| 2026 | ACL | TRAC: Teacher-Guided Token Reward with Adaptive Calibration for Robust Policy Optimization. | Sitong Wu, Haoru Tan, Xichen Zhang, Bin Xia, Wenhu Zhang, Xiaojuan Qi, Bei Yu, Jiaya Jia |
| 2026 | WCNC | ISAC-Enabled Covert Communications Under Sensing-Specific CSI. | Manlin Wang, Feng Yang, Bin Xia |
| 2025 | AAAI | GaussianSR: High Fidelity 2D Gaussian Splatting for Arbitrary-Scale Image Super-Resolution. | Jintong Hu, Bin Xia, Bin Chen, Wenming Yang, Lei Zhang |
| 2025 | CVPR | DreamOmni: Unified Image Generation and Editing. | Bin Xia, Yuechen Zhang, Jingyao Li, Chengyao Wang, Yitong Wang, Xinglong Wu, Bei Yu, Jiaya Jia |
| 2025 | ICCV | MagicMirror: ID-Preserved Video Generation in Video Diffusion Transformers. | Yuechen Zhang, Yaoyang Liu, Bin Xia, Bohao Peng, Zexin Yan, Eric Lo, Jiaya Jia |
| 2025 | ICML | GRADEO: Towards Human-Like Evaluation for Text-to-Video Generation via Multi-Step Reasoning. | Zhun Mou, Bin Xia, Zhengchao Huang, Wenming Yang, Jiaya Jia |
| 2025 | VTC | Mutual Coupling Exploitation for ISAC System with Tunable Antenna Load. | Tian Hao, Changxin Shi, Bin Xia, Xusheng Zhu, Yinghong Guo, Lianghui Ding, Feng Yang |
| 2024 | ECCV | LLMGA: Multimodal Large Language Model Based Generation Assistant. | Bin Xia, Shiyin Wang, Yingfan Tao, Yitong Wang, Jiaya Jia |
| 2024 | KDD | Unsupervised Ranking Ensemble Model for Recommendation. | Wenhui Yu, Bingqi Liu, Bin Xia, Xiaoxiao Xu, Ying Chen, Yongchang Li, Lantao Hu |
| 2023 | CVPR | Structured Sparsity Learning for Efficient Video Super-Resolution. | Bin Xia, Jingwen He, Yulun Zhang, Yitong Wang, Yapeng Tian, Wenming Yang, Luc Van Gool |
| 2023 | GLOBECOM | Fusion-Based Multi-User Semantic Communications for Wireless Image Transmission Over Degraded Broadcast Channels. | Tong Wu, Zhiyong Chen, Meixia Tao, Bin Xia, Wenjun Zhang |
| 2023 | ICCV | DiffIR: Efficient Diffusion Model for Image Restoration. | Bin Xia, Yulun Zhang, Shiyin Wang, Yitong Wang, Xinglong Wu, Yapeng Tian, Wenming Yang, Luc Van Gool |
| 2023 | ICLR | Basic Binary Convolution Unit for Binarized Image Restoration Network. | Bin Xia, Yulun Zhang, Yitong Wang, Yapeng Tian, Wenming Yang, Radu Timofte, Luc Van Gool |
| 2023 | ICLR | Knowledge Distillation based Degradation Estimation for Blind Super-Resolution. | Bin Xia, Yulun Zhang, Yitong Wang, Yapeng Tian, Wenming Yang, Radu Timofte, Luc Van Gool |
| 2023 | VTC | Covert Communications enabled by Space-time-modulation IRS: Joint Phase and Frequency Optimization for 3D Beam Focusing. | Yao Yao, Manlin Wang, Bin Xia |
| 2022 | AAAI | Efficient Non-local Contrastive Attention for Image Super-resolution. | Bin Xia, Yucheng Hang, Yapeng Tian, Wenming Yang, Qingmin Liao, Jie Zhou |
| 2022 | AAAI | Coarse-to-Fine Embedded PatchMatch and Multi-Scale Dynamic Aggregation for Reference-Based Super-resolution. | Bin Xia, Yapeng Tian, Yucheng Hang, Wenming Yang, Qingmin Liao, Jie Zhou |
| 2022 | CVPR | SCS-Co: Self-Consistent Style Contrastive Learning for Image Harmonization. | Yucheng Hang, Bin Xia, Wenming Yang, Qingmin Liao |
| 2022 | GLOBECOM | Performance Analysis for mm-Wave ISAC Systems with Mutual Benefit. | Yinghong Guo, Chengliang Yin, Ouxin Lu, Manlin Wang, Bin Xia |
