| 2026 | ACL | What Makes Good Instruction-Tuning Data? An In-Context Learning Perspective. | Guangzeng Han, Xiaolei Huang |
| 2026 | ACL | Knowledge-driven Augmentation and Retrieval for Integrative Temporal Adaptation. | Weisi Liu, Guangzeng Han, Xiaolei Huang |
| 2026 | ACL | Model-Agnostic Meta Learning for Class Imbalance Adaptation. | Hanshu Rao, Guangzeng Han, Xiaolei Huang |
| 2025 | EMNLP | Attributes as Textual Genes: Leveraging LLMs as Genetic Algorithm Simulators for Conditional Synthetic Data Generation. | Guangzeng Han, Weisi Liu, Xiaolei Huang |
| 2025 | EMNLP | Bhaasha, Bhāṣā, Zaban: A Survey for Low-Resourced Languages in South Asia - Current Stage and Challenges. | Sampoorna Poria, Xiaolei Huang |
| 2025 | ICCV | A Survey on Long-Video Storytelling Generation: Architectures, Consistency, and Cinematic Quality. | Mohamed Elmoghany, Ryan A. Rossi, Seunghyun Yoon, Subhojyoti Mukherjee, Eslam Mohamed Bakr, Puneet Mathur, Gang Wu, Viet Dac Lai, Nedim Lipka, Ruiyi Zhang, Varun Manjunatha, Chien Nguyen, Daksh Dangi, Abel Salinas, Hongjie Chen, Xiaolei Huang, Joe Barrow, Nesreen K. Ahmed, Hoda Eldardiry, Namyong Park, Yu Wang, Zhengzhong Tu, Thien Huu Nguyen, Dinesh Manocha, Mohamed Elhoseiny, Franck Dernoncourt |
| 2025 | NAACL | Examining and Adapting Time for Multilingual Classification via Mixture of Temporal Experts. | Weisi Liu, Guangzeng Han, Xiaolei Huang |
| 2024 | AAAI | Semantic-Aware Transformation-Invariant RoI Align. | Guo-Ye Yang, George Kiyohiro Nakayama, Zi-Kai Xiao, Tai-Jiang Mu, Xiaolei Huang, Shi-Min Hu |
| 2022 | CIKM | A Gumbel-based Rating Prediction Framework for Imbalanced Recommendation. | Yuexin Wu, Xiaolei Huang |
| 2022 | CVPR | PlaneMVS: 3D Plane Reconstruction from Multi-View Stereo. | Jiachen Liu, Pan Ji, Nitin Bansal, Changjiang Cai, Qingan Yan, Xiaolei Huang, Yi Xu |
| 2022 | CVPR | Deep Depth from Focus with Differential Focus Volume. | Fengting Yang, Xiaolei Huang, Zihan Zhou |
| 2022 | ECCV | End-to-End Graph-Constrained Vectorized Floorplan Generation with Panoptic Refinement. | Jiachen Liu, Yuan Xue, Jos Pinto Duarte, Krishnendra Shekhawat, Zihan Zhou, Xiaolei Huang |
| 2022 | MICCAI | Asymmetry Disentanglement Network for Interpretable Acute Ischemic Stroke Infarct Segmentation in Non-contrast CT Scans. | Haomiao Ni, Yuan Xue, Kelvin K. Wong, John Volpi, Stephen T. C. Wong, James Z. Wang, Xiaolei Huang |
| 2022 | MICCAI | Patcher: Patch Transformers with Mixture of Experts for Precise Medical Image Segmentation. | Yanglan Ou, Ye Yuan, Xiaolei Huang, Stephen T. C. Wong, John Volpi, James Z. Wang, Kelvin K. Wong |
| 2022 | NAACL | Easy Adaptation to Mitigate Gender Bias in Multilingual Text Classification. | Xiaolei Huang |
| 2022 | WWW | UserNLP'22: 2022 International Workshop on User-centered Natural Language Processing. | Xiaolei Huang, Lucie Flek, Franck Dernoncourt, Charles Welch, Silvio Amir, Ramit Sawhney, Diyi Yang |
| 2021 | MICCAI | LambdaUNet: 2.5D Stroke Lesion Segmentation of Diffusion-Weighted MR Images. | Yanglan Ou, Ye Yuan, Xiaolei Huang, Kelvin K. Wong, John Volpi, James Z. Wang, Stephen T. C. Wong |
