Jagat Sesh Challa

According to our database, Jagat Sesh Challa authored at least 42 papers between 2011 and 2026.

Collaborative distances:

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

2026

Trust Regions Sell, But Who's Buying? Overlap Geometry as an Alternative Trust Region for Policy Optimization.

Gaurish Trivedi, Alakh Sharma, Kartikey Singh Bhandari, Yash Sinha, Pratik Narang, Dhruv Kumar, Jagat Sesh Challa

CoRR, February, 2026

Generative Evolutionary Meta-Solver (GEMS): Scalable Surrogate-Free Multi-Agent Reinforcement Learning.

Alakh Sharma, Gaurish Trivedi, Kartikey Singh Bhandari, Yash Sinha, Dhruv Kumar, Pratik Narang, Jagat Sesh Challa

Trans. Mach. Learn. Res., 2026

Time-sensitive data analytics: A survey of anytime techniques, applications and challenges.

Jagat Sesh Challa, Aarti, Navneet Goyal, Poonam Goyal

Comput. Sci. Rev., 2026

B-CvT: A Style Transfer Framework for Content Preservation and Fairness in Skin Lesion Imaging.

Minoru Tarumi, Jaya Pathak, Amitesh Singh Rajput, Jagat Sesh Challa, Vinay Chamola

IEEE Access, 2026

KAHLT: Kolmogorov-Arnold Hybrid Latent Transformer - A Hybrid Transformer For Classification Tasks.

Sanyam Sanjay Jain, Siddharth Khare, Paarth Goyal, Jagat Sesh Challa

Proceedings of the 18th International Conference on Agents and Artificial Intelligence, 2026

SAC: A Framework for Measuring and Inducing Personality Traits in LLMs with Dynamic Intensity Control.

Adithya Chittem, Aishna Shrivastava, Sai Tarun Pendela, Jagat Sesh Challa, Dhruv Kumar

Proceedings of the 18th International Conference on Agents and Artificial Intelligence, 2026

MPSync: A Parallel Framework for Set-Wise Clustering and Classification on Large-Scale and Multi-Port Data Streams.

Aarti, Jagat Sesh Challa, Mridul Chandak, Utkarsh Darolia, Kanav Kapoor, Navneet Goyal, Poonam Goyal

Proceedings of the 18th International Conference on Agents and Artificial Intelligence, 2026

From Trust to Compromise: Outcome-Verified LLM Phishing Simulation and Real-Time Defense.

Tulika Tewari, Nalin Asanka Gamagedara Arachchilage, Jagat Sesh Challa, Dhruv Kumar

Proceedings of the 64th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2026

Exposing DeepFakes via Hyperspectral Domain Mapping (Student Abstract).

Aditya Mehta, Swarnim Chaudhary, Pratik Narang, Jagat Sesh Challa

Proceedings of the Fortieth AAAI Conference on Artificial Intelligence, 2026

2025

Toward a socially fair data equilibration approach for responsible federated learning.

Jaya Pathak, Jagat Sesh Challa, Amitesh Singh Rajput

Knowl. Inf. Syst., December, 2025

Beyond Single Bugs: Benchmarking Large Language Models for Multi-Vulnerability Detection.

Chinmay Pushkar, Sanchit Kabra, Dhruv Kumar, Jagat Sesh Challa

CoRR, December, 2025

CricBench: A Multilingual Benchmark for Evaluating LLMs in Cricket Analytics.

Vaibhav Devraj, Dhruv Kumar, Jagat Sesh Challa

CoRR, December, 2025

Exposing DeepFakes via Hyperspectral Domain Mapping.

Aditya Mehta, Swarnim Chaudhary, Pratik Narang, Jagat Sesh Challa

CoRR, November, 2025

Generative Evolutionary Meta-Solver (GEMS): Scalable Surrogate-Free Multi-Agent Learning.

Alakh Sharma, Gaurish Trivedi, Kartikey Singh Bhandari, Yash Sinha, Dhruv Kumar, Pratik Narang, Jagat Sesh Challa

CoRR, September, 2025

Talking with Oompa Loompas: A novel framework for evaluating linguistic acquisition of LLM agents.

Sankalp Tattwadarshi Swain, Anshika Krishnatray, Dhruv Kumar, Jagat Sesh Challa

CoRR, September, 2025

HAEPO: History-Aggregated Exploratory Policy Optimization.

