| 2026 | AAAI | CoRA: A Collaborative Robust Architecture with Hybrid Fusion for Efficient Perception. | Gong Chen, Chaokun Zhang, Pengcheng Lv, Xiaohui Xie |
| 2026 | AAAI | CoMA: Compositional Human Motion Generation with Multi-modal Agents. | Shanlin Sun, Jiaqi Xu, Gabriel de Araujo, Shenghan Zhou, Hanwen Zhang, Ziheng Huang, Chenyu You, Xiaohui Xie |
| 2026 | AAAI | OPLoRA: Orthogonal Projection LoRA Prevents Catastrophic Forgetting During Parameter-Efficient Fine-Tuning. | Yifeng Xiong, Xiaohui Xie |
| 2026 | IWQoS | Bias in the Shadows: Explore Shortcuts in Encrypted Network Traffic Classification. | Chuyi Wang, Xiaohui Xie, Tongze Wang, Yong Cui |
| 2026 | IWQoS | IntentVQA: A QoE-Aware Cloud-End Collaborative System for Video QA. | Yishuo Zhang, Lanshan Zhang, Yaya Wei, Ziyan Zhong, Xiaohui Xie, Ziyi Wang, Wendong Wang |
| 2026 | SIGGRAPH | OmniRoam: World Wandering via Long-Horizon Panoramic Video Generation. | Yuheng Liu, Xin Lin, Xinke Li, Baihan Yang, Chen Wang, Kalyan Sunkavalli, Yannick Hold-Geoffroy, Hao Tan, Kai Zhang, Xiaohui Xie, Zifan Shi, Yiwei Hu |
| 2026 | SIGMETRICS | PEMI: Transparent Performance Enhancements for QUIC. | Jie Zhang, Lei Zhang, Ziyi Wang, Chenxiang Sun, Yuming Hu, Xiaohui Xie, Zeqi Lai, Yong Cui |
| 2025 | CCS | FlowSentry: Accelerating NetFlow-based DDoS Detection. | Xiaoyu He, Xiaohui Xie, Xin Wang, Lei Zhang, Kun Xie, Lin Chen, Yong Cui |
| 2025 | ICCV | GeoDiff: Geometry-Guided Diffusion for Metric Depth Estimation. | Tuan Pham, Thanh-Tung Le, Xiaohui Xie, Stephan Mandt |
| 2025 | ICCV | Ouroboros: Single-Step Diffusion Models for Cycle-Consistent Forward and Inverse Rendering. | Shanlin Sun, Yifan Wang, Hanwen Zhang, Yifeng Xiong, Qin Ren, Ruogu Fang, Xiaohui Xie, Chenyu You |
| 2025 | ICNP | Modeling Flow-level Traffic Demand for Network Performance Evaluation and Optimization. | Sijiang Huang, Xiaohui Xie, Mowei Wang, Lingfeng Peng, Cong Li, Yong Zhang, Yingjie Qin, Liang Zhang, Yong Cui |
| 2025 | ICNP | INTA: Intent-Based Translation for Network Configuration with LLM Agents. | Yunze Wei, Xiaohui Xie, Tianshuo Hu, Yiwei Zuo, Xinyi Chen, Kaiwen Chi, Yong Cui |
| 2025 | ICNP | 6GQoS: A Flow-Level QoS Assurance Framework for Next-Generation 6G Networks. | Gang Yi, Tongze Wang, Liang Du, Xiaohui Xie, Ling Deng, Shixian Deng, Yong Cui |
| 2025 | MICCAI | XOCT: Enhancing OCT to OCTA Translation via Cross-Dimensional Supervised Multi-scale Feature Learning. | Pooya Khosravi, Kun Han, Anthony T. Wu, Arghavan Rezvani, Zexin Feng, Xiaohui Xie |
| 2024 | BMVC | Hybrid-CSR: Coupling Explicit and Implicit Reconstruction of Cortical Surface. | Shanlin Sun, Tung Le, Pooya Khosravi, Chenyu You, Kun Han, Haoyu Ma, Deying Kong, Xiangyi Yan, Xiaohui Xie |
