Ali Zia

52 papers A 3B 1C 2Misc 12Journal 29Unranked 5
YearRankTypeTitle / Venue / Authors
2026 J jnl
Advances in machine learning for wetland classification: a comprehensive survey of methods and applications.
Artif. Intell. Rev.
Derrick Effah, Ali Zia, Mohammad Awrangjeb, Yongsheng Gao, Kwabena Sarpong
2026 J jnl
Component-Aware Sketch-to-Image Generation Using Self-Attention Encoding and Coordinate-Preserving Fusion.
CoRR
Ali Zia, Muhammad Umer Ramzan, Usman Ali, Muhammad Faheem, Abdelwahed Khamis, Shahnawaz Qureshi
2026 J jnl
Geometry-Aware Semantic Reasoning for Training Free Video Anomaly Detection.
CoRR
Ali Zia, Usman Ali, Muhammad Umer Ramzan, Hamza Abid, Abdul Rehman, Wei Xiang
2026 J jnl
Multi-scale target-aware representation learning for fundus image enhancement.
Neural Networks
Haofan Wu, Yin Huang, Yuqing Wu, Qiuyu Yang, Bingfang Wang, Li Zhang, Muhammad Fahadullah Khan, Ali Zia, M. Saleh Memon, Syed Sohail Bukhari, Abdul Fattah Memon, Daizong Ji, Ya Zhang, Ghulam Mustafa, Yin Fang
2026 J jnl
Representation Geometry as a Diagnostic for Out-of-Distribution Robustness.
CoRR
Ali Zia, Farid Hazratian
2026 J jnl
Test-Time Adaptation for Anomaly Segmentation via Topology-Aware Optimal Transport Chaining.
CoRR
Ali Zia, Usman Ali, Muhammad Umer Ramzan, Abdul Rehman, Abdelwahed Khamis, Wei Xiang
2026 J jnl
WS-Net: Weak-Signal Representation Learning and Gated Abundance Reconstruction for Hyperspectral Unmixing via State-Space and Weak Signal Attention Fusion.
CoRR
Zekun Long, Ali Zia, Guanyiman Fu, Vivien Rolland, Jun Zhou
2025 Misc conf
2D-3D Feature Fusion via Cross-Modal Latent Synthesis and Attention-Guided Restoration for Industrial Anomaly Detection.
DICTA
Usman Ali, Ali Zia, Abdul Rehman, Muhammad Umer Ramzan, Zohaib Hassan, Talha Sattar, Jing Wang, Wei Xiang
2025 J jnl
2D_3D Feature Fusion via Cross-Modal Latent Synthesis and Attention Guided Restoration for Industrial Anomaly Detection.
CoRR
Usman Ali, Ali Zia, Abdul Rehman, Muhammad Umer Ramzan, Zohaib Hassan, Talha Sattar, Jing Wang, Wei Xiang
2025 J jnl
A Review on Coarse to Fine-Grained Animal Action Recognition.
CoRR
Ali Zia, Renuka Sharma, Abdelwahed Khamis, Xuesong Li, Muhammad Husnain, Numan Shafi, Saeed Anwar, Sabine Schmoelzl, Eric A. Stone, Lars Petersson, Vivien Rolland
2025 A conf
BioNet and NeFF: Crop Biomass Prediction from Point Clouds to Drone Imagery.
WACV
Xuesong Li, Zeeshan Hayder, Ali Zia, Connor Cassidy, Shiming Liu, Warwick Stiller, Eric A. Stone, Warren Conaty, Lars Petersson, Vivien Rolland
2025 J jnl
Deadline-aware workload scheduling for edge-enhanced iot devices: A blockchain-enabled approach to incentive-based computing.
Peer Peer Netw. Appl.
Muhammad Tayyab Chaudhry, Abdullah Yousafzai, Ali Zia, Shahbaz Akhtar Abid, Farooq Ahmad
2025 J jnl
Determining Mosaic Resilience in Sugarcane Plants using Hyperspectral Images.
CoRR
Ali Zia, Jun Zhou, Muyiwa Olayemi
2025 — conf
Hierarchical Spatial Mamba Framework for Point Cloud Classification.
ACPR (1)
Yajie Sun, Ali Zia, Zekun Long, Zhangchi Qiu, Wei Xiang, Jun Zhou
2025 J jnl
Hypergraph Contrastive Sensor Fusion for Multimodal Fault Diagnosis in Induction Motors.
