Welcome to Dr. Junjie Peng's Homepage!
  Publications
 

Refereed Papers(selected)


  • H. C. Yuan, J. J. Peng, LCSeg-Net: A Semantic Segmentation Model with Structural Information Enhancement and Frequency Spectrum Adaptive Fusion for Low-Contrast Images, Pattern Recognition, 2024,  151, 110428: 1-15

  • L. Wang, J. J. Peng, C. Z. Zheng, T. Zhao, L. A. Zhu, A cross modal hierarchical fusion multimodal sentiment analysis method based on multi-task learning, Information Processing and Management, 2024, 61: 103675

  • T. Zhao, J. J. Peng, Y. S. Huang, L. Wang, H. R. Zhang, Z. S. Cai, A Graph Convolution-based Heterogeneous Fusion Network for Multimodal Sentiment Analysis, Applied intelligence, 2023, 53: 30455-30468

  • H. X. Zhang, J. J. Peng, A deep semantic mining model based on aspect-level sentiment analysis, Acta Electronica Sinica, 2023

  • C. S. Ma, J. J. Peng, C. Z. Zheng, F. Cheng, S. H. Tan, F. Yi, H. R. Zhang, Combining joint statistical features with semantic features for text classification, Intelligent Data Analysis, 2023 

  • L. M. Zhang, J. J. Peng, W. F. Liu, H. C. Yuan, S. H. Tan, L. Wang, F. Yi, A semantic fusion based approach for express bill detection in complex scenes, Image and Vision Computing, 2023,135, 104708: 1-11

  • W. F. Liu, J. J. Peng, H. C. Yuan, L. M. Zhang, Z. S. Cai, MHRNet: A Multi-Stage Image Deblurring Approach with High-Resolution Representation Learning, 2023 International Joint Conference on Neural Networks (IJCNN 2023), 2023, 1-8, DOI: 10.1109/IJCNN54540.2023.10191892

  • T. Zhao, J. J. Peng, L. Wang, C. Z. Zheng, HEROCA: Multimodal sentiment analysis based on HEterogeneous Representation Optimization and Cross-modal Attention, 2023 IEEE International Conference on Systems, Man, and Cybernetics (SMC 2023), 2023, 2264-2270

  • C. S. Ma, M. Hu, J. J. Peng, C. Z. Zheng, Q. Q. Xu, Improving Chinese Spelling Check with Bi-directional LSTMs and Confusionset based Decision Network, Neural Computing and Applications, 2023, 35(21): 15679–15692

  • J. J. Peng, T. Wu, W. Q. Zhang, F. Cheng, S. H. Tan, F. Yi, Y. S. Huang, A Fine-grained Modal Label-based Multi-Stage Network for Multimodal Sentiment Analysis, Expert systems with applications, 2023, 221, 119721

  • Q. Q. Xu, J. J. Peng, C. Z. Zheng, S. H. Tan, F. Yi, F. Cheng, Short Text Classification of Chinese with Label Information Assisting, ACM Transactions on Asian and Low-Resource Language Information Processing, 2023, 22(4), 119: 1-19
  • G. Chen, J. J. Peng, L. Wang, H. C. Yuan, Y. S. Huang, Feature Constraint Reinforcement Based Age Estimation, Multimedia Tools and Applications, 2023, 82(11): 17033 -17054

  • G. Chen, J. J. Peng, W. Q. Zhang, K. R. Huang, F. Cheng, H. C. Yuan, Y. S. Huang, A Region Group Adaptive Attention Model For Subtle Expression Recognition, IEEE Transactions on Affective Computing, 2023, 14(2): 1613-1626

  • T. Wu, J. J. Peng, W. Q. Zhang, H. R. Zhang, S. H. Tan, F. Yi, C. S. Ma, Y. S. Huang, Video Sentiment Analysis with Bimodal Information-augmented Multi-Head Attention, Knowledge based systems, 2022, 235, 107676

  • M. Hu, J. J. Peng, W. Q. Zhang, J. X. Hu, L. Z. Qi, H. X. Zhang, Text Representation Model for Multiple Language Forms in Spoken Chinese Expression, International Journal of Pattern Recognition and Artificial Intelligence, 2022, 36(8): 2253004