| 2021 | MICCAI | A Multi-attribute Controllable Generative Model for Histopathology Image Synthesis. | Jiarong Ye, Yuan Xue, Peter Liu, Richard Zaino, Keith C. Cheng, Xiaolei Huang |
| 2020 | AAAI | Shape-Aware Organ Segmentation by Predicting Signed Distance Maps. | Yuan Xue, Hui Tang, Zhi Qiao, Guanzhong Gong, Yong Yin, Zhen Qian, Chao Huang, Wei Fan, Xiaolei Huang |
| 2020 | ECCV | Neural Wireframe Renderer: Learning Wireframe to Image Translations. | Yuan Xue, Zihan Zhou, Xiaolei Huang |
| 2020 | LREC | Multilingual Twitter Corpus and Baselines for Evaluating Demographic Bias in Hate Speech Recognition. | Xiaolei Huang, Linzi Xing, Franck Dernoncourt, Michael J. Paul |
| 2020 | MICCAI | SiamParseNet: Joint Body Parsing and Label Propagation in Infant Movement Videos. | Haomiao Ni, Yuan Xue, Qian Zhang, Xiaolei Huang |
| 2020 | MICCAI | Synthetic Sample Selection via Reinforcement Learning. | Jiarong Ye, Yuan Xue, L. Rodney Long, Sameer K. Antani, Zhiyun Xue, Keith C. Cheng, Xiaolei Huang |
| 2020 | MICCAI | Toward Rapid Stroke Diagnosis with Multimodal Deep Learning. | Mingli Yu, Tongan Cai, Xiaolei Huang, Kelvin K. Wong, John Volpi, James Z. Wang, Stephen T. C. Wong |
| 2019 | ACL | Neural Temporality Adaptation for Document Classification: Diachronic Word Embeddings and Domain Adaptation Models. | Xiaolei Huang, Michael J. Paul |
| 2019 | EMNLP | What Matters for Neural Cross-Lingual Named Entity Recognition: An Empirical Analysis. | Xiaolei Huang, Jonathan May, Nanyun Peng |
| 2019 | MICCAI | Synthetic Augmentation and Feature-Based Filtering for Improved Cervical Histopathology Image Classification. | Yuan Xue, Qianying Zhou, Jiarong Ye, L. Rodney Long, Sameer K. Antani, Carl Cornwell, Zhiyun Xue, Xiaolei Huang |
| 2018 | ACL | Examining Temporality in Document Classification. | Xiaolei Huang, Michael J. Paul |
| 2018 | CVPR | AttnGAN: Fine-Grained Text to Image Generation With Attentional Generative Adversarial Networks. | Tao Xu, Pengchuan Zhang, Qiuyuan Huang, Han Zhang, Zhe Gan, Xiaolei Huang, Xiaodong He |
| 2018 | EMNLP | Modeling Temporality of Human Intentions by Domain Adaptation. | Xiaolei Huang, Lixing Liu, Kate B. Carey, Joshua Woolley, Stefan Scherer, Brian Borsari |
| 2018 | MICCAI | Multimodal Recurrent Model with Attention for Automated Radiology Report Generation. | Yuan Xue, Tao Xu, L. Rodney Long, Zhiyun Xue, Sameer K. Antani, George R. Thoma, Xiaolei Huang |
| 2017 | AAAI | Examining Patterns of Influenza Vaccination in Social Media. | Xiaolei Huang, Michael C. Smith, Michael J. Paul, Dmytro Ryzhkov, Sandra Crouse Quinn, David A. Broniatowski, Mark Dredze |
| 2016 | CVPR | SPDA-CNN: Unifying Semantic Part Detection and Abstraction for Fine-Grained Recognition. | Han Zhang, Tao Xu, Mohamed Elhoseiny, Xiaolei Huang, Shaoting Zhang, Ahmed M. Elgammal, Dimitris N. Metaxas |
| 2016 | CVPR | Traffic-Sign Detection and Classification in the Wild. | Zhe Zhu, Dun Liang, Song-Hai Zhang, Xiaolei Huang, Baoli Li, Shi-Min Hu |
| 2016 | MICCAI | Multimodal Deep Learning for Cervical Dysplasia Diagnosis. | Tao Xu, Han Zhang, Xiaolei Huang, Shaoting Zhang, Dimitris N. Metaxas |
