| 2026 | AAAI | SparseSurf: Sparse-View 3D Gaussian Splatting for Surface Reconstruction. | Meiying Gu, Jiawei Zhang, Jiahe Li, Xiaohan Yu, Haonan Luo, Jin Zheng, Xiao Bai |
| 2026 | AAAI | MTAttack: Multi-Target Backdoor Attacks Against Large Vision-Language Models. | Zihan Wang, Guansong Pang, Wenjun Miao, Jin Zheng, Xiao Bai |
| 2026 | AAAI | FoundationSLAM: Unleashing the Power of Depth Foundation Models for End-to-End Dense Visual SLAM. | Yuchen Wu, Jiahe Li, Fabio Tosi, Matteo Poggi, Jin Zheng, Xiao Bai |
| 2026 | SIGIR | ATVG: Agentic System for Factually Grounded Travel Advertisement Video Generation. | Byung Eun Jeon, Xiao Bai, Wen Zhang, Jinchao Li |
| 2026 | SIGIR | Semantic IDs for Recommender Systems at Snapchat: Use Cases, Technical Challenges, and Design Choices. | Clark Mingxuan Ju, Tong Zhao, Leonardo Neves, Liam Collins, Bhuvesh Kumar, Jiwen Ren, Lili Zhang, Wenfeng Zhuo, Wen Zhang, Xiao Bai, Jinchao Li, Karthik Iyer, Zihao Fan, Yilun Xu, Yiwen Chen, Peicheng Yu, Manish Malik, Neil Shah |
| 2025 | AAAI | Visual Perturbation for Text-Based Person Search. | Pengcheng Zhang, Xiaohan Yu, Xiao Bai, Jin Zheng |
| 2025 | CIKM | Leveraging Large Language Models for Complementary Product Ads Recommendation. | Byung Eun Jeon, Ryan Bae, Xiao Bai |
| 2025 | CVPR | InsTaG: Learning Personalized 3D Talking Head from Few-Second Video. | Jiahe Li, Jiawei Zhang, Xiao Bai, Jin Zheng, Jun Zhou, Lin Gu |
| 2025 | ICCV | Auxiliary Prompt Tuning of Vision-Language Models for Few-Shot Out-of-Distribution Detection. | Wenjun Miao, Guansong Pang, Zihan Wang, Jin Zheng, Xiao Bai |
| 2025 | IJCAI | Revisiting Continual Ultra-fine-grained Visual Recognition with Pre-trained Models. | Pengcheng Zhang, Xiaohan Yu, Meiying Gu, Yuchen Wu, Yongsheng Gao, Xiao Bai |
| 2025 | IROS | View-aware Decomposition and Unification for Fast Ground-to-Aerial Person Search. | Qifei Wang, Pengcheng Zhang, Xiaohan Yu, Xiao Bai, Yongsheng Gao |
| 2024 | AAAI | Simple Image-Level Classification Improves Open-Vocabulary Object Detection. | Ruohuan Fang, Guansong Pang, Xiao Bai |
| 2024 | AAAI | Out-of-Distribution Detection in Long-Tailed Recognition with Calibrated Outlier Class Learning. | Wenjun Miao, Guansong Pang, Xiao Bai, Tianqi Li, Jin Zheng |
| 2024 | CIKM | Leveraging Large Language Models for Improving Keyphrase Generation for Contextual Targeting. | Xiao Bai, Xue Wu, Ivan Stojkovic, Kostas Tsioutsiouliklis |
| 2024 | CVPR | DNGaussian: Optimizing Sparse-View 3D Gaussian Radiance Fields with Global-Local Depth Normalization. | Jiahe Li, Jiawei Zhang, Xiao Bai, Jin Zheng, Xin Ning, Jun Zhou, Lin Gu |
| 2024 | CVPR | Learning Transferable Negative Prompts for Out-of-Distribution Detection. | Tianqi Li, Guansong Pang, Xiao Bai, Wenjun Miao, Jin Zheng |
| 2024 | CVPR | Robust Synthetic-to-Real Transfer for Stereo Matching. | Jiawei Zhang, Jiahe Li, Lei Huang, Xiaohan Yu, Lin Gu, Jin Zheng, Xiao Bai |
| 2024 | ECCV | TalkingGaussian: Structure-Persistent 3D Talking Head Synthesis via Gaussian Splatting. | Jiahe Li, Jiawei Zhang, Xiao Bai, Jin Zheng, Xin Ning, Jun Zhou, Lin Gu |
