Junyi Liu

Publication Activity (10 Years)

Years Active: 2012-2024
Publications (10 Years): 71

Top Topics

Stochastic Programming

Top Venues

Int. J. Appl. Earth Obs. Geoinformation

Publications

Jinjiang Wei, Kaimin Sun, Wenzhuo Li, Wangbin Li, Song Gao, Shunxia Miao, Qinhui Zhou, Junyi Liu
Robust change detection for remote sensing images based on temporospatial interactive attention module. Int. J. Appl. Earth Obs. Geoinformation 128 (2024)
Junyi Liu, Zengquan Xu, Shuqi Mo, Yuming Huang, Yining Huang, Zhenhua Li, Yuying Guo, Lei Shen, Shuo Xu, Ran Gao, Cheng Du, Qian Feng, Jie Luo, Jie Liu, Siyuan Yu
High Spectral-Efficiency, Ultra-low MIMO SDM Transmission over a Field-Deployed Multi-Core OAM Fiber. CoRR (2024)
Song Zhang, Qingzhong Wang, Junyi Liu, Haoyi Xiong
ALPS: An Auto-Labeling and Pre-training Scheme for Remote Sensing Segmentation With Segment Anything Model. CoRR (2024)
Junyi Liu, Aleksandar Dragojevic, Shane T. Fleming, Antonios Katsarakis, Dario Korolija, Igor Zablotchi, Ho-Cheung Ng, Anuj Kalia, Miguel Castro
Honeycomb: Ordered Key-Value Store Acceleration on an FPGA-Based SmartNIC. IEEE Trans. Computers 73 (3) (2024)
Haitao Luo, Jinming Zhang, Xiongfei Liu, Lili Zhang, Junyi Liu
Large-Scale 3D Reconstruction from Multi-View Imagery: A Comprehensive Review. Remote. Sens. 16 (5) (2024)
Junyi Liu, Yifu Tang, Haimeng Zhao, Xieheng Wang, Fangyu Li, Jingyi Zhang
CPS Attack Detection under Limited Local Information in Cyber Security: An Ensemble Multi-Node Multi-Class Classification Approach. ACM Trans. Sens. Networks 20 (2) (2024)
Qisheng Wang, Ji Guan, Junyi Liu, Zhicheng Zhang, Mingsheng Ying
New Quantum Algorithms for Computing Quantum Entropies and Distances. IEEE Trans. Inf. Theory 70 (8) (2024)
Junyi Liu
LFG: A Generative Network for Real-Time Recommendation. CoRR (2023)
Junyi Liu, Liangzhi Li, Tong Xiang, Bowen Wang, Yiming Qian
TCRA-LLM: Token Compression Retrieval Augmented Large Language Model for Inference Cost Reduction. CoRR (2023)
Jianxun Wang, Xin Chen, Weiyue Shi, Weicheng Jiang, Xiaopu Zhang, Li Hua, Junyi Liu, Haigang Sui
Rooftop PV Segmenter: A Size-Aware Network for Segmenting Rooftop Photovoltaic Systems from High-Resolution Imagery. Remote. Sens. 15 (21) (2023)
Haoran Lv, Junyi Liu, Henan Wang, Yaoming Wang, Jixiang Luo, Yaxiao Liu
Efficient Hybrid Generation Framework for Aspect-Based Sentiment Analysis. EACL (2023)
Zengquan Xu, Junyi Liu, Jie Liu, Zhenrui Lin, Junwei Zhang, Zhenhua Li, Lei Shen, Siyuan Yu
241.92-Bit/s/Hz Spectral-Efficiency Transmission over 14-km 7-Core Ring Core Fiber with Low-Complexity 4× 4 MIMO Equalization. OFC (2023)
Junyi Liu, Jong-Shi Pang
Risk-Based Robust Statistical Learning by Stochastic Difference-of-Convex Value-Function Optimization. Oper. Res. 71 (2) (2023)
Song Zhang, Wenjia Xu, Zhiwei Wei, Lili Zhang, Yang Wang, Junyi Liu
ARAI-MVSNet: A multi-view stereo depth estimation network with adaptive depth range and depth interval. CoRR (2023)
