| 2025 | ICAART | Data-Driven Fairness Generalization for Deepfake Detection. | Uzoamaka Ezeakunne, Chrisantus Eze, Xiuwen Liu |
| 2025 | IJCNN | Adversarial Attack on Large Language Models using Exponentiated Gradient Descent. | Sajib Biswas, Mao Nishino, Samuel Jacob Chacko, Xiuwen Liu |
| 2025 | IJCNN | Intriguing Differences Between Zero-Shot and Systematic Evaluations of Vision-Language Transformer Models. | Shaeke Salman, Montasir Shams, Xiuwen Liu, Lingjiong Zhu |
| 2025 | IJCNN | Unaligning Everything: Or Aligning Any Text to Any Image in Multimodal Models. | Shaeke Salman, Montasir Shams, Mao Nishino, Xiuwen Liu |
| 2025 | ISVC | Vision Embeddings and Their Role in Hallucination Vulnerabilities of Multimodal Large Language Models. | Chashi Mahiul Islam, Samuel Jacob Chacko, Preston Horne, Xiuwen Liu |
| 2025 | ISVC | NeuroShield-ViT: Mechanistic Understandings of Representation Vulnerabilities and Engineering Robust Vision Transformers. | Chashi Mahiul Islam, Samuel Jacob Chacko, Mao Nishino, Xiuwen Liu |
| 2025 | ISVC | Spatial-ViLT: Enhancing Visual Spatial Reasoning Through Multi-task Learning. | Chashi Mahiul Islam, Oteo Mamo, Samuel Jacob Chacko, Xiuwen Liu, Weikuan Yu |
| 2025 | QCE | Statistical Time Series Modeling of Quantum Systems Using Rough Transformers. | Yuanhang Shao, Chashi Mahiul Islam, Samuel Jacob Chacko, Ryan Carmichael, Jake Scally, Xiuwen Liu, Bayaner Arigong |
| 2025 | QCE | AbS-Q: An Effective Analysis-by-Synthesis Framework for Recovering Signals from Noisy Quantum Outputs. | Phat Thanh Tran, Ryan Carmichael, Jake Scally, Austin Myers, Huynjin Yi, Xiuwen Liu, Bayaner Arigong |
| 2024 | IJCNN | FaCTQA:Detecting and Localizing Factual Errors in Generated Summaries Through Question and Answering from Heterogeneous Models. | Trina Dutta, Xiuwen Liu |
| 2024 | IJCNN | Nonlinear Correct and Smooth for Semi-Supervised Learning. | Yuanhang Shao, Xiuwen Liu |
| 2024 | IJCNN | Inductive Link Prediction in Knowledge Graphs using Path-based Neural Networks. | Canlin Zhang, Xiuwen Liu |
| 2024 | IROS | Malicious Path Manipulations via Exploitation of Representation Vulnerabilities of Vision-Language Navigation Systems. | Chashi Mahiul Islam, Shaeke Salman, Montasir Shams, Xiuwen Liu, Piyush Kumar |
| 2023 | PSIVT | Facial Deepfake Detection Using Gaussian Processes. | Uzoamaka Ezeakunne, Xiuwen Liu |
| 2022 | IJCNN | Geometric Analysis and Metric Learning of Instruction Embeddings. | Sajib Biswas, Timothy Barao, John Lazzari, Jeret McCoy, Xiuwen Liu, Alexander Kostandarithes |
| 2022 | IJCNN | Dense Embeddings Preserving the Semantic Relationships in WordNet. | Canlin Zhang, Xiuwen Liu |
| 2021 | IJCNN | Optimism/Pessimism Prediction of Twitter Messages and Users Using BERT with Soft Label Assignment. | Ali Alshahrani, Meysam Ghaffari, Kobra Amirizirtol, Xiuwen Liu |
| 2021 | IJCNN | How Can the [MASK] Know? The Sources and Limitations of Knowledge in BERT. | Maksim Podkorytov, Daniel Bis, Xiuwen Liu |
| 2021 | NAACL | Too Much in Common: Shifting of Embeddings in Transformer Language Models and its Implications. | Daniel Bis, Maksim Podkorytov, Xiuwen Liu |
| 2020 | IJCNN | Identifying Optimism and Pessimism in Twitter Messages Using XLNet and Deep Consensus. | Ali Alshahrani, Meysam Ghaffari, Kobra Amirizirtol, Xiuwen Liu |
| 2020 | IJCNN | Explaining AI for Malware Detection: Analysis of Mechanisms of MalConv. | Shamik Bose, Timothy Barao, Xiuwen Liu |
| 2020 | IJCNN | Effects of Architecture and Training on Embedding Geometry and Feature Discriminability in BERT. | Maksim Podkorytov, Daniel Bis, Jinglun Cai, Kobra Amirizirtol, Xiuwen Liu |