| 2024 | ECCV | CoR-GS: Sparse-View 3D Gaussian Splatting via Co-regularization. | Jiawei Zhang, Jiahe Li, Xiaohan Yu, Lei Huang, Lin Gu, Jin Zheng, Xiao Bai |
| 2023 | DICTA | Towards Fully Decoupled End-to-End Person Search. | Pengcheng Zhang, Xiao Bai, Jin Zheng, Xin Ning |
| 2023 | DICTA | Diving into Continual Ultra-fine-grained Visual Categorization. | Pengcheng Zhang, Xiaohan Yu, Xiao Bai, Jin Zheng, Xiaoyu Wu, Yongsheng Gao |
| 2023 | ICCV | Efficient Region-Aware Neural Radiance Fields for High-Fidelity Talking Portrait Synthesis. | Jiahe Li, Jiawei Zhang, Xiao Bai, Jun Zhou, Lin Gu |
| 2023 | ICIG | Adaptive Cost Aggregation in Iterative Depth Estimation for Efficient Multi-view Stereo. | Xiang Wang, Xiao Bai, Chen Wang |
| 2022 | CIKM | Improving Text-based Similar Product Recommendation for Dynamic Product Advertising at Yahoo. | Xiao Bai, Lei Duan, Richard Tang, Gaurav Batra, Ritesh Agrawal |
| 2022 | CVPR | Revisiting Domain Generalized Stereo Matching Networks from a Feature Consistency Perspective. | Jiawei Zhang, Xiang Wang, Xiao Bai, Chen Wang, Lei Huang, Yimin Chen, Lin Gu, Jun Zhou, Tatsuya Harada, Edwin R. Hancock |
| 2022 | ECCV | Where to Focus: Investigating Hierarchical Attention Relationship for Fine-Grained Visual Classification. | Yang Liu, Lei Zhou, Pengcheng Zhang, Xiao Bai, Lin Gu, Xiaohan Yu, Jun Zhou, Edwin R. Hancock |
| 2022 | KDD | Multilingual Taxonomic Web Page Classification for Contextual Targeting at Yahoo. | Eric Ye, Xiao Bai, Neil O'Hare, Eliyar Asgarieh, Kapil Thadani, Francisco Perez-Sorrosal, Sujyothi Adiga |
| 2021 | ACL | Select, Extract and Generate: Neural Keyphrase Generation with Layer-wise Coverage Attention. | Wasi Uddin Ahmad, Xiao Bai, Soomin Lee, Kai-Wei Chang |
| 2021 | CVPR | Goal-Oriented Gaze Estimation for Zero-Shot Learning. | Yang Liu, Lei Zhou, Xiao Bai, Yifei Huang, Lin Gu, Jun Zhou, Tatsuya Harada |
| 2021 | ICCV | Occluded Person Re-Identification with Single-scale Global Representations. | Cheng Yan, Guansong Pang, Jile Jiao, Xiao Bai, Xuetao Feng, Chunhua Shen |
| 2021 | ICIG | Relation-Aware Reasoning with Graph Convolutional Network. | Lei Zhou, Yang Liu, Xiao Bai, Xiang Wang, Chen Wang, Liang Zhang, Lin Gu |
| 2020 | AAAI | Adaptive Unimodal Cost Volume Filtering for Deep Stereo Matching. | Youmin Zhang, Yimin Chen, Xiao Bai, Suihanjin Yu, Kun Yu, Zhiwei Li, Kuiyuan Yang |
| 2020 | CVPR | Self-Trained Deep Ordinal Regression for End-to-End Video Anomaly Detection. | Guansong Pang, Cheng Yan, Chunhua Shen, Anton van den Hengel, Xiao Bai |
| 2020 | ICIP | Matrix Classifier On Dynamic Functional Connectivity For Mci Identification. | Lei Zhou, Liang Zhang, Xiao Bai, Jun Zhou |
| 2020 | ICPR | Fast Subspace Clustering Based on the Kronecker Product. | Lei Zhou, Xiao Bai, Liang Zhang, Jun Zhou, Edwin R. Hancock |
| 2020 | ICPR | HMFlow: Hybrid Matching Optical Flow Network for Small and Fast-Moving Objects. | Suihanjin Yu, Youmin Zhang, Chen Wang, Xiao Bai, Liang Zhang, Edwin R. Hancock |
| 2019 | BMVC | Discriminative Features Matter: Multi-layer Bilinear Pooling for Camera Localization. | Xin Wang, Xiang Wang, Chen Wang, Xiao Bai, Jing Wu, Edwin Robert Hancock |
