Garima Agrawal

According to our database, Garima Agrawal authored at least 20 papers between 2016 and 2025.

Collaborative distances:

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

2025

Domain Knowledge-Enhanced LLMs for Fraud and Concept Drift Detection.

Ali Senol, Garima Agrawal, Huan Liu

CoRR, June, 2025

Reversing the Paradigm: Building AI-First Systems with Human Guidance.

Cosimo Spera, Garima Agrawal

CoRR, June, 2025

Joint Detection of Fraud and Concept Drift inOnline Conversations with LLM-Assisted Judgment.

Ali Senol, Garima Agrawal, Huan Liu

CoRR, May, 2025

CyberBOT: Towards Reliable Cybersecurity Education via Ontology-Grounded Retrieval Augmented Generation.

Chengshuai Zhao, Riccardo De Maria, Tharindu Kumarage, Kumar Satvik Chaudhary, Garima Agrawal, Yiwen Li, Jongchan Park, Yuli Deng, Ying-Chih Chen, Huan Liu

CoRR, April, 2025

RedditESS: A Mental Health Social Support Interaction Dataset - Understanding Effective Social Support to Refine AI-Driven Support Tools.

Zeyad Alghamdi, Tharindu Kumarage, Garima Agrawal, Mansooreh Karami, Ibrahim Almuteb, Huan Liu

CoRR, March, 2025

2024

Ontology-Aware RAG for Improved Question-Answering in Cybersecurity Education.

Chengshuai Zhao, Garima Agrawal, Tharindu Kumarage, Zhen Tan, Yuli Deng, Ying-Chih Chen, Huan Liu

CoRR, 2024

Beyond-RAG: Question Identification and Answer Generation in Real-Time Conversations.

Garima Agrawal, Sashank Gummuluri, Cosimo Spera

CoRR, 2024

A Survey of AI-generated Text Forensic Systems: Detection, Attribution, and Characterization.

Tharindu Kumarage, Garima Agrawal, Paras Sheth, Raha Moraffah, Aman Chadha, Joshua Garland, Huan Liu

CoRR, 2024

Can Knowledge Graphs Reduce Hallucinations in LLMs? : A Survey.

Garima Agrawal, Tharindu Kumarage, Zeyad Alghamdi, Huan Liu

Proceedings of the 2024 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies (Volume 1: Long Papers), 2024

Mindful-RAG: A Study of Points of Failure in Retrieval Augmented Generation.

Garima Agrawal, Tharindu Kumarage, Zeyad Alghamdi, Huan Liu

Proceedings of the 2nd International Conference on Foundation and Large Language Models, 2024

CyberQ: Generating Questions and Answers for Cybersecurity Education Using Knowledge Graph-Augmented LLMs.

Garima Agrawal, Kuntal Pal, Yuli Deng, Huan Liu, Ying-Chih Chen

Proceedings of the Thirty-Eighth AAAI Conference on Artificial Intelligence, 2024

2023

Unraveled - A semi-synthetic dataset for Advanced Persistent Threats.

Sowmya Myneni, Kritshekhar Jha, Abdulhakim Sabur, Garima Agrawal, Yuli Deng, Ankur Chowdhary, Dijiang Huang

Comput. Networks, May, 2023

Auction-Based Learning for Question Answering over Knowledge Graphs.

Garima Agrawal, Dimitri P. Bertsekas, Huan Liu

Inf., 2023

Can Knowledge Graphs Reduce Hallucinations in LLMs? : A Survey.

Garima Agrawal, Tharindu Kumarage, Zeyad Alghami, Huan Liu

CoRR, 2023

AISecKG: Knowledge Graph Dataset for Cybersecurity Education.

Garima Agrawal, Kuntal Pal, Yuli Deng, Huan Liu, Chitta Baral

Proceedings of the AAAI 2023 Spring Symposium on Challenges Requiring the Combination of Machine Learning and Knowledge Engineering (AAAI-MAKE 2023), 2023

2022

SCVS: On AI and Edge Clouds Enabled Privacy-preserved Smart-city Video Surveillance Services.

Sowmya Myneni, Garima Agrawal, Yuli Deng, Ankur Chowdhary, Neha Vadnere, Dijiang Huang

ACM Trans. Internet Things, 2022

Building Knowledge Graphs from Unstructured Texts: Applications and Impact Analyses in Cybersecurity Education.

Garima Agrawal, Yuli Deng, Jongchan Park, Huan Liu, Ying-Chih Chen

Inf., 2022

2021

The Small Set Vertex Expansion Problem.

Garima Agrawal, Soumen Maity

Theor. Comput. Sci., 2021

2016

Wheeled Robots playing Chain Catch: Strategies and Evaluation.

Garima Agrawal, Kamalakar Karlapalem

CoRR, 2016

Wheeled Robots playing Chain Catch: Strategies and Evaluation (Extended Abstract).

Garima Agrawal, Kamalakar Karlapalem

Proceedings of the 2016 International Conference on Autonomous Agents & Multiagent Systems, 2016