Publications

244 entries « 1 of 13 »
1.

Sumedh Joshi; Hwisoo So; Aviral Shrivastava

ProGIP: Protecting Gradient-based Input Perturbation Approaches for Out-of-distribution Detection From Soft Errors Conference Forthcoming

Proceedings of the 2025 International Conference on Hardware/Software Codesign and System Synthesis, Forthcoming.

BibTeX | Tags: Reliability | Links:

2.

Kaustubh Harapanahalli

SIGN: A Scalable Incident Detection, Localization, and Severity Estimation using Graph Neural Networks Masters Thesis

2025.

BibTeX | Tags: | Links:

3.

Guna Lagudu; Vinayak Sharma; Aviral Shrivastava

LUCI: Lightweight UI Command Interface Proceedings Article

In: Proceedings of Languages, Compilers, Tools and Theory of Embedded Systems (LCTES), 2025.

BibTeX | Tags: | Links:

4.

Abhinav Kumar; Atharva Khedkar; Hwisoo So; Megan Kuo; Ameya Gurjar; Partha Biswas; Aviral Shrivastava

DSP-MLIR: A Domain-Specific Language and MLIR Dialect for Digital Signal Processing Proceedings Article

In: Proceedings of Languages, Compilers, Tools and Theory of Embedded Systems (LCTES), 2025.

BibTeX | Tags: | Links:

5.

Mohammad Khayatian; Mohammadreza Mehrabian; Harshith Alamsetti; Aviral Shrivastava

Cooperative Driving of Connected Autonomous Vehicles in Smart Cities using Responsibility-Sensitive Safety Rules Patent

2025.

BibTeX | Tags: Intelligent Transportation Systems | Links:

6.

Shreehari Jagadeesha; Edward Andert; Aviral Shrivastava

TIPANGLE: Traffic Tracking at City Scale by Pose Estimation of Pan and Tilt Traffic Cameras on Edge Devices Conference

IEEE International Conference on Very Large System Integration and Embedded Systems, 2025.

BibTeX | Tags: Best Paper Award, Intelligent Transportation Systems | Links:

7.

Yebon Kim; Jinhyo Jung; Hyunjun Kim; Hwisoo So; Yohan Ko; Aviral Shrivastava; Kyoungwoo Lee; Uiwon Hwang

Adversarial Defense on Harmony: Reverse Attack for Robust Models Against Adversarial Attack Journal Article

In: IEEE Access, 2024.

BibTeX | Tags: Reliability | Links:

8.

Sumedh Joshi

ProGIP: Protecting Gradient-based Input Perturbation Approaches for Out-of-distribution Detection From Soft Errors Masters Thesis

2024.

BibTeX | Tags: Reliability | Links:

9.

Francis Mendoza

AEGIS: A Special-Purpose Computer Network For Strategic Cyber Defense Masters Thesis

2024.

BibTeX | Tags: Reliability | Links:

10.

Aviral Shrivastava; Vinayak Sharma

Primer on Data in Quantum Machine Learning Conference

2024 International Conference on Compilers, Architecture, and Synthesis for Embedded Systems (CASES), 2024.

BibTeX | Tags: Quantum Machine Learning | Links:

11.

Abhinav Kumar; Aviral Shrivastava

DSP-MLIR: A Compiler for Digital Signal Processing in MLIR Masters Thesis

Arizona State University, 2024.

BibTeX | Tags: Multi-level Intermediate Representation | Links:

12.

Sai Shashank Peddiraju; Kaustubh Harapanahalli; Edward Andert; Aviral Shrivastava

IncidentNet: Traffic Incident Detection, Localization and Severity Estimation with Sparse Sensing Conference

2024 IEEE 27th International Conference on Intelligent Transportation Systems (ITSC), 2024.

BibTeX | Tags: Intelligent Transportation Systems | Links:

13.

Edward Andert; Francis Mendoza; Hans Behrens; Aviral Shrivastava

Conclave - Secure and Robust Cooperative Perception for Connected Autonomous Vehicle Using Authenticated Consensus and Trust Scoring Conference

Proceedings of the 61st ACM/IEEE Design Automation Conference, 2024.

BibTeX | Tags: Intelligent Transportation Systems | Links:

14.

Jinhyo Jung; Hwisoo So; Woobin Ko; Sumedh Shridhar Joshi; Yebon Kim; Yohan Ko; Aviral Shrivastava; Kyoungwoo Lee

Maintaining Sanity: Algorithm-based Comprehensive Fault Tolerance for CNNs Conference

Proceedings of the 61st ACM/IEEE Design Automation Conference, 2024.

BibTeX | Tags: Reliability | Links:

15.

Shail Dave

An Agile Methodology for Designing Efficient Domain-Specific Architectures PhD Thesis

2024.

BibTeX | Tags: Machine Learning Accelerator Design | Links:

16.

Sai Shashank Peddiraju

IncidentNet: Traffic Incident Detection, Localization and Severity Estimation with Sparse Sensing Masters Thesis

2024.

BibTeX | Tags: Intelligent Transportation Systems | Links:

17.

Shail Dave; Aviral Shrivastava; Tony Nowatzki

Systems and methods for agile and explainable optimization of efficient hardware/software codesigns for domain-specific computing systems using bottleneck analysis Patent

2024.

BibTeX | Tags: Machine Learning Accelerator Design | Links:

18.

Guna Lagudu

LUCI: Multi-Application Orchestration Agent Masters Thesis

Arizona State University, 2024.

BibTeX | Tags: LLM Applications | Links:

19.

Shail Dave; Tony Nowatzki; Aviral Shrivastava

Explainable-DSE: An Agile and Explainable Exploration of Efficient Hardware/Software Codesigns of Deep Learning Accelerators Using Bottleneck Analysis Proceedings Article

In: Proceedings of the 29th ACM International Conference on Architectural Support for Programming Languages and Operating Systems (ASPLOS), 2024, (Won Silver Medal at ACM Student Research Competition 2022-23 (Host: ACM SIGBED)).

Abstract | BibTeX | Tags: Machine Learning Accelerator Design | Links:

20.

Mahesh Balasubramanian; Aviral Shrivastava

Systems and methods for fast-mapping of coarse-grained reconfigurable arrays Patent

2024.

BibTeX | Tags: Coarse-Grained Reconfigurable Arrays | Links:

244 entries « 1 of 13 »