CoRR
Usman Ali, Ali Zia, Waqas Ali, Muhammad Umer Ramzan, Abdul Rehman, Muhammad Tayyab Chaudhry, Wei Xiang
2025 J jnl
Multi-Scale Target-Aware Representation Learning for Fundus Image Enhancement.
CoRR
Haofan Wu, Yin Huang, Yuqing Wu, Qiuyu Yang, Bingfang Wang, Li Zhang, Muhammad Fahadullah Khan, Ali Zia, M. Saleh Memon, Syed Sohail Bukhari, Abdul Fattah Memon, Daizong Ji, Ya Zhang, Ghulam Mustafa, Yin Fang
2025 J jnl
Predicting user behavior on video streaming by using watch-time duration analysis.
Knowl. Based Syst.
Zunaira Anwer, Shahnawaz Qureshi, Syed Muhammad Zeeshan Iqbal, Ali Zia, Sajid Anwer
2025 A conf
SSTD: Stripe-Like Space Target Detection Using Single-Point Weak Supervision.
ICME
Zijian Zhu, Ali Zia, Xuesong Li, Bingbing Dan, Yuebo Ma, Enhai Liu, Rujin Zhao
2025 Misc conf
Split-Fuse-Transport: Annotation-Free Saliency via Dual Clustering and Optimal Transport Alignment.
DICTA
Muhammad Umer Ramzan, Ali Zia, Abdelwahed Khamis, Noman Ali, Usman Ali, Wei Xiang
2025 J jnl
Split-Fuse-Transport: Annotation-Free Saliency via Dual Clustering and Optimal Transport Alignment.
CoRR
Muhammad Umer Ramzan, Ali Zia, Abdelwahed Khamis, Noman Ali, Usman Ali, Wei Xiang
2025 Misc conf
Weakly Supervised Pixel-Wise Classification of Hyperspectral Images with Noise-Adaptive Hybrid Attention and Triple Contrastive Learning.
DICTA
Derrick Effah, Ali Zia, Mohammad Awrangjeb, Yongsheng Gao, Sarpong Kwabena
2024 Misc conf
A Comparative Analysis of IoT Device Fingerprinting Methods.
ITNAC
Mariam Munsif Mir, Wee Lum Tan, Mohammad Awrangjeb, Ali Zia
2024 Misc conf
A New Hyperspectral Unmixing Benchmark for Weak Signal Meat Contamination Detection.
DICTA
Zekun Long, Ali Zia, Jordi Nelis, Vivien Rolland, Jun Zhou
2024 — conf
An Improved IoT Device Fingerprinting via Enhanced Feature Selection.
ICSPCS
Mariam Munsif Mir, Mohammad Awrangjeb, Wee Lum Tan, Ali Zia
2024 J jnl
Collaborative Static-Dynamic Teaching: A Semi-Supervised Framework for Stripe-Like Space Target Detection.
CoRR
Zijian Zhu, Ali Zia, Xuesong Li, Bingbing Dan, Yuebo Ma, Hongfeng Long, Kaili Lu, Enhai Liu, Rujin Zhao
2024 Misc conf
Locally-Focused Face Representation for Sketch-to-Image Generation Using Noise-Induced Refinement.
DICTA
Muhammad Umer Ramzan, Ali Zia, Abdelwahed Khamis, Ayman Elgharabawy, Ahmad Liaqat, Usman Ali
2024 J jnl
Locally-Focused Face Representation for Sketch-to-Image Generation Using Noise-Induced Refinement.
CoRR
Muhammad Umer Ramzan, Ali Zia, Abdelwahed Khamis, Ayman Elgharabawy, Ahmad Liaqat, Usman Ali
2024 Misc conf
MMCBE: Multi-Modality Dataset for Crop Biomass Estimation and Beyond.
DICTA
Xuesong Li, Zeeshan Hayder, Ali Zia, Connor Cassidy, Shiming Liu, Warwick Stiller, Eric A. Stone, Warren Conaty, Lars Petersson, Vivien Rolland
2024 J jnl
MMCBE: Multi-modality Dataset for Crop Biomass Estimation and Beyond.