Gaurish Trivedi, Alakh Sharma, Kartikey Singh Bhandari, Dhruv Kumar, Pratik Narang, Jagat Sesh Challa

CoRR, August, 2025

The Impact of Large Language Models on K-12 Education in Rural India: A Thematic Analysis of Student Volunteer's Perspectives.

Harshil Goyal, Garima Garg, Prisha Mordia, Veena Ramachandran, Dhruv Kumar, Jagat Sesh Challa

CoRR, May, 2025

Rubric Is All You Need: Enhancing LLM-based Code Evaluation With Question-Specific Rubrics.

Aditya Pathak, Rachit Gandhi, Vaibhav Uttam, Devansh, Yashwanth Nakka, Aaryan Raj Jindal, Pratyush Ghosh, Arnav Ramamoorthy, Shreyash Verma, Aditya Mittal, Aashna Ased, Chirag Khatri, Jagat Sesh Challa, Dhruv Kumar

CoRR, March, 2025

Sakshm AI: Advancing AI-Assisted Coding Education for Engineering Students in India Through Socratic Tutoring and Comprehensive Feedback.

Raj Gupta, Harshit Goyal, Dhruv Kumar, Apurv Mehra, Sanchit Sharma, Kashish Mittal, Jagat Sesh Challa

CoRR, March, 2025

Rubric Is All You Need: Improving LLM-Based Code Evaluation With Question-Specific Rubrics.

Aditya Pathak, Rachit Gandhi, Vaibhav Uttam, Arnav Ramamoorthy, Pratyush Ghosh, Aaryan Raj Jindal, Shreyash Verma, Aditya Mittal, Aashna Ased, Chirag Khatri, Yashwanth Nakka, Devansh, Jagat Sesh Challa, Dhruv Kumar

Proceedings of the 2025 ACM Conference on International Computing Education Research V.1, 2025

Fed-DL: Federated Learning with Distributed Ledger for Social Demographic Equality.

Jaya Pathak, Yash Pandey, Jagat Sesh Challa, Amitesh Singh Rajput

Proceedings of the Cooperative Information Systems - 31st International Conference, 2025

2024

A Survey and Experimental Review on Data Distribution Strategies for Parallel Spatial Clustering Algorithms.

Jagat Sesh Challa, Navneet Goyal, Amogh Sharma, Nikhil Sreekumar, Sundar Balasubramaniam, Poonam Goyal

J. Comput. Sci. Technol., May, 2024

A Review of the Applications of Machine Learning for Prediction and Analysis of Mechanical Properties and Microstructures in Additive Manufacturing.

Atharv P. Deshmankar, Jagat Sesh Challa, Amit R. Singh, Regalla Srinivasa Prakash

J. Comput. Inf. Sci. Eng., 2024

A Hierarchical Anytime k-NN Classifier for Large-Scale High-Speed Data Streams.

Aarti, Jagat Sesh Challa, Hrishikesh Harsh, Utkarsh Darolia, Mansi Agarwal, Raghav Chaudhary, Navneet Goyal, Poonam Goyal

Proceedings of the 16th International Conference on Agents and Artificial Intelligence, 2024

Optimizing Liquid Neural Networks: A comparative study of LTCs and CFCs.

Pranav Deepak Tanna, Siddharth Khare, Sanyam Sanjay Jain, Shivodit Raj Vishnoi, Samay Roy, Jagat Sesh Challa

Proceedings of the IEEE International Conference on Big Data, 2024

"\"It's not like Jarvis✱.

Ritvik Budhiraja, Ishika Joshi, Jagat Sesh Challa, Harshal D. Akolekar, Dhruv Kumar

Proceedings of the 26th Australasian Computing Education Conference, 2024

2023

"It's not like Jarvis, but it's pretty close!" - Examining ChatGPT's Usage among Undergraduate Students in Computer Science.

Ishika Joshi, Ritvik Budhiraja, Harshal D. Akolekar, Jagat Sesh Challa, Dhruv Kumar

CoRR, 2023

"With Great Power Comes Great Responsibility!": Student and Instructor Perspectives on the influence of LLMs on Undergraduate Engineering Education.

