/syscon/2024 db/conf/syscon/syscon2024.html#PillaiGRNCR24

Ganga Gireesan Nisha Pillai Michael J. Rothrock Bindu Nanduri Zhiqian Chen Mahalingam Ramkumar Deep Sensitivity Analysis for Objective-Oriented Combinatorial Optimization. 2024 abs/2403.00016 CoRR https://doi.org/10.48550/arXiv.2403.00016 db/journals/corr/corr2403.html#abs-2403-00016

Nisha Pillai Ganga Gireesan Michael J. Rothrock Jr. Bindu Nanduri Zhiqian Chen Mahalingam Ramkumar Towards Interpreting Multi-Objective Feature Associations. 2024 abs/2403.00017 CoRR https://doi.org/10.48550/arXiv.2403.00017 db/journals/corr/corr2403.html#abs-2403-00017

Zonghan Zhang Zijian Zhang Zhiqian Chen Multiple-Source Localization from a Single-Snapshot Observation Using Graph Bayesian Optimization. 2024 abs/2403.16818 CoRR https://doi.org/10.48550/arXiv.2403.16818 db/journals/corr/corr2403.html#abs-2403-16818

Zirui Yuan Minglai Shao 0001 Zhiqian Chen Graph Bayesian Optimization for Multiplex Influence Maximization. 2024 abs/2403.18866 CoRR https://doi.org/10.48550/arXiv.2403.18866 db/journals/corr/corr2403.html#abs-2403-18866

Nisha Pillai Bindu Nanduri Michael J. Rothrock Jr. Zhiqian Chen Mahalingam Ramkumar Bayesian-Guided Generation of Synthetic Microbiomes with Minimized Pathogenicity. 2024 abs/2405.00070 CoRR https://doi.org/10.48550/arXiv.2405.00070 db/journals/corr/corr2405.html#abs-2405-00070

Lei Zhang 0158 Zhiqian Chen Chang-Tien Lu Liang Zhao 0002 Network Interdiction Goes Neural. 2024 abs/2405.16409 CoRR https://doi.org/10.48550/arXiv.2405.16409 db/journals/corr/corr2405.html#abs-2405-16409

Amirreza Payandeh Kourosh Teimouri Baghaei Pooya Fayyazsanavi Somayeh Bakhtiari Ramezani Zhiqian Chen Shahram Rahimi 0001 Deep Representation Learning: Fundamentals, Technologies, Applications, and Open Challenges. 137621-137659 2023 11 IEEE Access https://doi.org/10.1109/ACCESS.2023.3335196 db/journals/access/access11.html#PayandehBFRCR23

Lei Zhang 0158 Zhiqian Chen Chang-Tien Lu Liang Zhao 0002 Fast and adaptive dynamics-on-graphs to dynamics-of-graphs translation. 2023 January 6 Frontiers Big Data https://doi.org/10.3389/fdata.2023.1274135 db/journals/fdata/fdata6.html#ZhangCLZ23

Jie Yang Yan Ou Zhiqian Chen Juan Liao Wenjian Sun Yang Luo 0001 Chunbo Luo A Benchmark Dataset of Endoscopic Images and Novel Deep Learning Method to Detect Intestinal Metaplasia and Gastritis Atrophy. 7-16 2023 27 IEEE J. Biomed. Health Informatics 1 https://doi.org/10.1109/JBHI.2022.3217944 db/journals/titb/titb27.html#YangOCLSLL23

Subhodip Biswas Fanglan Chen Zhiqian Chen Chang-Tien Lu Naren Ramakrishnan Memetic Algorithms for Spatial Partitioning Problems. 5:1-5:31 2023 March 9 ACM Trans. Spatial Algorithms Syst. 1 https://doi.org/10.1145/3544779 db/journals/tsas/tsas9.html#BiswasCCLR23

