Robust Multi-pose Facial Expression Recognition. - Qiong Hu 001; Xi Peng 005; Peng Yang 001; Fei Yang 001; Dimitris N. Metaxas (ICPR, 2014)

Head Pose Estimation by Instance Parameterization. - Xi Peng 005; Junzhou Huang; Qiong Hu 001; Shaoting Zhang 001; Dimitris N. Metaxas (ICPR, 2014)

Three-dimensional head pose estimation in-the-wild. - Xi Peng 005; Junzhou Huang; Qiong Hu 001; Shaoting Zhang 001; Dimitris N. Metaxas (FG, 2015)

PIEFA: Personalized Incremental and Ensemble Face Alignment. - Xi Peng 005; Shaoting Zhang 001; Yu Yang; Dimitris N. Metaxas (ICCV, 2015)

From circle to 3-sphere: Head pose estimation by instance parameterization. - Xi Peng 005; Junzhou Huang; Qiong Hu 001; Shaoting Zhang 001; Ahmed M. Elgammal; Dimitris N. Metaxas (Comput. Vis. Image Underst., 2015)

Track Facial Points in Unconstrained Videos. - Xi Peng 005; Qiong Hu 001; Junzhou Huang; Dimitris N. Metaxas (BMVC, 2016)

Sequential Face Alignment via Person-Specific Modeling in the Wild. - Xi Peng 005; Junzhou Huang; Dimitris N. Metaxas (CVPR Workshops, 2016)

A Recurrent Encoder-Decoder Network for Sequential Face Alignment. - Xi Peng 005; Rogério Schmidt Feris; Xiaoyu Wang 002; Dimitris N. Metaxas (ECCV (1), 2016)

Reconstruction-Based Disentanglement for Pose-Invariant Face Recognition. - Xi Peng 005; Xiang Yu 002; Kihyuk Sohn; Dimitris N. Metaxas; Manmohan Chandraker (ICCV, 2017)

Reconstruction for Feature Disentanglement in Pose-invariant Face Recognition. - Xi Peng 005; Xiang Yu 002; Kihyuk Sohn; Dimitris N. Metaxas; Manmohan Chandraker (CoRR, 2017)

CU-Net: Coupled U-Nets. - Zhiqiang Tang 001; Xi Peng 005; Shijie Geng; Yizhe Zhu; Dimitris N. Metaxas (BMVC, 2018)

Jointly Optimize Data Augmentation and Network Training: Adversarial Data Augmentation in Human Pose Estimation. - Xi Peng 005; Zhiqiang Tang 001; Fei Yang 001; Rogério Schmidt Feris; Dimitris N. Metaxas (CVPR, 2018)

A Generative Adversarial Approach for Zero-Shot Learning From Noisy Texts. - Yizhe Zhu; Mohamed Elhoseiny; Bingchen Liu; Xi Peng 005; Ahmed Elgammal (CVPR, 2018)

Quantized Densely Connected U-Nets for Efficient Landmark Localization. - Zhiqiang Tang 001; Xi Peng 005; Shijie Geng; Lingfei Wu 001; Shaoting Zhang 001; Dimitris N. Metaxas (ECCV (3), 2018)

Learning to Forecast and Refine Residual Motion for Image-to-Video Generation. - Long Zhao 003; Xi Peng 005; Yu Tian 003; Mubbasir Kapadia; Dimitris N. Metaxas (ECCV (15), 2018)

Toward Marker-Free 3D Pose Estimation in Lifting: A Deep Multi-View Solution. - Rahil Mehrizi; Xi Peng 005; Zhiqiang Tang 001; Xu Xu; Dimitris N. Metaxas; Kang Li 004 (FG, 2018)

CR-GAN: Learning Complete Representations for Multi-view Generation. - Yu Tian 003; Xi Peng 005; Long Zhao 003; Shaoting Zhang 001; Dimitris N. Metaxas (IJCAI, 2018)

RED-Net: A Recurrent Encoder-Decoder Network for Video-Based Face Alignment. - Xi Peng 005; Rogério Schmidt Feris; Xiaoyu Wang 002; Dimitris N. Metaxas (Int. J. Comput. Vis., 2018)

Toward Personalized Modeling: Incremental and Ensemble Alignment for Sequential Faces in the Wild. - Xi Peng 005; Shaoting Zhang 001; Yang Yu 010; Dimitris N. Metaxas (Int. J. Comput. Vis., 2018)

Construct Dynamic Graphs for Hand Gesture Recognition via Spatial-Temporal Attention. - Yuxiao Chen 002; Long Zhao 003; Xi Peng 005; Jianbo Yuan; Dimitris N. Metaxas (BMVC, 2019)

Semantic Graph Convolutional Networks for 3D Human Pose Regression. - Long Zhao 003; Xi Peng 005; Yu Tian 003; Mubbasir Kapadia; Dimitris N. Metaxas (CVPR, 2019)

