| 2026 | AAAI | MIRA: Evaluating Multimodal AI on Complex Clinical Reasoning in Interventional Radiology. | Jingxiong Li, Chenglu Zhu, Sunyi Zheng, Yuxuan Sun, Yifei Wang, He Liu, Yunlong Zhang, Yixuan Si, Lin Yang, Liang Xiao |
| 2026 | AAAI | Robust Single-Stage Fully Sparse 3D Object Detection via Detachable Latent Diffusion. | Wentao Qu, Guofeng Mei, Jing Wang, Yujiao Wu, Xiaoshui Huang, Liang Xiao |
| 2026 | HCI | Designing for Label-Bias Mitigation in AI-Generated Art: Synart's Audience-to-Creator Feedback Loop. | Liang Xiao, Yishan Duan, Xiya Chen, Yuxuan Zhang |
| 2026 | PAKDD | Cross-Domain Aspect Sentiment Triplet Extraction Based on Generative Data Augmentation and Pseudo-Label Optimization. | Zhou Zou, Jianxia Chen, Long Yang, Ninglong Ding, Liang Xiao, Zhongwei Huang |
| 2026 | WCNC | RLCVP: Collaborative Vehicular Perception Against Data Fabrication Attacks. | Zhiping Lin, Hongyi Chen, Liang Xiao, Zefang Lv, Chen Chen, Liqing Ye |
| 2025 | CVPR | An End-to-End Robust Point Cloud Semantic Segmentation Network with Single-Step Conditional Diffusion Models. | Wentao Qu, Jing Wang, Yongshun Gong, Xiaoshui Huang, Liang Xiao |
| 2025 | GLOBECOM | WiFi CSI Based Energy-Efficient Drone Detection. | Qiaoxin Chen, Changjin Yu, Liang Xiao, Jieling Li, Yunjun Zhu, Liqing Ye |
| 2025 | GLOBECOM | Jamming-Resilient Maritime UAV Routing Against Gray-Hole Attacks. | Jieling Li, Tuhao Li, Liang Xiao, Liqing Ye, Pengcheng Wang |
| 2025 | GLOBECOM | Reinforcement Learning Based Edge-Assisted Dynamic Inference for Mobile Vision. | Yu Liu, Liang Xiao, Tuhao Li, Zefang Lv, Ziyue Qiao, Hui Xiong |
| 2025 | HCI | The Empathy Mechanism of Human-Plant Interaction in Horticulture Therapy in Digital Media Era: Types, Characteristics and Potentiality. | Liang Xiao, Yuqi Liu |
| 2025 | ICASSP | RF Distillation Diffusion Model: An Efficient RFF Data Augmentation Method. | Kai Lin, Caidan Zhao, Jingqian Chen, Liang Xiao |
| 2025 | ICASSP | Multi-scale Feature Interaction and Adaptive Experts for Panoptic Segmentation in Remote Sensing Images. | Zhenkun Sun, Jia Liu, Wenhua Zhang, Fang Liu, Jingxiang Yang, Liang Xiao |
| 2025 | ICASSP | Mask-guided Multi-scale Spatial-Spectral Transformer for Snapshot Compressive Imaging. | Heyuan Yin, Jingxiang Yang, Jia Liu, Liang Xiao |
| 2025 | ICASSP | Part in Part Embedding Network for Zero-Shot Learning. | Zhexian Zhou, Liang Xiao, Guo-Sen Xie |
| 2025 | ICCAD | ChronoTE: Crosstalk-Aware Timing Estimation for Routing Optimization via Edge-Enhanced GNNs. | Leilei Jin, Rongliang Fu, Zhen Zhuang, Liang Xiao, Fangzhou Liu, Bei Yu, Tsung-Yi Ho |
| 2025 | ICSA | Improving Clinical Decision Support: Architecture Design of a Multi-agent System based on an Argument Quality Assessment Ontology. | Pengfei Liu, Liang Xiao |
| 2025 | VTC | RL-based Anti-Jamming Maritime Communications for Multi-Modal Perception. | Huanhuan Liu, Weiqi Lin, Liang Xiao, Pengli Zhang, Haoyu Chen, Zefang Lv |
| 2025 | WCNC | Learning-Based Low-Latency Collaborative Inference for Multi-Branch Models in D2D-Assisted MEC. | Kai Guo, Yilin Xiao, Xiaozhen Lu, Liang Xiao |
| 2024 | COMPSAC | Interlinking Clinical Guidelines via Mining Medical Literature Knowledge for Multi-Morbidity Decision-Making. | Hang Yang, Liang Xiao, Rujun Zhu, Ziji Liu, Jianxia Chen |
| 2024 | CVPR | DriveWorld: 4D Pre-Trained Scene Understanding via World Models for Autonomous Driving. | Chen Min, Dawei Zhao, Liang Xiao, Jian Zhao, Xinli Xu, Zheng Zhu, Lei Jin, Jianshu Li, Yulan Guo, Junliang Xing, Liping Jing, Yiming Nie, Bin Dai |
| 2024 | CVPR | A Conditional Denoising Diffusion Probabilistic Model for Point Cloud Upsampling. | Wentao Qu, Yuantian Shao, Lingwu Meng, Xiaoshui Huang, Liang Xiao |