Fanglan Chen Subhodip Biswas Zhiqian Chen Shuo Lei Naren Ramakrishnan Chang-Tien Lu Exploring Tradeoffs in Automated School Redistricting: Computational and Ethical Perspectives. 15912-15920 2023 AAAI https://doi.org/10.1609/aaai.v37i13.26889 conf/aaai/2023 db/conf/aaai/aaai2023.html#ChenBCLRL23 Nisha Pillai Bindu Nanduri Michael J. Rothrock Zhiqian Chen Mahalingam Ramkumar Towards Optimal Microbiome to Inhibit Multidrug Resistance. 1-9 2023 CIBCB https://doi.org/10.1109/CIBCB56990.2023.10264914 conf/cibcb/2023 db/conf/cibcb/cibcb2023.html#PillaiNRCR23 Lei Zhang 0158 Qisheng Zhang Zhiqian Chen Yanshen Sun Chang-Tien Lu Liang Zhao 0002 Infinitely Deep Graph Transformation Networks. 778-787 2023 ICDM https://doi.org/10.1109/ICDM58522.2023.00087 conf/icdm/2023 db/conf/icdm/icdm2023.html#ZhangZCSLZ23 Jinpeng Mi Zhiqian Chen Jianwei Zhang 0001 Weakly Supervised Referring Expression Grounding via Dynamic Self-Knowledge Distillation. 1254-1260 2023 IROS https://doi.org/10.1109/IROS55552.2023.10341909 db/conf/iros/iros2023.html#MiC023 Zonghan Zhang Zhiqian Chen Understanding Influence Maximization via Higher-Order Decomposition. 766-774 2023 SDM https://doi.org/10.1137/1.9781611977653.ch86 conf/sdm/2023 db/conf/sdm/sdm2023.html#ZhangC23

Zijian Zhang Zonghan Zhang Zhiqian Chen XFlow: Benchmarking Flow Behaviors over Graphs. 2023 abs/2308.03819 CoRR https://doi.org/10.48550/arXiv.2308.03819 db/journals/corr/corr2308.html#abs-2308-03819

Guangyu Meng Qisheng Jiang 0001 Kaiqun Fu Beiyu Lin Chang-Tien Lu Zhiqian Chen Early Forecast of Traffic Accident Impact Based on a Single-Snapshot Observation (Student Abstract). 13015-13016 2022 AAAI https://doi.org/10.1609/aaai.v36i11.21644 conf/aaai/2022 db/conf/aaai/aaai2022.html#MengJFLLC22 Jason Wang Kaiqun Fu Zhiqian Chen Chang-Tien Lu Augmentation of Chinese Character Representations with Compositional Graph Learning (Student Abstract). 13075-13076 2022 AAAI https://doi.org/10.1609/aaai.v36i11.21674 conf/aaai/2022 db/conf/aaai/aaai2022.html#WangFCL22 Lei Zhang 0158 Zhiqian Chen Chang-Tien Lu Liang Zhao 0002 From "Dynamics on Graphs" to "Dynamics of Graphs": An Adaptive Echo-State Network Solution (Student Abstract). 13111-13112 2022 AAAI https://doi.org/10.1609/aaai.v36i11.21692 conf/aaai/2022 db/conf/aaai/aaai2022.html#ZhangCLZ22 Zonghan Zhang Subhodip Biswas Fanglan Chen Kaiqun Fu Taoran Ji Chang-Tien Lu Naren Ramakrishnan Zhiqian Chen Blocking Influence at Collective Level with Hard Constraints (Student Abstract). 13115-13116 2022 AAAI https://doi.org/10.1609/aaai.v36i11.21694 conf/aaai/2022 db/conf/aaai/aaai2022.html#ZhangBCFJLRC22

Subhodip Biswas Fanglan Chen Zhiqian Chen Chang-Tien Lu Naren Ramakrishnan Sampling-based techniques for designing school boundaries. 2022 abs/2206.03703 CoRR https://doi.org/10.48550/arXiv.2206.03703 db/journals/corr/corr2206.html#abs-2206-03703

