Anurag Singh
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Anurag Singh |
Research Summary
I study the structure and dynamics of large networks, with a particular emphasis on information propagation and information control over it with and without Community Structure. I also study the modelling of large dynamic communication networks and its performance. Link prediction in monoplex and multiplex networks.
Areas of Interest
Machine Learning, Intelligent Transportation System, Federated Learning, Video Analysis, Video Captioning, Networks, Network Reconstruction, Social Network Analysis, Complex Networks, Graph Spectra, Time Varying Networks, Recommender Systems, Opinion Dynamics, Data Analytics, Mathematical Modeling of Epidemic Spreading, Efficient routing in Communication Networks.
Teaching and Mentoring
I have teaching experience at both undergraduate and graduate level. Initially, I was a lecturer at Ajay Kumar Garg Engineering College, Ghaziabad, India and assistant professor at Maharaja Agrasen Institute of Technology, Delhi, India. Later, as a teaching assistant and tutor during my Ph.D. at Indian Institute of Technology Kanpur, India and Indian Institute of Technology Rajasthan, India. After my Ph.D. I had joined PDPM Indian Institute of Information Technology, Manufacturing and Design, Jabalpur, India and later at National Institute of Technology Delhi, India. I have taught courses ranging from the introductory level to specialized courses in computer science and engineering and Mathematics. Currently, I am mentoring graduate, master and undergraduate students at National Institute of Technology Delhi India. In addition, I am supervising Ph.D. students in NIT Delhi India.
Research Areas
Information dynamics in correlated and uncorrelated Complex networks, Inoculation of nodes in Complex Networks, Dynamics on Networks using the community structure of Complex Networks, Epidemic modeling over human contact networks, Data Analytics, Video Captioning, Network Reconstruction
Recent Publications
- Sharma, Vibhor, Anurag Singh, and Sabrina Gaito. "Semantic-weighted spatio-temporal graphs for structured video understanding and captioning."Computer Vision and Image Understanding (2026) : 104853
- Shivank, Anurag Singh, Fakhteh Ghanbarnejad, and Ajay K. Sharma. "Seasonally modulated malaria transmission in diabetic and non-diabetic populations."Physica A: Statistical Mechanics and its Applications (2026) : 131616.
- Singhal, Ankur Kumar, and Anurag Singh. "Relational Feature Modeling: Enhancing Predictive Learning through Network-Based Features Augmentation."IEEE Transactions on Artificial Intelligence. 2026 Apr 27
- Jha, Aarya, Anurag Singh, Ankur Kumar Singhal, and Pradumn Kumar Pandey. "Extending Opinion Changing Rate model to world of higher order interactions." Chaos, Solitons & Fractals 204 (2026) : 117654.
- Sunil, Anushka, Prashant Kumar, Anurag Singh, Ankit Agarwal, Avinash Kumar, Sung Yong Kim, and Rajni. "Indian Ocean Sea Surface Temperature Modulates the Arctic Oscillation: A Multi‐Model Assessment Using CMIP6." International Journal of Climatology : e70259.
- AK Singhal, S Manhas, A Singh (2025). "Beyond the traditional models: a network reconstruction based model for predicting and analysing individual health status". Computing 107 (1), 1-21.
- Golapali, Sriharshutan, Anurag Singh. "A state based differential model for information diffusion with competing real and fake news in social network." In 2026 IEEE Technology & Innovation Conference (TIC), Kuala Lumpur, Malaysia, (Presented and got Best Paper Award)
- Deo, Uday, Anurag Singh, Ajay K. Sharma, and Swades De. "Securing BLE Networks: A Multi-Phase Hybrid Model for Spoofing Attack Detection." In 2025 IEEE 6th India Council International Subsections Conference (INDISCON), pp. 1-6. IEEE, 2025, doi: 10.1109/INDISCON66021.2025.11252192.
- Khan, Parvej, and Anurag Singh. "A Deep Hybrid LSTM-Attention Model for Context-Aware Anomaly Detection in IoT Traffic." In International Conference on Data Science and Applications, pp. 248-259. Cham: Springer Nature Switzerland, 2025, doi: https://doi.org/10.1007/978-3-032-15407-1_20.
- A. Kumar and A. Singh, "Smart Precision Farming: A Water Efficient Irrigation System," 2025 International Conference on Electronics, AI and Computing (EAIC), Jalandhar, India, 2025, pp. 1-6, doi: 10.1109/EAIC66483.2025.11101486.
- B. Chakraborty and A. Singh, "An End-to-End Vision-Based Approach for Indian Sign Language Recognition and Captioning," 2025 IEEE International Conference on Computer, Electronics, Electrical Engineering & their Applications (IC2E3), Srinagar Garhwal, India, 2025, pp. 1-6, doi: 10.1109/IC2E365635.2025.11167226.
- V. Sharma, B. Chakraborty, A. Singh and A.S. Chauhan, "Integrating Skeleton Graphs with Transformers for Gloss-Free Indian Sign Language Captioning", 14th International Conference on Computational Data and Social Networks, 2025, Springer, Danang, Vietnam (Accepted for presentation and publication).
- A. K. Singhal and A. Singh, "Integrating Network-Derived Metrics: A Feature Augmentation Framework for Improved Prediction," 14th International Conference on Computational Data and Social Networks, 2025, Springer, Danang, Vietnam (Accepted for presentation and publication).
- V Sharma, A. Singh, S Gaito (2025). "Indian Sign Language recognition and translation: An Encoder-Decoder Approach". 2025 17th International Conference on COMmunication Systems and NETworks (COMSNETS).
