Jagat Sesh Challa

43 papers A* 1B 4C 2Misc 1Journal 24Unranked 11

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	B-CvT: A Style Transfer Framework for Content Preservation and Fairness in Skin Lesion Imaging. IEEE Access Minoru Tarumi, Jaya Pathak, Amitesh Singh Rajput, Jagat Sesh Challa, Vinay Chamola
2026	A*	`conf`	Exposing DeepFakes via Hyperspectral Domain Mapping (Student Abstract). AAAI Aditya Mehta, Swarnim Chaudhary, Pratik Narang, Jagat Sesh Challa
2026	J	`jnl`	Generative Evolutionary Meta-Solver (GEMS): Scalable Surrogate-Free Multi-Agent Reinforcement Learning. Trans. Mach. Learn. Res. Alakh Sharma, Gaurish Trivedi, Kartikey Singh Bhandari, Yash Sinha, Dhruv Kumar, Pratik Narang, Jagat Sesh Challa
2026	—	`conf`	KAHLT: Kolmogorov-Arnold Hybrid Latent Transformer - A Hybrid Transformer For Classification Tasks. ICAART (5) Sanyam Sanjay Jain, Siddharth Khare, Paarth Goyal, Jagat Sesh Challa
2026	—	`conf`	MPSync: A Parallel Framework for Set-Wise Clustering and Classification on Large-Scale and Multi-Port Data Streams. ICAART (3) Aarti, Jagat Sesh Challa, Mridul Chandak, Utkarsh Darolia, Kanav Kapoor, Navneet Goyal, Poonam Goyal
2026	—	`conf`	SAC: A Framework for Measuring and Inducing Personality Traits in LLMs with Dynamic Intensity Control. ICAART (4) Adithya Chittem, Aishna Shrivastava, Sai Tarun Pendela, Jagat Sesh Challa, Dhruv Kumar
2026	J	`jnl`	Time-sensitive data analytics: A survey of anytime techniques, applications and challenges. Comput. Sci. Rev. Jagat Sesh Challa, Aarti, Navneet Goyal, Poonam Goyal
2026	J	`jnl`	Trust Regions Sell, But Who's Buying? Overlap Geometry as an Alternative Trust Region for Policy Optimization. CoRR Gaurish Trivedi, Alakh Sharma, Kartikey Singh Bhandari, Yash Sinha, Pratik Narang, Dhruv Kumar, Jagat Sesh Challa
2025	J	`jnl`	Beyond Single Bugs: Benchmarking Large Language Models for Multi-Vulnerability Detection. CoRR Chinmay Pushkar, Sanchit Kabra, Dhruv Kumar, Jagat Sesh Challa
2025	J	`jnl`	CricBench: A Multilingual Benchmark for Evaluating LLMs in Cricket Analytics. CoRR Vaibhav Devraj, Dhruv Kumar, Jagat Sesh Challa
2025	J	`jnl`	Exposing DeepFakes via Hyperspectral Domain Mapping. CoRR Aditya Mehta, Swarnim Chaudhary, Pratik Narang, Jagat Sesh Challa
2025	B	`conf`	Fed-DL: Federated Learning with Distributed Ledger for Social Demographic Equality. CoopIS Jaya Pathak, Yash Pandey, Jagat Sesh Challa, Amitesh Singh Rajput
2025	J	`jnl`	Generative Evolutionary Meta-Solver (GEMS): Scalable Surrogate-Free Multi-Agent Learning. CoRR Alakh Sharma, Gaurish Trivedi, Kartikey Singh Bhandari, Yash Sinha, Dhruv Kumar, Pratik Narang, Jagat Sesh Challa
2025	J	`jnl`	HAEPO: History-Aggregated Exploratory Policy Optimization. CoRR Gaurish Trivedi, Alakh Sharma, Kartikey Singh Bhandari, Dhruv Kumar, Pratik Narang, Jagat Sesh Challa
2025	J	`jnl`	Rubric Is All You Need: Enhancing LLM-based Code Evaluation With Question-Specific Rubrics. CoRR 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