Zonghan Zhang Zhiqian Chen Explain Influence Maximization with Sobol Indices. 2022 abs/2207.07833 CoRR https://doi.org/10.48550/arXiv.2207.07833 db/journals/corr/corr2207.html#abs-2207-07833

Zhiqian Chen Zonghan Zhang Demystifying Graph Convolution with a Simple Concatenation. 2022 abs/2207.12931 CoRR https://doi.org/10.48550/arXiv.2207.12931 db/journals/corr/corr2207.html#abs-2207-12931

Subhodip Biswas Fanglan Chen Zhiqian Chen Chang-Tien Lu Naren Ramakrishnan Memetic algorithms for Spatial Partitioning problems. 2022 abs/2208.02867 CoRR https://doi.org/10.48550/arXiv.2208.02867 db/journals/corr/corr2208.html#abs-2208-02867

Kourosh Teimouri Baghaei Amirreza Payandeh Pooya Fayyazsanavi Shahram Rahimi 0001 Zhiqian Chen Somayeh Bakhtiari Ramezani Deep representation learning: Fundamentals, Perspectives, Applications, and Open Challenges. 2022 abs/2211.14732 CoRR https://doi.org/10.48550/arXiv.2211.14732 db/journals/corr/corr2211.html#abs-2211-14732

Guoming Li Xue Hui Zhiqian Chen Gray D. Chesser Jr. Yang Zhao 0032 Development and evaluation of a method to detect broilers continuously walking around feeder as an indication of restricted feeding behaviors. 105982 2021 181 Comput. Electron. Agric. https://doi.org/10.1016/j.compag.2020.105982 db/journals/cea/cea181.html#LiHCCZ21

Zhiqian Chen Lei Zhang 0158 Gaurav Kolhe Hadi Mardani Kamali Setareh Rafatirad Sai Manoj Pudukotai Dinakarrao Houman Homayoun Chang-Tien Lu Liang Zhao 0002 Deep Graph Learning for Circuit Deobfuscation. 608286 2021 4 Frontiers Big Data https://doi.org/10.3389/fdata.2021.608286 db/journals/fdata/fdata4.html#ChenZKKRDHLZ21

Guoming Li Yanbo Huang Zhiqian Chen Gray D. Chesser Jr. Joseph L. Purswell John Linhoss Yang Zhao 0032 Practices and Applications of Convolutional Neural Network-Based Computer Vision Systems in Animal Farming: A Review. 1492 2021 21 Sensors 4 https://doi.org/10.3390/s21041492 db/journals/sensors/sensors21.html#LiHCCPLZ21

Taoran Ji Nathan Self Kaiqun Fu Zhiqian Chen Naren Ramakrishnan Chang-Tien Lu Dynamic Multi-Context Attention Networks for Citation Forecasting of Scientific Publications. 7953-7960 2021 AAAI https://doi.org/10.1609/aaai.v35i9.16970 https://www.wikidata.org/entity/Q114253619 conf/aaai/2021 db/conf/aaai/aaai2021.html#JiSFCRL21 Padmaksha Roy Shailik Sarkar Subhodip Biswas Fanglan Chen Zhiqian Chen Naren Ramakrishnan Chang-Tien Lu Deep diffusion-based forecasting of COVID-19 by incorporating network-level mobility information. 168-175 2021 ASONAM https://doi.org/10.1145/3487351.3488334 https://www.wikidata.org/entity/Q130973320 conf/asunam/2021 db/conf/asunam/asonam2021.html#RoySBCCRL21 Kaiqun Fu Taoran Ji Nathan Self Zhiqian Chen Chang-Tien Lu A Hierarchical Attention Graph Convolutional Network for Traffic Incident Impact Forecasting. 1619-1624 2021 IEEE BigData https://doi.org/10.1109/BigData52589.2021.9672030 conf/bigdataconf/2021 db/conf/bigdataconf/bigdataconf2021.html#FuJSCL21 Yanan Zheng Haonan Hu Zhiqian Chen Bo Yin Jie Zhang 0003 On the Mean Local Delay of Clustered Fog Radio Access Networks. 354-359 2021 PIMRC https://doi.org/10.1109/PIMRC50174.2021.9569467 conf/pimrc/2021 db/conf/pimrc/pimrc2021.html#ZhengHCY021

