World's Best Scientists 2026 revealed!

D-Index & Metrics

Computer Science

D-Index
48
Citations
8848
World Ranking
6203
National Ranking
2782

Overview

Ambuj K. Singh is affiliated with the University of California, Santa Barbara, in the United States. Their research primarily spans the field of Computer Science, with a focus on several subfields including Artificial Intelligence, Statistical and Nonlinear Physics, Computer Vision and Pattern Recognition, Radiology, Nuclear Medicine and Imaging, and Materials Chemistry.

The scientist's scholarly contributions cover a range of topics. These include:

  • Advanced Graph Neural Networks
  • Complex Network Analysis Techniques
  • Opinion Dynamics and Social Influence
  • Machine Learning in Materials Science
  • Explainable Artificial Intelligence (XAI)
  • Topic Modeling
  • Computational Drug Discovery Methods

Ambuj K. Singh has authored numerous papers published in various academic venues. Notable recent publications include:

  • "Application of Transformers in Cheminformatics," 2024, Journal of Chemical Information and Modeling
  • "Mind Reader: Reconstructing complex images from brain activities," 2022, arXiv (Cornell University)
  • "POLE," 2022, Proceedings of the Fifteenth ACM International Conference on Web Search and Data Mining
  • "DGCLUSTER: A Neural Framework for Attributed Graph Clustering via Modularity Maximization," 2024, Proceedings of the AAAI Conference on Artificial Intelligence
  • "Approximate Algorithms for Data-Driven Influence Limitation," 2020, IEEE Transactions on Knowledge and Data Engineering

The venues in which the scientist frequently publishes research include:

  • arXiv (Cornell University)
  • Proceedings of the AAAI Conference on Artificial Intelligence
  • Proceedings of the Fifteenth ACM International Conference on Web Search and Data Mining
  • IEEE Transactions on Knowledge and Data Engineering
  • Proceedings of the 28th ACM SIGKDD Conference on Knowledge Discovery and Data Mining

Ambuj K. Singh collaborates regularly with a number of co-authors, among whom the most frequent are:

  • Zexi Huang
  • Arlei Silva
  • Francesco Bullo
  • Sourav Medya
  • Noah E. Friedkin

Best Publications

  • Graphs-at-a-time: query language and access methods for graph databases

    Huahai He;Ambuj K. Singh

  • Closure-Tree: An Index Structure for Graph Queries

    Huahai He;A.K. Singh

  • Efficient view maintenance at data warehouses

    D. Agrawal;A. El Abbadi;A. Singh;T. Yurek

  • Dimensionality reduction for similarity searching in dynamic databases

    K. V. Ravi Kanth;Divyakant Agrawal;Ambuj Singh

  • Bisque: a platform for bioimage analysis and management

    Kristian Kvilekval;Dmitry Fedorov;Boguslaw Obara;Ambuj K. Singh

  • RRW: repeated random walks on genome-scale protein networks for local cluster discovery.

    Kathy Macropol;Tolga Can;Ambuj K Singh

  • Efficient Index Structures for String Databases

    Tamer Kahveci;Ambuj K. Singh

  • Graph querying, graph motif mining and the discovery of clusters

    Ambuj Kumar Singh;Huahai He;Tolga Can;Orhan Camoglu

  • Deriving phylogenetic trees from the similarity analysis of metabolic pathways

    Maureen Heymans;Ambuj K. Singh

  • GraphSig: A Scalable Approach to Mining Significant Subgraphs in Large Graph Databases

    Sayan Ranu;Ambuj K. Singh

  • Variable length queries for time series data

    T. Kahveci;A. Singh

  • FCCF: forecasting citywide crowd flows based on big data

    Minh X. Hoang;Yu Zheng;Ambuj K. Singh

  • NetSpot: Spotting Significant Anomalous Regions on Dynamic Networks.

    Petko Bogdanov;Christos Faloutsos;Misael Mongiovì;Evangelos E. Papalexakis

  • Mining Heavy Subgraphs in Time-Evolving Networks

    Petko Bogdanov;Misael Mongiovì;Ambuj K. Singh

  • Polar Opinion Dynamics in Social Networks

    Victor Amelkin;Francesco Bullo;Ambuj K. Singh

  • APLA: Indexing Arbitrary Probability Distributions

    V. Ljosa;A. K. Singh

  • SWAT: hierarchical stream summarization in large networks

    A. Bulut;A.K. Singh

  • Query-based debugging of object-oriented programs

    Raimondas Lencevicius;Urs Hölzle;Ambuj K. Singh

  • A unified framework for monitoring data streams in real time

    A. Bulut;A.K. Singh

  • Similarity searching for multi-attribute sequences

    T. Kahveci;A. Singh;A. Gurel

Frequent Co-Authors

Divyakant Agrawal
Divyakant Agrawal University of California, Santa Barbara
Xifeng Yan
Xifeng Yan University of California, Santa Barbara
Sunil Prabhakar
Sunil Prabhakar Purdue University West Lafayette
Amr El Abbadi
Amr El Abbadi University of California, Santa Barbara
Terence R. Smith
Terence R. Smith University of California, Santa Barbara
Francesco Bullo
Francesco Bullo University of California, Santa Barbara
Noah E. Friedkin
Noah E. Friedkin University of California, Santa Barbara
Scott T. Grafton
Scott T. Grafton University of California, Santa Barbara
Ananthram Swami
Ananthram Swami United States Army Research Laboratory
B.S. Manjunath
B.S. Manjunath University of California, Santa Barbara

If you think any of the details on this page are incorrect, let us know.

Report an issue

We appreciate your kind effort to assist us to improve this page, it would be helpful providing us with as much detail as possible in the text box below:

Related Online Degrees & Career Pathways

Exploring online education options can open up a variety of pathways in Computer Science. For those eager to advance quickly, the quickest cheapest masters degree programs let you earn an advanced credential faster and at a lower cost than traditional programs.

If you’re considering long-term career prospects, selecting the best masters degree to get can help you focus on those specializations with the highest demand in the job market.

Looking for a more affordable or foundational entry into the field? Many students start with associates degrees online, which often transfer to bachelor’s programs or lead directly to entry-level tech jobs.

It’s also smart to check out the cheapest online college options, ensuring you receive a quality education without overwhelming your finances.

Best Scientists Citing Ambuj K. Singh

Trending Scientists

Recently Published Articles