| 2024 | CVPR | Integrating Efficient Optimal Transport and Functional Maps for Unsupervised Shape Correspondence Learning. | Tung Le, Khai Nguyen, Shanlin Sun, Nhat Ho, Xiaohui Xie |
| 2024 | CVPR | MaskINT: Video Editing via Interpolative Non-autoregressive Masked Transformers. | Haoyu Ma, Shahin Mahdizadehaghdam, Bichen Wu, Zhipeng Fan, Yuchao Gu, Wenliang Zhao, Lior Shapira, Xiaohui Xie |
| 2024 | CVPR | LidaRF: Delving into Lidar for Neural Radiance Field on Street Scenes. | Shanlin Sun, Bingbing Zhuang, Ziyu Jiang, Buyu Liu, Xiaohui Xie, Manmohan Chandraker |
| 2024 | HIC | GNN4EEG: A Benchmark and Toolkit for Electroencephalography Classification with Graph Neural Network. | Kaiyuan Zhang, Ziyi Ye, Qingyao Ai, Xiaohui Xie, Yiqun Liu |
| 2024 | ICLR | Diffeomorphic Mesh Deformation via Efficient Optimal Transport for Cortical Surface Reconstruction. | Thanh-Tung Le, Khai Nguyen, Shanlin Sun, Kun Han, Nhat Ho, Xiaohui Xie |
| 2024 | ICNP | E-DDoS: An Evaluation System for DDoS Attack Detection. | Kaiwen Chi, Xiaohui Xie, Yannan Hu, Dongyang Zhao, Yuming Xie, Liang Zhang, Yong Cui |
| 2024 | ICNP | Ptu: Pre-Trained Model for Network Traffic Understanding. | Lingfeng Peng, Xiaohui Xie, Sijiang Huang, Ziyi Wang, Yong Cui |
| 2024 | ICNP | Netmamba: Efficient Network Traffic Classification Via Pre-Training Unidirectional Mamba. | Tongze Wang, Xiaohui Xie, Wenduo Wang, Chuyi Wang, Youjian Zhao, Yong Cui |
| 2024 | IJCNN | HierCas: Hierarchical Temporal Graph Attention Networks for Popularity Prediction in Information Cascades. | Zhizhen Zhang, Xiaohui Xie, Yishuo Zhang, Lanshan Zhang, Yong Jiang |
| 2024 | IWQoS | TransPortal: Keeping Applications Enjoying Tailored Transport Effortlessly. | Jie Zhang, Xutong Zuo, Xiaohui Xie, Wei Wang, Yong Cui |
| 2024 | MICCAI | On-the-Fly Guidance Training for Medical Image Registration. | Yuelin Xin, Yicheng Chen, Shengxiang Ji, Kun Han, Xiaohui Xie |
| 2024 | SMC | Resolving Spurious Temporal Location Dependency for Video Corpus Moment Retrieval. | Yishuo Zhang, Lanshan Zhang, Zhizhen Zhang, Ziyi Wang, Xiaohui Xie, Wendong Wang |
| 2024 | WACV | Hybrid Neural Diffeomorphic Flow for Shape Representation and Generation via Triplane. | Kun Han, Shanlin Sun, Thanh-Tung Le, Xiangyi Yan, Haoyu Ma, Chenyu You, Xiaohui Xie |
| 2024 | WACV | Self-Sampling Meta SAM: Enhancing Few-shot Medical Image Segmentation with Meta-Learning. | Tianang Leng, Yiming Zhang, Kun Han, Xiaohui Xie |
| 2024 | WACV | CVTHead: One-shot Controllable Head Avatar with Vertex-feature Transformer. | Haoyu Ma, Tong Zhang, Shanlin Sun, Xiangyi Yan, Kun Han, Xiaohui Xie |