| 2024 | GLOBECOM | Reinforcement Learning Based Collaborative Perception for Vehicular Networks. | Hongyi Chen, Zhiping Lin, Yunjun Zhu, Jieling Li, Liang Xiao, Yuliang Tang, Yanyong Zhang |
| 2024 | GLOBECOM | Joint Channel Selection and Power Control for Multi-UAV-Enabled Anti-Jamming Communications Based on Game Guided Reinforcement Learning. | Yihui Chen, Helin Yang, Changyuan Xu, Ziling Shao, Liang Xiao, Yifu Jiang, Zehui Xiong |
| 2024 | GLOBECOM | Reinforcement Learning Based Energy-Efficient Anti-Jamming NB-IoT Communications. | Shuohua Wang, Huanhuan Liu, Zefang Lv, Jieling Li, Liang Xiao |
| 2024 | ICANN | Improved Multi-hop Reasoning Through Sampling and Aggregating. | Mengyu Luo, Jianxia Chen, Qi Yan, Gaohang Jiang, Shi Dong, Liang Xiao, Zhongwei Huang |
| 2024 | ICANN | Click-Through Rate Prediction Based on Filtering-Enhanced with Multi-head Attention. | Meihan Yao, Shuxi Zhang, Lang lv, Jianxia Chen, Mengyu Lu, Gaohang Jiang, Liang Xiao, Zhina Song |
| 2024 | ICCAD | InstantGR: Scalable GPU Parallelization for Global Routing. | Shiju Lin, Liang Xiao, Jinwei Liu, Evangeline F. Y. Young |
| 2024 | ICIP | Reinforcement Learning-Based Secure Video Transmission For IOV Systems. | Lixin Liu, Zhibo Liu, Xiaozhen Lu, Yanling Bu, Bin Han, Liang Xiao |
| 2024 | IGARSS | Vision-Language Joint Learning for Box-Supervised Change Detection in Remote Sensing. | Kanghua Yin, Fang Liu, Jia Liu, Liang Xiao |
| 2024 | IGARSS | Spectral-Spatial Attentions and Deep Supervision for Change Detection in Remote Sensing Images. | Xia Zhang, Jia Liu, Wenhua Zhang, Fang Liu, Jingxiang Yang, Liang Xiao |
| 2024 | IJCNN | CSIA-GCN: A Doctor Recommendation Model Based on Interactive Graph Convolutional Networks. | Yingjie Zhang, Jianxia Chen, Zhou Zou, Meihan Yao, Shuxi Zhang, Liang Xiao |
| 2024 | ISPA | Reinforcement Learning based Edge-Assisted Inference for Maritime UAV Networks. | Chuxuan Wang, Jieling Li, Liqing Ye, Yu Liu, Liang Xiao |
| 2024 | KSEM | Reinforced Subject-Aware Graph Neural Network for Related Work Generation. | Luyao Yu, Qi Zhang, Chongyang Shi, An Lao, Liang Xiao |
| 2024 | MICCAI | TSBP: Improving Object Detection in Histology Images via Test-Time Self-guided Bounding-Box Propagation. | Tingting Yang, Liang Xiao, Yizhe Zhang |
| 2024 | VTC | Intelligent Energy-Efficient and Fair Resource Scheduling for UAV-Assisted Space-Air-Ground Integrated Networks Under Jamming Attacks. | Shihao Chen, Helin Yang, Liang Xiao, Changyuan Xu, Xianzhong Xie, Wanting Yang, Zehui Xiong |
| 2024 | VTC | Reinforcement Learning Based Interference Coordination for Port Communications. | Siyao Li, Chuhuan Liu, Yifan Chen, Liang Xiao, Helin Yang |
| 2024 | VTC | Energy-Efficient Resource Management for Multi-UAV NOMA Networks Based on Deep Reinforcement Learning. | Xiangda Lin, Helin Yang, Kailong Lin, Liang Xiao, Zhaoyuan Shi, Wanting Yang, Zehui Xiong |
| 2024 | VTC | Reinforcement Learning Based Jamming Detection for Reliable Wireless Communications. | Chen Wang, Yifan Chen, Zhiping Lin, Qiaoxin Chen, Liang Xiao |
| 2024 | VTC | Efficient Normalizing Flow-Based Radio Frequency Fingerprinting Identification for Network Security. | Weiwei Zeng, Helin Yang, Kailong Lin, Liang Xiao |
| 2024 | WCNC | Risk-Aware Reinforcement Learning Based Federated Learning Framework for Io V. | Yuhan Chen, Zhibo Liu, Xiaozhen Lu, Liang Xiao |
| 2024 | WCNC | Reinforcement Learning Based QoS-Aware Anti-Jamming Underwater Video Transmission. | Shiyu Sun, Shun Chen, Shaoxuan Li, Zefang Lv, Liang Xiao, Wei Su |
| 2024 | WCNC | Energy-Efficient Anti-Jamming Metaverse Resource Allocation Based on Reinforcement Learning. | Yiwen Zhan, Jinming Zhang, Zhiping Lin, Liang Xiao |
| 2024 | WWW | MSynFD: Multi-hop Syntax Aware Fake News Detection. | Liang Xiao, Qi Zhang, Chongyang Shi, Shoujin Wang, Usman Naseem, Liang Hu |
