Muhammad Umair Haider

According to our database, Muhammad Umair Haider authored at least 7 papers between 2021 and 2026.

Collaborative distances:

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

2026

Neurons Speak in Ranges: Breaking Free from Discrete Neuronal Attribution.

Muhammad Umair Haider, Hammad Rizwan, Hassan Sajjad, Peizhong Ju, A. B. Siddique

Trans. Mach. Learn. Res., 2026

Looking into Black Box Code Language Models.

Muhammad Umair Haider, Umar Farooq, A. B. Siddique, Mark Marron

Proceedings of the International Conference on Semantic Computing, 2026

Evaluating Sparse Autoencoders for Monosemantic Representation.

Moghis Fereidouni, Muhammad Umair Haider, Peizhong Ju, A. B. Siddique

Proceedings of the Findings of the Association for Computational Linguistics: EACL 2026, 2026

2025

Multi-Granular Node Pruning for Circuit Discovery.

Muhammad Umair Haider, Hammad Rizwan, Hassan Sajjad, A. B. Siddique

CoRR, December, 2025

2022

Neural Network Pruning Through Constrained Reinforcement Learning.

Shehryar Malik, Muhammad Umair Haider, Omer Iqbal, Murtaza Taj

Proceedings of the 26th International Conference on Pattern Recognition, 2022

2021

Comprehensive Online Network Pruning Via Learnable Scaling Factors.

Muhammad Umair Haider, Murtaza Taj

Proceedings of the 2021 IEEE International Conference on Image Processing, 2021

Teacher-Class Network: A Neural Network Compression Mechanism.

Shaiq Munir Malik, Fnu Mohbat, Muhammad Umair Haider, Muhammad Musab Rasheed, Murtaza Taj

Proceedings of the 32nd British Machine Vision Conference 2021, 2021