Haaris Mehmood

According to our database, Haaris Mehmood authored at least 8 papers between 2022 and 2026.

Collaborative distances:

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

2026

DisAgg: Distributed Aggregators for Efficient Secure Aggregation in Federated Learning.

Haaris Mehmood, Giorgos Tatsis, Dimitrios Alexopoulos, Karthikeyan Saravanan, Jie Xu, Anastasios Drosou, Mete Ozay

CoRR, May, 2026

DP-LAC: Lightweight Adaptive Clipping for Differentially Private Federated Fine-tuning of Language Models.

Haaris Mehmood, Jie Xu, Karthikeyan Saravanan, Rogier C. van Dalen, Mete Ozay

CoRR, May, 2026

Differentially Private Clustered Federated Learning with Privacy-Preserving Initialization and Normality-Driven Aggregation.

Jie Xu, Haaris Mehmood, Rogier C. van Dalen, Karthikeyan Saravanan, Mete Ozay

CoRR, April, 2026

2025

ValSub: Subsampling Validation Data to Mitigate Forgetting during ASR Personalization.

Haaris Mehmood, Karthikeyan Saravanan, Pablo Peso Parada, David Tuckey, Mete Ozay, Gil Ho Lee, Jungin Lee, Seokyeong Jung

Proceedings of the 2025 IEEE International Conference on Acoustics, 2025

2024

DP-DyLoRA: Fine-Tuning Transformer-Based Models On-Device under Differentially Private Federated Learning using Dynamic Low-Rank Adaptation.

Jie Xu, Karthikeyan Saravanan, Rogier van Dalen, Haaris Mehmood, David Tuckey, Mete Ozay

CoRR, 2024

2023

Privacy-preserving Federated Learning and its application to natural language processing.

Balázs Nagy, István Hegedüs, Noémi Sándor, Balázs Egedi, Haaris Mehmood, Karthikeyan Saravanan, Gábor Lóki, Ákos Kiss

Knowl. Based Syst., 2023

Consistency Based Unsupervised Self-Training for ASR Personalisation.

Jisi Zhang, Vandana Rajan, Haaris Mehmood, David Tuckey, Pablo Peso Parada, Md Asif Jalal, Karthikeyan Saravanan, Gil Ho Lee, Jungin Lee, Seokyeong Jung

Proceedings of the IEEE Automatic Speech Recognition and Understanding Workshop, 2023

2022

FedNST: Federated Noisy Student Training for Automatic Speech Recognition.

Haaris Mehmood, Agnieszka Dobrowolska, Karthikeyan Saravanan, Mete Ozay

Proceedings of the 23rd Annual Conference of the International Speech Communication Association, 2022