VISHAL SRIVASTAVA

@bennett.edu.in

ASSISTANT PROFESSOR
BENNETT UNIVERSITY

RESEARCH INTERESTS

Computational Intelligence, Soft Computing, Computer Vision, Image Processing, Graph Mining, Community Detection
300

Scholar Citations

8

Scholar h-index

5

Scholar i10-index

RECENT SCHOLAR PUBLICATIONS

  • Influence maximization on signed social networks: A survey
    SS Singh, V Srivastava, A Kishor, J Barua, N Kumar
    ACM Computing Surveys 58 (4), 1-32 , 2025
    2025
    Citations: 2
  • Permutation driven evolutionary ordering with dependency filtering for multi-label classification
    A Jain, D Gupta, S Shukla, V Srivastava
    International Journal of Machine Learning and Cybernetics 16 (7), 4115-4150 , 2025
    2025
  • Big data meets social networks: A survey of analytical strategies and research challenges
    SS Singh, S Singh, K Singh, V Srivastava, HK Shakya
    IEEE Access , 2025
    2025
    Citations: 9
  • Fuzzy aggregation and label propagation based social community detection using Cuckoo search
    V Srivastava
    IEEE Transactions on Signal and Information Processing over Networks , 2025
    2025
    Citations: 4
  • Early-exit deep neural network-a comprehensive survey
    H Rahmath P, V Srivastava, K Chaurasia, RG Pacheco, RS Couto
    ACM Computing Surveys 57 (3), 1-37 , 2024
    2024
    Citations: 88
  • HyperGCN–a multi-layer multi-exit graph neural network to enhance hyperspectral image classification
    H Rahmath P, K Chaurasia, A Gupta, V Srivastava
    International Journal of Remote Sensing 45 (14), 4848-4882 , 2024
    2024
    Citations: 7
  • Partition clustering in complex weighted networks using K-cut ranking and krill-herd optimization
    V Srivastava, SS Singh, A Jain
    IEEE Transactions on Network Science and Engineering 11 (5), 5035-5044 , 2024
    2024
    Citations: 5
  • BT-LPD: B Tree-Inspired Community-Based Link Prediction in Dynamic Social Networks
    SS Singh, S Muhuri, V Srivastava
    Arabian Journal for Science and Engineering 49 (3), 4039-4060 , 2024
    2024
    Citations: 6
  • A meta-heuristics based framework of cluster label optimization in MR images using stable random walk
    V Srivastava, SS Singh
    Multimedia Tools and Applications 83 (7), 21397-21434 , 2024
    2024
  • An optimization based framework for region wise optimal clusters in MR images using hybrid objective
    V Srivastava, B Biswas
    Neurocomputing 541, 126286 , 2023
    2023
    Citations: 5
  • Social network analysis: A survey on measure, structure, language information analysis, privacy, and applications
    SS Singh, V Srivastava, A Kumar, S Tiwari, D Singh, HN Lee
    ACM Transactions on Asian and Low-Resource Language Information Processing … , 2023
    2023
    Citations: 43
  • An optimization for adaptive multi-filter estimation in medical images and EEG based signal denoising
    V Srivastava
    Biomedical Signal Processing and Control 82, 104513 , 2023
    2023
    Citations: 13
  • A strategy to accelerate the inference of a complex deep neural network
    P Haseena Rahmath, V Srivastava, K Chaurasia
    Proceedings of Data Analytics and Management: ICDAM 2022, 57-68 , 2023
    2023
    Citations: 9
  • Manifold Preserving Features and Regression for Semantic Labelling in High Dimensional Images
    V Srivastava, SS Singh, B Biswas
    Wireless Personal Communications 126 (4), 3119-3146 , 2022
    2022
    Citations: 1
  • NN-LP-CF: Neural Network Based Link Prediction on Social Networks Using Centrality-Based Features
    SS Singh, D Srivastva, A Kumar, V Srivastava
    Deep Learning for Social Media Data Analytics, 27-42 , 2022
    2022
    Citations: 2
  • Graph similarity using tree edit distance
    SP Dwivedi, V Srivastava, U Gupta
    Joint IAPR International Workshops on Statistical Techniques in Pattern … , 2022
    2022
    Citations: 5
  • FLP-ID: Fuzzy-based link prediction in multiplex social networks using information diffusion perspective
    SS Singh, D Srivastva, A Kumar, V Srivastava
    Knowledge-Based Systems 248, 108821 , 2022
    2022
    Citations: 24
  • LM-MFP: large-scale morphology and multi-criteria-based feature pooling for image parsing: V. Srivastava, B. Biswas
    V Srivastava, B Biswas
    Soft Computing 26 (13), 6201-6218 , 2022
    2022
    Citations: 4
  • CNN-EFF: CNN based edge feature fusion in semantic image labelling and parsing
    V Srivastava, B Biswas
    Neural Processing Letters 54 (3), 1753-1781 , 2022
    2022
    Citations: 9
  • Manifold preserving CNN for pixel-based object labelling in images for high dimensional feature spaces
    V Srivastava, B Biswas
    Neural Processing Letters 53 (1), 607-635 , 2021
    2021
    Citations: 4