| 2023 | CSCWD | The Design of a Multi-Agent Protocol for Swarm Decision Making. | Xiaorui Guo, Liang Xiao |
| 2023 | CSCWD | An Intelligent Human-Agent Interaction Support System in Medicine. | Pengfei Liu, Liang Xiao |
| 2023 | CSCWD | A Multimodal Knowledge Graph for Medical Decision Making Centred Around Personal Values. | Zhang Liu, Liang Xiao, Jianxia Chen, Lili Song, Peng Qi, Zefang Tong |
| 2023 | EMNLP | Multiview Clickbait Detection via Jointly Modeling Subjective and Objective Preference. | Chongyang Shi, Yijun Yin, Qi Zhang, Liang Xiao, Usman Naseem, Shoujin Wang, Liang Hu |
| 2023 | GLOBECOM | Multi-Agent Reinforcement Learning for Wireless Networks Against Adversarial Communications. | Zefang Lv, Yifan Chen, Liang Xiao, Helin Yang, Xiangyang Ji |
| 2023 | GLOBECOM | Efficient Communications for Multi-Agent Reinforcement Learning in Wireless Networks. | Zefang Lv, Yousong Du, Yifan Chen, Liang Xiao, Shuai Han, Xiangyang Ji |
| 2023 | GLOBECOM | Reinforcement Learning Based Energy-Efficient Routing with Latency Constraints for FANETs. | Xuchen Qi, Jieling Li, Zefang Lv, Liang Xiao |
| 2023 | GLOBECOM | Energy and Latency-Aware Resource Management for UAV-Assisted Mobile Edge Computing Against Jamming. | Ziling Shao, Helin Yang, Liang Xiao, Wei Su, Zehui Xiong |
| 2023 | GLOBECOM | Joint Trajectory Optimization and Power Control for Cognitive UAV-Assisted Secure Communications. | Can Wang, Helin Yang, Liang Xiao, Huabing Lu, Zehui Xiong |
| 2023 | GLOBECOM | Reliable Communications for Hypersonic Vehicles: A Reinforcement Learning Approach. | Jingchen Xu, Yifan Chen, Zhiping Lin, Yousong Du, Helin Yang, Liang Xiao |
| 2023 | ICIP | Learnable Snake R-CNN for Instance-Level Biomedical Image Segmentation. | Jie Song, Ziyun Cai, Yurong Song, Guoping Jiang, Zhichao Lian, Liang Xiao |
| 2023 | ICONIP | A Novel Interaction Convolutional Network Based on Dependency Trees for Aspect-Level Sentiment Analysis. | Lei Mao, Jianxia Chen, Shi Dong, Liang Xiao, Haoying Si, Shu Li, Xinyun Wu |
| 2023 | IGARSS | Spatial-Preserving and Edge-Orienting High-Resolution Network for Remote Sensing Change Detection. | Jiaqi An, Fang Liu, Jia Liu, Liang Xiao, Xu Tang |
| 2023 | IGARSS | Domain-Specific and Domain-Common Feature Enhancement for Cross-Domain Few-Shot Hyperspectral Image Classification. | Wenfei Gao, Fang Liu, Jia Liu, Liang Xiao, Xu Tang |
| 2023 | IGARSS | Siamese Recurrent Residual Refinement Network for High-Resolution Image Change Detection. | Chengwei Huang, Ling Hu, Wenzhi Liao, Liang Xiao |
| 2023 | IGARSS | A Multi-Scale Deep Feature Learning and Semantic Enhancement Approach for Remote Sensing Scene Classification. | Hengyi Huang, Wenzhen Wang, Wenzhi Liao, Liang Xiao |
| 2023 | IGARSS | Unsupervised Domain Adaption for Remote Sensing Semantic Segmentation with Self-Attention Mechanism. | Keming Liu, Fang Liu, Jia Liu, Liang Xiao, Xu Tang |
| 2023 | IGARSS | Edge-Guided Feature Dense Fusion Network for Remote Sensing Image Change Detection. | Hejun Luo, Jia Liu, Fang Liu, Wenhua Zhang, Jingxiang Yang, Liang Xiao |
| 2023 | SMC | Redistillation of Radio Frequency Knowledge for RFF Imbalanced Sample Recognition. | Xiaolin Fan, Caidan Zhao, Liang Xiao, Yang Lei |
| 2023 | WCNC | Random Railings Enhancement For RFF Imbalanced Data Augmentation. | Xiaolin Fan, Caidan Zhao, Liang Xiao, Xiangyu Huang |
| 2023 | SEKE | Aspect-level Sentiment Analysis Based on Convolutional Network with Dependency Tree. | Lei Mao, Jianxia Chen, Shi Dong, Liang Xiao, Haoying Si, Xinyun Wu |
| 2022 | ACCV | Learning Texture Enhancement Prior with Deep Unfolding Network for Snapshot Compressive Imaging. | Mengying Jin, Zhihui Wei, Liang Xiao |
