MS
Muhammad Shafique
cs.LGquant-phcs.AIcs.CRcs.ARcs.NEcs.CVcs.ROcs.DCstat.ML
On Valency
published · living versionsW_qa86dkdm·v1 · currentpublished
FT-ClipAct: Resilience Analysis of Deep Neural Networks and Improving their Fault Tolerance using Clipped Activation
with Le-Ha Hoang, Muhammad Abdullah Hanif
1 version
W_rrgufdc3·v1published
W_vfmet2rr·v1published
W_gg627hxz·v1published
W_z9byc4be·v1published
W_j4qkveet·v1published
Preprints & journals
284 papers in the corpus · 2018–2026From Association to Decision Value: Testing Paired Instruction Dependence for VLA Corpus Selection2610.29646v1 · Nurmukhambet Serikbayev, Abdul Basit, Muhammad Shafique2026 · 0 citationsarXivon Valency
Q-MALDetect: Quantum Image-Based Malware Detection and Adversarial Robustness Analysis2610.26240v1 · Walid El Maouaki, Mohammad Izen, Nouhaila Innan et al.2026 · 0 citationsarXivon Valency
ConQUESTA: Topology-Aware Post-Training Structural Pruning of Quantum Neural Networks2610.23415v1 · Saim Rehman, Muhammad Shafique2026 · 0 citationsarXiv
QIAP: A Quantum-Inspired Authentication Protocol with BB84-Based Channel Monitoring2610.16124v1 · Owais Ishtiaq Siddiqui, Nouhaila Innan, Hira Zaheer et al.2026 · 0 citationsarXiv
QBFF: Deep Quantum Bottleneck for Automatic Speaker Verification Anti-Spoofing2610.16390v1 · Anton Firc, Nouhaila Innan, Vojtech Stanek et al.2026 · 0 citationsarXiv
QTestBench: A Test Framework for Evaluating LLM-Generated Quantum Code2610.13811v1 · Meriem Terki, Nouhaila Innan, Minghao Shao et al.2026 · 0 citationsarXiv
Q-PhotoMarket: A Design Space Exploration Framework for Photonic Hybrid Quantum Neural Networks in Financial Market Prediction2610.09641v1 · Alberto Marchisio, Hanzalah Mohamed Siraj, Muhammad Kashif et al.2026 · 0 citationsarXiv
MS-Exam-Gen: An Automatic Benchmark Construction Toolkit for Evaluating LLMs on Multiple Sclerosis-MRI Imaging Knowledge2610.06170v2 · Abdul Basit, Muhammad Abdullah Hanif, Muhammad Shafique2026 · 0 citationsarXiv
Where Does the Audio Jailbreak Live? A Controlled Frequency-Depth Audit of AdvWave-P on Qwen2-Audio2610.07005v1 · Boyuan Chen, Minseok Kim, Sohaila Abdulsattar et al.2026 · 0 citationsarXiv
Which Image Property Carries the Jailbreak? A Controlled Dissection of Image-to-Text Jailbreaks2610.07009v1 · Boyuan Chen, Yehia Dawoud, Hailemariam Mersha et al.2026 · 0 citationsarXiv
MorphAtt: A Neuromorphic Accelerator for Efficient Multi-Head Attention Processing in Spiking Vision Transformers2609.33207v1 · Rachmad Vidya Wicaksana Putra, Amirhesam Jafari Rad, Muhammad Shafique2026 · 0 citationsarXiv
MTLiquid: Enabling Efficient Multi-Task Learning using Liquid Neural Networks for Lightweight Healthcare Monitoring Systems2609.33232v1 · Rachmad Vidya Wicaksana Putra, Fahad Abdul Rauf, Muhammad Shafique2026 · 0 citationsarXiv
EEG-Fusion: Failure-Informed Source-Free Expert Routing for Robust Motor Imagery EEG Decoding2609.33962v1 · Abdul Basit, Saim Rehman, Muhammad Shafique2026 · 0 citationsarXiv
ThinkNet: Evolutionary Deep Ensembles for Efficient Motor-Imagery EEG Classification2609.33967v2 · Abdul Basit, Saim Rehman, Muhammad Shafique2026 · 0 citationsarXiv
HyperTrace: Hypothesis-Based Preference Tracing for Online LLM Personalization2609.09835v1 · Jianzhi Shen, Keyu Mao, Minghao Shao et al.2026 · 0 citationsarXiv