| 2019 | ICIG | Accelerating Deep Convnets via Sparse Subspace Clustering. | Dong Wang, Shengge Shi, Xiao Bai, Xueni Zhang |
| 2019 | IGARSS | Hyperspectral Image Classification Based on Non-Local Neural Networks. | Chen Wang, Xiao Bai, Lei Zhou, Jun Zhou |
| 2019 | IJCAI | Latent Distribution Preserving Deep Subspace Clustering. | Lei Zhou, Xiao Bai, Dong Wang, Xianglong Liu, Jun Zhou, Edwin R. Hancock |
| 2019 | ICTAI | A One-step Pruning-recovery Framework for Acceleration of Convolutional Neural Networks. | Dong Wang, Xiao Bai, Lei Zhou, Jun Zhou |
| 2018 | ICPR | Discriminate Cross-modal Quantization for Efficient Retrieval. | Peng Sun, Cheng Yan, Shuai Wang, Xiao Bai |
| 2018 | KDD | Scalable Query N-Gram Embedding for Improving Matching and Relevance in Sponsored Search. | Xiao Bai, Erik Ordentlich, Yuanyuan Zhang, Andy Feng, Adwait Ratnaparkhi, Reena Somvanshi, Aldi Tjahjadi |
| 2018 | WWW | Attention Convolutional Neural Network for Advertiser-level Click-through Rate Forecasting. | Hongchang Gao, Deguang Kong, Miao Lu, Xiao Bai, Jian Yang |
| 2018 | SSPR | Cross-Model Retrieval with Reconstruct Hashing. | Yun Liu, Cheng Yan, Xiao Bai, Jun Zhou |
| 2018 | SSPR | Learning Deep Embeddings via Margin-Based Discriminate Loss. | Peng Sun, Wenzhong Tang, Xiao Bai |
| 2018 | SSPR | Deep Homography Estimation with Pairwise Invertibility Constraint. | Xiang Wang, Chen Wang, Xiao Bai, Yun Liu, Jun Zhou |
| 2018 | SSPR | Deep Supervised Hashing with Information Loss. | Xueni Zhang, Lei Zhou, Xiao Bai, Edwin R. Hancock |
| 2018 | SSPR | Iterative Deep Subspace Clustering. | Lei Zhou, Shuai Wang, Xiao Bai, Jun Zhou, Edwin R. Hancock |
| 2017 | ICIG | Deep Residual Convolutional Neural Network for Hyperspectral Image Super-Resolution. | Chen Wang, Yun Liu, Xiao Bai, Wenzhong Tang, Peng Lei, Jun Zhou |
| 2017 | ICIP | Heterogeneous face recognition via grassmannian based nearest subspace search. | Yuan Tian, Cheng Yan, Xiao Bai, Jun Zhou |
| 2017 | ICIP | Non-local similarity based tensor decomposition for hyperspectral image denoising. | Fan Xu, Xiao Bai, Jun Zhou |
| 2017 | SIGIR | Deep Character-Level Click-Through Rate Prediction for Sponsored Search. | Bora Edizel, Amin Mantrach, Xiao Bai |
| 2016 | ACCV | Bilinear Discriminant Analysis Hashing: A Supervised Hashing Approach for High-Dimensional Data. | Yanzhen Liu, Xiao Bai, Cheng Yan, Jun Zhou |
| 2016 | CCGRID | Medusa: An Efficient Cloud Fault-Tolerant MapReduce. | Pedro A. R. S. Costa, Xiao Bai, Fernando M. V. Ramos, Miguel Correia |
| 2016 | CIKM | The Role of Relevance in Sponsored Search. | Luca Maria Aiello, Ioannis Arapakis, Ricardo Baeza-Yates, Xiao Bai, Nicola Barbieri, Amin Mantrach, Fabrizio Silvestri |
| 2016 | DICTA | Hashing with Non-Linear Manifold Learning. | Yanzhen Liu, Xiao Bai, Cheng Yan, Jing Wang, Jun Zhou |
| 2016 | ICPR | Shape classification with a vertex clustering graph kernel. | Lu Bai, Lixin Cui, Yue Wang, Xin Jin, Xiao Bai, Edwin R. Hancock |