| 2022 | CBMS | Towards Evidence-based Argumentation Graph for Clinical Decision Support. | Liang Xiao |
| 2022 | CBMS | A goal-driven approach for clinical decision conflict detection and its application to the treatment of multimorbidity. | Yunlong Ye, Liang Xiao |
| 2022 | COMPSAC | An Emotion-fused Medical Knowledge Graph and its Application in Decision Support. | Zhang Liu, Liang Xiao, Jianxia Chen, He Yu, Yunlong Ye |
| 2022 | ECCV | Automatic Check-Out via Prototype-Based Classifier Learning from Single-Product Exemplars. | Hao Chen, Xiu-Shen Wei, Faen Zhang, Yang Shen, Hui Xu, Liang Xiao |
| 2022 | GLOBECOM | Environment-Aware Reinforcement Learning Based VANET Communications Against Jamming and Interference. | Zhiping Lin, Xiaohao Yan, Liang Xiao, Yan Shi, Yuliang Tang, Jun Liu |
| 2022 | IGARSS | Manifold Augmentation Based Self-Supervised Contrastive Learning for Few-Shot Remote Sensing Scene Classification. | Yunrui Sheng, Liang Xiao |
| 2022 | IGARSS | Siamese High-Resolution Network for Change Detection. | Yu Wang, Jia Liu, Fang Liu, Wenhua Zhang, Liang Xiao, Jiao Shi |
| 2022 | IGARSS | Learning a Coupled Multilinear Network for Unsupervised Hyperspectral-Multispectral Image Fusion. | Jingxiang Yang, Liang Xiao |
| 2022 | IGARSS | An Unsupervised Hyperspectral Image Fusion Method Based on Spectral Unmixing and Deep Learning. | Kexin Zheng, Abdolraheem Khader, Liang Xiao |
| 2022 | ICRA | ORFD: A Dataset and Benchmark for Off-Road Freespace Detection. | Chen Min, Weizhong Jiang, Dawei Zhao, Jiaolong Xu, Liang Xiao, Yiming Nie, Bin Dai |
| 2022 | ICRA | Trajectory Prediction for Autonomous Driving with Topometric Map. | Jiaolong Xu, Liang Xiao, Dawei Zhao, Yiming Nie, Bin Dai |
| 2022 | IGARSS | Learning Transformations between Heterogeneous SAR and Optical Images for Change Detection. | Zhenqing Chen, Jia Liu, Fang Liu, Wenhua Zhang, Liang Xiao, Jiao Shi |
| 2022 | IGARSS | An Orientation-Aware Anchor-Free Detector for Aerial Object Detection. | Mudi Duan, Ran Meng, Liang Xiao |
| 2022 | IGARSS | High Speed and Robust RGB-Thermal Tracking via Dual Attentive Stream Siamese Network. | Chaoyang Guo, Liang Xiao |
| 2022 | IGARSS | Spatial-Adaptive and Feature-Enhanced Siamese Network for Change Detection. | Yangguang Liu, Fang Liu, Jia Liu, Xu Tang, Kaixuan Jiang, Liang Xiao |
| 2021 | GLOBECOM | Drone-Aided Network Coding for Secure Wireless Communications: A Reinforcement Learning Approach. | Hongyan Li, Shi Yu, Xiaozhen Lu, Liang Xiao, Li-Chun Wang |
| 2021 | GLOBECOM | 3D Beamforming Based on Deep Learning for Secure Communication in 5G and Beyond Wireless Networks. | Helin Yang, Kwok-Yan Lam, Jiangtian Nie, Jun Zhao, Sahil Garg, Liang Xiao, Zehui Xiong, Mohsen Guizani |
| 2021 | IGARSS | Hyperspectral Image Denoising with Collaborative Total Variation and Low Rank Regularization. | Lu Yang, Jinhuan Xu, Liang Xiao |
| 2021 | IGARSS | Spatial-Spectral Total Variation Constrained Collaborative Tensor Regularization for Dual-Camera Compressive Hyperspectral Imaging. | Zhenghui Liang, Yang Xu, Liang Xiao, Zhihui Wei |
| 2021 | IGARSS | Multi-Supervised Recursive-CNN for Hyperspectral and Multispectral Image Fusion. | Yuda Lu, Jingxiang Yang, Liang Xiao |
| 2020 | GLOBECOM | Learning Based Energy Efficient Radar Power Control Against Deceptive Jamming. | Kexin Liu, Xiaozhen Lu, Liang Xiao, Li Xu |
| 2020 | GLOBECOM | (τ, ϵ)-Greedy Reinforcement Learning For Anti-Jamming Wireless Communications. | Pei-Gen Ye, Yuan-Gen Wang, Jin Li, Liang Xiao, Guopu Zhu |
| 2020 | ICASSP | Video Deblurring Via 3d CNN and Fourier Accumulation Learning. | Fan Yang, Liang Xiao, Jingxiang Yang |
| 2020 | ICPR | Self-Supervised Domain Adaptation with Consistency Training. | Liang Xiao, Jiaolong Xu, Dawei Zhao, Zhiyu Wang, Li Wang, Yiming Nie, Bin Dai |