CoRR
Xuesong Li, Zeeshan Hayder, Ali Zia, Connor Cassidy, Shiming Liu, Warwick Stiller, Eric A. Stone, Warren Conaty, Lars Petersson, Vivien Rolland
2024 J jnl
NeFF-BioNet: Crop Biomass Prediction from Point Cloud to Drone Imagery.
CoRR
Xuesong Li, Zeeshan Hayder, Ali Zia, Connor Cassidy, Shiming Liu, Warwick Stiller, Eric A. Stone, Warren Conaty, Lars Petersson, Vivien Rolland
2024 J jnl
SSTD: Stripe-Like Space Target Detection using Single-Point Supervision.
CoRR
Zijian Zhu, Ali Zia, Xuesong Li, Bingbing Dan, Yuebo Ma, Enhai Liu, Rujin Zhao
2024 J jnl
TopoX: A Suite of Python Packages for Machine Learning on Topological Domains.
CoRR
Mustafa Hajij, Mathilde Papillon, Florian Frantzen, Jens Agerberg, Ibrahem AlJabea, Rubén Ballester, Claudio Battiloro, Guillermo Bernárdez, Tolga Birdal, Aiden Brent, Peter Chin, Sergio Escalera, Simone Fiorellino, Odin Hoff Gardaa, Gurusankar Gopalakrishnan, Devendra Govil, Josef Hoppe, Maneel Reddy Karri, Jude Khouja, Manuel Lecha, Neal Livesay, Jan Meißner, Soham Mukherjee, Alexander Nikitin, Theodore Papamarkou, Jaro Prílepok, Karthikeyan Natesan Ramamurthy, Paul Rosen, Aldo Guzmán-Sáenz, Alessandro Salatiello, Shreyas N. Samaga, Simone Scardapane, Michael T. Schaub, Luca Scofano, Indro Spinelli, Lev Telyatnikov, Quang Truong, Robin Walters, Maosheng Yang, Olga Zaghen, Ghada Zamzmi, Ali Zia, Nina Miolane
2024 J jnl
TopoX: A Suite of Python Packages for Machine Learning on Topological Domains.
J. Mach. Learn. Res.
Mustafa Hajij, Mathilde Papillon, Florian Frantzen, Jens Agerberg, Ibrahem AlJabea, Rubén Ballester, Claudio Battiloro, Guillermo Bernárdez, Tolga Birdal, Aiden Brent, Peter Chin, Sergio Escalera, Simone Fiorellino, Odin Hoff Gardaa, Gurusankar Gopalakrishnan, Devendra Govil, Josef Hoppe, Maneel Reddy Karri, Jude Khouja, Manuel Lecha, Neal Livesay, Jan Meißner, Soham Mukherjee, Alexander Nikitin, Theodore Papamarkou, Jaro Prílepok, Karthikeyan Natesan Ramamurthy, Paul Rosen, Aldo Guzmán-Sáenz, Alessandro Salatiello, Shreyas N. Samaga, Simone Scardapane, Michael T. Schaub, Luca Scofano, Indro Spinelli, Lev Telyatnikov, Quang Truong, Robin Walters, Maosheng Yang, Olga Zaghen, Ghada Zamzmi, Ali Zia, Nina Miolane
2024 J jnl
Topological deep learning: a review of an emerging paradigm.
Artif. Intell. Rev.
Ali Zia, Abdelwahed Khamis, James Nichols, Usman Bashir Tayab, Zeeshan Hayder, Vivien Rolland, Eric A. Stone, Lars Petersson
2023 J jnl
CVB: A Video Dataset of Cattle Visual Behaviors.
CoRR
Ali Zia, Renuka Sharma, Reza Arablouei, Greg Bishop-Hurley, Jody McNally, Neil Bagnall, Vivien Rolland, Brano Kusy, Lars Petersson, Aaron Ingham
2023 Misc conf
Contrastive-Aware ViT for Weakly Supervised Semantic Segmentation.
DICTA
Pranav Pativada, Zeeshan Hayder, Ali Zia, Nick Barnes
2023 J jnl
High Spectral Spatial Resolution Synthetic HyperSpectral Dataset form multi-source fusion.
CoRR
Yajie Sun, Ali Zia, Jun Zhou
2023 — conf
How Do Native and Non-native Listeners Differ? Investigation with Dominant Frequency Bands in Auditory Evoked Potential.