| 2022 | VTC | Design and Analysis of Probabilistic Shaping for Polar Coded Communication Systems with Finite Blocklength. | Hongjie He, Bin Xia, Yinghong Guo, Manlin Wang |
| 2021 | GLOBECOM | Multi-polarized Channel Model and Performance Analysis for Massive MIMO Systems. | Manlin Wang, Yinghong Guo, Bin Xia |
| 2021 | IJCAI | Micro-Expression Recognition Enhanced by Macro-Expression from Spatial-Temporal Domain. | Bin Xia, Shangfei Wang |
| 2021 | MICCAI | Bounding Box Tightness Prior for Weakly Supervised Image Segmentation. | Juan Wang, Bin Xia |
| 2021 | WCNC | Age of Information-based Scheduling for Wireless Device-to-Device Communications using Deep Learning. | Zhenyu Liu, Zhiyong Chen, Ling Luo, Min Hua, Wenqing Li, Bin Xia |
| 2020 | ACCV | Unpaired Multimodal Facial Expression Recognition. | Bin Xia, Shangfei Wang |
| 2020 | CLUSTER | Estimating Power Consumption of Containers and Virtual Machines in Data Centers. | Xusheng Zhang, Ziyu Shen, Bin Xia, Zheng Liu, Yun Li |
| 2020 | ICONIP | DPAST-RNN: A Dual-Phase Attention-Based Recurrent Neural Network Using Spatiotemporal LSTMs for Time Series Prediction. | Shajia Shan, Ziyu Shen, Bin Xia, Zheng Liu, Yun Li |
| 2020 | IJCNN | Adversarial Named Entity Recognition with POS label embedding. | Yuxuan Bai, Yu Wang, Bin Xia, Yun Li, Ziye Zhu |
| 2019 | IJCNN | ADPR: An Attention-based Deep Learning Point-of-Interest Recommendation Framework. | Junjie Yin, Yun Li, Zheng Liu, Jian Xu, Bin Xia, Qianmu Li |
| 2019 | ISPA | Multi-Granularity Power Prediction for Data Center Operations via Long Short-Term Memory Network. | Ziyu Shen, Xusheng Zhang, Bin Xia, Zheng Liu, Yun Li |
| 2019 | PAKDD | SC-NER: A Sequence-to-Sequence Model with Sentence Classification for Named Entity Recognition. | Yu Wang, Yun Li, Ziye Zhu, Bin Xia, Zheng Liu |
| 2019 | VTC | Modeling and Performance Analysis of Stochastic Mobile Edge Computing Wireless Networks. | Yixiao Gu, Cheng Li, Bin Xia, Dingjie Xu, Zhiyong Chen |
| 2019 | VTC | Performance Analysis and Optimization for the LDPC-Coded Multi-Carrier LDS System. | Han Wang, Kexin Xiao, Bin Xia, Jinglun Wang |
| 2019 | VTC | On Rotated-QAM Based Probabilistic Shaping Transmission Scheme for Rayleigh Fading Channels. | Kexin Xiao, Qingjian Gu, Bin Xia, Yao Yao |
| 2018 | ACSSC | Outer Bounds for MIMO Communicating Radars: Three-node Uplink. | Cheng Li, Nate Raymondi, Bin Xia, Ashutosh Sabharwal |
| 2018 | COMPSAC | Automated Dental Image Analysis by Deep Learning on Small Dataset. | Jie Yang, Yuchen Xie, Lin Liu, Bin Xia, Zhanqiang Cao, Chuanbin Guo |
| 2018 | ICSOC | MLE: A General Multi-Layer Ensemble Framework for Group Recommendation. | Xiaopeng Li, Jia Xu, Bin Xia, Jian Xu |
| 2018 | ISCC | PSDEM: A Feasible De-Obfuscation Method for Malicious PowerShell Detection. | Chao Liu, Bin Xia, Min Yu, Yunzheng Liu |
| 2018 | VTC | Inter-Cell Interference Analysis for ARQ-Aided Cellular Networks with Dynamic Traffic. | Tianyu Cao, Dingjie Xu, Chenchen Yang, Cheng Li, Zhiyong Chen, Bin Xia |
| 2018 | WCNC | Joint design for modulation and constellation labels in non-orthogonal transmission. | Baicen Xiao, Kexin Xiao, Zhiyong Chen, Bin Xia, Hui Liu, Lin Wang |