AdaTransform: Adaptive Data Transformation. - Zhiqiang Tang 001; Xi Peng 005; Tingfeng Li; Yizhe Zhu; Dimitris N. Metaxas (ICCV, 2019)

Scalable Global Alignment Graph Kernel Using Random Features: From Node Embedding to Graph Embedding. - Lingfei Wu 001; Ian En-Hsu Yen; Zhen Zhang 007; Kun Xu 005; Liang Zhao 002; Xi Peng 005; Yinglong Xia; Charu C. Aggarwal (KDD, 2019)

Rethinking Kernel Methods for Node Representation Learning on Graphs. - Yu Tian 003; Long Zhao 003; Xi Peng 005; Dimitris N. Metaxas (NeurIPS, 2019)

Semantic-Guided Multi-Attention Localization for Zero-Shot Learning. - Yizhe Zhu; Jianwen Xie; Zhiqiang Tang 001; Xi Peng 005; Ahmed Elgammal (NeurIPS, 2019)

Cartoonish sketch-based face editing in videos using identity deformation transfer. - Long Zhao 003; Fangda Han; Xi Peng 005; Xun Zhang; Mubbasir Kapadia; Vladimir Pavlovic 001; Dimitris N. Metaxas (Comput. Graph., 2019)

Learning where to look: Semantic-Guided Multi-Attention Localization for Zero-Shot Learning. - Yizhe Zhu; Jianwen Xie; Zhiqiang Tang 001; Xi Peng 005; Ahmed Elgammal (CoRR, 2019)

Predicting 3-D Lower Back Joint Load in Lifting: A Deep Pose Estimation Approach. - Rahil Mehrizi; Xi Peng 005; Dimitris N. Metaxas; Xu Xu; Shaoting Zhang 001; Kang Li 004 (IEEE Trans. Hum. Mach. Syst., 2019)

Knowledge As Priors: Cross-Modal Knowledge Generalization for Datasets Without Superior Knowledge. - Long Zhao 003; Xi Peng 005; Yuxiao Chen 002; Mubbasir Kapadia; Dimitris N. Metaxas (CVPR, 2020)

Learning to Learn Single Domain Generalization. - Fengchun Qiao; Long Zhao 003; Xi Peng 005 (CVPR, 2020)

Maximum-Entropy Adversarial Data Augmentation for Improved Generalization and Robustness. - Long Zhao 003; Ting Liu 005; Xi Peng 005; Dimitris N. Metaxas (NeurIPS, 2020)

Towards Image-to-Video Translation: A Structure-Aware Approach via Multi-stage Generative Adversarial Networks. - Long Zhao 003; Xi Peng 005; Yu Tian 003; Mubbasir Kapadia; Dimitris N. Metaxas (Int. J. Comput. Vis., 2020)

Towards Efficient U-Nets: A Coupled and Quantized Approach. - Zhiqiang Tang 001; Xi Peng 005; Kang Li 004; Dimitris N. Metaxas (IEEE Trans. Pattern Anal. Mach. Intell., 2020)

SMIL: Multimodal Learning with Severely Missing Modality. - Mengmeng Ma 002; Jian Ren 005; Long Zhao 003; Sergey Tulyakov; Cathy Wu 001; Xi Peng 005 (AAAI, 2021)

Understanding the factors related to the opioid epidemic using machine learning. - Sachin Gavali; Chuming Chen; Julie Cowart; Xi Peng 005; Shanshan Ding; Cathy H. Wu; Tammy Anderson (BIBM, 2021)

Learning View-Disentangled Human Pose Representation by Contrastive Cross-View Mutual Information Maximization. - Long Zhao 003; Yuxiao Wang 001; Jiaping Zhao; Liangzhe Yuan; Jennifer J. Sun; Florian Schroff; Hartwig Adam; Xi Peng 005; Dimitris N. Metaxas; Ting Liu 005 (CVPR, 2021)

Uncertainty-Guided Model Generalization to Unseen Domains. - Fengchun Qiao; Xi Peng 005 (CVPR, 2021)

Student-Teacher Oneness: A Storage-efficient approach that improves facial expression recognition. - Zhenzhu Zheng; Christopher Rasmussen; Xi Peng 005 (ICCVW, 2021)

A Good Image Generator Is What You Need for High-Resolution Video Synthesis. - Yu Tian 003; Jian Ren 005; Menglei Chai; Kyle Olszewski; Xi Peng 005; Dimitris N. Metaxas; Sergey Tulyakov (ICLR, 2021)

Adapting Wireless Mesh Network Configuration from Simulation to Reality via Deep Learning based Domain Adaptation. - Junyang Shi; Mo Sha 001; Xi Peng 005 (NSDI, 2021)

Dizygotic Conditional Variational AutoEncoder for Multi-Modal and Partial Modality Absent Few-Shot Learning. - Yi Zhang 113; Sheng Huang 001; Xi Peng 005; Dan Yang 001 (CoRR, 2021)