Zhiqian Chen Fanglan Chen Lei Zhang 0158 Taoran Ji Kaiqun Fu Liang Zhao 0002 Feng Chen 0001 Lingfei Wu 0001 Charu C. Aggarwal Chang-Tien Lu Bridging the Gap between Spatial and Spectral Domains: A Theoretical Framework for Graph Neural Networks. 2021 abs/2107.10234 CoRR https://arxiv.org/abs/2107.10234 db/journals/corr/corr2107.html#abs-2107-10234

Padmaksha Roy Shailik Sarkar Subhodip Biswas Fanglan Chen Zhiqian Chen Naren Ramakrishnan Chang-Tien Lu Deep diffusion-based forecasting of COVID-19 by incorporating network-level mobility information. 2021 abs/2111.05199 CoRR https://arxiv.org/abs/2111.05199 db/journals/corr/corr2111.html#abs-2111-05199

Zhiqian Chen Graph Neural Networks: Techniques and Applications. 2020 Virginia Tech, Blacksburg, VA, USA http://hdl.handle.net/10919/99848 https://www.base-search.net/Record/ad26c356a3483ae45d34ffe600b4a727c50fb5e5946887d8a91ddcefd1dd3309 base-search.net (ftvirginiatec:oai:vtechworks.lib.vt.edu:10919/99848) Subhodip Biswas Fanglan Chen Andreea Sistrunk Sathappan Muthiah Zhiqian Chen Nathan Self Chang-Tien Lu Naren Ramakrishnan Geospatial Clustering for Balanced and Proximal Schools. 13358-13365 2020 AAAI https://doi.org/10.1609/aaai.v34i09.7058 conf/aaai/2020 db/conf/aaai/aaai2020.html#BiswasCSMCSLR20 Zhiqian Chen Gaurav Kolhe Setareh Rafatirad Chang-Tien Lu Sai Manoj P. D. Houman Homayoun Liang Zhao 0002 Estimating the Circuit De-obfuscation Runtime based on Graph Deep Learning. 358-363 2020 DATE https://doi.org/10.23919/DATE48585.2020.9116544 conf/date/2020 db/conf/date/date2020.html#ChenKRLDHZ20 Jianfeng He Xuchao Zhang Shuo Lei Zhiqian Chen Fanglan Chen Abdulaziz Alhamadani Bei Xiao Chang-Tien Lu Towards More Accurate Uncertainty Estimation In Text Classification. 8362-8372 2020 EMNLP (1) https://doi.org/10.18653/v1/2020.emnlp-main.671 https://aclanthology.org/2020.emnlp-main.671/ conf/emnlp/2020-1 db/conf/emnlp/emnlp2020-1.html#HeZLCCAXL20 Subhodip Biswas Fanglan Chen Zhiqian Chen Chang-Tien Lu Naren Ramakrishnan Incorporating domain knowledge into Memetic Algorithms for solving Spatial Optimization problems. 25-35 2020 SIGSPATIAL/GIS https://doi.org/10.1145/3397536.3422265 conf/gis/2020 db/conf/gis/gis2020.html#BiswasCCLR20 Fanglan Chen Zhiqian Chen Subhodip Biswas Shuo Lei Naren Ramakrishnan Chang-Tien Lu Graph Convolutional Networks with Kalman Filtering for Traffic Prediction. 135-138 2020 SIGSPATIAL/GIS https://doi.org/10.1145/3397536.3422257 conf/gis/2020 db/conf/gis/gis2020.html#ChenCBLRL20