  • D. X. Liu, J. J. Peng, X. Zhang, Y. K. You, B. Ning, Application Features Based Virtual Machine Deployment Strategy in Cloud Environment, Concurrency and Computation: Practice and Experience, 2022, 34(5): e6691

  • J. X. Hu, J. J. Peng, W. Q. Zhang, L. Z. Qi, M. Hu, H. X. Zhang, An Intention Multiple-representation Model with Expanded Information, Computer Speech and Language, 2021, 68, 1-12, 101196

  • M. Hu,  J. J. Peng, W. Q. Zhang, J. X. Hu, L. Z. Qi, H. X. Zhang, An intent recognition model supporting the spoken expression mixed with Chinese and English, Journal of Intelligent and Fuzzy systems, 2021, 40(5):10261-10272

  • C. Ye, J. J. Peng, S. Kong, Implementation of Wavelet Transform on Optical computer, Optics Communications, 2021, 486, 126761, 1-9

  • J. B. Jiang, X. F. Zhang, Y. F. Shen, S. Ouyang, S. Q. Zhou, J. J. Peng, Y. J. Liu, Y. Jin, Design and Implementation of SJ-MSD Adder in Ternary Optical Computer, Acta Electronica Sinica, 2021, 49(2): 275-285 (In Chinese)

  • C. Ye, S. Kong, Y. Y. Fu, J. J. Peng, Optical computer based application platform for MSD Multiplication, Optics Communications, 2020, 432: 724-730

  • J. X. Hu, J. J. Peng, W. Q. Zhang, L. Z. Qi, M. Hu, H. X. Zhang,Intention multiple-representation model of logistics intelligent customer service, KSEM 2020, LNAI 12274, 2020, pp. 186–193

  • J. B. Jiang, Y. F. Shen, S. Ouyang, J. J. Peng, X. C. Wang, The application of SJ-MSD adder to mean value filtering processing, Optik, 2020, 206, 164271

  • J. J. Peng, S. Kong, C. Ye, A Carry-free Multiplication implementation method, IEEE Access, 2019, 7:85848-85854

  • J. Chen, J. J. Peng, L. Z. Qi, G. Chen, W. Q. Zhang, Implicit Rating Methods Based on Interest Preferences of Categories for Micro-Video Recommendation, KSEM 2019, Athen, Greece, August 28-30, 2019, LNAI 11775, 2019, pp. 371–381

  • Y. Jin, S. L. Zhang, S. Li, Y. F. Shen, S. Ouyang, J. J. Peng, The computing-data file-- A key techonology of applying ternary optical computer, Journal of Shanghai Jiao Tong University, 2019,  53(4): 14-22 (in Chinese)

  • J. J. Peng, D. X. Liu, Y. T. Wang, Y. Zeng, F. Cheng, W. Q. Zhang, Weight based Strategy for I/O intensive Application in Cloud Data Center, Concurrency and Computation: Practice and Experience, 2018, 30(19): 1-14

  • S. L. Zhang, J. J. Peng , Y. F. Shen, X. C. Wang, Programming Model and Implementation Mechanism for Ternary Optical Computer, Optics Communications, 2018, 428: 26-34

  • J. J. Peng, Y. Y. Fu, X. F. Zhang, S. Kong, X. Y. Wei, Implementation of DFT application on ternary optical computer, Optics Communications, 2018, 410: 424-430

  • S. Kong, J. J. Peng, Y. Y. Fu, X. Y. Wei, Carry-free full-symbol one-step modified signed-digit addition, Applied optics, 2017, 56(35):9620-9628

  • J. J. Peng, X. S. Ping, An optical implementation method for Symmetric MSD number, optik, 2017, 143, 188-198

  • J. J. Peng, X. Y. Wei, X. F. Zhang, Y. F. Shen, Y. Y. Fu, Implementation of parallel FFT algorithm on ternary optical computer, SCIENTIA SINICA Informationis, 2017, 47(7): 846-862 (in Chinese)

  • J. J. Peng, J. B. Chen, X. F. Zhi, M. K. Qiu, X. L. Xie, Research on application classification method in cloud computing environment, The Journal of Supercomputing, 2017 , 73(8):3488-3507

  • L. J. You, J. J. Peng, M. Chen, M. K. Qiu, A Strategy to Improve the Efficiency of I/O Intensive Application in Cloud Computing Environment, Journal of Signal Processing Systems, 2017, 86(3):149-156

  • J. J. Peng, X. F. Zhi, X. L. Xie, Application type based resource allocation strategy in cloud environment, Microprocessors and Microsystems, 2016, 47, 385-391

  • J. J. Peng, Y. C. Dai, Y. Rao, J. B. Chen, X. F. Zhi, Research on processing strategy for CPU-intensive application, Journal of systems architecture,  2016, 70:39-47 

  • J. J. Peng, R. Shen, X. S. Ping,Design of a high-efficient MSD adder, The Journal of Supercomputing, 2016, 72(5): 1770-1784.