| 2024 | WACV | AFTer-SAM: Adapting SAM with Axial Fusion Transformer for Medical Imaging Segmentation. | Xiangyi Yan, Shanlin Sun, Kun Han, Thanh-Tung Le, Haoyu Ma, Chenyu You, Xiaohui Xie |
| 2023 | AAAI | Peeling the Onion: Hierarchical Reduction of Data Redundancy for Efficient Vision Transformer Training. | Zhenglun Kong, Haoyu Ma, Geng Yuan, Mengshu Sun, Yanyue Xie, Peiyan Dong, Xin Meng, Xuan Shen, Hao Tang, Minghai Qin, Tianlong Chen, Xiaolong Ma, Xiaohui Xie, Zhangyang Wang, Yanzhi Wang |
| 2023 | CIKM | Understanding User Immersion in Online Short Video Interaction. | Zhiyu He, Shaorun Zhang, Peijie Sun, Jiayu Li, Xiaohui Xie, Min Zhang, Yiqun Liu |
| 2023 | MICCAI | MedGen3D: A Deep Generative Framework for Paired 3D Image and Mask Generation. | Kun Han, Yifeng Xiong, Chenyu You, Pooya Khosravi, Shanlin Sun, Xiangyi Yan, James S. Duncan, Xiaohui Xie |
| 2023 | MICCAI | Localized Region Contrast for Enhancing Self-supervised Learning in Medical Image Segmentation. | Xiangyi Yan, Junayed Naushad, Chenyu You, Hao Tang, Shanlin Sun, Kun Han, Haoyu Ma, James S. Duncan, Xiaohui Xie |
| 2023 | SIGIR | T2Ranking: A Large-scale Chinese Benchmark for Passage Ranking. | Xiaohui Xie, Qian Dong, Bingning Wang, Feiyang Lv, Ting Yao, Weinan Gan, Zhijing Wu, Xiangsheng Li, Haitao Li, Yiqun Liu, Jin Ma |
| 2023 | WACV | Diffeomorphic Image Registration with Neural Velocity Field. | Kun Han, Shanlin Sun, Xiangyi Yan, Chenyu You, Hao Tang, Junayed Naushad, Haoyu Ma, Deying Kong, Xiaohui Xie |
| 2023 | WACV | Representation Recovering for Self-Supervised Pre-training on Medical Images. | Xiangyi Yan, Junayed Naushad, Shanlin Sun, Kun Han, Hao Tang, Deying Kong, Haoyu Ma, Chenyu You, Xiaohui Xie |
| 2022 | CIKM | Evaluating Interpolation and Extrapolation Performance of Neural Retrieval Models. | Jingtao Zhan, Xiaohui Xie, Jiaxin Mao, Yiqun Liu, Jiafeng Guo, Min Zhang, Shaoping Ma |
| 2022 | CVPR | EI-CLIP: Entity-aware Interventional Contrastive Learning for E-commerce Cross-modal Retrieval. | Haoyu Ma, Handong Zhao, Zhe Lin, Ajinkya Kale, Zhangyang Wang, Tong Yu, Jiuxiang Gu, Sunav Choudhary, Xiaohui Xie |
| 2022 | CVPR | Topology-Preserving Shape Reconstruction and Registration via Neural Diffeomorphic Flow. | Shanlin Sun, Kun Han, Deying Kong, Hao Tang, Xiangyi Yan, Xiaohui Xie |
| 2022 | ECCV | Identity-Aware Hand Mesh Estimation and Personalization from RGB Images. | Deying Kong, Linguang Zhang, Liangjian Chen, Haoyu Ma, Xiangyi Yan, Shanlin Sun, Xingwei Liu, Kun Han, Xiaohui Xie |
| 2022 | ECCV | PPT: Token-Pruned Pose Transformer for Monocular and Multi-view Human Pose Estimation. | Haoyu Ma, Zhe Wang, Yifei Chen, Deying Kong, Liangjian Chen, Xingwei Liu, Xiangyi Yan, Hao Tang, Xiaohui Xie |