ICONIP (9)
Yifan Zhou, Md. Rakibul Hasan, Md. Mahbub Hasan, Ali Zia, Md. Zakir Hossain
2023 — conf
ICML 2023 Topological Deep Learning Challenge: Design and Results.
TAG-ML
Mathilde Papillon, Mustafa Hajij, Audun Myers, Florian Frantzen, Ghada Zamzmi, Helen Jenne, Johan Mathe, Josef Hoppe, Michael T. Schaub, Theodore Papamarkou, Aldo Guzmán-Sáenz, Bastian Rieck, Neal Livesay, Tamal K. Dey, Abraham Rabinowitz, Aiden Brent, Alessandro Salatiello, Alexander Nikitin, Ali Zia, Claudio Battiloro, Dmitrii Gavrilev, Georg Bökman, German Magai, Gleb Bazhenov, Guillermo Bernárdez, Indro Spinelli, Jens Agerberg, Kalyan Varma Nadimpalli, Lev Telyatnikov, Luca Scofano, Lucia Testa, Manuel Lecha, Maosheng Yang, Mohammed Hassanin, Odin Hoff Gardaa, Olga Zaghen, Paul Häusner, Paul Snopoff, Pavlo Melnyk, Rubén Ballester, Sadrodin Barikbin, Sergio Escalera, Simone Fiorellino, Henry Kvinge, Jan Meissner, Karthikeyan Natesan Ramamurthy, Michael Scholkemper, Paul Rosen, Robin Walters, Shreyas N. Samaga, Soham Mukherjee, Sophia Sanborn, Tegan Emerson, Timothy Doster, Tolga Birdal, Vincent P. Grande, Abdelwahed Khamis, Simone Scardapane, Suraj Singh, Tatiana Malygina, Yixiao Yue, Nina Miolane
2023 B conf
Multiscale Representations Learning Transformer Framework for Point Cloud Classification.
ICIP
Yajie Sun, Ali Zia, Jun Zhou
2023 J jnl
Spectral 3D Computer Vision - A Review.
CoRR
Yajie Sun, Ali Zia, Vivien Rolland, Charissa Yu, Jun Zhou
2023 J jnl
Topological Deep Learning: A Review of an Emerging Paradigm.
CoRR
Ali Zia, Abdelwahed Khamis, James Nichols, Zeeshan Hayder, Vivien Rolland, Lars Petersson
2021 Misc conf
Early Detection of Sugarcane Smut Disease in Hyperspectral Images.
IVCNZ
Dong Bao, Jun Zhou, Shamsul Arafin Bhuiyan, Ali Zia, Rebecca Ford, Yongsheng Gao
2021 J jnl
Exploring Chromatic Aberration and Defocus Blur for Relative Depth Estimation From Monocular Hyperspectral Image.
IEEE Trans. Image Process.
Ali Zia, Jun Zhou, Yongsheng Gao
2018 J jnl
Spectral-Spatial Scale Invariant Feature Transform for Hyperspectral Images.
IEEE Trans. Image Process.
Suhad Lateef Al-Khafaji, Jun Zhou, Ali Zia, Alan Wee-Chung Liew
2017 Misc conf
Material Based Boundary Detection in Hyperspectral Images.
DICTA
Suhad Lateef Al-Khafaji, Ali Zia, Jun Zhou, Alan Wee-Chung Liew
2015 A conf
3D Reconstruction from Hyperspectral Images.
WACV
Ali Zia, Jie Liang, Jun Zhou, Yongsheng Gao
2015 Misc conf
Relative Depth Estimation from Hyperspectral Data.
DICTA
Ali Zia, Jun Zhou, Yongsheng Gao
2013 — conf
3D Plant Modelling via Hyperspectral Imaging.
ICCV Workshops
Jie Liang, Ali Zia, Jun Zhou, Xavier Sirault
2010 C conf
Bézier curve based dynamic obstacle avoidance and trajectory learning for autonomous mobile robots.
ISDA
Tayyab Chaudhry, Tauseef Gulrez, Ali Zia, Shyba Zaheer
2010 C conf
Heterogeneous sensor fusion framework for autonomous mobile robot obstacle avoidance.
ISDA
Ali Zia, Tauseef Gulrez, Tayyab Chaudhry
2008 Misc conf
Content-Based Image Retrieval via Subspace-Projected Salient Features.
DICTA
Jyun-Hao Huang, Ali Zia, Jun Zhou, Antonio Robles-Kelly