| 2016 | IGARSS | Discriminative weighted band selection via one-class SVM for hyperspectral imagery. | Yu Tang, Enlong Fan, Cheng Yan, Xiao Bai, Jun Zhou |
| 2016 | SIGIR | Improved Caching Techniques for Large-Scale Image Hosting Services. | Xiao Bai, Berkant Barla Cambazoglu, Archie Russell |
| 2016 | SSPR | P2P Lending Analysis Using the Most Relevant Graph-Based Features. | Lixin Cui, Lu Bai, Yue Wang, Xiao Bai, Zhihong Zhang, Edwin R. Hancock |
| 2015 | CVPR | Online sketching hashing. | Cong Leng, Jiaxiang Wu, Jian Cheng, Xiao Bai, Hanqing Lu |
| 2015 | ICIP | Multilayer manifold and sparsity constrainted nonnegative matrix factorization for hyperspectral unmixing. | Zhenqiu Shu, Jun Zhou, Lei Tong, Xiao Bai, Chunxia Zhao |
| 2015 | IGARSS | Band weighting and selection based on hyperplane margin maximization for hyperspectral image classification. | Cheng Yan, Xiao Bai, Jun Zhou |
| 2015 | IJCAI | A Graph Kernel Based on the Jensen-Shannon Representation Alignment. | Lu Bai, Zhihong Zhang, Chaoyan Wang, Xiao Bai, Edwin R. Hancock |
| 2015 | SIGIR | Unconscious Physiological Effects of Search Latency on Users and Their Click Behaviour. | Miguel Barreda-ngeles, Ioannis Arapakis, Xiao Bai, Berkant Barla Cambazoglu, Alexandre Pereda-Baos |
| 2014 | CVPR | Adaptive Object Retrieval with Kernel Reconstructive Hashing. | Haichuan Yang, Xiao Bai, Jun Zhou, Peng Ren, Zhihong Zhang, Jian Cheng |
| 2014 | DICTA | Dual Graph Regularized NMF for Hyperspectral Unmixing. | Lei Tong, Jun Zhou, Xiao Bai, Yongsheng Gao |
| 2014 | DSAA | Semi-randomized hashing for large scale data retrieval. | Haichuan Yang, Xiao Bai, Jun Zhou, Peng Ren, Jian Cheng, Lu Bai |
| 2014 | ICPR | Regularized Hierarchical Feature Learning with Non-negative Sparsity and Selectivity for Image Classification. | Bingyuan Liu, Jing Liu, Xiao Bai, Hanqing Lu |
| 2014 | ICPR | Discriminative Context Models for Collective Activity Recognition. | Chaoyang Zhao, Wei Fu, Jinqiao Wang, Xiao Bai, Qingshan Liu, Hanqing Lu |
| 2014 | SIGIR | Impact of response latency on user behavior in web search. | Ioannis Arapakis, Xiao Bai, Berkant Barla Cambazoglu |
| 2014 | WSDM | Improving the efficiency of multi-site web search engines. | Guillem Francs, Xiao Bai, Berkant Barla Cambazoglu, Ricardo Baeza-Yates |
| 2014 | SSPR | A Graph Kernel from the Depth-Based Representation. | Lu Bai, Peng Ren, Xiao Bai, Edwin R. Hancock |
| 2013 | CIKM | Cache refreshing for online social news feeds. | Xiao Bai, Flavio Paiva Junqueira, Adam Silberstein |
| 2013 | ICIP | A hypergraph based semi-supervised band selection method for hyperspectral image classification. | Zhouxiao Guo, Xiao Bai, Zhihong Zhang, Jun Zhou |
| 2013 | ICIP | Salient object detection in hyperspectral imagery. | Jie Liang, Jun Zhou, Xiao Bai, Yuntao Qian |
| 2013 | ICIP | Label propagation hashing based on p-stable distribution and coordinate descent. | Haichuan Yang, Xiao Bai, Chuntian Liu, Jun Zhou |
| 2013 | IGARSS | Semi-supervised hyperspectral band selection via sparse linear regression and hypergraph models. | Zhouxiao Guo, Haichuan Yang, Xiao Bai, Zhihong Zhang, Jun Zhou |