| 2020 | IJCNN | DeepConsensus: Consensus-based Interpretable Deep Neural Networks with Application to Mortality Prediction. | Shaeke Salman, Seyedeh Neelufar Payrovnaziri, Xiuwen Liu, Pablo Rengifo-Moreno, Zhe He |
| 2020 | IJCNN | Towards Quantifying Intrinsic Generalization of Deep ReLU Networks. | Shaeke Salman, Canlin Zhang, Xiuwen Liu, Washington Mio |
| 2019 | IJCNN | Sparsity as the Implicit Gating Mechanism for Residual Blocks. | Shaeke Salman, Xiuwen Liu |
| 2019 | IJCNN | An Analysis on the Learning Rules of the Skip-Gram Model. | Canlin Zhang, Xiuwen Liu, Daniel Bis |
| 2016 | ICMLA | Fast Nearest Neighbor Search with Transformed Residual Quantization. | Jiangbo Yuan, Xiuwen Liu |
| 2016 | SECON | TBAS: Enhancing Wi-Fi Authentication by Actively Eliciting Channel State Information. | Muye Liu, Avishek Mukherjee, Zhenghao Zhang, Xiuwen Liu |
| 2015 | ICIP | Product tree quantization for approximate nearest neighbor search. | Jiangbo Yuan, Xiuwen Liu |
| 2015 | ICIP | Nano-scale context-sensitive semantic segmentation. | Nan Zhao, Chaity Banerjee, Xiuwen Liu |
| 2015 | ISI | Liar, Liar, IM on Fire: Deceptive language-action cues in spontaneous online communication. | Shuyuan Mary Ho, Jeffrey T. Hancock, Cheryl Booth, Xiuwen Liu, Shashanka Surya Timmarajus, Mike Burmester |
| 2013 | ICDM | Transform Residual K-Means Trees for Scalable Clustering. | Jiangbo Yuan, Xiuwen Liu |
| 2012 | CRITIS | A Trusted Computing Architecture for Secure Substation Automation. | David Guidry, Mike Burmester, Xiuwen Liu, Jonathan Jenkins, Sean Easton, Xin Yuan |
| 2012 | ECCV | Efficient Mining of Repetitions in Large-Scale TV Streams with Product Quantization Hashing. | Jiangbo Yuan, Guillaume Gravier, Sbastien Campion, Xiuwen Liu, Herv Jgou |
| 2012 | ICIP | A novel index structure for large scale image descriptor search. | Jiangbo Yuan, Xiuwen Liu |
| 2011 | IJCNN | A hybrid PCA-LDA model for dimension reduction. | Nan Zhao, Washington Mio, Xiuwen Liu |
| 2010 | CVPR | 3D structure estimation from monocular video clips. | Arturo Donate, Xiuwen Liu |
| 2010 | CVPR | Shot boundary detection in videos using robust three-dimensional tracking. | Arturo Donate, Xiuwen Liu |
| 2010 | ECCV | A Model of Volumetric Shape for the Analysis of Longitudinal Alzheimer's Disease Data. | Xinyang Liu, Xiuwen Liu, Yonggang Shi, Paul M. Thompson, Washington Mio |
| 2010 | ICPR | Scale-Space Spectral Representation of Shape. | Jonathan Bates, Xiuwen Liu, Washington Mio |
| 2009 | ICMLA | Linear Representation Learning Using Sphere Factor Analysis. | Yiming Wu, Xiuwen Liu, Washington Mio |
| 2009 | IJCNN | Image retrieval based on intrinsic spectral histogram representation. | Yuhua Zhu, Xiuwen Liu, Washington Mio |
| 2009 | IJCNN | Optimal dimension reduction for image retrieval with correlation metrics. | Yuhua Zhu, Washington Mio, Xiuwen Liu |
| 2009 | SMC | Rut Tracking and Steering Control for Autonomous Rut Following. | Camilo Ordonez, Oscar Y. Chuy, Emmanuel G. Collins Jr., Xiuwen Liu |
| 2008 | ICPR | Efficient and accurate subpixel path based stereo matching. | Arturo Donate, Ying Wang, Xiuwen Liu, Emmanuel G. Collins Jr. |
| 2008 | ICPR | Kernel functions for robust 3D surface registration with spectral embeddings. | Xiuwen Liu, Arturo Donate, Matthew Jemison, Washington Mio |
| 2008 | ICPR | Transductive optimal component analysis. | Yuhua Zhu, Yiming Wu, Xiuwen Liu, Washington Mio |
