| 2026 | DDECS | DP-MCTS: Deep Playout-Driven MCTS for Approximate Accelerator Design. | Muhammad Awais, Hassan Ghasemzadeh Mohammadi, Sayed Morteza Jawadi, Marco Platzner |
| 2026 | DDECS | Reliability Assessment in Approximate Accelerator Synthesis. | Somayeh Sadeghi Kohan, Muhammad Awais, Qazi Arbab Ahmed, Marco Platzner, Sybille Hellebrand, Thorsten Jungeblut, Hans-Joachim Wunderlich |
| 2026 | ICPR | DAT | Huaxing Feng, Yuanbo Li, Hefeng Yin, Cong Hu, Sara Atito Ali Ahmed, Muhammad Awais |
| 2026 | ICPR | Channel-Aware Probing for Multi-channel Imaging. | Umar Marikkar, Syed Sameed Husain, Muhammad Awais, Sara Atito |
| 2026 | ICPR | Gaze-Guided Multimodal LLMs for Social Scene Understanding. | Shayan Nasiriboukani, Muhammad Awais, Sara Atito |
| 2026 | ICPR | CoZSR-VAD: Contextual Zero-Shot Reasoning for Video Anomaly Detection. | Mohd Ubaid Wani, Sara Atito, Srinivasa Rao Nandam, Josef Kittler, Muhammad Awais |
| 2026 | IOLTS | Microarchitectural Analysis of Speculative Execution Patterns in RISC-V using Machine Learning and ISA-Level Masking Wrappers. | Muhammad Awais, Maria Mushtaq, Lirida Naviner, Jawad Haj-Yahya, Florent Bruguier |
| 2026 | WoWMoM | A Learning-Based Resource Scheduling Strategy in Air-Ground Integrated Network (AGIN). | Muhammad Awais, Haris Pervaiz, Wenjuan Yu, Qiang Ni |
| 2026 | SECRYPT | Traphalt: Indirect Core Halt via Trap Handling to Halt a RISC-V Core from User Mode through Kernel-Mediated Fault Handling. | Muhammad Awais, Maria Mushtaq, Lirida Naviner, Jawad Haj-Yahya, Florent Bruguier |
| 2025 | BIBE | Human Emotion Detection Using Eeg Signals: Insights Into Feature Selection. | Yeva Yesypenko, Muhammad Awais |
| 2025 | COLING | AgriCLIP: Adapting CLIP for Agriculture and Livestock via Domain-Specialized Cross-Model Alignment. | Umair Nawaz, Muhammad Awais, Hanan Gani, Muzammal Naseer, Fahad Shahbaz Khan, Salman H. Khan, Rao Muhammad Anwer |
| 2025 | CVPR | One Model for ALL: Low-Level Task Interaction Is a Key to Task-Agnostic Image Fusion. | Chunyang Cheng, Tianyang Xu, Zhenhua Feng, Xiaojun Wu, Zhangyong Tang, Hui Li, Zeyang Zhang, Sara Atito Ali, Muhammad Awais, Josef Kittler |
| 2025 | CVPR | Short-term 3D Human Mesh Recovery with Virtual Markers Disentanglement. | Xiyuan Kang, Yi Yuan, Xu Dong, Muhammad Awais, Lilian Tang, Josef Kittler, Zhenhua Feng |
| 2025 | CVPR | Text Augmented Correlation Transformer For Few-shot Classification & Segmentation. | Srinivasa Rao Nandam, Sara Atito, Zhenhua Feng, Josef Kittler, Muhammad Awais |
| 2025 | DDECS | A Two-Stage Approximation Methodology for Efficient DNN Hardware Implementation. | Amir Hossein Hadipour, Atousa Jafari, Muhammad Awais, Marco Platzner |
| 2025 | DSN | Deep&Wide: Achieving Area Efficiency in Scalable Approximate Accelerators. | Farjana Jalil, Muhammad Awais, Qazi Arbab Ahmed, Hassan Ghasemzadeh Mohammadi, Thorsten Jungeblut, Marco Platzner |
| 2025 | ICASSP | Enhanced Weakly Supervised Few-shot Classification & Segmentation. | Srinivasa Rao Nandam, Sara Atito, Zhenhua Feng, Josef Kittler, Muhammad Awais |
| 2025 | ICLR | SSLAM: Enhancing Self-Supervised Models with Audio Mixtures for Polyphonic Soundscapes. | Tony Alex, Sara Atito, Armin Mustafa, Muhammad Awais, Philip J. B. Jackson |
| 2025 | WACV | AgroGPT : Efficient Agricultural Vision-Language Model with Expert Tuning. | Muhammad Awais, Ali Husain Salem Abdulla Alharthi, Amandeep Kumar, Hisham Cholakkal, Rao Muhammad Anwer |
| 2024 | AAAI | DTF-AT: Decoupled Time-Frequency Audio Transformer for Event Classification. | Tony Alex, Sara Ahmed, Armin Mustafa, Muhammad Awais, Philip J. B. Jackson |
