International Conference on Graph Theory and Network Analysis
(ICGTNA-26)

19th December 2026 || Kolkata - India || Hybrid Mode

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Conference Session Tracks

The International Conference on Graph Theory and Network Analysis (ICGTNA), scheduled to be held on 19th December 2026 in Kolkata, India, features a diverse range of session tracks covering key research areas, emerging trends and interdisciplinary innovations within the field of Mathematics.

Each track offers researchers, academicians, industry professionals and practitioners a platform to present their work, exchange ideas and explore the advancements shaping the future of the domain. Every track is curated to encourage knowledge sharing, collaboration and meaningful discussion.

All Session Tracks
  • Track 01 – Foundations of Graph Theory
    This track focuses on the fundamental principles and theorems of graph theory, exploring topics such as connectivity, graph coloring, and combinatorial structures. Researchers are invited to present novel findings that enhance the theoretical underpinnings of graph-related concepts. Aligned SDGs: SDG 4 – Quality Education  |  SDG 9 – Industry, Innovation and Infrastructure
  • Track 02 – Algorithms in Network Analysis
    This session will delve into algorithmic approaches for analyzing complex networks, including efficiency improvements and novel methodologies. Contributions that address computational challenges and optimize existing algorithms are particularly welcome. Aligned SDGs: SDG 9 – Industry, Innovation and Infrastructure  |  SDG 12 – Responsible Consumption and Production
  • Track 03 – Random Graphs and Their Applications
    This track examines the properties and applications of random graphs in various fields, including social networks and biological systems. Papers that explore the theoretical aspects as well as practical implementations are encouraged. Aligned SDGs: SDG 3 – Good Health and Well-being  |  SDG 11 – Sustainable Cities and Communities
  • Track 04 – Spectral Graph Theory
    Focusing on the spectral properties of graphs, this session invites research that connects eigenvalues and eigenvectors to graph structure and dynamics. Contributions that apply spectral methods to real-world problems are highly sought after. Aligned SDGs: SDG 4 – Quality Education  |  SDG 9 – Industry, Innovation and Infrastructure
  • Track 05 – Combinatorial Optimization in Networks
    This track addresses optimization problems within network structures, emphasizing combinatorial techniques and their applications. Researchers are invited to share innovative solutions to classic and emerging optimization challenges. Aligned SDGs: SDG 8 – Decent Work and Economic Growth  |  SDG 9 – Industry, Innovation and Infrastructure
  • Track 06 – Complex Networks: Theory and Applications
    This session explores the intricacies of complex networks, including their topology, dynamics, and real-world applications. Papers that bridge theoretical insights with practical implications in various domains are encouraged. Aligned SDGs: SDG 9 – Industry, Innovation and Infrastructure  |  SDG 11 – Sustainable Cities and Communities
  • Track 07 – Graph Theory in Data Science
    This track highlights the intersection of graph theory and data science, focusing on methods that leverage graph-based techniques for data analysis and interpretation. Contributions that showcase innovative applications in big data contexts are welcome. Aligned SDGs: SDG 4 – Quality Education  |  SDG 9 – Industry, Innovation and Infrastructure
  • Track 08 – Communication Networks and Graph Models
    This session investigates the role of graph models in understanding and optimizing communication networks. Papers that present new models or enhance existing frameworks for network communication are particularly encouraged. Aligned SDGs: SDG 9 – Industry, Innovation and Infrastructure  |  SDG 11 – Sustainable Cities and Communities
  • Track 09 – Network Flow and Connectivity
    Focusing on the principles of network flow and connectivity, this track invites research that addresses flow optimization and network resilience. Contributions that explore theoretical advancements or practical applications in this area are welcome. Aligned SDGs: SDG 9 – Industry, Innovation and Infrastructure  |  SDG 11 – Sustainable Cities and Communities
  • Track 10 – Discrete Mathematics and Graph Theory
    This session emphasizes the relationship between discrete mathematics and graph theory, exploring combinatorial aspects and their implications. Researchers are invited to present work that enhances our understanding of discrete structures through graph-theoretic lenses. Aligned SDGs: SDG 4 – Quality Education  |  SDG 9 – Industry, Innovation and Infrastructure
  • Track 11 – Modeling Real-World Networks
    This track focuses on the modeling of real-world networks using graph theoretical approaches, addressing challenges in representation and analysis. Contributions that provide insights into the modeling process and its applications across various fields are encouraged. Aligned SDGs: SDG 9 – Industry, Innovation and Infrastructure  |  SDG 11 – Sustainable Cities and Communities
Alignment with the Sustainable Development Goals
Alongside its academic focus, the conference promotes responsible research, ethical practice and knowledge-driven development. Its session tracks collectively contribute to the following United Nations Sustainable Development Goals.
  • SDG 3 SDG 3
    Good Health and Well-being
  • SDG 4 SDG 4
    Quality Education
  • SDG 8 SDG 8
    Decent Work and Economic Growth
  • SDG 9 SDG 9
    Industry, Innovation and Infrastructure
  • SDG 11 SDG 11
    Sustainable Cities and Communities
  • SDG 12 SDG 12
    Responsible Consumption and Production

Need Assistance?

If you need any clarification on the session tracks or support with your submission, please feel free to reach out to us:

Email: [email protected]

Phone: +91 9677007228