| 2008 | MICCAI | Models of Normal Variation and Local Contrasts in Hippocampal Anatomy. | Xinyang Liu, Washington Mio, Yonggang Shi, Ivo D. Dinov, Xiuwen Liu, Natasha Lepor, Franco Lepore, Madeleine Fortin, Patrice Voss, Maryse Lassonde, Paul M. Thompson |
| 2007 | ICCV | Modeling Brain Anatomy with 3D Arrangements of Curves. | Washington Mio, John Christopher Bowers, Monica K. Hurdal, Xiuwen Liu |
| 2007 | ICMLA | Scalable optimal linear representation for face and object recognition. | Yiming Wu, Xiuwen Liu, Washington Mio |
| 2007 | IJCNN | Multi-Stage Optimal Component Analysis. | Yiming Wu, Xiuwen Liu, Washington Mio |
| 2006 | ICIP | Recognition using Rapid Classification Tree. | Keith Haynes, Xiuwen Liu, Washington Mio |
| 2006 | ICIP | Splitting Factor Analysis and Multi-Class Boosting. | Xiuwen Liu, Washington Mio |
| 2006 | ICIP | Landmark Representation of Shapes and Fisher-Rao Geometry. | Washington Mio, Xiuwen Liu |
| 2006 | ICIP | Rotation Invariant Face Detection using Spectral Histograms and Support Vector Machines. | Christopher A. Waring, Xiuwen Liu |
| 2006 | ICIP | Two-Stage Optimal Component Analysis. | Yiming Wu, Xiuwen Liu, Washington Mio, Kyle A. Gallivan |
| 2004 | CVPR | Kernel Optimal Component Analysis. | Qiang Zhang, Xiuwen Liu |
| 2004 | ECCV | Hierarchical Organization of Shapes for Efficient Retrieval. | Shantanu H. Joshi, Anuj Srivastava, Washington Mio, Xiuwen Liu |
| 2004 | ECCV | Learning and Bayesian Shape Extraction for Object Recognition. | Washington Mio, Anuj Srivastava, Xiuwen Liu |
| 2003 | CVPR | An Integrated Learning Framework for Recognition Based on Images. | Xiuwen Liu, Anuj Srivastava |
| 2003 | CVPR | Optimal Linear Representations of Images for Object Recognition. | Xiuwen Liu, Anuj Srivastava, Kyle A. Gallivan |
| 2003 | CVPR | Statistical Search for Hierarchical Linear Optimal Representations of Images. | Qiang Zhang, Xiuwen Liu, Anuj Srivastava |
| 2003 | IJCNN | Sparse linear representations for recognition. | Lei Cheng, Xiuwen Liu |
| 2003 | IJCNN | Integrated learning of linear representations. | Xiuwen Liu, Aruj Srivastava |
| 2003 | IJCNN | On intrinsic generalization of low dimensional representations of images for recognition. | Xiuwen Liu, Anuj Srivastava, DeLiang Wang |
| 2003 | IJCNN | Spectral histogram based face detection. | Christopher A. Waring, Xiuwen Liu |
| 2003 | IJCNN | Hierarchical learning of optimal linear representations. | Qiang Zhang, Xiuwen Liu |
| 2002 | ECCV | Analytical Image Models and Their Applications. | Anuj Srivastava, Xiuwen Liu, Ulf Grenander |
| 2002 | ICIP | Spaces and subspaces of images for recognition. | Xiuwen Liu, Anuj Srivastava |
| 2002 | ICPR | A Spectral Representation for Appearance-Based Classification and Recognition. | Xiuwen Liu, Anuj Srivastava |
| 2001 | ICIP | Image segmentation using local spectral histograms. | Xiuwen Liu, DeLiang L. Wang, Anuj Srivastava |
| 2001 | ICIP | Analytical models for reduced spectral representations of images. | Anuj Srivastava, Xiuwen Liu, Ulf Grenander |
| 2000 | CVPR | Learning in Gibbsian Fields: How Accurate and How Fast Can It Be? | Song Chun Zhu, Xiuwen Liu |
| 1999 | ICCV | Equivalence of Julesz and Gibbs Texture Ensembles. | Ying Nian Wu, Song Chun Zhu, Xiuwen Liu |
| 1999 | IJCNN | A boundary-pair representation for perception modeling. | Xiuwen Liu, DeLiang Wang |
| 1999 | IJCNN | Perceptual organization based on temporal dynamics. | Xiuwen Liu, DeLiang Wang |
| 1998 | ICIP | Oriented Statistical Nonlinear Smoothing Filter. | Xiuwen Liu, DeLiang L. Wang, J. Raul Ramirez |
| 1993 | ICRA | A Robust Motion Planner for Assembly Robots. | Yongcheng Li, Bo Zhang, Xiuwen Liu |