Ishika Joshi, Ritvik Budhiraja, Pranav Deepak Tanna, Lovenya Jain, Mihika Deshpande, Arjun Srivastava, Srinivas Rallapalli, Harshal D. Akolekar, Jagat Sesh Challa, Dhruv Kumar

CoRR, 2023

InFER: A Multi-Ethnic Indian Facial Expression Recognition Dataset.

Syed Sameen Ahmad Rizvi, Preyansh Agrawal, Jagat Sesh Challa, Pratik Narang

Proceedings of the 15th International Conference on Agents and Artificial Intelligence, 2023

An Adaptive Hierarchical Method for Anytime Set-wise Clustering of Variable and High-Speed Data Streams.

Aarti, Jagat Sesh Challa, Utkarsh Darolia, Mridul Chandak, Poonam Goyal, Navneet Goyal

Proceedings of the IEEE International Conference on Big Data, 2023

2022

Anytime clustering of data streams while handling noise and concept drift.

Jagat Sesh Challa, Poonam Goyal, Ajinkya Kokandakar, Dhananjay Mantri, Pranet Verma, Sundar Balasubramaniam, Navneet Goyal

J. Exp. Theor. Artif. Intell., 2022

AnyStreamKM: Anytime k-medoids Clustering for Streaming Data.

Jagat Sesh Challa, Dhruv Rawat, Navneet Goyal, Poonam Goyal

Proceedings of the IEEE International Conference on Big Data, 2022

2020

Grid-R-tree: a data structure for efficient neighborhood and nearest neighbor queries in data mining.

Poonam Goyal, Jagat Sesh Challa, Dhruv Kumar, Anuvind Bhat, Sundar Balasubramaniam, Navneet Goyal

Int. J. Data Sci. Anal., 2020

Anytime Frequent Itemset Mining of Transactional Data Streams.

Poonam Goyal, Jagat Sesh Challa, Shivin Shrivastava, Navneet Goyal

Big Data Res., 2020

2019

μDBSCAN: An Exact Scalable DBSCAN Algorithm for Big Data Exploiting Spatial Locality.

Aditya Sarma, Poonam Goyal, Sonal Kumari, Anand Wani, Jagat Sesh Challa, Saiyedul Islam, Navneet Goyal

Proceedings of the 2019 IEEE International Conference on Cluster Computing, 2019

2018

AnySC: Anytime Set-wise Classification of Variable Speed Data Streams.

Jagat Sesh Challa, Poonam Goyal, Vijay M. Giri, Dhananjay Mantri, Navneet Goyal

Proceedings of the IEEE International Conference on Big Data (IEEE BigData 2018), 2018

2017

AnyFI: An anytime frequent itemset mining algorithm for data streams.

Poonam Goyal, Jagat Sesh Challa, Shivin Shrivastava, Navneet Goyal

Proceedings of the 2017 IEEE International Conference on Big Data (IEEE BigData 2017), 2017

2016

DD-Rtree: A dynamic distributed data structure for efficient data distribution among cluster nodes for spatial data mining algorithms.

Jagat Sesh Challa, Poonam Goyal, S. Nikhil, Aditya Mangla, Sundar Balasubramaniam, Navneet Goyal

Proceedings of the 2016 IEEE International Conference on Big Data (IEEE BigData 2016), 2016

2015

Parallelizing OPTICS for Commodity Clusters.

Poonam Goyal, Sonal Kumari, Dhruv Kumar, Sundar Balasubramaniam, Navneet Goyal, Saiyedul Islam, Jagat Sesh Challa

Proceedings of the 2015 International Conference on Distributed Computing and Networking, 2015

A concurrent k-NN search algorithm for R-tree.

Jagat Sesh Challa, Poonam Goyal, S. Nikhil, Sundar Balasubramaniam, Navneet Goyal

Proceedings of the 8th Annual ACM India Conference, Ghaziabad, India, October 29-31, 2015, 2015

2012

HADCLEAN: A hybrid approach to data cleaning in data warehouses.

Arindam Paul, Varuni Ganesan, Jagat Sesh Challa, Yashvardhan Sharma

Proceedings of the 2012 International Conference on Information Retrieval & Knowledge Management, 2012

2011

Integrated Software Quality Evaluation: A Fuzzy Multi-Criteria Approach.

Jagat Sesh Challa, Arindam Paul, Yogesh Dada, Venkatesh Nerella, Praveen Ranjan Srivastava, Ajit Pratap Singh

J. Inf. Process. Syst., 2011