| 2024 | AAAI | SCD-Net: Spatiotemporal Clues Disentanglement Network for Self-Supervised Skeleton-Based Action Recognition. | Cong Wu, Xiao-Jun Wu, Josef Kittler, Tianyang Xu, Sara Ahmed, Muhammad Awais, Zhenhua Feng |
| 2024 | BMVC | Pseudo Labelling for Enhanced Masked Auto Encoders. | Srinivasa Rao Nandam, Sara Atito, Zhenhua Feng, Josef Kittler, Muhammad Awais |
| 2024 | BMVC | Enhancing Radiology Report Generation: The Impact of Locally Grounded Vision and Language Training. | Sergio Snchez Santiesteban, Muhammad Awais, Yi-Zhe Song, Josef Kittler |
| 2024 | EASE | Towards the successful execution of DevOps outsource software development process. | Muhammad Zohaib, Fahad S. Altuwaijri, Muhammad Awais |
| 2024 | ECCV | Efficient 3D-Aware Facial Image Editing via Attribute-Specific Prompt Learning. | Amandeep Kumar, Muhammad Awais, Sanath Narayan, Hisham Cholakkal, Salman Khan, Rao Muhammad Anwer |
| 2024 | ECCV | C2C: Component-to-Composition Learning for Zero-Shot Compositional Action Recognition. | Rongchang Li, Zhenhua Feng, Tianyang Xu, Linze Li, Xiaojun Wu, Muhammad Awais, Sara Atito Ali Ahmed, Josef Kittler |
| 2024 | ECCV | DailyMAE: Towards Pretraining Masked Autoencoders in One Day. | Jiantao Wu, Shentong Mo, Sara Atito, Zhenhua Feng, Josef Kittler, Muhammad Awais |
| 2024 | FIT | Enhancing Access Control, Authorization, and Accountability in Cyber-Physical Systems Using Machine Learning. | Isaac Adom, Muhammad Awais, Mohsin Raza, Umar F. Khan, Omer Chughtai |
| 2024 | ICASSP | Max-AST: Combining Convolution, Local and Global Self-Attentions for Audio Event Classification. | Tony Alex, Sara Ahmed, Armin Mustafa, Muhammad Awais, Philip J. B. Jackson |
| 2024 | ICASSP | Improved Image Captioning Via Knowledge Graph-Augmented Models. | Sergio Snchez Santiesteban, Sara Atito, Muhammad Awais, Yi-Zhe Song, Josef Kittler |
| 2024 | ICASSP | G-SHARP: Globally Shared Kernel with Pruning for Efficient CNNs. | Eunseop Shin, Incheon Cho, Muhammad Awais, A. F. M. Shahab Uddin, Younho Jang, Sung-Ho Bae |
| 2024 | ICIP | SS-CXR: Self-Supervised Pretraining Using Chest X-Rays Towards A Domain Specific Foundation Model. | Syed Muhammad Anwar, Abhijeet Parida, Sara Atito, Muhammad Awais, Gustavo Nino, Josef Kittler, Marius George Linguraru |
| 2024 | ICIP | Investigating Self-Supervised Methods for Label-Efficient Learning. | Srinivasa Rao Nandam, Sara Atito, Zhenhua Feng, Josef Kittler, Muhammad Awais |
| 2024 | ICIP | Masked Momentum Contrastive Learning for Semantic Understanding by Observation. | Jiantao Wu, Shentong Mo, Sara Atito, Zhenhua Feng, Josef Kittler, Syed Sameed Husain, Muhammad Awais |
| 2024 | ICPR | StableTalk: Advancing Audio-to-Talking Face Generation with Stable Diffusion and Vision Transformer. | Fatemeh Nazarieh, Josef Kittler, Muhammad Awais, Diptesh Kanojia, Zhenhua Feng |
| 2024 | MICCAI | BAPLe: Backdoor Attacks on Medical Foundational Models Using Prompt Learning. | Asif Hanif, Fahad Shamshad, Muhammad Awais, Muzammal Naseer, Fahad Shahbaz Khan, Karthik Nandakumar, Salman H. Khan, Rao Muhammad Anwer |
| 2024 | RSP | Decoding Attack Behaviors by Analyzing Patterns in Instruction-Based Attacks using gem5. | Muhammad Awais, Maria Mushtaq, Lirida Naviner, Florent Bruguier, Jawad Haj-Yahya, Pascal Benoit |
| 2023 | ACML | Ada | Lei Ju, Zhenhua Feng, Muhammad Awais, Josef Kittler |
| 2023 | APSEC | A Meta-Model for Outcome-Based Education: Streamlining Evaluation Processes. | Muhammad Awais, Muhammad Waseem Anwar, Farooque Azam |