Zhiqian Chen Fanglan Chen Lei Zhang 0158 Taoran Ji Kaiqun Fu Liang Zhao 0002 Feng Chen 0001 Chang-Tien Lu Bridging the Gap between Spatial and Spectral Domains: A Survey on Graph Neural Networks. 2020 abs/2002.11867 CoRR https://arxiv.org/abs/2002.11867 db/journals/corr/corr2002.html#abs-2002-11867

Subhodip Biswas Fanglan Chen Zhiqian Chen Andreea Sistrunk Nathan Self Chang-Tien Lu Naren Ramakrishnan REGAL: A Regionalization framework for school boundaries. 544-547 2019 SIGSPATIAL/GIS https://doi.org/10.1145/3347146.3359377 conf/gis/2019 db/conf/gis/gis2019.html#BiswasCCSSLR19 Taoran Ji Zhiqian Chen Nathan Self Kaiqun Fu Chang-Tien Lu Naren Ramakrishnan Patent Citation Dynamics Modeling via Multi-Attention Recurrent Networks. 2019 IJCAI https://doi.org/10.24963/ijcai.2019/364 conf/ijcai/2019 db/conf/ijcai/ijcai2019.html#JiCSFLR19 2621-2627

Zhiqian Chen Gaurav Kolhe Setareh Rafatirad Sai Manoj P. D. Houman Homayoun Liang Zhao 0002 Chang-Tien Lu Estimating the Circuit Deobfuscating Runtime based on Graph Deep Learning. 2019 abs/1902.05357 CoRR http://arxiv.org/abs/1902.05357 db/journals/corr/corr1902.html#abs-1902-05357

Taoran Ji Zhiqian Chen Nathan Self Kaiqun Fu Chang-Tien Lu Naren Ramakrishnan Patent Citation Dynamics Modeling via Multi-Attention Recurrent Networks. 2019 abs/1905.10022 CoRR http://arxiv.org/abs/1905.10022 db/journals/corr/corr1905.html#abs-1905-10022

Manu Shukla Zhiqian Chen Chang-Tien Lu DIMPL: a distributed in-memory drone flight path builder system. 24 2018 5 J. Big Data https://doi.org/10.1186/s40537-018-0134-7 https://www.wikidata.org/entity/Q129530505 db/journals/jbd/jbd5.html#ShuklaCL18

Bingsheng Wang Zhiqian Chen Arnold P. Boedihardjo Chang-Tien Lu Virtual Metering: An Efficient Water Disaggregation Algorithm via Nonintrusive Load Monitoring. 39:1-39:30 2018 9 ACM Trans. Intell. Syst. Technol. 4 https://doi.org/10.1145/3141770 db/journals/tist/tist9.html#WangCBL18

Kaiqun Fu Zhiqian Chen Chang-Tien Lu StreetNet: preference learning with convolutional neural network on urban crime perception. 269-278 2018 SIGSPATIAL/GIS https://doi.org/10.1145/3274895.3274975 conf/gis/2018 db/conf/gis/gis2018.html#FuCL18 Zhiqian Chen Feng Chen 0001 Rongjie Lai Xuchao Zhang Chang-Tien Lu Rational Neural Networks for Approximating Graph Convolution Operator on Jump Discontinuities. 59-68 2018 ICDM https://doi.org/10.1109/ICDM.2018.00021 conf/icdm/2018 db/conf/icdm/icdm2018.html#Chen0LZL18 Xuchao Zhang Liang Zhao 0002 Zhiqian Chen Chang-Tien Lu Distributed Self-Paced Learning in Alternating Direction Method of Multipliers. 3148-3154 2018 IJCAI https://doi.org/10.24963/ijcai.2018/437 conf/ijcai/2018 db/conf/ijcai/ijcai2018.html#Zhang0CL18

Xuchao Zhang Liang Zhao 0002 Zhiqian Chen Chang-Tien Lu Distributed Self-Paced Learning in Alternating Direction Method of Multipliers. 2018 abs/1807.02234 CoRR http://arxiv.org/abs/1807.02234 db/journals/corr/corr1807.html#abs-1807-02234