| 2018 | SEKE | Topic Modeling for Noisy Short Texts with Multiple Relations. | Chi-Yu Liu, Zheng Liu, Tao Li, Bin Xia |
| 2017 | GLOBECOM | Joint Interference Cancellation in Cache- and SIC-Enabled Networks. | Chenchen Yang, Xiaodong Wang, Bin Xia, Haiyang Ding |
| 2017 | GLOBECOM | Beamforming via Kronecker Decomposition for Interference Cancellation in the Analog Domain. | Guangxu Zhu, Kaibin Huang, Vincent K. N. Lau, Bin Xia, Xiaofan Li, Sha Zhang |
| 2017 | ISKE | SimWalk: Learning network latent representations with social relation similarity. | Shicheng Cui, Bin Xia, Tao Li, Ming Wu, Deqiang Li, Qianmu Li, Hong Zhang |
| 2017 | ISKE | Named entity recognition for Chinese telecommunications field based on Char2Vec and Bi-LSTMs. | Yu Wang, Bin Xia, Zheng Liu, Yun Li, Tao Li |
| 2017 | ISKE | Attention-based recurrent neural network for location recommendation. | Bin Xia, Yun Li, Qianmu Li, Tao Li |
| 2017 | KDD | FLAP: An End-to-End Event Log Analysis Platform for System Management. | Tao Li, Yexi Jiang, Chunqiu Zeng, Bin Xia, Zheng Liu, Wubai Zhou, Xiaolong Zhu, Wentao Wang, Liang Zhang, Jun Wu, Li Xue, Dewei Bao |
| 2017 | PIMRC | Coverage ratio optimization for HAP communications. | Dingjie Xu, Xinghui Yi, Zhihang Chen, Cheng Li, Chaoxian Zhang, Bin Xia |
| 2017 | VTC | A New Hybrid Half-Duplex/Full-Duplex Relaying System with Antenna Diversity. | Cheng Li, Bin Xia, Zhiyong Chen |
| 2017 | VTC | Wireless Information and Power Transfer in Full-Duplex Two-Way Massive MIMO AF Relay Systems. | Junjuan Feng, Shaodan Ma, Guanghua Yang, Bin Xia |
| 2017 | VTC | Performance Analysis of Cooperation Schemes in Cooperative Cognitive Radio Networks. | Dingjie Xu, Yichen Gao, Chenchen Yang, Yao Yao, Chaoxian Zhang, Bin Xia |
| 2016 | GLOBECOM | Convergence Analysis for Multiuser Detection in Sparse Code Multiple Access Systems. | Kexin Xiao, Baicen Xiao, Zhiyong Chen, Bin Xia, Dageng Chen, Shaodan Ma |
| 2016 | GLOBECOM | Modeling and Analysis for Cache-Enabled Cognitive D2D Communications in Cellular Networks. | Chenchen Yang, Xingya Zhao, Yao Yao, Bin Xia |
| 2016 | WCNC | Statistical rate analysis for multi-pair two-way full-duplex relaying with massive antennas. | Zhanzhan Zhang, Zhiyong Chen, Hao Feng, Manyuan Shen, Bin Xia, Ling Luo |
| 2015 | IJCNN | Electrooculogram based sleep stage classification using deep belief network. | Bin Xia, Qianyun Li, Jie Jia, Jingyi Wang, Ujwal Chaudhary, Ander Ramos-Murguialday, Niels Birbaumer |
| 2015 | ISIT | Achievable rate analysis for multi-pair two-way massive MIMO full-duplex relay systems. | Zhanzhan Zhang, Zhiyong Chen, Manyuan Shen, Bin Xia, Ling Luo |
| 2015 | PIMRC | Performance analysis of two-way full-duplex amplify-forward relay systems. | Yafei Wang, Bin Xia, Zhiyong Chen |
| 2015 | WCNC | Energy efficiency analysis for wireless heterogeneous networks with pushing and caching. | Chenchen Yang, Zhiyong Chen, Yao Yao, Bin Xia |
| 2015 | WISE | A Classification-Based Demand Trend Prediction Model in Cloud Computing. | Qifeng Zhou, Bin Xia, Yexi Jiang, Qianmu Li, Tao Li |
| 2014 | GLOBECOM | Physical-layer shaped network coding with M-PAM modulation. | Yaozhe Hou, Zhiyong Chen, Bin Xia, Hui Liu |
