Kunjal Panchal

Publication Activity (10 Years)

Years Active: 2020-2024
Publications (10 Years): 8

Top Topics

Differential Privacy

Reinforcement Learning

Top Venues

Proc. ACM Hum. Comput. Interact.

Publications

Kunjal Panchal, Nisarg Parikh, Sunav Choudhary, Lijun Zhang, Yuriy Brun, Hui Guan
Thinking Forward: Memory-Efficient Federated Finetuning of Language Models. CoRR (2024)
Kunjal Panchal, Sunav Choudhary, Nisarg Parikh, Lijun Zhang, Hui Guan
Flow: Per-instance Personalized Federated Learning. NeurIPS (2023)
Zhiqiu Jiang, Mashrur Rashik, Kunjal Panchal, Mahmood Jasim, Ali Sarvghad, Pari Riahi, Erica Dewitt, Fey Thurber, Narges Mahyar
CommunityBots: Creating and Evaluating A Multi-Agent Chatbot Platform for Public Input Elicitation. Proc. ACM Hum. Comput. Interact. 7 (CSCW1) (2023)
Kunjal Panchal, Sunav Choudhary, Subrata Mitra, Koyel Mukherjee, Somdeb Sarkhel, Saayan Mitra, Hui Guan
Flash: Concept Drift Adaptation in Federated Learning. ICML (2023)
Kunjal Panchal, Sunav Choudhary, Hui Guan
Flow: Per-Instance Personalized Federated Learning Through Dynamic Routing. CoRR (2022)
Kunjal Panchal
Improved Algorithm for Seamlessly Creating Infinite Loops from a Video Clip, while Preserving Variety in Textures. CoRR (2020)
Kunjal Panchal
Hierachical Delta-Attention Method for Multimodal Fusion. CoRR (2020)
Kunjal Panchal
Differential Privacy and Natural Language Processing to Generate Contextually Similar Decoy Messages in Honey Encryption Scheme. CoRR (2020)