  • S. ouyang, J. J. Peng, Y. Jin, Y. F. Shen, X. M. Liu, Y. X. Han, W. M. Li, Structure and theory of dual-space storage for ternary optical computer, SCIENTIA SINICA Informationis, 2016, 46(6): 743-762(in Chinese)

  • J. J. Peng, Y. Y. Chen, A low energy consumption WSN node, International Journal of embedded systems, 2015, 7(3/4):318-323

  • J. J. Peng, J. B. Chen, X. F. Zhi, M. K. Qiu, Research on application classification method in cloud computing environment, The 2nd IEEE International Conference on Cyber Security and Cloud Computing, Nov. 3-5, 2015, New York, USA

  • L. J. You, J. J. Peng, M. Chen, M. K. Qiu, A Strategy to Improve the Efficiency of I/O Intensive Application in Cloud Computing Environment, The 2nd IEEE International Conference on Cyber Security and Cloud Computing, Nov. 3-5, 2015, New York, USA

  • J. J. Peng, Y. C. Dai, Y. Rao, X. F. Zhi, M. K. Qiu, Modeling for cpu-intensive applications in cloud computing, 17th IEEE International Conference on High Performance Computing and Communications. IEEE HPCC 2015. August 24 - 26 2015. New York, USA

  • J. J. Peng,Y. Rao, Y. C. Dai, X. F. Zhi, Modeling for I/O Intensive Applications in Cloud Computing, 2015 IEEE Symposium on Service-Oriented System Engineering, Redwood City USA, 29th March-3rd April 2015, 229-234

  • J. J. Peng, R. Shen, Y. Jin, Y. F. Shen, S. Luo, Design and implementation of modified signed-digit adder, IEEE Transactions on Computers, 2014, 63(5):1134-1143

  • Y. F. Shen, B. P. Jiang, Y. Jin, S. Ouyang,J. J. Peng, Principle and design of ternary optical accumulator implementing M-k-B addition, Optical Engineering, 2014, 53(9):095108-1

  • S. Luo, J. J. Peng, Y. Y. Chen, R. Shen, A low energy consumption wireless sensor network control system, International Journal of Information and Communication Technology (IJICT ) , 2013, 5(3/4):321-331

  • Y. Jin, S. Ouyang, K. Song, Y. F. Shen, J. J. Peng, X. M. Liu, Many data bits management of ternary optical computer, Science China Information Sciences, 2013, 43(3):361-373 (In chinese)

  • C. Shang, L. M. Xiao, X. C. Chen, J. J. Peng, A Scheduling Method for Multiple Virtual Machines Migration in Cloud. NPC 2013, Springer, LNCS 8147, 2013, 130-142 

  • G. C. Yao, Y. Zheng, L. M. Xiao, L. Ruan, Z. Lin, J. J. Peng, An Effective Approach for Vocal Melody Extraction from Polyphonic Music on GPU. NPC 2013, Springer, LNCS 8147, 2013 284-297

  • J. D. Li, J. J. Peng, W. Zhang, A layout-based energy-aware approach for virtual disk scheduling in cloud storage, Acta Electronica Sinica,  2012, 40(11):2247-2254 (In Chinese)

  • Y. F. Shen, L. Pan, Y. Jin, J. J. Peng, B. P. Jiang, One-Step Binary MSD Adder for Ternary Optical Computer, Science China Information Sciences, 2012, 42(7):869-881 (In Chinese)

  • J. J. Peng, Y. P. Liu, Y. Y. Chen, A Dependability Model for TMR system, International Journal of Automation and Computing, 2012, 9(3): 315-324