| 2023 | BMVC | Variational Autoencoders with Decremental Information Bottleneck for Disentanglement. | Jiantao Wu, Shentong Mo, Xingshen Zhang, Muhammad Awais, Sara Ahmed, Zhenhua Feng, Lin Wang, Xiang Yang |
| 2023 | ICIP | Group Masked Model Learning for General Audio Representation. | Sara Atito, Muhammad Awais, Tony Alex, Josef Kittler |
| 2023 | ICIP | GMML is All You Need. | Sara Atito, Muhammad Awais, Srinivasa Rao Nandam, Josef Kittler |
| 2023 | ICIP | LT-ViT: A Vision Transformer for Multi-Label Chest X-Ray Classification. | Umar Marikkar, Sara Atito, Muhammad Awais, Adam Mahdi |
| 2022 | AAAI | AXM-Net: Implicit Cross-Modal Feature Alignment for Person Re-identification. | Ammarah Farooq, Muhammad Awais, Josef Kittler, Syed Safwan Khalid |
| 2022 | MICCAI | SB-SSL: Slice-Based Self-supervised Transformers for Knee Abnormality Classification from MRI. | Sara Atito, Syed Muhammad Anwar, Muhammad Awais, Josef Kittler |
| 2022 | WoWMoM | Enhancing URLLC in Integrated Aerial Terrestrial Networks: Design Insights and Performance Trade-offs. | Muhammad Awais, Haris Pervaiz, Muhammad Ali Jamshed, Wenjuan Yu, Qiang Ni |
| 2021 | ICCV | Adversarial Robustness for Unsupervised Domain Adaptation. | Muhammad Awais, Fengwei Zhou, Hang Xu, Lanqing Hong, Ping Luo, Sung-Ho Bae, Zhenguo Li |
| 2021 | ICIP | Particle Swarm And Pattern Search Optimisation Of An Ensemble Of Face Anomaly Detectors. | Soroush Fatemifar, Muhammad Awais, Ali Akbari, Josef Kittler |
| 2021 | ICML | How Does Loss Function Affect Generalization Performance of Deep Learning? Application to Human Age Estimation. | Ali Akbari, Muhammad Awais, Manijeh Bashar, Josef Kittler |
| 2020 | ICIP | A Stacking Ensemble for Anomaly Based Client-Specific Face Spoofing Detection. | Soroush Fatemifar, Muhammad Awais, Ali Akbari, Josef Kittler |
| 2020 | ICPR | A Flatter Loss for Bias Mitigation in Cross-dataset Facial Age Estimation. | Ali Akbari, Muhammad Awais, Zhenhua Feng, Ammarah Farooq, Josef Kittler |
| 2020 | IECON | Design of a High-Voltage-Insulation and High-Efficiency Medium Frequency Transformer. | Shilong Zhu, Shuai Shao, Muhammad Awais, Junming Zhang |
| 2020 | MICCAI | Using Functional Magnetic Resonance Imaging and Personal Characteristics Features for Detection of Neurological Conditions. | Batool Rathore, Muhammad Awais, Muhammad Usama Usman, Imran Shafi, Waqas Ahmed |
| 2019 | GLOBECOM | Cloud Based Secure Service Providing for IoTs Using Blockchain. | Mubariz Rehman, Nadeem Javaid, Muhammad Awais, Muhammad Imran, Nidal Naseer |
| 2019 | GLOBECOM | A Blockchain Model for Fair Data Sharing in Deregulated Smart Grids. | Omaji Samuel, Nadeem Javaid, Muhammad Awais, Zeeshan Ahmed, Muhammad Imran, Mohsen Guizani |
| 2019 | ICASSP | Spoofing Attack Detection by Anomaly Detection. | Soroush Fatemifar, Shervin Rahimzadeh Arashloo, Muhammad Awais, Josef Kittler |
| 2019 | ICASSP | Divergence Based Weighting for Information Channels in Deep Convolutional Neural Networks for Bird Audio Detection. | Cemre Zor, Muhammad Awais, Josef Kittler, Miroslaw Bober, Sameed Husain, Qiuqiang Kong, Christian Kroos |
| 2019 | IWCMC | Exploiting Energy Efficient Routing protocols for Void Hole Alleviation in IoT enabled Underwater WSN. | Muhammad Awais, Nadeem Javaid, Nidal Naseer, Muhammad Imran |
| 2018 | AINA | Meta Heuristic and Nature Inspired Hybrid Approach for Home Energy Management Using Flower Pollination Algorithm and Bacterial Foraging Optimization Technique. | Muhammad Awais, Nadeem Javaid, Abdul Mateen, Nasir Khan, Ali Mohiuddin, Malik Hassan Abdul Rehman |
| 2018 | AINA | Bio-Inspired Optimization Techniques for Home Energy Management in Smart Grid. | Abdul Mateen, Nadeem Javaid, Muhammad Awais, Nasir Khan, Urva Latif, Ihtisham Ullah |
