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Xingyu Lu
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Journal Articles
- 2024
- [j36]Rui He
, Cuijuan Zhang, Yunpeng Xiao, Xingyu Lu
, Song Zhang, Yanbing Liu:
Deep spatio-temporal 3D dilated dense neural network for traffic flow prediction. Expert Syst. Appl. 237(Part A): 121394 (2024) - [j35]Xi He
, Weikang He, Yilin Liu, Xingyu Lu
, Yunpeng Xiao, Yanbing Liu:
ImNext: Irregular Interval Attention and Multi-task Learning for Next POI Recommendation. Knowl. Based Syst. 293: 111674 (2024) - [j34]Shiyuan Zhang
, Xingyu Lu
, Jintao Yu, Zheng Dai
, Weimin Su, Hong Gu:
Clutter Suppression for Radar via Deep Joint Sparse Recovery Network. IEEE Geosci. Remote. Sens. Lett. 21: 1-5 (2024) - [j33]Shiyuan Zhang
, Xingyu Lu
, Ke Tan, Huabin Yan
, Jianchao Yang, Zheng Dai, Hong Gu:
Co-Frequency Interference Suppression of Integrated Detection and Jamming System Based on 2D Sparse Recovery. Remote. Sens. 16(13): 2325 (2024) - [j32]Huabin Yan
, Shiyuan Zhang
, Xingyu Lu, Jianchao Yang, Lunhao Duan, Ke Tan, Hong Gu:
A Waveform Design for Integrated Radar and Jamming Based on Smart Modulation and Complementary Coding. Remote. Sens. 16(15): 2725 (2024) - [j31]Jie Su
, Xingyi Liu, Yuzhe Wang, Xingyu Lu, Xiaokai Niu, Jiangtao Zhao:
In Situ Test and Numerical Analysis of the Subway-Induced Vibration Influence in Historical and Cultural Reserves. Sensors 24(9): 2860 (2024) - [j30]Guanqi Tong
, Xingyu Lu, Jianchao Yang, Wenchao Yu, Hong Gu, Weimin Su:
A Sparse Recovery Algorithm for Suppressing Multiple Linear Frequency Modulation Interference in the Synthetic Aperture Radar Image Domain. Sensors 24(10): 3095 (2024) - [j29]Wenchao Yu
, Xingyu Lu
, Weimin Su
, Hong Gu
, Jianchao Yang
:
Efficient Long-Time Coherent Integration and Detection Algorithm for Radar High-Speed Target Based on the Azimuth Resampling Technology. IEEE Trans. Aerosp. Electron. Syst. 60(1): 1091-1101 (2024) - [j28]Xingyu Lu, Hasin Us Sami
, Basak Güler
:
SCALR: Communication-Efficient Secure Multi-Party Logistic Regression. IEEE Trans. Commun. 72(1): 162-178 (2024) - [j27]Huizhang Yang
, Ping Lang
, Xingyu Lu
, Shengyao Chen
, Feng Xi
, Zhong Liu
, Jian Yang
:
Robust Block Subspace Filtering for Efficient Removal of Radio Interference in Synthetic Aperture Radar Images. IEEE Trans. Geosci. Remote. Sens. 62: 1-12 (2024) - [j26]Xingyu Lu, Hasin Us Sami
, Basak Güler
:
Privacy-Preserving Collaborative Learning With Linear Communication Complexity. IEEE Trans. Inf. Theory 70(8): 5857-5887 (2024) - 2023
- [j25]Xiaofeng Xu
, Xianglin Bao, Xingyu Lu, Ruiheng Zhang, Xinquan Chen, Guifu Lu:
An end-to-end deep generative approach with meta-learning optimization for zero-shot object classification. Inf. Process. Manag. 60(2): 103233 (2023) - [j24]Rui He
, Yunpeng Xiao, Xingyu Lu
, Song Zhang, Yanbing Liu:
ST-3DGMR: Spatio-temporal 3D grouped multiscale ResNet network for region-based urban traffic flow prediction. Inf. Sci. 624: 68-93 (2023) - [j23]Ke Tan, Shengqi Zhou, Xingyu Lu, Jianchao Yang, Weimin Su, Hong Gu:
Real Aperture Radar Super-Resolution Imaging for Sea Surface Monitoring Based on a Hybrid Model. Sensors 23(23): 9609 (2023) - [j22]Wenchao Yu