| 2016 | SECON | Distributed Learning for Multi-Channel Selection in Wireless Network Monitoring. | Yuan Xue, Pan Zhou, Tao Jiang, Shiwen Mao, Xiaolei Huang |
| 2015 | MICCAI | A New Image Data Set and Benchmark for Cervical Dysplasia Classification Evaluation. | Tao Xu, Cheng Xin, L. Rodney Long, Sameer K. Antani, Zhiyun Xue, Edward Kim, Xiaolei Huang |
| 2015 | MICCAI | Accelerated Dynamic MRI Reconstruction with Total Variation and Nuclear Norm Regularization. | Jiawen Yao, Zheng Xu, Xiaolei Huang, Junzhou Huang |
| 2015 | PACLIC | Topic Model for Identifying Suicidal Ideation in Chinese Microblog. | Xiaolei Huang, Xin Li, Tianli Liu, David Chiu, Tingshao Zhu, Lei Zhang |
| 2014 | MICCAI | Instrument Tracking via Online Learning in Retinal Microsurgery. | Yeqing Li, Chen Chen, Xiaolei Huang, Junzhou Huang |
| 2014 | UIC | Detecting Suicidal Ideation in Chinese Microblogs with Psychological Lexicons. | Xiaolei Huang, Lei Zhang, David Chiu, Tianli Liu, Xin Li, Tingshao Zhu |
| 2013 | MICCAI | Delineating 3D Angiogenic Sprouting in OCT Images via Multiple Active Contours. | Ting Xu, Fengqiang Li, Duc-Huy T. Nguyen, Christopher S. Chen, Chao Zhou, Xiaolei Huang |
| 2012 | CVPR | A hierarchical image clustering cosegmentation framework. | Edward Kim, Hongsheng Li, Xiaolei Huang |
| 2012 | MICCAI | Simplified Labeling Process for Medical Image Segmentation. | Mingchen Gao, Junzhou Huang, Xiaolei Huang, Shaoting Zhang, Dimitris N. Metaxas |
| 2011 | CVPR | Global contrast based salient region detection. | Ming-Ming Cheng, Guo-Xin Zhang, Niloy J. Mitra, Xiaolei Huang, Shi-Min Hu |
| 2011 | ICCV | Optimal object matching via convexification and composition. | Hongsheng Li, Junzhou Huang, Shaoting Zhang, Xiaolei Huang |
| 2011 | ICCV | A 3D Laplacian-driven parametric deformable model. | Tian Shen, Xiaolei Huang, Hongsheng Li, Edward Kim, Shaoting Zhang, Junzhou Huang |
| 2011 | MICCAI | 3D Segmentation of Rodent Brain Structures Using Hierarchical Shape Priors and Deformable Models. | Shaoting Zhang, Junzhou Huang, Mustafa Gkhan Uzunbas, Tian Shen, Foteini Delis, Xiaolei Huang, Nora D. Volkow, Panayotis K. Thanos, Dimitris N. Metaxas |
| 2010 | CBMS | A parallel cellular automata with label priors for interactive brain tumor segmentation. | Edward Kim, Tian Shen, Xiaolei Huang |
| 2010 | CVPR | Object matching with a locally affine-invariant constraint. | Hongsheng Li, Edward Kim, Xiaolei Huang, Lei He |
| 2010 | MICCAI | Actin Filament Segmentation Using Spatiotemporal Active-Surface and Active-Contour Models. | Hongsheng Li, Tian Shen, Dimitrios Vavylonis, Xiaolei Huang |
| 2009 | CVPR | Global optimization for alignment of generalized shapes. | Hongsheng Li, Tian Shen, Xiaolei Huang |
| 2009 | CVPR | Active volume models for 3D medical image segmentation. | Tian Shen, Hongsheng Li, Zhen Qian, Xiaolei Huang |
| 2009 | CVPR | Distance guided selection of the best base classifier in an ensemble with application to cervigram image segmentation. | Wei Wang, Xiaolei Huang |
| 2009 | ICCV | Learning with dynamic group sparsity. | Junzhou Huang, Xiaolei Huang, Dimitris N. Metaxas |