| 2013 | IGARSS | Marginalized kernel-based feature fusion method for VHR object classification. | Chuntian Liu, Wei Wei, Xiao Bai, Jun Zhou |
| 2013 | KDD | Exploiting user clicks for automatic seed set generation for entity matching. | Xiao Bai, Flavio Paiva Junqueira, Srinivasan H. Sengamedu |
| 2013 | Middleware | DynaSoRe: Efficient In-Memory Store for Social Applications. | Xiao Bai, Arnaud Jgou, Flavio Junqueira, Vincent Leroy |
| 2012 | ICPR | Object detection via foreground contour feature selection and part-based shape model. | Huigang Zhang, Junxiu Wang, Xiao Bai, Jun Zhou, Jian Cheng, Huijie Zhao |
| 2012 | SIGIR | Online result cache invalidation for real-time web search. | Xiao Bai, Flavio Paiva Junqueira |
| 2012 | SSPR | An Incremental Structured Part Model for Image Classification. | Huigang Zhang, Xiao Bai, Jian Cheng, Jun Zhou, Huijie Zhao |
| 2011 | CIKM | Discovering URLs through user feedback. | Xiao Bai, Berkant Barla Cambazoglu, Flavio Paiva Junqueira |
| 2011 | ICIG | Discriminative Features for Image Classification and Retrieval. | Shang Liu, Xiao Bai |
| 2011 | IGARSS | High-resolution satellite image classification and segmentation using Laplacian graph energy. | Zhao Meng, Xiao Bai |
| 2011 | IGARSS | A novel approach for satellite image classification using local self-similarity. | Huaxin Zheng, Xiao Bai, Huijie Zhao |
| 2011 | IGARSS | Query expansion for VHR image detection. | Huaxin Zheng, Huigang Zhang, Xiao Bai, Huijie Zhao |
| 2010 | EDBT | Gossiping personalized queries. | Xiao Bai, Marin Bertier, Rachid Guerraoui, Anne-Marie Kermarrec, Vincent Leroy |
| 2008 | ICPR | Object recognition using graph spectral invariants. | Xiao Bai, Richard C. Wilson, Edwin R. Hancock |
| 2008 | SSPR | Structure Is a Visual Class Invariant. | Xiao Bai, Yi-Zhe Song, Anupriya Balikai, Peter M. Hall |
| 2008 | SSPR | Quantitative Evaluation on Heat Kernel Permutation Invariants. | Xiao Bai, Richard C. Wilson, Edwin R. Hancock |
| 2007 | BMVC | Learning Object Classes from Structure. | Xiao Bai, Yi-Zhe Song, Peter M. Hall |
| 2006 | SSPR | A Spectral Generative Model for Graph Structure. | Xiao Bai, Edwin R. Hancock |
| 2006 | SSPR | Trace Formula Analysis of Graphs. | Xiao Bai, Edwin R. Hancock |
| 2005 | BMVC | Characterising Graphs using the Heat Kernel. | Xiao Bai, Richard C. Wilson, Edwin R. Hancock |
| 2005 | IBPRIA | Graph Clustering Using Heat Content Invariants. | Xiao Bai, Edwin R. Hancock |
| 2005 | ICIAP | Geometric Characterisation of Graphs. | Xiao Bai, Edwin R. Hancock |
| 2005 | ICIP | Clustering shapes using heat content invariants. | Xiao Bai, Edwin R. Hancock |
| 2004 | BMVC | Graph Matching using Spectral Embedding and Semidefinite Programming. | Xiao Bai, Hang Yu, Edwin R. Hancock |
| 2004 | ICPR | Graph Matching using Spectral Embedding and Alignment. | Xiao Bai, Hang Yu, Edwin R. Hancock |
| 2004 | SSPR | Heat Kernels, Manifolds and Graph Embedding. | Xiao Bai, Edwin R. Hancock |
| 2003 | BMVC | Graph Clustering using Symmetric Polynomials and Local Linear Embedding. | Edwin R. Hancock, Richard C. Wilson, Xiao Bai |