Junyi Liu, Aleksandar Dragojevic, Shane Flemming, Antonios Katsarakis, Dario Korolija, Igor Zablotchi, Ho-Cheung Ng, Anuj Kalia, Miguel Castro
Honeycomb: ordered key-value store acceleration on an FPGA-based SmartNIC. CoRR (2023)
Song Zhang, Wenjia Xu, Zhiwei Wei, Lili Zhang, Yang Wang, Junyi Liu
ARAI-MVSNet: A multi-view stereo depth estimation network with adaptive depth range and depth interval. Pattern Recognit. 144 (2023)
Li Zhou, Gilles Barthe, Pierre-Yves Strub, Junyi Liu, Mingsheng Ying
CoqQ: Foundational Verification of Quantum Programs. Proc. ACM Program. Lang. 7 (POPL) (2023)
Junyi Liu, Dawei Cheng, Changjun Jiang
Preventing Attacks in Interbank Credit Rating with Selective-aware Graph Neural Network. IJCAI (2023)
Junyi Liu, Liangzhi Li, Tong Xiang, Bowen Wang, Yiming Qian
TCRA-LLM: Token Compression Retrieval Augmented Large Language Model for Inference Cost Reduction. EMNLP (Findings) (2023)
Yiyang Zhang, Junyi Liu, Xiaobo Zhao
Data-driven Piecewise Affine Decision Rules for Stochastic Programming with Covariate Information. CoRR (2023)
Junyi Liu, Jixiao Liu, Shijie Guo
RF-MvCare: RFID-based 3D Human Pose Estimation for Non-lineof-sight Conditions. ROBIO (2023)
Jianxun Wang, Xin Chen, Weicheng Jiang, Li Hua, Junyi Liu, Haigang Sui
PVNet: A novel semantic segmentation model for extracting high-quality photovoltaic panels in large-scale systems from high-resolution remote sensing imagery. Int. J. Appl. Earth Obs. Geoinformation 119 (2023)
Bofei Zhao, Haigang Sui, Junyi Liu
Siam-DWENet: Flood inundation detection for SAR imagery using a cross-task transfer siamese network. Int. J. Appl. Earth Obs. Geoinformation 116 (2023)
Junyi Liu, Chuanmin Mi
LFG: A Generative Network for Real-Time Recommendation. BDE (2023)
Qisheng Wang, Zhicheng Zhang, Kean Chen, Ji Guan, Wang Fang, Junyi Liu, Mingsheng Ying
Quantum Algorithm for Fidelity Estimation. IEEE Trans. Inf. Theory 69 (1) (2023)
Zhihong Zeng, Zongji Wang, Yuanben Zhang, Weinan Cai, Zehao Cao, Lili Zhang, Yan Guo, Yanhong Zhang, Junyi Liu
Neural Implicit Field Editing Considering Object-environment Interaction. CoRR (2023)
Junyi Liu, Fanping Zeng, Jingfei Shen, Weikang Zhang, Yufan Tao, Shengkun Tao
Cloud Resource Demand Prediction Based on VMD-GRU-TCN Hybrid Model. BigCom (2022)
Dayun Liu, Junyi Liu, Yi Luo, Qihua He, Lei Deng
MGATMDA: Predicting Microbe-Disease Associations via Multi-Component Graph Attention Network. IEEE ACM Trans. Comput. Biol. Bioinform. 19 (6) (2022)
Junyi Liu, Li Zhou, Gilles Barthe, Mingsheng Ying
Quantum Weakest Preconditions for Reasoning about Expected Runtimes of Quantum Programs. LICS (2022)
Lei Deng, Dayun Liu, Yizhan Li, Runqi Wang, Junyi Liu, Jiaxuan Zhang, Hui Liu
MSPCD: predicting circRNA-disease associations via integrating multi-source data and hierarchical neural network. BMC Bioinform. (3) (2022)
Qisheng Wang, Ji Guan, Junyi Liu, Zhicheng Zhang, Mingsheng Ying
New Quantum Algorithms for Computing Quantum Entropies and Distances. CoRR (2022)
Jiarong Wang, Junyi Liu, Tian Yan, Mingshan Xia, Jianshu Hong, Caiqiu Zhou
