Vijay Srinivas Agneeswaran

Orcid: 0009-0009-9891-7645

Affiliations:
  • Microsoft, Bangalore, India
  • Walmart Global Tech India, Bangalore, Karnataka, India (2019-2021)


According to our database1, Vijay Srinivas Agneeswaran authored at least 33 papers between 2000 and 2025.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

Legend:

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PhD thesis 
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Online presence:

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Bibliography

2025
SpectFormer: Frequency and Attention is what you need in a Vision Transformer.
Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision, 2025

SiMBA-TS: Simplified Channel Mixing and Mamba for Long-term Time Series Forecasting.
Proceedings of the 2025 IEEE International Conference on Acoustics, 2025

2024
Mamba-360: Survey of State Space Models as Transformer Alternative for Long Sequence Modelling: Methods, Applications, and Challenges.
CoRR, 2024

High Significant Fault Detection in Azure Core Workload Insights.
CoRR, 2024

Spectral Convolutional Transformer: Harmonizing Real vs. Complex Multi-View Spectral Operators for Vision Transformer.
CoRR, 2024

SiMBA: Simplified Mamba-Based Architecture for Vision and Multivariate Time series.
CoRR, 2024

SPASE: Spatial Saliency Explanation For Time Series Models.
Proceedings of the IEEE International Conference on Acoustics, 2024

High Significant Fault Detection in Azure Core Workload Insights.
Proceedings of the Thirty-Eighth AAAI Conference on Artificial Intelligence, 2024

2023
Efficiency 360: Efficient Vision Transformers.
CoRR, 2023

Scattering Vision Transformer: Spectral Mixing Matters.
Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023

2022
Detecting Concept Drift in the Presence of Sparsity - A Case Study of Automated Change Risk Assessment System.
CoRR, 2022

Don't Miss the Fine Print! An Enhanced Framework to Extract Text from Low Resolution Images.
Proceedings of the 17th International Joint Conference on Computer Vision, 2022

Look before You Leap! Designing a Human-centered AI System for Change Risk Assessment.
Proceedings of the 14th International Conference on Agents and Artificial Intelligence, 2022

2021
Look Before You Leap! Designing a Human-Centered AI System for Change Risk Assessment.
CoRR, 2021

From Pixels to Words: A Scalable Journey of Text Information from Product Images to Retail Catalog.
Proceedings of the CIKM '21: The 30th ACM International Conference on Information and Knowledge Management, Virtual Event, Queensland, Australia, November 1, 2021

2020
Finding Bottleneck in Machine Learning Model Life Cycle.
Proceedings of the 2020 USENIX Conference on Operational Machine Learning, 2020

2013
Paradigms for Realizing Machine Learning Algorithms.
Big Data, 2013

Real-Time Analytics for the Healthcare Industry: Arrhythmia Detection.
Big Data, 2013

2012
Big-Data - Theoretical, Engineering and Analytics Perspective.
Proceedings of the Big Data Analytics, First International Conference, 2012

2009
Node-Capability-Aware Replica Management for Peer-to-Peer Grids.
IEEE Trans. Syst. Man Cybern. Part A, 2009

2008
Peer-to-Peer Issue Tracking System: Challenges and Solutions.
Proceedings of the Software Engineering 2008, 2008

A complex system inspired theoretical formalism for data management in Peer-to-Peer grids.
Proceedings of the 22nd IEEE International Symposium on Parallel and Distributed Processing, 2008

2007
Data Management in Distributed Systems: A Scalability Taxonomy.
Scalable Comput. Pract. Exp., 2007

2006
Soma: a compositional language for distributed systems.
ACM SIGPLAN Notices, 2006

Scaling a Shared Object Space to the Internet: Case Study of Virat.
J. Object Technol., 2006

Distributed Wisdom: Designing a Replication Service for Large Peer-to-Peer Data Grids.
IEEE Distributed Syst. Online, 2006

Vishwa: A reconfigurable P2P middleware for Grid Computations.
Proceedings of the 2006 International Conference on Parallel Processing (ICPP 2006), 2006

2005
A model for characterizing the scalability of distributed systems.
ACM SIGOPS Oper. Syst. Rev., 2005

Moset: An anonymous remote mobile cluster computing paradigm.
J. Parallel Distributed Comput., 2005

Avalanche Dynamics in Grids: Indications of SOC or HOT?
Proceedings of the Self-Organization and Autonomic Informatics (I), 2005

GDP: A Paradigm for Intertask Communication in Grid Computing Through Distributed Pipes.
Proceedings of the Distributed Computing and Internet Technology, 2005

2004
A model for parallel programming over CORBA.
J. Parallel Distributed Comput., 2004

2000
Scalability Issues in CORBA.
Proceedings of the International Symposium on Software Engineering for Parallel and Distributed Systems, 2000


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