Xingyu Lu

Publication Activity (10 Years)

Years Active: 2012-2024
Publications (10 Years): 77

Top Topics

Reinforcement Learning

Synthetic Aperture

Top Venues

IEEE Trans. Geosci. Remote. Sens.

Publications

Yongfeng Gu, Yupeng Wu, Huakang Lu, Xingyu Lu, Hong Qian, Jun Zhou, Aimin Zhou
LASCA: A Large-Scale Stable Customer Segmentation Approach to Credit Risk Assessment. KDD (2024)
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 (2024)
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) (2024)
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) (2024)
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 (2024)
Xingyu Lu, Xiaonan Li, Qinyuan Cheng, Kai Ding, Xuanjing Huang, Xipeng Qiu
Scaling Laws for Fact Memorization of Large Language Models. CoRR (2024)
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) (2024)
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 (2024)
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) (2024)
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 (2024)
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) (2024)
Xingyu Lu, Hasin Us Sami, Basak Güler
Privacy-Preserving Collaborative Learning With Linear Communication Complexity. IEEE Trans. Inf. Theory 70 (8) (2024)
Yupeng Wu, Zhibo Zhu, Chaoyi Ma, Hong Qian, Xingyu Lu, Yangwenhui Zhang, Xiaobo Qin, Binjie Fei, Jun Zhou, Aimin Zhou
Cost-Efficient Fraud Risk Optimization with Submodularity in Insurance Claim. KDD (2024)
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 (2024)
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) (2024)
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)
Xingyu Lu, Hasin Us Sami, Basak Güler
SCALR: Communication-Efficient Secure Multi-Party Logistic Regression. IEEE Trans. Commun. 72 (1) (2024)
Junlin Wang, Xingyu Lu, Ningbo Fei, Xiaodong Li, Yong Hu
Application of CNN Classifier for Somatosensory ERP-Based Brain-Computer Interface. CIVEMSA (2024)
Xingyu Lu, Lei Sun, Diyang Gu, Zhijie Xu, Kaiwei Wang
SGE: Structured Light System Based on Gray Code with an Event Camera. CoRR (2024)
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 (2023)
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) (2023)
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) (2023)
Wenyun Li, Guo Zhong, Xingyu Lu, Chi-Man Pun
Locality Preserving Multiview Graph Hashing for Large Scale Remote Sensing Image Search. CoRR (2023)
Xingyu Lu, Chi-Man Pun
Supervised Discriminative Discrete Hashing for Cross-Modal Retrieval. ADMA (2) (2023)
Jefferson Ng, Yijian Li, Xuxiao Ji, Can Yang, Jiaqiao Wan, Xingyu Lu
Analyzing and Comparing Results for Multiple Machine Learning Models. ICCEIC (2023)
Xingyu Lu, Basak Güler
Breaking the Quadratic Communication Overhead of Secure Multi-Party Neural Network Training. ISIT (2023)
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 (2023)
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)
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)
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 (2023)
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 (2023)
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 (2023)
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) (2023)
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)
Xingyu Lu, Hasin Us Sami, Basak Güler
Dropout-Resilient Secure Multi-Party Collaborative Learning with Linear Communication Complexity. AISTATS (2023)
Wenyun Li, Guo Zhong, Xingyu Lu, Chi-Man Pun
Locality Preserving Multiview Graph Hashing For Large Scale Remote Sensing Image Search. ICASSP (2023)
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 (2023)
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 (2023)
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) (2023)
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 (2022)
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 (2022)
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) (2022)
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 (2022)
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 (2022)
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 (2022)
Lijun Zhang, Xingyu Lu, Zhaoqiang Chen, Tianwei Liu, Qun Chen, Zhanhuai Li
Adaptive deep learning for network intrusion detection by risk analysis. Neurocomputing 493 (2022)
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) (2022)
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 (2022)
Xingyu Lu, Qintong Wu, Wenliang Zhong
Multi-slots Online Matching with High Entropy. ICML (2022)
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)
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 (2021)
Xingyu Lu, Taoli Yang, Zhidong Wang, Wei Tang
Surface Deformation Analysis in Jiuzhaigou, China Using SBAS-InSAR Technique. IGARSS (2021)
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)
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 (2021)
Jing Zhu, Xingyu Lu, Mark Heimann, Danai Koutra
Node Proximity Is All You Need: Unified Structural and Positional Node and Graph Embedding. SDM (2021)
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) (2021)
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)
Jing Zhu, Xingyu Lu, Mark Heimann, Danai Koutra
Node Proximity Is All You Need: Unified Structural and Positional Node and Graph Embedding. CoRR (2021)
Yunpeng Xiao, Rui Li, Xingyu Lu, Yanbing Liu
Link prediction based on feature representation and fusion. Inf. Sci. 548 (2021)
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) (2021)
Xianyang Hu, Changzheng Ma, Xingyu Lu, Tat Soon Yeo
Compressive Sensing SAR Imaging Algorithm for LFMCW Systems. IEEE Trans. Geosci. Remote. Sens. 59 (10) (2021)
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)
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)
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) (2020)
Youcef Nafa, Qun Chen, Zhaoqiang Chen, Xingyu Lu, Haiyang He, Tianyi Duan, Zhanhuai Li
Active Deep Learning on Entity Resolution by Risk Sampling. CoRR (2020)
Wenchao Yu, Weimin Su, Hong Gu, Jianchao Yang, Xingyu Lu
Weak maneuvering target detection in random pulse repetition interval radar. Signal Process. 171 (2020)
Taoli Yang, Wei Huang, Xingyu Lu
Two Dimensional Forward-Looking Missile-Borne Radar Imaging Based on Vortex Electromagnetic Waves. IEEE Access 8 (2020)
Xingyu Lu, Kimin Lee, Pieter Abbeel, Stas Tiomkin
Dynamics Generalization via Information Bottleneck in Deep Reinforcement Learning. CoRR (2020)
Xingyu Lu, Stas Tiomkin, Pieter Abbeel
Predictive Coding for Boosting Deep Reinforcement Learning with Sparse Rewards. CoRR (2019)
Yong Zhang, Taoli Yang, Xingyu Lu
An Novel Imaging Algorithm for MEB SAR Systems With Channel Errors. IGARSS (2019)
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) (2019)
Wenchao Yu, Weimin Su, Hong Gu, Jianchao Yang, Xingyu Lu
Fast implementation of ground maneuvering target focusing. Digit. Signal Process. 89 (2019)
Ofir Nachum, Haoran Tang, Xingyu Lu, Shixiang Gu, Honglak Lee, Sergey Levine
Why Does Hierarchy (Sometimes) Work So Well in Reinforcement Learning? CoRR (2019)
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)
Liang Qiao, Xingyu Lu, Shangyu Liang, Nan Chi
MISO Visible Light Communication System Utilizing MCMMA Aided Pre-convergence of STBC Decoding. OFC (2018)
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) (2018)
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) (2016)
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)
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)