| 2022 | WWW | Towards a Better Understanding of Human Reading Comprehension with Brain Signals. | Ziyi Ye, Xiaohui Xie, Yiqun Liu, Zhihong Wang, Xuesong Chen, Min Zhang, Shaoping Ma |
| 2022 | WWW | Global or Local: Constructing Personalized Click Models for Web Search. | Junqi Zhang, Yiqun Liu, Jiaxin Mao, Xiaohui Xie, Min Zhang, Shaoping Ma, Qi Tian |
| 2022 | SIGIR | Axiomatically Regularized Pre-training for Ad hoc Search. | Jia Chen, Yiqun Liu, Yan Fang, Jiaxin Mao, Hui Fang, Shenghao Yang, Xiaohui Xie, Min Zhang, Shaoping Ma |
| 2022 | SIGIR | Why Don't You Click: Understanding Non-Click Results in Web Search with Brain Signals. | Ziyi Ye, Xiaohui Xie, Yiqun Liu, Zhihong Wang, Xuancheng Li, Jiaji Li, Xuesong Chen, Min Zhang, Shaoping Ma |
| 2022 | WACV | AFTer-UNet: Axial Fusion Transformer UNet for Medical Image Segmentation. | Xiangyi Yan, Hao Tang, Shanlin Sun, Haoyu Ma, Deying Kong, Xiaohui Xie |
| 2022 | WSDM | Web Search via an Efficient and Effective Brain-Machine Interface. | Xuesong Chen, Ziyi Ye, Xiaohui Xie, Yiqun Liu, Xiaorong Gao, Weihang Su, Shuqi Zhu, Yike Sun, Min Zhang, Shaoping Ma |
| 2021 | BMVC | TransFusion: Cross-view Fusion with Transformer for 3D Human Pose Estimation. | Haoyu Ma, Liangjian Chen, Deying Kong, Zhe Wang, Xingwei Liu, Hao Tang, Xiangyi Yan, Yusheng Xie, Shih-Yao Lin, Xiaohui Xie |
| 2021 | ICCV | Recurrent Mask Refinement for Few-Shot Medical Image Segmentation. | Hao Tang, Xingwei Liu, Shanlin Sun, Xiangyi Yan, Xiaohui Xie |
| 2021 | ICLR | Undistillable: Making A Nasty Teacher That CANNOT teach students. | Haoyu Ma, Tianlong Chen, Ting-Kuei Hu, Chenyu You, Xiaohui Xie, Zhangyang Wang |
| 2021 | ICRA | Test-Time Training for Deformable Multi-Scale Image Registration. | Wentao Zhu, Yufang Huang, Daguang Xu, Zhen Qian, Wei Fan, Xiaohui Xie |
| 2021 | KDD | PD-Net: Quantitative Motor Function Evaluation for Parkinson's Disease via Automated Hand Gesture Analysis. | Yifei Chen, Haoyu Ma, Jiangyuan Wang, Jianbao Wu, Xian Wu, Xiaohui Xie |
| 2021 | WWW | Constructing a Comparison-based Click Model for Web Search. | Ruizhe Zhang, Xiaohui Xie, Jiaxin Mao, Yiqun Liu, Min Zhang, Shaoping Ma |
| 2021 | WACV | MVHM: A Large-Scale Multi-View Hand Mesh Benchmark for Accurate 3D Hand Pose Estimation. | Liangjian Chen, Shih-Yao Lin, Yusheng Xie, Yen-Yu Lin, Xiaohui Xie |
| 2021 | WACV | Temporal-Aware Self-Supervised Learning for 3D Hand Pose and Mesh Estimation in Videos. | Liangjian Chen, Shih-Yao Lin, Yusheng Xie, Yen-Yu Lin, Xiaohui Xie |
| 2021 | WACV | Spatial Context-Aware Self-Attention Model For Multi-Organ Segmentation. | Hao Tang, Xingwei Liu, Kun Han, Xiaohui Xie, Xuming Chen, Qian Huang, Yong Liu, Shanlin Sun, Narisu Bai |