How Do LLM Agents Actually Get the Flag? Trace-Level Provenance for Agentic Offensive Security Evaluation2608.26237v1 · Kimberly Milner, Minghao Shao, Nanda Rani et al.2026 · 0 citationsarXiv
BRUCE: Benchmarking Robustness Under Corruption Escalation for Scientific Vision-Language Reasoning2608.07742v2 · Saim Rehman, Muhammad Shafique2026 · 0 citationsarXiv
FinHardBench: Can LLMs Generate Latency-Aware Hardware for Financial Computing?2608.00909v1 · Weimin Fu, Hejia Zhang, Minghao Shao et al.2026 · 0 citationsarXiv
QSTAR: Quantum Selective Transfer with Adaptive Routing2607.21411v1 · Saim Rehman, Nouhaila Innan, Muhammad Shafique2026 · 0 citationsarXiv
QuantumChain: Blockchain-Backed Quantum Federated Learning for Financial Fraud Detection2607.21449v1 · Epameinondas Douros, Konstantinos Dalampekis, Nouhaila Innan et al.2026 · 0 citationsarXiv
PN-QNN: Harnessing Physical Noise as a Native Regularizer in Photonic Hybrid Quantum Neural Networks2607.20045v1 · Farah Elnakhal, Alberto Marchisio, Nouhaila Innan et al.2026 · 0 citationsarXiv
VQCSim: When Does Compile-Once Statevector Simulation Beat Generic Quantum Frameworks?2607.11985v2 · Anton Firc, Martin Peres'ini, Vojtech Mr'azek et al.2026 · 0 citationsarXiv
MDQEC-QAS: Meta-Decoding for Quantum Error Correction with Hardware-Aware VQC Search and Confidence-Gated Recovery2607.10707v1 · Prashant Kumar Choudhary, Nouhaila Innan, Muhammad Shafique et al.2026 · 0 citationsarXiv
AQ4SViT: An Automated Quantization Framework with Search Gating Policy for Compressing Spiking Vision Transformers2606.15523v1 · Rachmad Vidya Wicaksana Putra, Saad Iftikhar, Muhammad Shafique2026 · 0 citationsarXiv
Quantum Reservoir Computing for Short-Term Power Load Forecasting in Resource-Constrained Energy Systems2606.12806v1 · Mansi Od, Param Pathak, Nouhaila Innan et al.2026 · 0 citationsarXiv
VHDLSuite: Unified Pipeline for LLM VHDL Generation with Data Synthesis and Evaluation2606.13735v1 · Yijun Shen, Minghao Shao, Yichen Zhao et al.2026 · 0 citationsarXiv
QuBLAST: A Framework for Quantizing Large Language Models with Block-Level Compression Approach and Activation Scaling Strategy2606.04620v1 · Pasindu Wickramasinghe, Achyuta Muthuvelan, Rachmad Vidya Wicaksana Putra et al.2026 · 0 citationsarXiv
QPredSGG: Hybrid Quantum Predicate Learning for Long-Tailed Scene Graph Generation2606.04689v2 · Prerana Ramkumar, Nouhaila Innan, Muhammad Shafique2026 · 0 citationsarXiv
DxPTA: An Architecture Design Space Exploration with Optical Dataflow-guided Strategy for HW/SW Co-Design of Photonic Transformer Accelerators2606.06515v1 · Rachmad Vidya Wicaksana Putra, Solomon Micheal Serunjogi, Mahmoud Rasras et al.2026 · 0 citationsarXiv
EFaaS: A Quantum-Classical Serverless Entangled Scheduler for Hybrid Variational Algorithms2605.27540v2 · Abolfazl Younesi, Nouhaila Innan, Alberto Marchisio et al.2026 · 0 citationsarXiv
Meta-Quantum Ensemble Framework for Robust Network Intrusion Detection2605.28879v1 · Ritvik Bhatnagar, Nouhaila Innan, Angel Arul Jothi J. et al.2026 · 0 citationsarXiv
Beyond Logical Circuits: Hardware-Aware Analysis of Expressibility and Trainability in Variational Quantum Algorithms2605.25552v1 · Muhammad Kashif, Muhammad Shafique2026 · 0 citationsarXiv