| 2020 | IGARSS | PERONA-MALIK DIFFUSION DRIVEN CNN FOR SUPERVISED CLASSIFICATION OF HYPERSPECTRAL IMAGES. | Ning Wen, Qichao Liu, Liang Xiao |
| 2020 | IGARSS | A Directional Message Propagation Convolutional Neural Network for Hyperspectral Images Classification. | Jian Yu, Qichao Liu, Liang Xiao, Zhihui Wei |
| 2020 | IGARSS | Bipartite Residual Network for Change Detection in Heterogeneous Optical and Radar Images. | Haocheng Zhang, Jia Liu, Liang Xiao |
| 2020 | IGARSS | Locally Constrained Collaborative Representation Based Fisher's LDA for Clustering of Hyperspectral Images. | Siyu Liu, Nan Huang, Liang Xiao |
| 2020 | VTC | Energy Efficient Relay in UAV Networks Against Jamming: A Reinforcement Learning Based Approach. | Weihang Wang, Xiaozhen Lu, Sicong Liu, Liang Xiao, Bo Yang |
| 2019 | ACL | Cross-Domain NER using Cross-Domain Language Modeling. | Chen Jia, Liang Xiao, Yue Zhang |
| 2019 | CCGRID | ESprint: QoS-Aware Management for Effective Computational Sprinting in Data Centers. | Haoran Cai, Qiang Cao, Feng Sheng, Yang Yang, Changsheng Xie, Liang Xiao |
| 2019 | GLOBECOM | QoE-Aware Power Control for UAV-Aided Media Transmission with Reinforcement Learning. | Yuzhen Ding, Donghua Jiang, Jinhao Huang, Liang Xiao, Sicong Liu, Yuliang Tang, Huaiyu Dai |
| 2019 | GLOBECOM | Privacy Aware Recommendation: Reinforcement Learning Based User Profile Perturbation. | Yilin Xiao, Liang Xiao, Hailu Zhang, Shui Yu, H. Vincent Poor |
| 2019 | ICASSP | Reinforcement Learning with Safe Exploration for Network Security. | Canhuang Dai, Liang Xiao, Xiaoyue Wan, Ye Chen |
| 2019 | ICIG | A Hybrid Convolutional Neural Network with Anisotropic Diffusion for Hyperspectral Image Classification. | Feng Lu, Qichao Liu, Mohsen Molaei, Liang Xiao |
| 2019 | IGARSS | Supervised Hyperspectral Image Classification Via Sparse Separable Convolutional Feature Learning. | Mengfei Song, Jie Song, Liang Xiao |
| 2019 | IGARSS | A Multi-Scale Densely Deep Learning Method for Pansharpening. | Zhikang Xiang, Liang Xiao, Pengfei Liu, Yufei Zhang |
| 2019 | IGARSS | Hyperspectral Unmixing Via Simultaneous Dictionary Refining and Enhanced Sparse Regression. | Tianqi Yang, Yalei Gao, Zhizhong Zheng, Liang Xiao |
| 2019 | IGARSS | Clustering Hyperspectral Images Via Sparse Dictionary Learning with Joint Sparsity and Shared Wavelets. | Nan Huang, Liang Xiao, Songze Tang, Qichao Liu |
| 2019 | IGARSS | Data Augmentation and Refining with Steering Stencils for Supervised Classification of Hyperspectral Image. | Qichao Liu, Liang Xiao, Pengfei Liu, Nan Huang |
| 2019 | VTC | SMDP Based Cross-Area Resource Management for Vehicular Cloud Networks. | Zhuyue Yu, Jiayou Xie, Yuliang Tang, Liang Xiao |
| 2018 | GLOBECOM | Reinforcement Learning Based Power Control for VANET Broadcast against Jamming. | Canhuang Dai, Xingyu Xiao, Liang Xiao, Peng Cheng |
| 2018 | GLOBECOM | Learning Based Power Control for mmWave Massive MIMO against Jamming. | Zhongcheng Xiao, Bin Gao, Sicong Liu, Liang Xiao |
| 2018 | GLOBECOM | Reinforcement Learning-Based Interference Control for Ultra-Dense Small Cells. | Hailu Zhang, Minghui Min, Liang Xiao, Sicong Liu, Peng Cheng, Mugen Peng |
| 2018 | ICIP | Hyperspectral Denoising Via Cross Total Variation-Regularized Unidirectional Nonlocal Low-Rank Tensor Approximation. | Le Sun, Byeungwoo Jeon, Zebin Wu, Liang Xiao |
| 2018 | ICIP | Discriminative Pixel-Pairwise Constraint-Guided Extreme Learning Machine for Semi-Supervised Hyperspectral Image Classification. | Jinhuan Xu, Pengfei Liu, Le Sun, Liang Xiao |
| 2018 | IGARSS | Multivariate Regression-Based Pan-Sharpening With Low Rank Regularization. | Yufei Zhang, Heng Li, Liang Xiao |