| 2020 | BMVC | SIA-GCN: A Spatial Information Aware Graph Neural Network with 2D Convolutions for Hand Pose Estimation. | Deying Kong, Haoyu Ma, Xiaohui Xie |
| 2020 | ICLR | Dynamically Pruned Message Passing Networks for Large-scale Knowledge Graph Reasoning. | Xiaoran Xu, Wei Feng, Yunsheng Jiang, Xiaohui Xie, Zhiqing Sun, Zhi-Hong Deng |
| 2020 | SIGIR | Modeling User Behavior for Vertical Search: Images, Apps and Products. | Xiaohui Xie, Jiaxin Mao, Yiqun Liu, Maarten de Rijke |
| 2020 | SIGIR | Preference-based Evaluation Metrics for Web Image Search. | Xiaohui Xie, Jiaxin Mao, Yiqun Liu, Maarten de Rijke, Haitian Chen, Min Zhang, Shaoping Ma |
| 2020 | SIGIR | Models Versus Satisfaction: Towards a Better Understanding of Evaluation Metrics. | Fan Zhang, Jiaxin Mao, Yiqun Liu, Xiaohui Xie, Weizhi Ma, Min Zhang, Shaoping Ma |
| 2020 | WACV | DGGAN: Depth-image Guided Generative Adversarial Networks for Disentangling RGB and Depth Images in 3D Hand Pose Estimation. | Liangjian Chen, Shih-Yao Lin, Yusheng Xie, Yen-Yu Lin, Wei Fan, Xiaohui Xie |
| 2020 | WACV | Nonparametric Structure Regularization Machine for 2D Hand Pose Estimation. | Yifei Chen, Haoyu Ma, Deying Kong, Xiangyi Yan, Jianbao Wu, Wei Fan, Xiaohui Xie |
| 2020 | WACV | Rotation-invariant Mixed Graphical Model Network for 2D Hand Pose Estimation. | Deying Kong, Haoyu Ma, Yifei Chen, Xiaohui Xie |
| 2019 | BMVC | TAGAN: Tonality Aligned Generative Adversarial Networks for Realistic Hand Pose Synthesis. | Liangjian Chen, Shih-Yao Lin, Yusheng Xie, Hui Tang, Yufan Xue, Yen-Yu Lin, Xiaohui Xie, Wei Fan |
| 2019 | BMVC | Adaptive Graphical Model Network for 2D Handpose Estimation. | Deying Kong, Yifei Chen, Haoyu Ma, Xiangyi Yan, Xiaohui Xie |
| 2019 | CIKM | Improving Web Image Search with Contextual Information. | Xiaohui Xie, Jiaxin Mao, Yiqun Liu, Maarten de Rijke, Qingyao Ai, Yufei Huang, Min Zhang, Shaoping Ma |
| 2019 | ICCV | VTNFP: An Image-Based Virtual Try-On Network With Body and Clothing Feature Preservation. | Ruiyun Yu, Xiaoqi Wang, Xiaohui Xie |
| 2019 | ICDM | Network2Vec: Learning Node Representation Based on Space Mapping in Networks. | Zhenhua Huang, Zhenyu Wang, Rui Zhang, Yangyang Zhao, Xiaohui Xie, Sharad Mehrotra |
| 2019 | MICCAI | NoduleNet: Decoupled False Positive Reduction for Pulmonary Nodule Detection and Segmentation. | Hao Tang, Chupeng Zhang, Xiaohui Xie |
| 2019 | MICCAI | A Combined Deep Learning-Gradient Boosting Machine Framework for Fluid Intelligence Prediction. | Yeeleng Scott Vang, Yingxin Cao, Xiaohui Xie |
| 2019 | PAKDD | Sequential Embedding Induced Text Clustering, a Non-parametric Bayesian Approach. | Tiehang Duan, Qi Lou, Sargur N. Srihari, Xiaohui Xie |