A Fusion Model Based on Dynamic Web Browsing Behavior Analysis for IoT Insider Threat Detection. Sensors 22 (17) (2022)
Junyi Liu, Esha Naidu, Jialian Wu, Shira Gabriel, Edward Steinfeld, Junsong Yuan
Personalized Prediction of Indoor Comfort Using Graph Convolutional Matrix Completion. MIPR (2022)
Mingting Zhou, Haigang Sui, Shanxiong Chen, Xu Chen, Wenqing Wang, Jianxun Wang, Junyi Liu
UGRoadUpd: An Unchanged-Guided Historical Road Database Updating Framework Based on Bi-Temporal Remote Sensing Images. IEEE Trans. Intell. Transp. Syst. 23 (11) (2022)
Li Zhou, Gilles Barthe, Pierre-Yves Strub, Junyi Liu, Mingsheng Ying
CoqQ: Foundational Verification of Quantum Programs. CoRR (2022)
Junyi Liu, Yifu Tang, Haimeng Zhao, Xieheng Wang, Fangyu Li, Jingyi Zhang
CPS Attack Detection under Limited Local Information in Cyber Security: A Multi-node Multi-class Classification Ensemble Approach. CoRR (2022)
Junyi Liu, Ying Cui, Jong-Shi Pang
Solving Nonsmooth and Nonconvex Compound Stochastic Programs with Applications to Risk Measure Minimization. Math. Oper. Res. 47 (4) (2022)
Junyi Liu, Guangyu Li, Suvrajeet Sen
Coupled Learning Enabled Stochastic Programming with Endogenous Uncertainty. Math. Oper. Res. 47 (2) (2022)
Zhenrui Lin, Junyi Liu, Jianpei Lin, Lei Shen, Jingxing Zhang, Junwei Zhang, Shuqi Mo, Peng Li, Lan Deng, Jie Liu, Siyuan Yu
360-Channel WDM-MDM Transmission over 25-km Ring-Core Fiber with Low-Complexity Modular 4×4 MIMO Equalization. OFC (2021)
Siyuan Shen, Yurong Qian, Jingjing Zheng, Junyi Liu, Lei Deng
Accurately Predicting circRNA-disease Associations Using Variational Graph Auto-encoders and LightGBM. BIBM (2021)
Qisheng Wang, Junyi Liu, Mingsheng Ying
Equivalence checking of quantum finite-state machines. J. Comput. Syst. Sci. 116 (2021)
Junyi Liu, Ting Wang, Meixia Chen
Analysis of Sound Absorption Characteristics of Acoustic Ducts with Periodic Additional Multi-Local Resonant Cavities. Symmetry 13 (12) (2021)
Junyi Liu, Siyu Liu, Chenzhe Liu, Yaping Zhang, Yuliang Pan, Zixiang Wang, Jiacheng Wang, Ting Wen, Lei Deng
Nabe: an energetic database of amino acid mutations in protein-nucleic acid binding interfaces. Database J. Biol. Databases Curation 2021 (2021)
Wenjuan Shu, Fanping Zeng, Zhen Ling, Junyi Liu, Tingting Lu, Guozhu Chen
Resource Demand Prediction of Cloud Workloads Using an Attention-based GRU Model. MSN (2021)
Chumin Shi, Lei Shen, Junwei Zhang, Junyi Liu, Lei Zhang, Jie Luo, Jie Liu, Siyuan Yu
Ultra-Low Inter-Mode-Group Crosstalk Ring-Core Fiber Optimized using Neural Networks and Genetic Algorithm. OFC (2020)
Junyi Liu, Ying Cui, Jong-Shi Pang, Suvrajeet Sen
Two-Stage Stochastic Programming with Linearly Bi-parameterized Quadratic Recourse. SIAM J. Optim. 30 (3) (2020)
Junyi Liu, Suvrajeet Sen
Asymptotic Results of Stochastic Decomposition for Two-Stage Stochastic Quadratic Programming. SIAM J. Optim. 30 (1) (2020)
Junyi Liu, Hongbing Huang, Yijun Zhong, Jiale He, Tiancong Huang, Qian Xiao, Weiheng Jiang
