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Yanming Shen
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2020 – today
- 2024
- [j45]Mekkaoui Djamel Eddine, Mohamed Amine Midoun
, Yanming Shen:
LA-RCNN: Luong attention-recurrent- convolutional neural network for EV charging load prediction. Appl. Intell. 54(5): 4352-4369 (2024) - [j44]Quan Shen
Endpoint security reinforcement via integrated zero-trust systems: A collaborative approach. Comput. Secur. 136: 103537 (2024) - [j43]Alkilane Khaled
A graph-based approach for traffic prediction using similarity and causal relations between nodes. Knowl. Based Syst. 296: 111913 (2024) - [c49]Tingting Wang, Yuxuan Tang, Ruolin Li, Duo Yu, Bowen Feng, Feng Ding, Shuo Yu, Yanming Shen:
SPR: A Similar Projection Revisor for Complex Logical Reasoning over Knowledge Graphs. WISA 2024: 78-90 - [c48]Zhuang Zhuang
TAU: Trajectory Data Augmentation with Uncertainty for Next POI Recommendation. AAAI 2024: 22565-22573 - [c47]Rui Li, Chaozhuo Li, Yanming Shen, Zeyu Zhang, Xu Chen:
Generalizing Knowledge Graph Embedding with Universal Orthogonal Parameterization. ICML 2024 - [c46]Yuting Ma, Shuo Yu, Yanming Shen:
Pretraining Molecules with Explicit Substructure Information. SDM 2024: 517-525 - [i14]Lei Liu, Shuo Yu, Runze Wang, Zhenxun Ma, Yanming Shen:
How Can Large Language Models Understand Spatial-Temporal Data? CoRR abs/2401.14192 (2024) - [i13]Rui Li, Chaozhuo Li, Yanming Shen, Zeyu Zhang, Xu Chen:
Generalizing Knowledge Graph Embedding with Universal Orthogonal Parameterization. CoRR abs/2405.08540 (2024) - 2023
- [j42]Mourad Lablack
Spatio-temporal graph mixformer for traffic forecasting. Expert Syst. Appl. 228: 120281 (2023) - [j41]Alfateh M. Tag Elsir
HLGST: Hybrid local-global spatio-temporal model for travel time estimation using Siamese graph convolutional with triplet networks. Expert Syst. Appl. 229(Part A): 120502 (2023) - [j40]Alkilane Khaled
Travel time prediction based on route links' similarity. Neural Comput. Appl. 35(5): 3991-4007 (2023) - [j39]Alfateh M. Tag Elsir
STTG-TTE: spatial-temporal gated multi-modality approach for travel time estimation based on temporal convolutional networks. Neural Comput. Appl. 35(7): 5535-5551 (2023) - [j38]Mingqi Yang
Breaking the Expression Bottleneck of Graph Neural Networks. IEEE Trans. Knowl. Data Eng. 35(6): 5652-5664 (2023) - [c45]Rui Li, Xu Chen, Chaozhuo Li, Yanming Shen, Jianan Zhao, Yujing Wang, Weihao Han, Hao Sun, Weiwei Deng, Qi Zhang, Xing Xie:
To Copy Rather Than Memorize: A Vertical Learning Paradigm for Knowledge Graph Completion. ACL (1) 2023: 6335-6347 - [c44]Mingqi Yang, Wenjie Feng, Yanming Shen, Bryan Hooi:
Towards Better Graph Representation Learning with Parameterized Decomposition & Filtering. ICML 2023: 39234-39251 - [c43]Alfateh M. Tag Elsir
Triplet-contrastive Periodical Siamese Graph Networks for Travel Time Estimation. IJCNN 2023: 1-8 - [c42]Mourad Lablack
Long-sequence model for traffic forecasting in suboptimal situation. MobiArch 2023: 25-30 - [i12]Mingqi Yang, Wenjie Feng, Yanming Shen, Bryan Hooi:
Towards Better Graph Representation Learning with Parameterized Decomposition & Filtering. CoRR abs/2305.06102 (2023) - [i11]Rui Li, Xu Chen, Chaozhuo Li, Yanming Shen, Jianan Zhao, Yujing Wang, Weihao Han, Hao Sun, Weiwei Deng, Qi Zhang, Xing Xie:
To Copy Rather Than Memorize: A Vertical Learning Paradigm for Knowledge Graph Completion. CoRR abs/2305.14126 (2023) - 2022
- [j37]Alkilane Khaled
TFGAN: Traffic forecasting using generative adversarial network with multi-graph convolutional network. Knowl. Based Syst. 249: 108990 (2022) - [j36]Alkilane Khaled
GSTA: gated spatial-temporal attention approach for travel time prediction. Neural Comput. Appl. 34(3): 2307-2322 (2022) - [j35]Xueyan Yin, Genze Wu, Jinze Wei, Yanming Shen
Deep Learning on Traffic Prediction: Methods, Analysis, and Future Directions. IEEE Trans. Intell. Transp. Syst. 23(6): 4927-4943 (2022) - [j34]Guiming Sun, Heng Qi
TCSA-Net: A Temporal-Context-Based Self-Attention Network for Next Location Prediction. IEEE Trans. Intell. Transp. Syst. 23(11): 20735-20745 (2022) - [j33]Mekkaoui Djamel Eddine
A deep learning based approach for predicting the demand of electric vehicle charge. J. Supercomput. 78(12): 14072-14095 (2022) - [c41]Rui Li, Jianan Zhao, Chaozhuo Li, Di He, Yiqi Wang, Yuming Liu, Hao Sun, Senzhang Wang, Weiwei Deng, Yanming Shen, Xing Xie, Qi Zhang:
HousE: Knowledge Graph Embedding with Householder Parameterization. ICML 2022: 13209-13224 - [c40]Mingqi Yang, Yanming Shen, Rui Li, Heng Qi, Qiang Zhang, Baocai Yin:
A New Perspective on the Effects of Spectrum in Graph Neural Networks. ICML 2022: 25261-25279 - [c39]Lei Liu, Yanming Shen, Heng Qi:
A Continuous Encoder-Decoder Method for Spatial-Temporal Forecasting. ICPADS 2022: 835-842 - [i10]Rui Li, Jianan Zhao, Chaozhuo Li, Di He, Yiqi Wang, Yuming Liu, Hao Sun, Senzhang Wang, Weiwei Deng, Yanming Shen, Xing Xie, Qi Zhang:
HousE: Knowledge Graph Embedding with Householder Parameterization. CoRR abs/2202.07919 (2022) - [i9]Mingqi Yang, Yanming Shen, Heng Qi, Baocai Yin:
Soft-mask: Adaptive Substructure Extractions for Graph Neural Networks. CoRR abs/2206.05499 (2022) - [i8]Xueyan Yin, Feifan Li, Yanming Shen, Heng Qi, Baocai Yin:
NodeTrans: A Graph Transfer Learning Approach for Traffic Prediction. CoRR abs/2207.01301 (2022) - 2021
- [j32]Xueyan Yin, Genze Wu, Jinze Wei, Yanming Shen, Heng Qi, Baocai Yin:
Multi-stage attention spatial-temporal graph networks for traffic prediction. Neurocomputing 428: 42-53 (2021) - [j31]Deshun Li, Heng Qi, Yanming Shen, Keqiu Li:
DPCell: Constructing Novel Architectures of Data Center Networks on Dual-Port Servers. IEEE Netw. 35(4): 206-212 (2021) - [j30]Xiaoming Shi
A Spatial-Temporal Attention Approach for Traffic Prediction. IEEE Trans. Intell. Transp. Syst. 22(8): 4909-4918 (2021) - [c38]Zhuang Zhuang
Traffic Knowledge Graph Based Trajectory Destination Prediction. Big Data (CCF) 2021: 194-215 - [c37]Xueyan Yin, Feifan Li, Genze Wu, Pengfei Wang, Yanming Shen, Heng Qi, Baocai Yin:
STNN: A Spatial-Temporal Graph Neural Network for Traffic Prediction. ICPADS 2021: 146-152 - [c36]Chengxuan Ying, Tianle Cai, Shengjie Luo, Shuxin Zheng, Guolin Ke, Di He, Yanming Shen, Tie-Yan Liu:
Do Transformers Really Perform Badly for Graph Representation? NeurIPS 2021: 28877-28888 - [c35]Mingqi Yang, Yanming Shen, Heng Qi, Baocai Yin:
Soft-mask: Adaptive Substructure Extractions for Graph Neural Networks. WWW 2021: 2058-2068 - [i7]Chengxuan Ying, Tianle Cai, Shengjie Luo, Shuxin Zheng, Guolin Ke, Di He, Yanming Shen, Tie-Yan Liu:
Do Transformers Really Perform Bad for Graph Representation? CoRR abs/2106.05234 (2021) - [i6]Chengxuan Ying, Mingqi Yang, Shuxin Zheng, Guolin Ke, Shengjie Luo, Tianle Cai, Chenglin Wu, Yuxin Wang, Yanming Shen, Di He:
First Place Solution of KDD Cup 2021 & OGB Large-Scale Challenge Graph Prediction Track. CoRR abs/2106.08279 (2021) - [i5]Mingqi Yang, Rui Li, Yanming Shen, Heng Qi, Baocai Yin:
Improving Spectral Graph Convolution for Learning Graph-level Representation. CoRR abs/2112.07160 (2021) - 2020
- [j29]Heng Qi
Intelligent Trajectory Inference Through Cellular Signaling Data. IEEE Trans. Cogn. Commun. Netw. 6(2): 586-596 (2020) - [i4]Xueyan Yin, Genze Wu, Jinze Wei, Yanming Shen, Heng Qi, Baocai Yin:
A Comprehensive Survey on Traffic Prediction. CoRR abs/2004.08555 (2020) - [i3]Mingqi Yang, Yanming Shen, Heng Qi, Baocai Yin:
Breaking the Expressive Bottlenecks of Graph Neural Networks. CoRR abs/2012.07219 (2020)
2010 – 2019
- 2019
- [j28]Mourad Lablack
ASTIR: Spatio-Temporal Data Mining for Crowd Flow Prediction. IEEE Access 7: 175159-175165 (2019) - [j27]Wen Liu, Tuqian Zhang, Yanming Shen, Peng Wang:
Fast correlation coefficient estimation algorithm for HBase-based massive time series data. Frontiers Comput. Sci. 13(4): 864-878 (2019) - [j26]Hongyu Zhao, Zhelong Wang, Sen Qiu, Jiaxin Wang, Fang Xu, Zhengyu Wang, Yanming Shen:
Adaptive gait detection based on foot-mounted inertial sensors and multi-sensor fusion. Inf. Fusion 52: 157-166 (2019) - [c34]Shiqiang Li, Weize Wang, Jiawei Shan, Heng Qi, Yanming Shen, Baocai Yin:
An Effective Spatio-Temporal Query Framework for Massive Trajectory Data in Urban Computing. ICPADS 2019: 586-593 - [c33]Yuxin Wang, Bin Wu, Tongkun Xu, Yanming Shen, Feng Chen:
A Dynamic Grid-Based Algorithm for Taxi Ridesharing in Multiple Road Condition. SmartWorld/SCALCOM/UIC/ATC/CBDCom/IOP/SCI 2019: 58-65 - 2018
- [j25]Yining Liu
Personal Tastes vs. Fashion Trends: Predicting Ratings Based on Visual Appearances and Reviews. IEEE Access 6: 16655-16664 (2018) - [j24]Yining Liu, Yong Liu, Yanming Shen, Keqiu Li:
Recommendation in a Changing World: Exploiting Temporal Dynamics in Ratings and Reviews. ACM Trans. Web 12(1): 3:1-3:20 (2018) - [c32]Yuxin Wang, Tongkun Xu, Shiqing Xue
D2P-Apriori: A deep parallel frequent itemset mining algorithm with dynamic queue. ICACI 2018: 649-654 - 2017
- [j23]Deshun Li, Yanming Shen, Keqiu Li:
Length Shuffle: Achieving high performance and flexibility for data center networks design. Comput. Commun. 111: 142-152 (2017) - [j22]Wen Liu, Zhigang Wang, Yanming Shen:
Job-aware Network Scheduling for Hadoop Cluster. KSII Trans. Internet Inf. Syst. 11(1): 237-252 (2017) - [c31]Lei Ni, Yuxin Wang, Haoyang Tang, Zhao Yin, Yanming Shen:
Accurate Localization Using LTE Signaling Data. CIT 2017: 268-273 - [c30]Jianren Gao, Yuxin Wang, Haoyang Tang, Zhao Yin, Lei Ni, Yanming Shen:
An Efficient Dynamic Ridesharing Algorithm. CIT 2017: 320-325 - [c29]Hongyu Zhao, Zhelong Wang, Sen Qiu, Ning Yang, Yanming Shen:
Examination of Gait Disorders in Hemiparesis Patients Using Foot-Mounted Inertial Sensors. CSPS 2017: 1967-1974 - [c28]Hongyu Zhao, Zhelong Wang, Sen Qiu, Yanming Shen, Jianjun Wang:
IMU-based gait analysis for rehabilitation assessment of patients with gait disorders. ICSAI 2017: 622-626 - 2016
- [j21]Deshun Li, Yanming Shen, Keqiu Li:
FleCube: A flexibly-connected architecture of data center networks on multi-port servers. Comput. Commun. 77: 62-71 (2016) - [j20]Wen Liu, Yanming Shen, Peng Wang:
An Efficient Approach of Processing Multiple Continuous Queries. J. Comput. Sci. Technol. 31(6): 1212-1227 (2016) - [j19]Wen Liu, Yanming Shen, Peng Wang:
An efficient MapReduce algorithm for similarity join in metric spaces. J. Supercomput. 72(3): 1179-1200 (2016) - [c27]Deshun Li, Yanming Shen:
ComCell: Exploring flexible and symmetrical architecture for data center networks. HPSR 2016: 8-13 - 2015
- [j18]Xiulong Liu, Keqiu Li, Geyong Min
Completely Pinpointing the Missing RFID Tags in a Time-Efficient Way. IEEE Trans. Computers 64(1): 87-96 (2015) - [j17]Xiulong Liu, Heng Qi, Keqiu Li, Ivan Stojmenovic, Alex X. Liu, Yanming Shen, Wenyu Qu, Weilian Xue:
Sampling Bloom Filter-Based Detection of Unknown RFID Tags. IEEE Trans. Commun. 63(4): 1432-1442 (2015) - [c26]Zhigang Wang, Yanming Shen:
Job-Aware Scheduling for Big Data Processing. CCBD 2015: 177-180 - 2014
- [j16]Xiulong Liu, Keqiu Li, Geyong Min
A Multiple Hashing Approach to Complete Identification of Missing RFID Tags. IEEE Trans. Commun. 62(3): 1046-1057 (2014) - [j15]Xiulong Liu, Keqiu Li, Geyong Min
Efficient Unknown Tag Identification Protocols in Large-Scale RFID Systems. IEEE Trans. Parallel Distributed Syst. 25(12): 3145-3155 (2014) - [i2]Shunyuan Ye, Yanming Shen, Shivendra S. Panwar:
Distributed Scheduling Algorithms for Crosspoint-Buffered Switches. CoRR abs/1406.4235 (2014) - 2013
- [j14]Yanming Shen, Keqiu Li, Weisong Shi:
Advanced topics on cloud computing. J. Comput. Syst. Sci. 79(8): 1199 (2013) - [c25]Xiulong Liu, Keqiu Li, Yanming Shen, Geyong Min, Bin Xiao
A Fast Approach to Unknown Tag Identification in Large Scale RFID Systems. ICCCN 2013: 1-7 - [c24]Xiulong Liu, Heng Qi, Keqiu Li, Yanming Shen, Alex X. Liu, Wenyu Qu:
Time- and Energy-Efficient Detection of Unknown Tags in Large-Scale RFID Systems. MASS 2013: 95-103 - 2012
- [j13]Yingwei Jin, Lulu Sun, Yanming Shen, Keqiu Li, Geyong Min:
A highly available spectrum allocation service model in dynamic spectrum market. Future Gener. Comput. Syst. 28(6): 940-946 (2012) - [j12]Heng Qi, Keqiu Li, Yanming Shen, Wenyu Qu:
Object-based image retrieval with kernel on adjacency matrix and local combined features. ACM Trans. Multim. Comput. Commun. Appl. 8(4): 54:1-54:18 (2012) - [c23]Changqing Ji, Tingting Dong, Yu Li, Yanming Shen, Keqiu Li, Wenming Qiu, Wenyu Qu, Minyi Guo:
Inverted Grid-Based kNN Query Processing with MapReduce. ChinaGrid 2012: 25-32 - 2011
- [j11]Yanming Shen, Keqiu Li, Junfeng Xu, Lu Li:
Layered video multicast with a P2P cooperation approach. J. Netw. Comput. Appl. 34(4): 1108-1112 (2011) - [c22]Lu Li, Yanming Shen, Keqiu Li, Kai Lin:
TPSH: A Novel Spectrum Handoff Approach Based on Time Estimation in Dynamic Spectrum Networks. CSE 2011: 345-350 - [c21]Jining Wang, Yanming Shen:
An Automatic User Terminal of Central Heating System Based on WSN and Automatic Control Technology. CSE 2011: 649-653 - [e1]Wenyu Qu, Kai Lin, Yanming Shen, Weisong Shi, D. Frank Hsu, Xiaolong Jin, Francis C. M. Lau, Junfeng Xu:
14th IEEE International Conference on Computational Science and Engineering, CSE 2011, Dalian, China, August 24-26, 2011. IEEE Computer Society 2011, ISBN 978-1-4577-0974-6 [contents] - [i1]Shunyuan Ye, Yanming Shen, Shivendra S. Panwar:
A Distributed Scheduling Algorithm for High-Speed Switching Systems. CoRR abs/1112.4214 (2011) - 2010
- [j10]Junfeng Xu, Keqiu Li, Yanming Shen, Geyong Min:
An energy efficient packet aggregation scheme for wireless sensor networks. Comput. Syst. Sci. Eng. 25(6) (2010) - [j9]Fei Shi, Keqiu Li, Yanming Shen:
Seamless handoff scheme in Wi-Fi and WiMAX heterogeneous networks. Future Gener. Comput. Syst. 26(8): 1403-1408 (2010) - [j8]Heng Qi, Keqiu Li, Yanming Shen, Wenyu Qu:
An effective solution for trademark image retrieval by combining shape description and feature matching. Pattern Recognit. 43(6): 2017-2027 (2010) - [j7]Keqiu Li, Yanming Shen, Kai Lin, Wenyu Qu:
Coordinated multimedia object replacement in transcoding proxies. J. Supercomput. 52(3): 284-302 (2010) - [j6]Yanming Shen, Shivendra S. Panwar, H. Jonathan Chao:
SQUID: A Practical 100% Throughput Scheduler for Crosspoint Buffered Switches. IEEE/ACM Trans. Netw. 18(4): 1119-1131 (2010) - [c20]Xiaoyu Shi, Ting Sun, Yanming Shen, Keqiu Li, Wenyu Qu:
Tour-Guide: Providing Location-Based Tourist Information on Mobile Phones. CIT 2010: 2397-2401 - [c19]Yu Sang, Keqiu Li, Yanming Shen:
EBDA: An Effective Bottom-up Discretization Algorithm for Continuous Attributes. CIT 2010: 2455-2462 - [c18]Ting Sun, Xiaoyu Shi, Yanming Shen, Keqiu Li, Wenyu Qu:
iLife: A Novel Mobile Social Network Services on Mobile Phones. CIT 2010: 2920-2924 - [c17]Shunyuan Ye, Yanming Shen, Shivendra S. Panwar:
An O(1) scheduling algorithm for variable-size packet switching systems. Allerton 2010: 1683-1690 - [c16]Shunyuan Ye, Yanming Shen, Shivendra S. Panwar:
HELIOS: a high energy-efficiency locally-scheduled input-queued optical switch. ANCS 2010: 8 - [c15]Guoqi Yang, Yanming Shen, Keqiu Li, Wenyu Qu:
A Comprehensive Task Scheduling Algorithm in Grid. ChinaGrid 2010: 3-10 - [c14]Shiyu Yang, Yanming Shen, Wenyu Qu, Keqiu Li:
A Novel On-Demand Streaming Service Based on Improved BitTorrent. FCST 2010: 46-50 - [c13]Shunyuan Ye, Yanming Shen, Shivendra S. Panwar:
DISQUO: A distributed 100% throughput algorithm for a buffered crossbar switch. HPSR 2010: 75-81 - [c12]Zongliang ZhuanSun, Keqiu Li, Yanming Shen:
An Efficient Adaptive Routing Algorithm for Application-Specific Network-on-Chip. PAAP 2010: 333-338
2000 – 2009
- 2009
- [j5]Keqiu Li, Yanming Shen, Minyi Guo:
Special issue: Network and Parallel Computing. Comput. Syst. Sci. Eng. 24(3) (2009) - [j4]Wenyu Qu, Masaru Kitsuregawa, Yanming Shen, Takashi Nanya:
An optimal lifetime-adaptive method for wireless sensor networks. Comput. Syst. Sci. Eng. 24(3) (2009) - [j3]Yanming Shen, Keqiu Li:
On the design of P2P. video streaming with layered coding. Comput. Syst. Sci. Eng. 24(3) (2009) - [j2]Yanming Shen, Shivendra S. Panwar, H. Jonathan Chao:
Design and performance analysis of a practical load-balanced switch. IEEE Trans. Commun. 57(8): 2420-2429 (2009) - [j1]Zhengye Liu, Yanming Shen, Keith W. Ross, Shivendra S. Panwar, Yao Wang:
LayerP2P: Using Layered Video Chunks in P2P Live Streaming. IEEE Trans. Multim. 11(7): 1340-1352 (2009) - [c11]Chong Yao, Keqiu Li, Kai Lin, Yanming Shen:
Load Balancing on the Exchanged Hypercube. ChinaGrid 2009: 32-35 - [c10]Fei Shi, Keqiu Li, Yanming Shen:
A Low Latency Handoff Scheme Based on the Location and Movement Pattern. ISPA 2009: 361-365 - [c9]Kai Lin, Keqiu Li, Hongwei Ge, Yanming Shen:
An equilibrium multi-hop cluster hierarchy for wireless sensor networks. IWCMC 2009: 703-706 - [c8]Junfeng Xu, Keqiu Li, Yanming Shen, Geyong Min, Wenyu Qu:
Adaptive Energy-Efficient Packet Transmission for Voice Delivering in Wireless Sensor Networks. NPC 2009: 86-92 - [c7]Yingwei Jin, Yanming Shen:
Multi-dimension Multi-stage Fuzzy Optimum Dynamic Programming Method with Complicated Information. ScalCom-EmbeddedCom 2009: 121-128 - 2008
- [c6]Junfeng Xu, Keqiu Li, Yanming Shen, Jian Liu:
An Energy-Efficient Waiting Caching Algorithm in Wireless Sensor Networks. EUC (1) 2008: 323-329 - [c5]Zhengye Liu, Yanming Shen, Keith W. Ross, Shivendra S. Panwar, Yao Wang:
Substream Trading: Towards an open P2P live streaming system. ICNP 2008: 94-103 - 2007
- [c4]Bengi Karacali, Mark J. Karol, Parameshwaran Krishnan, Jean Meloche, Yanming Shen:
Path switching and call protection for reliable IP telephony. BROADNETS 2007: 169-176 - [c3]Zhengye Liu, Yanming Shen, Shivendra S. Panwar, Keith W. Ross, Yao Wang:
P2P Video Live Streaming with MDC: Providing Incentives for Redistribution. ICME 2007: 48-51 - 2006
- [c2]Yanming Shen, Zhengye Liu, Shivendra S. Panwar, Keith W. Ross, Yao Wang:
On the Design of Prefetching Strategies in a Peer-Driven Video on-Demand System. ICME 2006: 817-820 - 2005
- [c1]Yanming Shen, Zhengye Liu, Shivendra S. Panwar, Keith W. Ross, Yao Wang:
Streaming layered encoded video using peers. ICME 2005: 966-969
Coauthor Index
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