| 2018 | AINA | Demand Side Management Using Hybrid Genetic Algorithm and Pigeon Inspired Optimization Techniques. | Malik Hassan Abdul Rehman, Nadeem Javaid, Muhammad Nadeem Iqbal, Zaheer Abbas, Muhammad Awais, Ahmed Jaffar Khan, Umar Qasim |
| 2018 | AINA | Home Energy Management in Smart Grid Using Evolutionary Algorithms. | Abdul Saboor, Nadeem Javaid, Zafar Iqbal, Zaheer Abbas, Ahmad Jaffar Khan, Saad Rashid, Muhammad Awais |
| 2018 | CVPR | Wing Loss for Robust Facial Landmark Localisation With Convolutional Neural Networks. | Zhenhua Feng, Josef Kittler, Muhammad Awais, Patrik Huber, Xiao-Jun Wu |
| 2018 | FIT | Robust Sliding Mode Speed Control of Vehicle Engine System. | Muhammad Jamshed Abbas, Haris Sheh Zad, Muhammad Awais, Waqar Ali |
| 2017 | AINA | A Novel Pricing Mechanism for Demand Side Load Management in Smart Grid. | Muhammad Babar Rasheed, Nadeem Javaid, Muhammad Awais, Mariam Akbar, Zahoor Ali Khan |
| 2017 | CVPR | Face Detection, Bounding Box Aggregation and Pose Estimation for Robust Facial Landmark Localisation in the Wild. | Zhenhua Feng, Josef Kittler, Muhammad Awais, Patrik Huber, Xiaojun Wu |
| 2017 | FIT | EEG Brain Connectivity Analysis to Detect Driver Drowsiness Using Coherence. | Muhammad Awais, Nasreen Badruddin, Micheal Drieberg |
| 2017 | ICTD | Introducing Data mining for Predicting trends in School Education of Pakistan: Preliminary results and Future Directions. | Muhammad Asim, Fahad Shamshad, Muhammad Awais, Ali Ahmed |
| 2017 | IECON | Scalable hydrokinetics power generation network for rural electrification. | Muhammad Anees, Muhammad Awais, Nofil Bin Tariq, Nauman Ahmad Zaffar |
| 2017 | IECON | Solar assisted, enhanced efficiency, induction motor EV drive with soft phase conversion. | Muhammad Awais, Muhammad Anees, Nauman Ahmad Zaffar |
| 2015 | ANT | Overload Management in Transmission System Using Particle Swarm Optimization. | Muhammad Awais, Abdul Basit, Rana Adnan, Zahoor Ali Khan, Umar Qasim, Tamoor Shafique, Nadeem Javaid |
| 2015 | CISIS | Real-Time Pricing with Demand Response Model for Autonomous Homes. | Muhammad Awais, Nadeem Javaid, Nusrat Shaheen, Rana Adnan, Naveed A. Khan, Zahoor Ali Khan, Umar Qasim |
| 2014 | ICPADS | Performance evaluation of OpenDaylight SDN controller. | Zuhran Khan Khattak, Muhammad Awais, Adnan Iqbal |
| 2013 | FIT | Human-Robot Interaction in an Unknown Human Intention Scenario. | Muhammad Awais, Dominik Henrich |
| 2012 | IROS | Proactive premature intention estimation for intuitive human-robot collaboration. | Muhammad Awais, Dominik Henrich |
| 2011 | ACC | Scalable, High Throughput LDPC Decoder for WiMAX (802.16e) Applications. | Muhammad Awais, Ashwani Singh, Guido Masera |
| 2011 | BMVC | Augmented Kernel Matrix vs Classifier Fusion for Object Recognition. | Muhammad Awais, Fei Yan, Krystian Mikolajczyk, Josef Kittler |
| 2011 | DSD | A Novel Architecture for Scalable, High Throughput, Multi-standard LDPC Decoder. | Muhammad Awais, Ashwani Singh, Emmanuel Boutillon, Guido Masera |
| 2010 | ICPR | Feature Pairs Connected by Lines for Object Recognition. | Muhammad Awais, Krystian Mikolajczyk |
| 2010 | ICPR | The University of Surrey Visual Concept Detection System at ImageCLEF@ICPR: Working Notes. | Muhammad Atif Tahir, Fei Yan, Mark Barnard, Muhammad Awais, Krystian Mikolajczyk, Josef Kittler |
| 2010 | ICPR | The University of Surrey Visual Concept Detection System at ImageCLEF@ICPR: Working Notes. | Muhammad Atif Tahir, Fei Yan, Mark Barnard, Muhammad Awais, Krystian Mikolajczyk, Josef Kittler |