Kunjal Panchal

According to our database, Kunjal Panchal authored at least 7 papers between 2020 and 2024.

Collaborative distances:

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

2024

Thinking Forward: Memory-Efficient Federated Finetuning of Language Models.

Kunjal Panchal, Nisarg Parikh, Sunav Choudhary, Lijun Zhang, Yuriy Brun, Hui Guan

CoRR, 2024

2023

CommunityBots: Creating and Evaluating A Multi-Agent Chatbot Platform for Public Input Elicitation.

Zhiqiu Jiang, Mashrur Rashik, Kunjal Panchal, Mahmood Jasim, Ali Sarvghad, Pari Riahi, Erica Dewitt, Fey Thurber, Narges Mahyar

Proc. ACM Hum. Comput. Interact., April, 2023

Flow: Per-instance Personalized Federated Learning.

Kunjal Panchal, Sunav Choudhary, Nisarg Parikh, Lijun Zhang, Hui Guan

Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023

Flash: Concept Drift Adaptation in Federated Learning.

Kunjal Panchal, Sunav Choudhary, Subrata Mitra, Koyel Mukherjee, Somdeb Sarkhel, Saayan Mitra, Hui Guan

Proceedings of the International Conference on Machine Learning, 2023

2022

Flow: Per-Instance Personalized Federated Learning Through Dynamic Routing.

Kunjal Panchal, Sunav Choudhary, Hui Guan

CoRR, 2022

2020

Improved Algorithm for Seamlessly Creating Infinite Loops from a Video Clip, while Preserving Variety in Textures.

Kunjal Panchal

CoRR, 2020

Differential Privacy and Natural Language Processing to Generate Contextually Similar Decoy Messages in Honey Encryption Scheme.

Kunjal Panchal

CoRR, 2020