| 2018 | IGARSS | Simultaneous Dictionary Sparse Pruning and Collaborative Sparse Regression for Hyperspectral Image Unmixing. | Shengfu Li, Liang Xiao, Zhihui Wei, Ling Qian |
| 2018 | IGARSS | Pan-Sharpening with Hessian Nuclear Norm Induced Spatial Consistency. | Pengfei Liu, Liang Xiao, Songze Tang |
| 2018 | VTC | DQN-Based Power Control for IoT Transmission against Jamming. | Ye Chen, Yanda Li, Dongjin Xu, Liang Xiao |
| 2018 | VTC | Learning-Based Defense against Malicious Unmanned Aerial Vehicles. | Minghui Min, Liang Xiao, Dongjin Xu, Lianfen Huang, Mugen Peng |
| 2017 | BMVC | Pansharpening via Locality-Constrained Sparse Representation. | Songze Tang, Nan Zhou, Liang Xiao |
| 2017 | COMPSAC | Towards an Agent-Oriented Framework for Multidisciplinary Decision Support and Its Application to Triple Assessment of Breast Cancer. | Liang Xiao, John Fox |
| 2017 | GLOBECOM | Anti-Jamming Communication Game for UAV-Aided VANETs. | Xiaozhen Lu, Dongjin Xu, Liang Xiao, Lei Wang, Weihua Zhuang |
| 2017 | GLOBECOM | Anti-Jamming Power Control Game in Unmanned Aerial Vehicle Networks. | Shichao Lv, Liang Xiao, Qing Hu, Xiaoshan Wang, Changzhen Hu, Limin Sun |
| 2017 | GLOBECOM | Reinforcement Learning Based Mobile Offloading for Cloud-Based Malware Detection. | Xiaoyue Wan, Geyi Sheng, Yanda Li, Liang Xiao, Xiaojiang Du |
| 2017 | ICASSP | Two-dimensional anti-jamming communication based on deep reinforcement learning. | Guoan Han, Liang Xiao, H. Vincent Poor |
| 2017 | ICASSP | Color demosaicking via nonlocal tensor representation. | Lili Huang, Xuan Wu, Wenze Shao, Hongyi Liu, Zhihui Wei, Liang Xiao |
| 2017 | ICIP | Supervised classification of hyperspectral images using local-receptive-fields-based kernel extreme learning machine. | Yu Shen, Jianyu Chen, Liang Xiao |
| 2017 | ICNC | Robust segmentation of brain MRI images using a novel fuzzy c-means clustering method. | Min Li, Zhikang Xiang, Limei Zhang, Zhichao Lian, Liang Xiao |
| 2017 | IGARSS | Spectral-spatial subspace clustering for hyperspectral images VIA modulated low-rank representation. | Jinhuan Xu, Nan Huang, Liang Xiao |
| 2017 | INFOCOM | FuzzyDP: Fuzzy-based big data publishing against inquiry attacks. | Youyang Qu, Shui Yu, Longxiang Gao, Sancheng Peng, Yong Xiang, Liang Xiao |
| 2017 | INFOCOM | Cumulative prospect theoretic study of a cloud storage defense game against advanced persistent threats. | Dongjin Xu, Liang Xiao, Narayan B. Mandayam, H. Vincent Poor |
| 2017 | IGARSS | PAN-Sharpening via residual deep learning. | Nie Li, Nan Huang, Liang Xiao |
| 2017 | IGARSS | Supervised classification of hyperspectral images via heterogeneous deep neural networks. | Zhixin Li, Yu Shen, Nan Huang, Liang Xiao |
| 2016 | ACCV | Joint Multiview Fused ELM Learning with Propagation Filter for Hyperspectral Image Classification. | Yu Shen, Liang Xiao, Mohsen Molaei |
| 2016 | GLOBECOM | Channel-Based Authentication Game in MIMO Systems. | Liang Xiao, Tianhua Chen, Guoan Han, Weihua Zhuang, Limin Sun |
| 2016 | GLOBECOM | Prospect Theoretic Study of Cloud Storage Defense against Advanced Persistent Threats. | Dongjin Xu, Yanda Li, Liang Xiao, Narayan B. Mandayam, H. Vincent Poor |
| 2016 | IGARSS | ELM-based spectral-spatial classification of hyperspectral images using bilateral filtering information on spectral band-subsets. | Yu Shen, Jinhuan Xu, Heng Li, Liang Xiao |
| 2016 | IGARSS | Non-local Spectral-spatial Centralized Sparse Representation for hyperspectral image classification. | Bushra Naz Soomro, Liang Xiao, Shahzad Hyder Soomro |
| 2016 | INFOCOM | Mobile offloading game against smart attacks. | Liang Xiao, Caixia Xie, Tianhua Chen, Huaiyu Dai, H. Vincent Poor |
| 2016 | IGARSS | Hyperspectral image supervised classification via multi-view nuclear norm based 2D PCA feature extraction and kernel ELM. | Jue Jiang, Lili Huang, Heng Li, Liang Xiao |