PennySynth: RAG-Driven Data Synthesis for Automated Quantum Code Generation2605.25572v2 · Minghao Shao, Nouhaila Innan, Hariharan Janardhanan et al.2026 · 0 citationsarXiv
Q-LEAK: Quantum-Based LEAKage Verification for Side-Channel Countermeasures2605.25728v2 · Walid El Maouaki, Alberto Marchisio, Muhammad Shafique2026 · 0 citationsarXiv
QGCL: Quantum-Guided Clause Learning for Cryptanalytic SAT2605.25756v1 · Walid El Maouaki, Alberto Marchisio, Muhammad Shafique2026 · 0 citationsarXiv
Rethinking Expressibility-Trainability Trade-off in Hybrid Quantum Neural Networks2605.25768v1 · Muhammad Kashif, Muhammad Shafique2026 · 0 citationsarXiv
Q-RAIL: A Reliability-Aware Framework for Quantum Federated Learning on Heterogeneous Noisy Hardware2605.25783v2 · Walid El Maouaki, Muhammad Shafique2026 · 0 citationsarXiv
Enhancing Blood Cells Classification using Hybrid Quantum Neural Networks2605.23324v3 · Guilherme Cruz, Nouhaila Innan, Alberto Marchisio et al.2026 · 0 citationsarXiv
A2QTGN: Adaptive Amplitude Quantum-Integrated Temporal Graph Network for Dynamic Link Prediction2605.21916v2 · Nouhaila Innan, M. Murali Karthick, Simeon Kandan Sonar et al.2026 · 0 citationsarXiv
Q-PhotoNAS: Hybrid Quantum Neural Architecture Search Framework on Photonic Devices2605.22097v2 · Farah Elnakhal, Alberto Marchisio, Nouhaila Innan et al.2026 · 0 citationsarXiv
Q-SpiRL: Quantum Spiking Reinforcement Learning for Adaptive Robot Navigation2605.20801v2 · Mohamed Khair Altrabulsi, Nouhaila Innan, Alberto Marchisio et al.2026 · 0 citationsarXiv
Q-SYNTH: Hybrid Quantum-Classical Adversarial Augmentation for Imbalanced Fraud Detection2605.21164v1 · Adam Innan, Mansour El Alami, Nouhaila Innan et al.2026 · 0 citationsarXiv
Towards Fair Benchmarking of Quantum Transfer Learning for Visual Classification2605.19417v2 · Nouhaila Innan, Saim Rehman, Muhammad Shafique2026 · 0 citationsarXiv
QLIF-CAST: Quantum Leaky-Integrate-and-Fire for Time-Series Weather Forecasting2605.18333v3 · Alberto Marchisio, Aayan Ebrahim, Nouhaila Innan et al.2026 · 0 citationsarXiv
Hybrid Quantum-Classical Neural Architecture Search2605.18345v1 · Alberto Marchisio, Muhammad Kashif, Nouhaila Innan et al.2026 · 0 citationsarXiv
HQTN-SER: Speech Emotion Recognition with Hybrid Quantum Tensor Networks2605.14523v2 · Mahad Mohtashim, Nouhaila Innan, Muhammad Shafique2026 · 0 citationsarXiv
Focus Session: Hardware and Software Techniques for Accelerating Multimodal Foundation Models2604.21952v1 · Muhammad Shafique, Abdul Basit, Muhammad Abdullah Hanif et al.2026 · 0 citationsarXiv
RAVEN: Retrieval-Augmented Vulnerability Exploration Network for Memory Corruption Analysis in User Code and Binary Programs2604.17948v2 · Parteek Jamwal, Minghao Shao, Boyuan Chen et al.2026 · 0 citationsarXiv
Robustness Evaluation of Hybrid Quantum Neural Networks under Noise Models via System-Level Error Mitigation2604.17515v3 · Jesse Roberta Mingue Njiki, Nouhaila Innan, Alberto Marchisio et al.2026 · 0 citationsarXiv
HarmChip: Evaluating Hardware Security Centric LLM Safety via Jailbreak Benchmarking2604.17093v1 · Zeng Wang, Minghao Shao, Weimin Fu et al.2026 · 1 citationarXiv
Career total: at least 806 works. 284 are in this corpus.Showing the 50 most recent.
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