| 2019 | WWW | Grid-based Evaluation Metrics for Web Image Search. | Xiaohui Xie, Jiaxin Mao, Yiqun Liu, Maarten de Rijke, Yunqiu Shao, Zixin Ye, Min Zhang, Shaoping Ma |
| 2019 | WSDM | User Behavior Modeling for Web Image Search. | Xiaohui Xie |
| 2018 | MICCAI | DeepEM: Deep 3D ConvNets with EM for Weakly Supervised Pulmonary Nodule Detection. | Wentao Zhu, Yeeleng Scott Vang, Yufang Huang, Xiaohui Xie |
| 2018 | SIGIR | Constructing an Interaction Behavior Model for Web Image Search. | Xiaohui Xie, Jiaxin Mao, Maarten de Rijke, Ruizhe Zhang, Min Zhang, Shaoping Ma |
| 2018 | WACV | Structured Triplet Learning with POS-Tag Guided Attention for Visual Question Answering. | Zhe Wang, Xiaoyi Liu, Limin Wang, Yu Qiao, Xiaohui Xie, Charless C. Fowlkes |
| 2018 | WACV | DeepLung: Deep 3D Dual Path Nets for Automated Pulmonary Nodule Detection and Classification. | Wentao Zhu, Chaochun Liu, Wei Fan, Xiaohui Xie |
| 2018 | WSDM | Why People Search for Images using Web Search Engines. | Xiaohui Xie, Yiqun Liu, Maarten de Rijke, Jiyin He, Min Zhang, Shaoping Ma |
| 2017 | IPCCC | Robust passive static human detection with commodity WiFi devices. | Hai Zhu, Fu Xiao, Lijuan Sun, Xiaohui Xie, Ruchuan Wang |
| 2017 | MICCAI | Deep Multi-instance Networks with Sparse Label Assignment for Whole Mammogram Classification. | Wentao Zhu, Qi Lou, Yeeleng Scott Vang, Xiaohui Xie |
| 2017 | SIGIR | Investigating Examination Behavior of Image Search Users. | Xiaohui Xie, Yiqun Liu, Xiaochuan Wang, Meng Wang, Zhijing Wu, Yingying Wu, Min Zhang, Shaoping Ma |
| 2016 | AAAI | Co-Occurrence Feature Learning for Skeleton Based Action Recognition Using Regularized Deep LSTM Networks. | Wentao Zhu, Cuiling Lan, Junliang Xing, Wenjun Zeng, Yanghao Li, Li Shen, Xiaohui Xie |
| 2016 | ICDE | Hobbes3: Dynamic generation of variable-length signatures for efficient approximate subsequence mappings. | Jongik Kim, Chen Li, Xiaohui Xie |
| 2015 | IPCCC | R-PMD: robust passive motion detection using PHY information with MIMO. | Hai Zhu, Fu Xiao, Lijuan Sun, Xiaohui Xie, Panlong Yang, Ruchuan Wang |
| 2015 | SENSYS | Invisible Cloak Fails: CSI-based Passive Human Detection. | Fu Xiao, Xiaohui Xie, Hai Zhu, Lijuan Sun, Ruchuan Wang |
| 2013 | ICDE | Efficient direct search on compressed genomic data. | Xiaochun Yang, Bin Wang, Chen Li, Jiaying Wang, Xiaohui Xie |
| 2011 | RECOMB | AREM: Aligning Short Reads from ChIP-Sequencing by Expectation Maximization. | Daniel Newkirk, Jacob Biesinger, Alvin Chon, Kyoko Yokomori, Xiaohui Xie |
| 2007 | ICIP | A Shape Detection Method Based on the Radial Symmetry Nature and Direction-Discriminated Voting. | Gang Wu, Weijie Liu, Xiaohui Xie, Qiang Wei |