, Weimin Su, Hong Gu, Jianchao Yang, Xingyu Lu:
Maneuvering target detection method based on Keystone transform and Radon local mapping sparse-modified Lv's Distribution. Signal Image Video Process. 17(6): 2771-2778 (2023) - [j21]Yunpeng Xiao
, Zhen Huang
, Qian Li
, Xingyu Lu
, Tun Li:
Diffusion Pixelation: A Game Diffusion Model of Rumor & Anti-Rumor Inspired by Image Restoration. IEEE Trans. Knowl. Data Eng. 35(5): 4682-4694 (2023) - 2022
- [j20]Wenchao Yu
, Xingyu Lu, Weimin Su, Hong Gu, Jianchao Yang:
Complex migration correction and coherent integration algorithm for radar target with arbitrary moving direction. Digit. Signal Process. 129: 103674 (2022) - [j19]Lijun Zhang, Xingyu Lu, Zhaoqiang Chen, Tianwei Liu, Qun Chen, Zhanhuai Li:
Adaptive deep learning for network intrusion detection by risk analysis. Neurocomputing 493: 46-58 (2022) - [j18]Youcef Nafa
, Qun Chen, Zhaoqiang Chen, Xingyu Lu, Haiyang He, Tianyi Duan, Zhanhuai Li:
Active deep learning on entity resolution by risk sampling. Knowl. Based Syst. 236: 107729 (2022) - [j17]Rui He
, Yanbing Liu, Yunpeng Xiao, Xingyu Lu
, Song Zhang:
Deep spatio-temporal 3D densenet with multiscale ConvLSTM-Resnet network for citywide traffic flow forecasting. Knowl. Based Syst. 250: 109054 (2022) - [j16]Xingyu Lu
, Chenchen Wang
, Xiaofeng Xu
, Huizhang Yang
, Shiyuan Zhang
, Ke Tan, Xianglin Bao
, Weimin Su
, Hong Gu:
Automatic RFI Identification for Sentinel-1 Based on Siamese-Type Deep CNN Using Repeat-Pass Images. IEEE Trans. Geosci. Remote. Sens. 60: 1-16 (2022) - [j15]Xingyu Lu
, Jianchao Yang, Tat Soon Yeo
, Weimin Su
, Hong Gu, Wenchao Yu
:
Accurate SAR Image Recovery From RFI Contaminated Raw Data by Using Image Domain Mixed Regularizations. IEEE Trans. Geosci. Remote. Sens. 60: 1-13 (2022) - [j14]Fudong Li
, Xingyu Lu
, Jianjun Yuan
:
MHA-CoroCapsule: Multi-Head Attention Routing-Based Capsule Network for COVID-19 Chest X-Ray Image Classification. IEEE Trans. Medical Imaging 41(5): 1208-1218 (2022) - [j13]Xingyu Lu
, Jun Liu
, Shengli Gan, Tun Li, Yunpeng Xiao
, Yanbing Liu
:
Recommendation Model Based on Dynamic Interest Group Identification and Data Compensation. IEEE Trans. Netw. Serv. Manag. 19(1): 89-99 (2022) - 2021
- [j12]Yunpeng Xiao
, Rui Li, Xingyu Lu
, Yanbing Liu:
Link prediction based on feature representation and fusion. Inf. Sci. 548: 1-17 (2021) - [j11]Ke Tan, Xingyu Lu, Jianchao Yang, Weimin Su, Hong Gu:
A Novel Bayesian Super-Resolution Method for Radar Forward-Looking Imaging Based on Markov Random Field Model. Remote. Sens. 13(20): 4115 (2021) - [j10]Xingyu Lu
, Jianchao Yang, Wenchao Yu, Weimin Su
, Hong Gu, Tat Soon Yeo
:
Enhanced LRR-Based RFI Suppression for SAR Imaging Using the Common Sparsity of Range Profiles for Accurate Signal Recovery. IEEE Trans. Geosci. Remote. Sens. 59(2): 1302-1318 (2021) - [j9]Xianyang Hu
, Changzheng Ma
, Xingyu Lu
, Tat Soon Yeo
:
Compressive Sensing SAR Imaging Algorithm for LFMCW Systems. IEEE Trans. Geosci. Remote. Sens. 59(10): 8486-8500 (2021) - [j8]Xingyu Lu
, Bangzhen Xu, Tat Soon Yeo
, Weimin Su, Hong Gu:
Co-Located MIMO Radar Target Detection in Cluttered and Noisy Environment Based on 2D Block Sparse Recovery. IEEE Trans. Signal Process. 69: 3431-3445 (2021) - 2020
- [j7]Taoli Yang
, Wei Huang, Xingyu Lu:
Two Dimensional Forward-Looking Missile-Borne Radar Imaging Based on Vortex Electromagnetic Waves. IEEE Access 8: 221103-221110 (2020) - [j6]Xingyu Lu
, Yujiu Zhao
, Jianchao Yang, Weimin Su
, Hong Gu, Tat Soon Yeo
:
An Efficient Method for Single-Channel SAR Target Reconstruction Under Severe Deceptive Jamming. IEEE Geosci. Remote. Sens. Lett. 17(2): 237-241 (2020) - [j5]Wenchao Yu, Weimin Su, Hong Gu, Jianchao Yang, Xingyu Lu:
Weak maneuvering target detection in random pulse repetition interval radar. Signal Process. 171: 107520 (2020) - 2019
- [j4]Wenchao Yu, Weimin Su, Hong Gu, Jianchao Yang, Xingyu Lu:
Fast implementation of ground maneuvering target focusing. Digit. Signal Process. 89: 155-169 (2019) - [j3]Lindong Liu, Jingwen Dai, Junwei Yang, Miao Jin, Wei Jiang, Xingyu Lu:
Intelligent simulation experimental study on influence of air velocity of air supply hood and exhaust hood with vertical push-pull ventilation. J. Intell. Fuzzy Syst. 37(4): 4819-4826 (2019) - 2018
- [j2]Xingyu Lu
, Weimin Su, Jianchao Yang, Hong Gu, Hailong Zhang, Wenchao Yu, Tat Soon Yeo
:
Radio Frequency Interference Suppression for SAR via Block Sparse Bayesian Learning. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 11(12): 4835-4847 (2018) - 2016
- [j1]Yunpeng Xiao
, Xingyu Lu, Yanbing Liu:
A parallel and distributed algorithm for role discovery in large-scale social networks. Intell. Autom. Soft Comput. 22(4): 675-681 (2016)
Conference and Workshop Papers
- 2024
- [c23]Junlin Wang, Xingyu Lu, Ningbo Fei, Xiaodong Li, Yong Hu:
Application of CNN Classifier for Somatosensory ERP-Based Brain-Computer Interface. CIVEMSA 2024: 1-6 - [c22]Boqi Dai, Kai Ouyang, Jun Yuan, Miaoxin Chen, Xingyu Lu, Weiwen Liu, Rui Zhang, Hai-Tao Zheng:
Enhancing Multi-Task Models For Recommendation with Tensor Trace Norm. ICASSP 2024: 5270-5274 - 2023
- [c21]Xingyu Lu, Chi-Man Pun:
Supervised Discriminative Discrete Hashing for Cross-Modal Retrieval. ADMA (2) 2023: 599-613 - [c20]Xingyu Lu, Hasin Us Sami, Basak Güler:
Dropout-Resilient Secure Multi-Party Collaborative Learning with Linear Communication Complexity. AISTATS 2023: 10566-10593 - [c19]Wenyun Li
, Guo Zhong, Xingyu Lu, Chi-Man Pun:
Locality Preserving Multiview Graph Hashing For Large Scale Remote Sensing Image Search. ICASSP 2023: 1-5 - [c18]Jefferson Ng, Yijian Li, Xuxiao Ji, Can Yang, Jiaqiao Wan, Xingyu Lu:
Analyzing and Comparing Results for Multiple Machine Learning Models. ICCEIC 2023: 163-170 - [c17]Xingyu Lu, Zhining Liu, Yanchu Guan, Hongxuan Zhang, Chenyi Zhuang, Wenqi Ma, Yize Tan, Jinjie Gu, Guannan Zhang:
GreenFlow: A Computation Allocation Framework for Building Environmentally Sound Recommendation System. IJCAI 2023: 6103-6111 - [c16]Xingyu Lu, Basak Güler:
Breaking the Quadratic Communication Overhead of Secure Multi-Party Neural Network Training. ISIT 2023: 921-926 - [c15]Jinpeng Wang
, Ziyun Zeng
, Yunxiao Wang
, Yuting Wang, Xingyu Lu, Tianxiang Li, Jun Yuan, Rui Zhang
, Hai-Tao Zheng
, Shu-Tao Xia
:
MISSRec: Pre-training and Transferring Multi-modal Interest-aware Sequence Representation for Recommendation. ACM Multimedia 2023: 6548-6557 - [c14]Yankun Ren
, Xinxing Yang
, Xingyu Lu
, Longfei Li
, Jun Zhou
, Jinjie Gu
, Guannan Zhang
:
GreenSeq: Automatic Design of Green Networks for Sequential Recommendation Systems. SIGIR 2023: 3364-3368 - 2022
- [c13]Xingyu Lu, Qintong Wu, Wenliang Zhong:
Multi-slots Online Matching with High Entropy. ICML 2022: 14412-14428 - 2021
- [c12]Liang Qiao, Yun Li, Shanlin Sun, Biaohang Sun, Kai Tian, Zhitian Li, Xingyu Lu:
Research on Task Assignment Based on Hierarchical Structure for Autonomous Underwater Vehicle. ICCC Workshops 2021: 299-303 - [c11]Biaohang Sun, Yun Li, Shanlin Sun, Liang Qiao, Kai Tian, Zhitian Li, Xingyu Lu:
Optimal Routing Scheduling Strategy Based on Prediction of Ocean Current Movement for Underwater Wireless Sensor Networks. ICCT 2021: 549-553 - [c10]Zhitian Li, Shanlin Sun, Yun Li, Biaohang Sun, Kai Tian, Liang Qiao, Xingyu Lu:
Aerial Image Object Detection Method Based on Adaptive ClusDet Network. ICCT 2021: 1091-1096 - [c9]Ke Tan, Jianchao Yang, Xingyu Lu, Weiming Su, Hong Gu:
A Super-Resolution Imaging Method for Real-Aperture Scanning Radar Based on MRF Prior Model. IGARSS 2021: 5079-5082 - [c8]Jianchao Yang, Xingyu Lu, Zheng Dai, Ke Tan, Wenchao Yu:
Autofocus Method for Sparse Aperture ISAR Based on L0 Norm and NLTV Regularization. IGARSS 2021: 5103-5106 - [c7]Xingyu Lu, Taoli Yang, Zhidong Wang, Wei Tang:
Surface Deformation Analysis in Jiuzhaigou, China Using SBAS-InSAR Technique. IGARSS 2021: 5350-5353 - [c6]Jing Zhu, Xingyu Lu, Mark Heimann, Danai Koutra:
Node Proximity Is All You Need: Unified Structural and Positional Node and Graph Embedding. SDM 2021: 163-171 - 2019
- [c5]Yong Zhang, Taoli Yang, Xingyu Lu:
An Novel Imaging Algorithm for MEB SAR Systems With Channel Errors. IGARSS 2019: 2377-2380 - 2018
- [c4]Xingyu Lu, Mingming Zhao, Liang Qiao, Nan Chi:
Non-linear Compensation of Multi-CAP VLC System Employing Pre-Distortion Base on Clustering of Machine Learning. OFC 2018: 1-3 - [c3]Liang Qiao, Xingyu Lu, Shangyu Liang, Nan Chi:
MISO Visible Light Communication System Utilizing MCMMA Aided Pre-convergence of STBC Decoding. OFC 2018: 1-3 - 2013
- [c2]Jingshan Huang, Jiangbo Dang, Xingyu Lu, Min Xiong, William T. Gerthoffer
, Ming Tan
:
Semi-automated microRNA ontology development based on artificial neural networks. BIBM 2013: 526-529 - 2012
- [c1]Jingshan Huang, Xingyu Lu, Dejing Dou, William T. Gerthoffer
, Jiangbo Dang, Judith A. Blake
, Ming Tan
:
An ontology-based MicroRNA knowledge sharing and acquisition framework. BIBM Workshops 2012: 740-747
Informal and Other Publications
- 2024
- [i18]Xingyu Lu, Lei Sun, Diyang Gu, Zhijie Xu, Kaiwei Wang:
SGE: Structured Light System Based on Gray Code with an Event Camera. CoRR abs/2403.07326 (2024) - [i17]Xingyu Lu, He Cao, Zijing Liu, Shengyuan Bai, Leqing Chen, Yuan Yao, Hai-Tao Zheng, Yu Li:
MoleculeQA: A Dataset to Evaluate Factual Accuracy in Molecular Comprehension. CoRR abs/2403.08192 (2024) - [i16]Xingyu Lu, Xiaonan Li, Qinyuan Cheng, Kai Ding, Xuanjing Huang, Xipeng Qiu:
Scaling Laws for Fact Memorization of Large Language Models. CoRR abs/2406.15720 (2024) - [i15]Shiyu Wang, Zhixuan Chu, Yinbo Sun, Yu Liu, Yuliang Guo, Yang Chen, Huiyang Jian, Lintao Ma, Xingyu Lu, Jun Zhou:
Multiscale Representation Enhanced Temporal Flow Fusion Model for Long-Term Workload Forecasting. CoRR abs/2407.19697 (2024) - 2023
- [i14]Wenyun Li, Guo Zhong, Xingyu Lu, Chi-Man Pun:
Locality Preserving Multiview Graph Hashing for Large Scale Remote Sensing Image Search. CoRR abs/2304.04368 (2023) - [i13]Yinghui Li, Yong Jiang, Shen Huang, Xingyu Lu, Yangning Li, Pengjun Xie, Fei Huang, Hai-Tao Zheng:
Bidirectional End-to-End Learning of Retriever-Reader Paradigm for Entity Linking. CoRR abs/2306.12245 (2023) - [i12]Jinpeng Wang, Ziyun Zeng, Yunxiao Wang
, Yuting Wang, Xingyu Lu, Tianxiang Li, Jun Yuan, Rui Zhang, Hai-Tao Zheng, Shu-Tao Xia:
MISSRec: Pre-training and Transferring Multi-modal Interest-aware Sequence Representation for Recommendation. CoRR abs/2308.11175 (2023) - [i11]Rajarshi Bhowmik, Marco Ponza, Atharva Tendle, Anant Gupta, Rebecca Jiang, Xingyu Lu, Qian Zhao, Daniel Preotiuc-Pietro:
Leveraging Contextual Information for Effective Entity Salience Detection. CoRR abs/2309.07990 (2023) - [i10]Ding Zou, Wei Lu, Zhibo Zhu, Xingyu Lu, Jun Zhou, Xiaojin Wang, Kangyu Liu, Haiqing Wang, Kefan Wang, Renen Sun:
OptScaler: A Hybrid Proactive-Reactive Framework for Robust Autoscaling in the Cloud. CoRR abs/2311.12864 (2023) - [i9]He Cao, Zijing Liu, Xingyu Lu, Yuan Yao, Yu Li:
InstructMol: Multi-Modal Integration for Building a Versatile and Reliable Molecular Assistant in Drug Discovery. CoRR abs/2311.16208 (2023) - [i8]Xingyu Lu, Zhining Liu, Yanchu Guan, Hongxuan Zhang, Chenyi Zhuang, Wenqi Ma, Yize Tan, Jinjie Gu, Guannan Zhang:
GreenFlow: A Computation Allocation Framework for Building Environmentally Sound Recommendation System. CoRR abs/2312.16176 (2023) - 2022
- [i7]Bowen Zhao, Jiuding Sun, Bin Xu, Xingyu Lu, Yuchen Li, Jifan Yu, Minghui Liu, Tingjian Zhang, Qiuyang Chen, Hanming Li, Lei Hou, Juanzi Li:
EDUKG: a Heterogeneous Sustainable K-12 Educational Knowledge Graph. CoRR abs/2210.12228 (2022) - 2021
- [i6]Jing Zhu, Xingyu Lu, Mark Heimann, Danai Koutra:
Node Proximity Is All You Need: Unified Structural and Positional Node and Graph Embedding. CoRR abs/2102.13582 (2021) - [i5]Yitao Shen, Yue Wang, Xingyu Lu, Feng Qi, Jia Yan, Yixiang Mu, Yao Yang, Yifan Peng, Jinjie Gu:
A framework for massive scale personalized promotion. CoRR abs/2108.12100 (2021) - 2020
- [i4]Xingyu Lu, Kimin Lee, Pieter Abbeel, Stas Tiomkin:
Dynamics Generalization via Information Bottleneck in Deep Reinforcement Learning. CoRR abs/2008.00614 (2020) - [i3]Youcef Nafa, Qun Chen, Zhaoqiang Chen, Xingyu Lu, Haiyang He, Tianyi Duan, Zhanhuai Li:
Active Deep Learning on Entity Resolution by Risk Sampling. CoRR abs/2012.12960 (2020) - 2019
- [i2]Ofir Nachum, Haoran Tang, Xingyu Lu, Shixiang Gu, Honglak Lee, Sergey Levine:
Why Does Hierarchy (Sometimes) Work So Well in Reinforcement Learning? CoRR abs/1909.10618 (2019) - [i1]Xingyu Lu, Stas Tiomkin, Pieter Abbeel:
Predictive Coding for Boosting Deep Reinforcement Learning with Sparse Rewards. CoRR abs/1912.13414 (2019)
Coauthor Index
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