Ashlesha Akella

According to our database, Ashlesha Akella authored at least 9 papers between 2019 and 2025.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of three.

2025

CodeGenWrangler: Data Wrangling task automation using Code-Generating Models.

Ashlesha Akella, Abhijit Manatkar, Krishnasuri Narayanam, Sameep Mehta

Proceedings of the 2025 Conference of the Nations of the Americas Chapter of the Association for Computational Linguistics: Human Language Technologies, 2025

Question-guided Insights Generation for Automated Exploratory Data Analysis.

Abhijit Manatkar, Ashlesha Akella, Krishnasuri Narayanam, Sameep Mehta

Proceedings of the AAAI-25, Sponsored by the Association for the Advancement of Artificial Intelligence, February 25, 2025

Data Wrangling Task Automation Using Code-Generating Language Models.

Ashlesha Akella, Krishnasuri Narayanam

Proceedings of the AAAI-25, Sponsored by the Association for the Advancement of Artificial Intelligence, February 25, 2025

2024

An Automatic Prompt Generation System for Tabular Data Tasks.

Ashlesha Akella, Abhijit Manatkar, Brij Chavda, Hima Patel

CoRR, 2024

An Automatic Prompt Generation System for Tabular Data Tasks.

Ashlesha Akella, Abhijit Manatkar, Brijkumar Chavda, Hima Patel

Proceedings of the 2024 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies: Industry Track, 2024

QUIS: Question-guided Insights Generation for Automated Exploratory Data Analysis.

Abhijit Manatkar, Ashlesha Akella, Parthivi Gupta, Krishnasuri Narayanam

Proceedings of the 2024 Conference on Empirical Methods in Natural Language Processing: EMNLP 2024, 2024

2021

Deep hierarchical reinforcement agents for automated penetration testing.

Khuong Tran, Ashlesha Akella, Maxwell Standen, Junae Kim, David Bowman, Toby Richer, Chin-Teng Lin

CoRR, 2021

Reward based Hebbian Learning in Direct Feedback Alignment (Student Abstract).

Ashlesha Akella, Sai Kalyan Ranga Singanamalla, Chin-Teng Lin

Proceedings of the Thirty-Fifth AAAI Conference on Artificial Intelligence, 2021

2019

Effect of Mechanical Resistance on Cognitive Conflict in Physical Human-Robot Collaboration.

Stefano Aldini, Ashlesha Akella, Avinash Kumar Singh, Yu-Kai Wang, Marc Carmichael, Dikai Liu, Chin-Teng Lin

Proceedings of the International Conference on Robotics and Automation, 2019