2025	—	`conf`	Rubric Is All You Need: Improving LLM-Based Code Evaluation With Question-Specific Rubrics. ICER (1) 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
2025	J	`jnl`	SAC: A Framework for Measuring and Inducing Personality Traits in LLMs with Dynamic Intensity Control. CoRR Adithya Chittem, Aishna Shrivastava, Sai Tarun Pendela, Jagat Sesh Challa, Dhruv Kumar
2025	J	`jnl`	Sakshm AI: Advancing AI-Assisted Coding Education for Engineering Students in India Through Socratic Tutoring and Comprehensive Feedback. CoRR Raj Gupta, Harshit Goyal, Dhruv Kumar, Apurv Mehra, Sanchit Sharma, Kashish Mittal, Jagat Sesh Challa
2025	J	`jnl`	Talking with Oompa Loompas: A novel framework for evaluating linguistic acquisition of LLM agents. CoRR Sankalp Tattwadarshi Swain, Anshika Krishnatray, Dhruv Kumar, Jagat Sesh Challa
2025	J	`jnl`	The Impact of Large Language Models on K-12 Education in Rural India: A Thematic Analysis of Student Volunteer's Perspectives. CoRR Harshil Goyal, Garima Garg, Prisha Mordia, Veena Ramachandran, Dhruv Kumar, Jagat Sesh Challa
2025	J	`jnl`	Toward a socially fair data equilibration approach for responsible federated learning. Knowl. Inf. Syst. Jaya Pathak, Jagat Sesh Challa, Amitesh Singh Rajput
2024	C	`conf`	"\"It's not like Jarvis✱. ACE Ritvik Budhiraja, Ishika Joshi, Jagat Sesh Challa, Harshal D. Akolekar, Dhruv Kumar
2024	—	`conf`	A Hierarchical Anytime k-NN Classifier for Large-Scale High-Speed Data Streams. ICAART (2) Aarti, Jagat Sesh Challa, Hrishikesh Harsh, Utkarsh Darolia, Mansi Agarwal, Raghav Chaudhary, Navneet Goyal, Poonam Goyal
2024	J	`jnl`	A Review of the Applications of Machine Learning for Prediction and Analysis of Mechanical Properties and Microstructures in Additive Manufacturing. J. Comput. Inf. Sci. Eng. Atharv P. Deshmankar, Jagat Sesh Challa, Amit R. Singh, Regalla Srinivasa Prakash
2024	J	`jnl`	A Survey and Experimental Review on Data Distribution Strategies for Parallel Spatial Clustering Algorithms. J. Comput. Sci. Technol. Jagat Sesh Challa, Navneet Goyal, Amogh Sharma, Nikhil Sreekumar, Sundar Balasubramaniam, Poonam Goyal
2024	B	`conf`	Optimizing Liquid Neural Networks: A comparative study of LTCs and CFCs. IEEE Big Data Pranav Deepak Tanna, Siddharth Khare, Sanyam Sanjay Jain, Shivodit Raj Vishnoi, Samay Roy, Jagat Sesh Challa
2023	J	`jnl`	"It's not like Jarvis, but it's pretty close!" - Examining ChatGPT's Usage among Undergraduate Students in Computer Science. CoRR Ishika Joshi, Ritvik Budhiraja, Harshal D. Akolekar, Jagat Sesh Challa, Dhruv Kumar
2023	J	`jnl`	"With Great Power Comes Great Responsibility!": Student and Instructor Perspectives on the influence of LLMs on Undergraduate Engineering Education. CoRR Ishika Joshi, Ritvik Budhiraja, Pranav Deepak Tanna, Lovenya Jain, Mihika Deshpande, Arjun Srivastava, Srinivas Rallapalli, Harshal D. Akolekar, Jagat Sesh Challa, Dhruv Kumar