Joint wireless and computational resource allocation for ultra-dense mobile-edge computing networks. KSII Trans. Internet Inf. Syst. 14 (7) (2020)
Chuan Xu, Haigang Sui, Junyi Liu, Kaimin Sun, Li Hua
Unsupervised Classification of High-Resolution SAR Images Using Multilayer Level Set Method. IGARSS (2019)
Hongbing Huang, Junyi Liu, Yi Zhang, Qing Cai, Bowei Zhang, Fengwen Jiang
Degrees of Freedom of Multi-Cell MIMO Interference Broadcast Channels With Distributed Base Stations. KSII Trans. Internet Inf. Syst. 13 (2) (2019)
Junyi Liu, Li Zhou, Mingsheng Ying
Expected Runtime of Quantum Programs. CoRR (2019)
Zezhong Wang, Jian Jiao, Qiming Zeng, Junyi Liu
A Three-Hierarchy Evaluation of Polarimetric Performance of GF-3, Compared with ALOS-2/PALSAR-2 and RADARSAT-2. Sensors 19 (7) (2019)
Qisheng Wang, Junyi Liu, Mingsheng Ying
Equivalence Checking of Quantum Finite-State Machines. CoRR (2019)
Yiren Zhao, Xitong Gao, Xuan Guo, Junyi Liu, Erwei Wang, Robert D. Mullins, Peter Y. K. Cheung, George A. Constantinides, Cheng-Zhong Xu
Automatic Generation of Multi-Precision Multi-Arithmetic CNN Accelerators for FPGAs. FPT (2019)
Junyi Liu, Bohua Zhan, Shuling Wang, Shenggang Ying, Tao Liu, Yangjia Li, Mingsheng Ying, Naijun Zhan
Formal Verification of Quantum Algorithms Using Quantum Hoare Logic. CAV (2) (2019)
Junyi Liu, Bohua Zhan, Shuling Wang, Shenggang Ying, Tao Liu, Yangjia Li, Mingsheng Ying, Naijun Zhan
Quantum Hoare Logic. Arch. Formal Proofs 2019 (2019)
Zhifang Liao, Zexuan Wu, Jinsong Wu, Yan Zhang, Junyi Liu, Jun Long
TIRR: A Code Reviewer Recommendation Algorithm with Topic Model and Reviewer Influence. GLOBECOM (2019)
Yiren Zhao, Xitong Gao, Xuan Guo, Junyi Liu, Erwei Wang, Robert D. Mullins, Peter Y. K. Cheung, George A. Constantinides, Cheng-Zhong Xu
Automatic Generation of Multi-precision Multi-arithmetic CNN Accelerators for FPGAs. CoRR (2019)
Haigang Sui, Kaiqiang An, Chuan Xu, Junyi Liu, Wenqing Feng
Flood Detection in PolSAR Images Based on Level Set Method Considering Prior Geoinformation. IEEE Geosci. Remote. Sens. Lett. 15 (5) (2018)
Xin Mei, Wen Nie, Junyi Liu, Kui Huang
Polsar Image Crop Classification Based on Deep Residual Learning Network. Agro-Geoinformatics (2018)
Junyi Liu, John Wickerson, Samuel Bayliss, George A. Constantinides
Polyhedral-Based Dynamic Loop Pipelining for High-Level Synthesis. IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. 37 (9) (2018)
Jiang Su, Julian Faraone, Junyi Liu, Yiren Zhao, David B. Thomas, Philip Heng Wai Leong, Peter Y. K. Cheung
Redundancy-Reduced MobileNet Acceleration on Reconfigurable Logic for ImageNet Classification. ARC (2018)
Junyi Liu, John Wickerson, Samuel Bayliss, George A. Constantinides
Run fast when you can: Loop pipelining with uncertain and non-uniform memory dependencies. ACSSC (2017)
Zhifeng Xiao, Yang Long, Deren Li, Chunshan Wei, Gefu Tang, Junyi Liu
High-Resolution Remote Sensing Image Retrieval Based on CNNs from a Dimensional Perspective. Remote. Sens. 9 (7) (2017)