Zhiqian Chen Feng Chen 0001 Rongjie Lai Xuchao Zhang Chang-Tien Lu Rational Neural Networks for Approximating Jump Discontinuities of Graph Convolution Operator. 2018 abs/1808.10073 CoRR http://arxiv.org/abs/1808.10073 db/journals/corr/corr1808.html#abs-1808-10073

Xuchao Zhang Liang Zhao 0002 Zhiqian Chen Arnold P. Boedihardjo Jing Dai Chang-Tien Lu Trendi: Tracking stories in news and microblogs via emerging, evolving and fading topics. 1590-1599 2017 IEEE BigData https://doi.org/10.1109/BigData.2017.8258093 https://doi.ieeecomputersociety.org/10.1109/BigData.2017.8258093 conf/bigdataconf/2017 db/conf/bigdataconf/bigdataconf2017.html#ZhangZCBDL17 Xuchao Zhang Zhiqian Chen Liang Zhao 0002 Arnold P. Boedihardjo Chang-Tien Lu TRACES: Generating Twitter stories via shared subspace and temporal smoothness. 1688-1693 2017 IEEE BigData https://doi.org/10.1109/BigData.2017.8258107 conf/bigdataconf/2017 db/conf/bigdataconf/bigdataconf2017.html#ZhangCZBL17 Zhiqian Chen Chih-Wei Wu Yen-Cheng Lu Alexander Lerch 0001 Chang-Tien Lu Learning to Fuse Music Genres with Generative Adversarial Dual Learning. 817-822 2017 ICDM https://doi.org/10.1109/ICDM.2017.98 https://doi.ieeecomputersociety.org/10.1109/ICDM.2017.98 conf/icdm/2017 db/conf/icdm/icdm2017.html#ChenWLLL17 Zhiqian Chen Xuchao Zhang Arnold P. Boedihardjo Jing Dai Chang-Tien Lu Multimodal Storytelling via Generative Adversarial Imitation Learning. 3967-3973 2017 IJCAI https://doi.org/10.24963/ijcai.2017/554 conf/ijcai/2017 db/conf/ijcai/ijcai2017.html#ChenZBDL17

Zhiqian Chen Xuchao Zhang Arnold P. Boedihardjo Jing Dai Chang-Tien Lu Multimodal Storytelling via Generative Adversarial Imitation Learning. 2017 abs/1712.01455 CoRR http://arxiv.org/abs/1712.01455 db/journals/corr/corr1712.html#abs-1712-01455

Zhiqian Chen Chih-Wei Wu Yen-Cheng Lu Alexander Lerch 0001 Chang-Tien Lu Learning to Fuse Music Genres with Generative Adversarial Dual Learning. 2017 abs/1712.01456 CoRR http://arxiv.org/abs/1712.01456 db/journals/corr/corr1712.html#abs-1712-01456

Xuchao Zhang Zhiqian Chen Weisheng Zhong Arnold P. Boedihardjo Chang-Tien Lu Storytelling in heterogeneous Twitter entity network based on hierarchical cluster routing. 1522-1531 2016 IEEE BigData https://doi.org/10.1109/BigData.2016.7840760 conf/bigdataconf/2016 db/conf/bigdataconf/bigdataconf2016.html#ZhangCZBL16

Qiaoling Tong Qiao Zhang Run Min Xuecheng Zou Zhenglin Liu Zhiqian Chen Sensorless Predictive Peak Current Control for Boost Converter Using Comprehensive Compensation Strategy. 2754-2766 2014 61 IEEE Trans. Ind. Electron. 6 https://doi.org/10.1109/TIE.2013.2274428 db/journals/tie/tie61.html#TongZMZLC14

Zhiqian Chen Wenya Feng Detecting Impolite Crawler by Using Time Series Analysis. 123-126 2013 ICTAI https://doi.org/10.1109/ICTAI.2013.28 https://doi.ieeecomputersociety.org/10.1109/ICTAI.2013.28 conf/ictai/2013 db/conf/ictai/ictai2013.html#ChenF13