| 2009 | ICDAR | Document Analysis Support for the Manual Auditing of Elections. | Daniel P. Lopresti, Xiang Zhou, Xiaolei Huang, Gang Tan |
| 2009 | MICCAI | Actin Filament Tracking Based on Particle Filters and Stretching Open Active Contour Models. | Hongsheng Li, Tian Shen, Dimitrios Vavylonis, Xiaolei Huang |
| 2009 | MICCAI | 3D Medical Image Segmentation by Multiple-Surface Active Volume Models. | Tian Shen, Xiaolei Huang |
| 2008 | AVSS | Commentary Paper on "Video Surveillance for Biometrics: Long-Range Multi-biometric System". | Xiaolei Huang |
| 2008 | CBMS | Web-Based Multi-Observer Segmentation Evaluation Tool. | Yaoyao Zhu, Xiaolei Huang, Daniel P. Lopresti, L. Rodney Long, Sameer K. Antani, Zhiyun Xue, George R. Thoma |
| 2008 | CVPR | Simultaneous image transformation and sparse representation recovery. | Junzhou Huang, Xiaolei Huang, Dimitris N. Metaxas |
| 2008 | MICCAI | Tag Separation in Cardiac Tagged MRI. | Junzhou Huang, Zhen Qian, Xiaolei Huang, Dimitris N. Metaxas, Leon Axel |
| 2008 | MICCAI | Active Volume Models with Probabilistic Object Boundary Prediction Module. | Tian Shen, Yaoyao Zhu, Xiaolei Huang, Junzhou Huang, Dimitris N. Metaxas, Leon Axel |
| 2007 | CVPR | Robust Click-Point Linking: Matching Visually Dissimilar Local Regions. | Kazunori Okada, Xiaolei Huang |
| 2007 | ICCV | Optimization and Learning for Registration of Moving Dynamic Textures. | Junzhou Huang, Xiaolei Huang, Dimitris N. Metaxas |
| 2007 | MICCAI | Adaptive Metamorphs Model for 3D Medical Image Segmentation. | Junzhou Huang, Xiaolei Huang, Dimitris N. Metaxas, Leon Axel |
| 2006 | ECCV | Patch-Based Texture Edges and Segmentation. | Lior Wolf, Xiaolei Huang, Ian Martin, Dimitris N. Metaxas |
| 2006 | ICARCV | Hybrid Deformable Models for Medical Segmentation and Registration. | Dimitris N. Metaxas, Zhen Qian, Xiaolei Huang, Rui Huang, Ting Chen, Leon Axel |
| 2006 | ICIP | Automatic Hot Spot Detection and Segmentation in Whole Body FDG-PET Images. | Haiying Guan, Toshiro Kubota, Xiaolei Huang, Xiang Sean Zhou, Matthew Turk |
| 2005 | MICCAI | Efficient Learning by Combining Confidence-Rated Classifiers to Incorporate Unlabeled Medical Data. | Weijun He, Xiaolei Huang, Dimitris N. Metaxas, Xiaoyou Ying |
| 2004 | CVPR | MetaMorphs: Deformable Shape and Texture Models. | Xiaolei Huang, Dimitris N. Metaxas, Ting Chen |
| 2004 | CVPR | Hybrid Image Registration based on Configural Matching of Scale-Invariant Salient Region Features. | Xiaolei Huang, Yiyong Sun, Dimitris N. Metaxas, Frank Sauer, Chenyang Xu |
| 2004 | CVPR | A Hierarchical Framework For High Resolution Facial Expression Tracking. | Xiaolei Huang, Song Zhang, Yang Wang, Dimitris N. Metaxas, Dimitris Samaras |
| 2004 | MICCAI | Learning Coupled Prior Shape and Appearance Models for Segmentation. | Xiaolei Huang, Zhiguo Li, Dimitris N. Metaxas |
| 2003 | CVPR | Computing Layered Surface Representations: An Algorithm for Detecting and Separating Transparent Overlays. | Manish Singh, Xiaolei Huang |
| 2003 | MICCAI | Establishing Local Correspondences towards Compact Representations of Anatomical Structures. | Xiaolei Huang, Nikos Paragios, Dimitris N. Metaxas |