| 2016 | IGARSS | Fractional order variational pan-sharpening. | Pengfei Liu, Liang Xiao, Songze Tang, Le Sun |
| 2016 | IGARSS | Hyperspectral image classification via region-based composite kernels. | Jianjun Liu, Xiaoqian Shi, Zebin Wu, Liang Xiao, Zhiyong Xiao, Yunhao Yuan |
| 2016 | RE | Goal Modelling in Clinical Decision Support. | Liang Xiao, John Fox |
| 2015 | GLOBECOM | Jamming Games in Underwater Sensor Networks with Reinforcement Learning. | Liang Xiao, Qiangda Li, Tianhua Chen, En Cheng, Huaiyu Dai |
| 2015 | GLOBECOM | Spoofing Detection with Reinforcement Learning in Wireless Networks. | Liang Xiao, Yan Li, Guolong Liu, Qiangda Li, Weihua Zhuang |
| 2015 | ICASSP | Coupled learning based on singular-values-unique and hog for face hallucination. | Songze Tang, Liang Xiao, Pengfei Liu, Huicong Wu |
| 2015 | ICIG | Pan-Sharpening via Coupled Unitary Dictionary Learning. | Shumiao Chen, Liang Xiao, Zhihui Wei, Wei Huang |
| 2015 | ICIG | Blind Motion Deblurring Based on Fused l | Kai Wang, Yu Shen, Liang Xiao, Zhihui Wei, Linxue Sheng |
| 2015 | ICIG | Automatic Segmentation of White Matter Lesions Using SVM and RSF Model in Multi-channel MRI. | Renping Yu, Liang Xiao, Zhihui Wei, Xuan Fei |
| 2015 | IGARSS | Joint dictionary learning with ridge regression for pansharpening. | Songze Tang, Liang Xiao, Bushra Naz, Pengfei Liu, Yufeng Chen |
| 2015 | INFOCOM | Mobile cloud offloading for malware detections with learning. | Yanda Li, Jinliang Liu, Qiangda Li, Liang Xiao |
| 2015 | IGARSS | A new variational method for pan-sharpening. | Pengfei Liu, Liang Xiao, Songze Tang |
| 2015 | VTC | Collaborative Anti-Jamming Broadcast with Uncoordinated Frequency Hopping over USRP. | Guiquan Chen, Yan Li, Liang Xiao, Lianfen Huang |
| 2015 | VTC | Jamming Detection of Smartphones for WiFi Signals. | Guolong Liu, Jinliang Liu, Yan Li, Liang Xiao, Yuliang Tang |
| 2015 | WCNC | Anti-jamming transmissions with learning in heterogenous cognitive radio networks. | Tianhua Chen, Jinliang Liu, Liang Xiao, Lianfen Huang |
| 2014 | GLOBECOM | Prospect theoretic analysis of anti-jamming communications in cognitive radio networks. | Liang Xiao, Jinliang Liu, Yan Li, Narayan B. Mandayam, H. Vincent Poor |
| 2014 | IGARSS | Spatial-spectral compressive sensing for hyperspectral images super-resolution over learned dictionary. | Wei Huang, Zebin Wu, Hongyi Liu, Liang Xiao, Zhihui Wei |
| 2014 | IGARSS | Adaptive tensor matrix based kernel regression for hyperspectral image denoising. | Hongyi Liu, Zhengrong Zhang, Liang Xiao, Zhihui Wei |
| 2013 | ICIP | A hybrid active contour model with structure feature for image segmentation. | Qi Ge, Liang Xiao, Liqian Wang, Zhengrong Zhang, Zhihui Wei |
| 2013 | IGARSS | Compressive sensing ISAR imaging with stepped frequency continuous wave via Gini sparsity. | Can Feng, Liang Xiao, Zhihui Wei |
| 2012 | HealthCom | Developing a rule-driven clinical decision support system with an extensive and adaptative architecture. | Liang Xiao, Grinne Cousins, Tom Fahey, Borislav D. Dimitrov, Lucy Hederman |
| 2012 | IGARSS | A novel sparsity constrained nonnegative matrix factorization for hyperspectral unmixing. | Jianjun Liu, Zebin Wu, Zhihui Wei, Liang Xiao, Le Sun |
| 2011 | GLOBECOM | Jamming-Resistant Collaborative Broadcast in Wireless Networks, Part II: Multihop Networks. | Liang Xiao, Huaiyu Dai, Peng Ning |
| 2011 | GLOBECOM | Jamming-Resistant Collaborative Broadcast in Wireless Networks, Part I: Single-Hop Networks. | Liang Xiao, Huaiyu Dai, Peng Ning |
| 2011 | ICIG | Perceptual Saliency Driven Total Variation for Image Denoising Using Tensor Voting. | Liang Xiao, Lili Huang, Fanbiao Zhang |