2023	B	`conf`	An Adaptive Hierarchical Method for Anytime Set-wise Clustering of Variable and High-Speed Data Streams. IEEE Big Data Aarti, Jagat Sesh Challa, Utkarsh Darolia, Mridul Chandak, Poonam Goyal, Navneet Goyal
2023	—	`conf`	InFER: A Multi-Ethnic Indian Facial Expression Recognition Dataset. ICAART (3) Syed Sameen Ahmad Rizvi, Preyansh Agrawal, Jagat Sesh Challa, Pratik Narang
2023	J	`jnl`	InFER: A Multi-Ethnic Indian Facial Expression Recognition Dataset. CoRR Syed Sameen Ahmad Rizvi, Preyansh Agrawal, Jagat Sesh Challa, Pratik Narang
2022	B	`conf`	AnyStreamKM: Anytime k-medoids Clustering for Streaming Data. IEEE Big Data Jagat Sesh Challa, Dhruv Rawat, Navneet Goyal, Poonam Goyal
2022	J	`jnl`	Anytime clustering of data streams while handling noise and concept drift. J. Exp. Theor. Artif. Intell. Jagat Sesh Challa, Poonam Goyal, Ajinkya Kokandakar, Dhananjay Mantri, Pranet Verma, Sundar Balasubramaniam, Navneet Goyal
2020	J	`jnl`	Anytime Frequent Itemset Mining of Transactional Data Streams. Big Data Res. Poonam Goyal, Jagat Sesh Challa, Shivin Shrivastava, Navneet Goyal
2020	J	`jnl`	Grid-R-tree: a data structure for efficient neighborhood and nearest neighbor queries in data mining. Int. J. Data Sci. Anal. Poonam Goyal, Jagat Sesh Challa, Dhruv Kumar, Anuvind Bhat, Sundar Balasubramaniam, Navneet Goyal
2019	C	`conf`	μDBSCAN: An Exact Scalable DBSCAN Algorithm for Big Data Exploiting Spatial Locality. CLUSTER Aditya Sarma, Poonam Goyal, Sonal Kumari, Anand Wani, Jagat Sesh Challa, Saiyedul Islam, Navneet Goyal
2018	—	`conf`	AnySC: Anytime Set-wise Classification of Variable Speed Data Streams. IEEE BigData Jagat Sesh Challa, Poonam Goyal, Vijay M. Giri, Dhananjay Mantri, Navneet Goyal
2017	—	`conf`	AnyFI: An anytime frequent itemset mining algorithm for data streams. IEEE BigData Poonam Goyal, Jagat Sesh Challa, Shivin Shrivastava, Navneet Goyal
2016	—	`conf`	DD-Rtree: A dynamic distributed data structure for efficient data distribution among cluster nodes for spatial data mining algorithms. IEEE BigData Jagat Sesh Challa, Poonam Goyal, S. Nikhil, Aditya Mangla, Sundar Balasubramaniam, Navneet Goyal
2015	—	`conf`	A concurrent k-NN search algorithm for R-tree. COMPUTE Jagat Sesh Challa, Poonam Goyal, S. Nikhil, Sundar Balasubramaniam, Navneet Goyal
2015	Misc	`conf`	Parallelizing OPTICS for Commodity Clusters. ICDCN Poonam Goyal, Sonal Kumari, Dhruv Kumar, Sundar Balasubramaniam, Navneet Goyal, Saiyedul Islam, Jagat Sesh Challa
2012	—	`conf`	HADCLEAN: A hybrid approach to data cleaning in data warehouses. CAMP Arindam Paul, Varuni Ganesan, Jagat Sesh Challa, Yashvardhan Sharma
2011	J	`jnl`	Integrated Software Quality Evaluation: A Fuzzy Multi-Criteria Approach. J. Inf. Process. Syst. Jagat Sesh Challa, Arindam Paul, Yogesh Dada, Venkatesh Nerella, Praveen Ranjan Srivastava, Ajit Pratap Singh