Junyi Liu, John Wickerson, George A. Constantinides
Tile size selection for optimized memory reuse in high-level synthesis. FPL (2017)
Hao Dong, Xin Xu, Haigang Sui, Feng Xu, Junyi Liu
Copula-Based Joint Statistical Model for Polarimetric Features and Its Application in PolSAR Image Classification. IEEE Trans. Geosci. Remote. Sens. 55 (10) (2017)
Jiafa Liu, Junyi Liu, Huaxin Li, Haojin Zhu, Na Ruan, Di Ma
Who Moved My Cheese: Towards Automatic and Fine-Grained Classification and Modeling Ad Network. GLOBECOM (2016)
Junyi Liu, John Wickerson, George A. Constantinides
Loop Splitting for Efficient Pipelining in High-Level Synthesis. FCCM (2016)
Mengyuan Li, Yan Meng, Junyi Liu, Haojin Zhu, Xiaohui Liang, Yao Liu, Na Ruan
When CSI Meets Public WiFi: Inferring Your Mobile Phone Password via WiFi Signals. CCS (2016)
Zili Zhou, Zhen Zou, Junyi Liu, Yun Zhang
Product Forecasting Based on Average Mutual Information and Knowledge Graph. CCKS (2016)
Guofeng Yan, Yuxing Peng, Junyi Liu, Shuhong Chen
Hierarchical routing algorithm for ad hoc networks using mobile VMN. Int. J. Auton. Adapt. Commun. Syst. 9 (1/2) (2016)
Yepei Chen, Xin Mei, Junyi Liu
Cotton growth monitoring and yield estimation based on assimilation of remote sensing data and crop growth model. Geoinformatics (2015)
Junyi Liu, Samuel Bayliss, George A. Constantinides
Offline Synthesis of Online Dependence Testing: Parametric Loop Pipelining for HLS. FCCM (2015)
Haigang Sui, Chuan Xu, Junyi Liu, Feng Hua
Automatic Optical-to-SAR Image Registration by Iterative Line Extraction and Voronoi Integrated Spectral Point Matching. IEEE Trans. Geosci. Remote. Sens. 53 (11) (2015)
Guofeng Yan, Yuxing Peng, Shuhong Chen, Junyi Liu
Design and Implementation of AIRF: A Anycast-Based Integrated Routing Framework for WSNs. J. Softw. 9 (3) (2014)
Guofeng Yan, Yuxing Peng, Ying Hu, Junyi Liu
Effective Hierarchical Routing Algorithm for Large-scale Wireless Mobile Networks. J. Networks 9 (2) (2014)
Changjian Wang, Yuxing Peng, Junyi Liu, Mingxing Tang, Guangming Liu, Jinghua Feng, Pengfei You
Optimal Task Scheduling in MapReduce. NAS (2014)
Junyi Liu, Helfried Peyrl, Andreas Burg, George A. Constantinides
FPGA implementation of an interior point method for high-speed model predictive control. FPL (2014)
Junyi Liu, Xiaojin Gong
Guided Depth Enhancement via Anisotropic Diffusion. PCM (2013)
Xiaojin Gong, Junyi Liu, Wenhui Zhou, Jilin Liu
Guided depth enhancement via a fast marching method. Image Vis. Comput. 31 (10) (2013)
Marc-Alexandre Boechat, Junyi Liu, Helfried Peyrl, Alessandro Zanarini, Thomas Besselmann
An architecture for solving quadratic programs with the fast gradient method on a Field Programmable Gate Array. MED (2013)
Junyi Liu, Xiaojin Gong, Jilin Liu
Guided inpainting and filtering for Kinect depth maps. ICPR (2012)
Junyi Liu, Pericle Zanchetta, Marco Degano, Elisabetta Lavopa
Control Design and Implementation for High Performance Shunt Active Filters in Aircraft Power Grids. IEEE Trans. Ind. Electron. 59 (9) (2012)