Muhammad Umair Haider

11 papers A 1B 2Journal 7Unranked 1
YearRankTypeTitle / Venue / Authors
2026 — conf
Evaluating Sparse Autoencoders for Monosemantic Representation.
EACL (Findings)
Moghis Fereidouni, Muhammad Umair Haider, Peizhong Ju, A. B. Siddique
2026 J jnl
Neurons Speak in Ranges: Breaking Free from Discrete Neuronal Attribution.
Trans. Mach. Learn. Res.
Muhammad Umair Haider, Hammad Rizwan, Hassan Sajjad, Peizhong Ju, A. B. Siddique
2025 J jnl
Evaluating Sparse Autoencoders for Monosemantic Representation.
CoRR
Moghis Fereidouni, Muhammad Umair Haider, Peizhong Ju, A. B. Siddique
2025 J jnl
Multi-Granular Node Pruning for Circuit Discovery.
CoRR
Muhammad Umair Haider, Hammad Rizwan, Hassan Sajjad, A. B. Siddique
2025 J jnl
Neurons Speak in Ranges: Breaking Free from Discrete Neuronal Attribution.
CoRR
Muhammad Umair Haider, Hammad Rizwan, Hassan Sajjad, Peizhong Ju, A. B. Siddique
2024 J jnl
Looking into Black Box Code Language Models.
CoRR
Muhammad Umair Haider, Umar Farooq, A. B. Siddique, Mark Marron
2022 B conf
Neural Network Pruning Through Constrained Reinforcement Learning.
ICPR
Shehryar Malik, Muhammad Umair Haider, Omer Iqbal, Murtaza Taj
2021 B conf
Comprehensive Online Network Pruning Via Learnable Scaling Factors.
ICIP
Muhammad Umair Haider, Murtaza Taj
2021 J jnl
Neural Network Pruning Through Constrained Reinforcement Learning.
CoRR
Shehryar Malik, Muhammad Umair Haider, Omer Iqbal, Murtaza Taj
2021 A conf
Teacher-Class Network: A Neural Network Compression Mechanism.
BMVC
Shaiq Munir Malik, Fnu Mohbat, Muhammad Umair Haider, Muhammad Musab Rasheed, Murtaza Taj
2020 J jnl
Comprehensive Online Network Pruning via Learnable Scaling Factors.
CoRR
Muhammad Umair Haider, Murtaza Taj