  • J. J. Peng, L. Teng, Y. Jin, Realization of a Tri-valued Programmable Cellular Automata with Ternary Optical Computer, International Journal of Numerical Analysis and Modeling, 2012, 9(2):304-311

  • Y. Jin, X. C. Wang, J. J. Peng, M. Li, Z. Y. Shen, S. Ou-yang. No-carry vector-matrix multiplication on Ternary Optical Computer, International Journal of Numerical Analysis and Modeling, 2012, 9(2):401-409

  • Y. Jin, Y. F. Shen, J. J. Peng, S. Y. Xu, G. D. Ding, D. J. Yue, H. H. You, Principles and construction of MSD adder in ternary optical computer, Science China: Information Sciences, 2011, 41(5):541-551(in Chinese)

  • Y. Jin, H. J. Wang, S. Ouyang, Y. Zhou, Y.F. Shen, J. J. Peng, X. M. Liu, Principles, Structures, and Implementation of Re-configurable Ternary Optical Processors, Science in China Series F: information Sciences, 2011, 54(11):2236-2246

  • X. C. Wang, J. J. Peng, S. Ouyang, Control method for the optical components of a dynamically reconfigurable optical platform, Applied optics, 2011, 50(5):662-670

  • Y. Jin, Y. F. Shen, J. J. Peng, G. T. Ding. Principles and Construction of MSD adder in Ternary Optical Computer, Science in China (Series F), 2010, 53 (11): 2159-2168

  • X. C. Wang, J. J. Peng, M. Li,  Z. Y. Shen, S. Ouyang, Carry-free vector-matrix multiplication on a dynamically reconfigurable optical platform, Applied optics, 2010, 49(12) :2352-2362

  • K. Z. Zuo, Y. Jin, J. J. Peng, T. Xue, Design of Hundred-Bit Decoder for Ternary Optical Computer. Chinese Journal of Lasers, 2009, 36(4): 823-827 (in Chinese)

  • J. J. Peng, Q. C. Huang, B. R. Hong, R. Li, C. J. Yuan, Z. H. Wei, Test Fault Sensitivity of a Digital Processor by a Pure Software Approach, Journal of Astronautics, 2006, 27(1):136-140

  • J. J. Peng, B. R. Hong, C. J. Yuan, A. G. Li, Z. H. Wei, Study on Software Fault Injection Based on Onboard System. Chinese Journal of Electronics. 2005,14(3):434-437

  • J. J. Peng, Q. C. Huang, B. R. Hong, A Software Fault Injection Tool for Evaluation of the Dependability of Onboard System. Journal of Astronautics, 2005, 26(6):153-157(in Chinese)

  • J. J. Peng, B. R. Hong, C. J. Yuan, A recovery strategy from single fault in onboard system. Journal of  Xi’an Jiao Tong University. 2005, 39(2):146-149 (in Chinese)

  • J. J. Peng, B. R. Hong, C. J. Yuan, Study of Software implemented Fault Injection on Onboard System. Journal of Harbin Institute of Technology. 2004, 36(7):934-936 (in Chinese)

  • J. J. Peng, B. R. Hong, Z. H. Wei, Y. Q. Qiao, Study on tailoring of onboard system software, Journal of Harbin Institute of Technology (New series). 2003, 10(3):325-328

  • Z. H. Wei, , B. R. Hong, J. J. Peng, Y. Q. Qiao, The fault-tolerant scheduling algorithm in embedded computer system based on recovery task with higher priority and its schedulability analysis. Journal of computer research and development. 2003, 40, suppl.:370-374(in Chinese)

  • Z. H. Wei, B. R. Hong, Y. Q. Qiao, Z. S. Cai, J. J. Peng. The study on on-line schedule of imprecise task at transient overload. Chinese Journal of Electronics, 2003, 20(4):527-529

  • Z. H. Wei, B. R. Hong, Y. Q. Qiao, Z. S. Cai,J. J. Peng. Hybrid and dependent task scheduling algorithm for on-board system software. Journal of Harbin Institute of Technology (New series), 2003, 10(2): 217-220

  • Z. H. Wei, B. R. Hong, Y. Q. Qiao, Z. S. Cai, J. J. Peng. The study of load balancing algorithm in on-board computer system based on biased information. Journal of Astronautics. 2002, 23(6): 57-61(in Chinese)






 
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