Out-of-domain Generalization from a Single Source: A Uncertainty Quantification Approach. - Xi Peng 005; Fengchun Qiao; Long Zhao 003 (CoRR, 2021)

Understanding the factors driving the opioid epidemic using machine learning. - Sachin Gavali; Chuming Chen; Julie Cowart; Xi Peng 005; Shanshan Ding; Cathy Wu 001; Tammy Anderson (CoRR, 2021)

Deep Learning for Spatiotemporal Modeling of Urbanization. - Tang Li 005; Jing Gao; Xi Peng 005 (CoRR, 2021)

Are Multimodal Transformers Robust to Missing Modality? - Mengmeng Ma 002; Jian Ren 005; Long Zhao 003; Davide Testuggine; Xi Peng 005 (CVPR, 2022)

Self-Guidance: Improve Deep Neural Network Generalization via Knowledge Distillation. - Zhenzhu Zheng; Xi Peng 005 (WACV, 2022)

Are Data-Driven Explanations Robust Against Out-of-Distribution Data? - Tang Li 005; Fengchun Qiao; Mengmeng Ma 002; Xi Peng 005 (CVPR, 2023)

Learning from Semantic Alignment between Unpaired Multiviews for Egocentric Video Recognition. - Qitong Wang 001; Long Zhao 003; Liangzhe Yuan; Ting Liu 005; Xi Peng 005 (ICCV, 2023)

Topology-aware Robust Optimization for Out-of-Distribution Generalization. - Fengchun Qiao; Xi Peng 005 (ICLR, 2023)

Region-Aware Arbitrary-Shaped Text Detection With Progressive Fusion. - Qitong Wang 001; Bin Fu; Ming Li; Junjun He; Xi Peng 005; Yu Qiao 001 (IEEE Trans. Multim., 2023)

Video-Based 3D pose estimation for residential roofing. - Ruochen Wang; Liying Zheng; Ashley L. Hawke; Robert E. Carey; Scott P. Breloff; Kang Li 004; Xi Peng 005 (Comput. methods Biomech. Biomed. Eng. Imaging Vis., 2023)

Deep learning-based estimation of whole-body kinematics from multi-view images. - Kien X. Nguyen 001; Liying Zheng; Ashley L. Hawke; Robert E. Carey; Scott P. Breloff; Kang Li 004; Xi Peng 005 (Comput. Vis. Image Underst., 2023)

Adaptive Cascading Network for Continual Test-Time Adaptation. - Kien X. Nguyen 001; Fengchun Qiao; Xi Peng 005 (CIKM, 2024)

Calibrating Probabilistic Embeddings for Cross-Modal Retrieval. - Fengchun Qiao; Xi Peng 005 (CSoNet, 2024)

DEAL: Disentangle and Localize Concept-Level Explanations for VLMs. - Tang Li 005; Mengmeng Ma 002; Xi Peng 005 (ECCV (39), 2024)

Beyond the Federation: Topology-aware Federated Learning for Generalization to Unseen Clients. - Mengmeng Ma 002; Tang Li 005; Xi Peng 005 (ICML, 2024)

Ensemble Pruning for Out-of-distribution Generalization. - Fengchun Qiao; Xi Peng 005 (ICML, 2024)

SeafloorAI: A Large-scale Vision-Language Dataset for Seafloor Geological Survey. - Kien X. Nguyen 001; Fengchun Qiao; Arthur Trembanis; Xi Peng 005 (NeurIPS, 2024)

Beyond Accuracy: Ensuring Correct Predictions With Correct Rationales. - Tang Li 005; Mengmeng Ma 002; Xi Peng 005 (NeurIPS, 2024)

Out-of-Domain Generalization From a Single Source: An Uncertainty Quantification Approach. - Xi Peng 005; Fengchun Qiao; Long Zhao 003 (IEEE Trans. Pattern Anal. Mach. Intell., 2024)

Adapting Wireless Network Configuration From Simulation to Reality via Deep Learning-Based Domain Adaptation. - Junyang Shi; Aitian Ma; Xia Cheng; Mo Sha 001; Xi Peng 005 (IEEE/ACM Trans. Netw., 2024)

Semi-Identical Twins Variational AutoEncoder for Few-Shot Learning. - Yi Zhang 113; Sheng Huang 001; Xi Peng 005; Dan Yang 001 (IEEE Trans. Neural Networks Learn. Syst., 2024)

Beyond Accuracy: On the Effects of Fine-Tuning Towards Vision-Language Model's Prediction Rationality. - Qitong Wang 001; Tang Li 005; Kien X. Nguyen 001; Xi Peng 005 (AAAI, 2025)

Interpretable Failure Detection with Human-Level Concepts. - Kien X. Nguyen 001; Tang Li 005; Xi Peng 005 (AAAI, 2025)