| 2011 | ICIG | Compounded Regularization and Fast Algorithm for Compressive Sensing Deconvolution. | Liang Xiao, Jun Shao, Lili Huang, Zhihui Wei |
| 2011 | ICIP | An improved region-based model with local statistical feature. | Qi Ge, Zhihui Wei, Liang Xiao, Jun Zhang |
| 2011 | ICIP | Variational image restoration based on Poisson singular integral and curvelet-type decomposition space regularization. | Lili Huang, Liang Xiao, Zhihui Wei, Zhengrong Zhang |
| 2010 | GLOBECOM | PHY-Authentication Protocol for Spoofing Detection in Wireless Networks. | Liang Xiao, Alex Reznik, Wade Trappe, Chunxuan Ye, Yogendra Shah, Larry J. Greenstein, Narayan B. Mandayam |
| 2009 | ICIG | A Nonlinear Inverse Scale Space Method for Multiplicative Noise Removal Based on Weberized Total Variation. | Lili Huang, Liang Xiao, Zhihui Wei |
| 2009 | ICIP | Compressed sensing image reconstruction based on morphological component analysis. | Xingxiu Li, Zhihui Wei, Liang Xiao, Yubao Sun, Jian Yang |
| 2008 | CIS | Research of Multiple Watermarks Algorithm in E-commerce Copyright Protection and Tracking. | Xiang-wei Zhu, Liang Xiao |
| 2008 | CISS | MIMO-assisted channel-based authentication in wireless networks. | Liang Xiao, Larry J. Greenstein, Narayan B. Mandayam, Wade Trappe |
| 2008 | ICSE | Developing a security protocol for a distributed decision support system in a healthcare environment. | Liang Xiao, Paul H. Lewis, Alex Gibb |
| 2008 | SAFECOMP | Secure Interaction Models for the HealthAgents System. | Liang Xiao, Paul H. Lewis, Srinandan Dasmahapatra |
| 2007 | COMPSAC | An Adaptive Security Model for Multi-agent Systems and Application to a Clinical Trials Environment. | Liang Xiao, Andrew Peet, Paul H. Lewis, Srinandan Dashmapatra, Carlos Sez, Madalina Croitoru, Javier Vicente, Horacio Gonzlez-Vlez, Mag Lluch i Ariet |
| 2007 | COMPSAC | Adaptive Agent Model: an Agent Interaction and Computation Model. | Liang Xiao, David Robertson, Madalina Croitoru, Paul H. Lewis, Srinandan Dashmapatra, David Dupplaw, Bo Hu |
| 2007 | ICCS | A Conceptual Graph Description of Medical Data for Brain Tumour Classification. | Madalina Croitoru, Bo Hu, Srinandan Dashmapatra, Paul H. Lewis, David Dupplaw, Liang Xiao |
| 2007 | ICCS | A Conceptual Graph Based Approach to Ontology Similarity Measure. | Madalina Croitoru, Bo Hu, Srinandan Dashmapatra, Paul H. Lewis, David Dupplaw, Liang Xiao |
| 2007 | SGAI | Expressive security policy rules using Layered Conceptual Graphs. | Madalina Croitoru, Liang Xiao, David Dupplaw, Paul H. Lewis |
| 2006 | CISS | Impact of Pilot Assisted Channel State Estimation on Multiple Antenna Multiuser TDD Systems with Spatial Filtering. | Dragan Samardzija, Liang Xiao, Narayan B. Mandayam |
| 2006 | SEKE | A Hierarchical Agent-oriented Knowledge Model for Multi-Agent Systems. | Liang Xiao, Des Greer |
| 2005 | CSCWD | Collaborative design environment based on multi-agent. | Shenglei Chen, Huizhong Wu, Xianglan Han, Liang Xiao |
| 2005 | EMMSAD | Modeling, Auto-generation and Adaptation of Multi-Agent Systems. | Liang Xiao, Des Greer |
| 2005 | SEKE | The Adaptive Agent Model: Software Adaptivity through Dynamic Agents and XMLbased Business Rules. | Liang Xiao, Des Greer |
| 2005 | SEKE | Modelling Agent Knowledge with Business Rules | Liang Xiao, Des Greer |
| 2004 | ICARCV | Inverse image warping without searching. | Yang Tang, Huizhong Wu, Fu Xiao, Liang Xiao |
| 2004 | ICARCV | Compute visibility without depth in multi-reference images. | Yang Tang, Huizhong Wu, Fu Xiao, Liang Xiao |
| 2004 | ICIG | Generalized Mumford-Shah model and fast algorithm for color image restoration and edge detection. | Liang Xiao, Huizhong Wu, Zhihui Wei |
| 2003 | PIMRC | QoS-oriented scheduling algorithm for mobile multimedia in OFDM. | Liang Xiao, Shidong Zhou, Yan Yao |