Zhiqian Chen Mutuwo Tomita Shinji Doki Shigeru Okuma An extended electromotive force model for sensorless control of interior permanent-magnet synchronous motors. 288-295 2003 50 IEEE Trans. Ind. Electron. 2 https://doi.org/10.1109/TIE.2003.809391 db/journals/tie/tie50.html#ChenTDO03

Zhiqian Chen Mutuwo Tomita Shinji Doki Shigeru Okuma New adaptive sliding observers for position- and velocity-sensorless controls of brushless DC motors. 582-591 2000 47 IEEE Trans. Ind. Electron. 3 https://doi.org/10.1109/41.847899 db/journals/tie/tie47.html#ChenTDO00

Charu C. AggarwalCharu Aggarwal 0001 Thamer M. Alenazi Abdulaziz Alhamadani Lulwah Alkulaib Mariam Almutairi Youssif ALMutairi Moses Ayoola Kourosh Teimouri Baghaei Marouane Benbrahim Tanmay Bhowmik Subhodip Biswas Arnold P. Boedihardjo Fanglan Chen Feng Chen 0001 Siji Chen Gray D. Chesser Jr. Jing Dai Athish Ram Das Sai Manoj Pudukotai DinakarraoSai Manoj P. D. Shinji Doki Yalei Du Xin Fang Philippe Farah Pooya Fayyazsanavi Wenya Feng Kaiqun Fu Ganga Gireesan Jianfeng He Houman Homayoun Haonan Hu Yanbo Huang Xue Hui Taoran Ji Qisheng Jiang 0001 Shaofei Jin Hadi Mardani Kamali Gaurav Kolhe Rongjie Lai Shuo Lei Alexander Lerch 0001 Guoming Li Meng Li 0007 Wenjing Li 0004 Hanzhong Liang Juan Liao Beiyu Lin John Linhoss Dan Liu Yonglei Liu Zhenglin Liu Chang-Tien Lu Xiaoling Lu Yen-Cheng Lu Chunbo Luo Yang Luo 0001 Kurt Luther Ardalan Mehrani Andrew Meng Guangyu Meng Jinpeng Mi Run Min Sathappan Muthiah Bindu Nanduri Kollin Napier Shigeru Okuma Yan Ou Amirreza Payandeh Nisha Pillai Joseph L. Purswell Junfei Qiao 0001 Ruoqing Qiu Setareh Rafatirad Nick RahimiShahram Rahimi 0001 Naren Ramakrishnan Somayeh Bakhtiari Ramezani Mahalingam Ramkumar Ram Ramkumar Zhitong Ran Tamanna Rashme Md Toyaha Rahman Ratul Michael J. Rothrock Michael J. Rothrock Jr. Padmaksha Roy Shailik Sarkar Nathan Self Rui Shang Minglai Shao 0001 Xiang Shen 0001 Jinghao Shi Manu Shukla Andreea Sistrunk Wenjian Sun Yanshen Sun Mutuwo Tomita Qiaoling Tong Ramyasri Veerapaneni Bingsheng Wang Jason Wang Shengkun Wang Zixuan Wang 0019 Jason Weeks Xian Wei Vera Wen Chih-Wei Wu Lingfei Wu 0001 Yifan Wu 0012 Bei Xiao Hongyu Xiong Jie Yang Tiantian Yang Bo Yin Matthew Younkins Zirui Yuan Jianwei Zhang 0001 Jie Zhang 0003 Lei Zhang 0158 Qiao Zhang Qisheng Zhang Xuchao Zhang Yuanyuan Zhang 0010 Zhixin Zhang 0003 Zijian Zhang Zonghan Zhang Kaiqi Zhao 0001 Liang Zhao 0002 Yang Zhao 0032 Yaya Zhao Yanan Zheng Weisheng Zhong Zi-Qiang Zhu Xuecheng Zou