MOST CITED SCHOLAR PUBLICATIONS

  • Early-exit deep neural network-a comprehensive survey
    H Rahmath P, V Srivastava, K Chaurasia, RG Pacheco, RS Couto
    ACM Computing Surveys 57 (3), 1-37 , 2024
    2024
    Citations: 88
  • Social network analysis: A survey on measure, structure, language information analysis, privacy, and applications
    SS Singh, V Srivastava, A Kumar, S Tiwari, D Singh, HN Lee
    ACM Transactions on Asian and Low-Resource Language Information Processing … , 2023
    2023
    Citations: 43
  • CNN-based salient features in HSI image semantic target prediction
    V Srivastava, B Biswas
    Connection Science 32 (2), 113-131 , 2020
    2020
    Citations: 42
  • FLP-ID: Fuzzy-based link prediction in multiplex social networks using information diffusion perspective
    SS Singh, D Srivastva, A Kumar, V Srivastava
    Knowledge-Based Systems 248, 108821 , 2022
    2022
    Citations: 24
  • An optimization for adaptive multi-filter estimation in medical images and EEG based signal denoising
    V Srivastava
    Biomedical Signal Processing and Control 82, 104513 , 2023
    2023
    Citations: 13
  • Big data meets social networks: A survey of analytical strategies and research challenges
    SS Singh, S Singh, K Singh, V Srivastava, HK Shakya
    IEEE Access , 2025
    2025
    Citations: 9
  • A strategy to accelerate the inference of a complex deep neural network
    P Haseena Rahmath, V Srivastava, K Chaurasia
    Proceedings of Data Analytics and Management: ICDAM 2022, 57-68 , 2023
    2023
    Citations: 9
  • CNN-EFF: CNN based edge feature fusion in semantic image labelling and parsing
    V Srivastava, B Biswas
    Neural Processing Letters 54 (3), 1753-1781 , 2022
    2022
    Citations: 9
  • HyperGCN–a multi-layer multi-exit graph neural network to enhance hyperspectral image classification
    H Rahmath P, K Chaurasia, A Gupta, V Srivastava
    International Journal of Remote Sensing 45 (14), 4848-4882 , 2024
    2024
    Citations: 7
  • BT-LPD: B Tree-Inspired Community-Based Link Prediction in Dynamic Social Networks
    SS Singh, S Muhuri, V Srivastava
    Arabian Journal for Science and Engineering 49 (3), 4039-4060 , 2024
    2024
    Citations: 6
  • Partition clustering in complex weighted networks using K-cut ranking and krill-herd optimization
    V Srivastava, SS Singh, A Jain
    IEEE Transactions on Network Science and Engineering 11 (5), 5035-5044 , 2024
    2024
    Citations: 5
  • An optimization based framework for region wise optimal clusters in MR images using hybrid objective
    V Srivastava, B Biswas
    Neurocomputing 541, 126286 , 2023
    2023
    Citations: 5
  • Graph similarity using tree edit distance
    SP Dwivedi, V Srivastava, U Gupta
    Joint IAPR International Workshops on Statistical Techniques in Pattern … , 2022
    2022
    Citations: 5
  • An efficient approach for dimension selection and classification in HSI images
    V Srivastava, B Biswas
    Remote Sensing Letters 10 (9), 844-853 , 2019
    2019
    Citations: 5
  • Fuzzy aggregation and label propagation based social community detection using Cuckoo search
    V Srivastava
    IEEE Transactions on Signal and Information Processing over Networks , 2025
    2025
    Citations: 4
  • LM-MFP: large-scale morphology and multi-criteria-based feature pooling for image parsing: V. Srivastava, B. Biswas
    V Srivastava, B Biswas
    Soft Computing 26 (13), 6201-6218 , 2022
    2022
    Citations: 4
  • Manifold preserving CNN for pixel-based object labelling in images for high dimensional feature spaces
    V Srivastava, B Biswas
    Neural Processing Letters 53 (1), 607-635 , 2021
    2021
    Citations: 4
  • An efficient feature fusion in HSI image classification
    V Srivastava, B Biswas
    Multidimensional Systems and Signal Processing 31 (1), 221-247 , 2020
    2020
    Citations: 4
  • Deep cnn feature fusion with manifold learning and regression for pixel classification in hsi images
    V Srivastava, B Biswas
    Journal of Experimental & Theoretical Artificial Intelligence 32 (2), 339-358 , 2020
    2020
    Citations: 3
  • A subspace regression and two phase label optimization for high dimensional image classification
    V Srivastava, B Biswas
    Multimedia Tools and Applications 79 (9), 5897-5918 , 2020
    2020
    Citations: 3