| 2014 | GLOBECOM | Wireless energy harvesting and information transfer in cognitive two-way relay networks. | Zihao Wang, Zhiyong Chen, Yao Yao, Bin Xia, Hui Liu |
| 2013 | GLOBECOM | Performance analysis of bit-cooperative coded modulation with turbo codes. | Ji Zhao, Zhiyong Chen, Bin Xia, Manyuan Shen, Hui Liu |
| 2013 | ICONIP | A Cursor Control Based Chinese-English BCI Speller. | Conghui Cheng, Jing Yang, Yanbing Huang, Jie Li, Bin Xia |
| 2013 | ICONIP | Wheelchair Control Based on Multimodal Brain-Computer Interfaces. | Jie Li, Hongfei Ji, Lei Cao, Rong Gu, Bin Xia, Yanbing Huang |
| 2013 | IWANN | A Motor Imagery Based Brain-Computer Interface Speller. | Bin Xia, Jing Yang, Conghui Cheng, Hong Xie |
| 2013 | WCNC | Multi-level physical-layer network coding for Gaussian two-way relay channels. | Zhiyong Chen, Bin Xia, Hui Liu |
| 2013 | WCNC | Bit-cooperative coded modulation. | Zhiyong Chen, Bin Xia, Hui Liu |
| 2013 | WCNC | Secure beamforming for MIMO two-way transmission with an untrusted relay. | Jianhua Mo, Meixia Tao, Yuan Liu, Bin Xia, Xiaoli Ma |
| 2012 | ICONIP | Steady-State Visually Evoked Potential (SSVEP)-Based Brain-Computer Interface (BCI): A Low-Delayed Asynchronous Wheelchair Control System. | Zhuo Xu, Jie Li, Rong Gu, Bin Xia |
| 2012 | IJCNN | A neurofeedback training paradigm for motor imagery based Brain-Computer Interface. | Bin Xia, Qingmei Zhang, Hong Xie, Jie Li |
| 2012 | ISNN | A Co-adaptive Training Paradigm for Motor Imagery Based Brain-Computer Interface. | Bin Xia, Qingmei Zhang, Hong Xie, Shihua Li, Jie Li, Lianghua He |
| 2011 | ICNC | Motor imagery BCI-based robot arm system. | Cong Wang, Bin Xia, Jie Li, Wenlu Yang, Dianyun Xiao, Alejandro Cardona Velez, Hong Yang |
| 2011 | ICNC | The research for the correlation between ERD/ERS and CSP. | Hong Xie, Dianyun Xiao, Bin Xia, Jie Li, Hong Yang, Qingmei Zhang |
| 2011 | VTC | Relay Aided Lifetime Prolongation for User Equipments in Hotspots. | Saifeng Ni, Sihai Zhang, Wuyang Zhou, Bin Xia |
| 2010 | ICNC | The training strategy in brain-computer interface. | Bin Xia, Wenlu Yang, Dianyun Xiao, Cong Wang |
| 2010 | ICNC | ICA-based feature extraction and automatic classification of AD-related MRI data. | Wenlu Yang, Halei Xia, Bin Xia, Lok Ming Lui, Xudong Huang |
| 2010 | VTC | Coded QAM in Multicode CDMA Systems. | Bin Xia, Huiling Zhu |
| 2010 | VTC | Performance Analysis of Alamouti Space Time Coding with QAM in Imperfect Channel Estimation. | Huiling Zhu, Bin Xia |
| 2009 | ISNN | Multichannel Blind Deconvolution Using the Conjugate Gradient. | Bin Xia |
| 2008 | IJCNN | Multi-view gender classification based on local Gabor binary mapping pattern and support vector machines. | Bin Xia, He Sun, Bao-Liang Lu |
| 2007 | ICASSP | An Auditory Neural Feature Extraction Method for Robust Speech Recognition. | Wei Guo, Liqing Zhang, Bin Xia |
| 2006 | ISNN | Two-Stage Blind Deconvolution for V-BLAST OFDM System. | Feng Jiang, Liqing Zhang, Bin Xia |
| 2006 | ISNN | Multichannel Blind Deconvolution Using a Novel Filter Decomposition Method. | Bin Xia, Liqing Zhang |
| 2005 | IGARSS | Mobile phone GIS based on mobile SVG. | Binzhuo Wu, Bin Xia |
| 2005 | ISNN | Stability Analysis of Multichannel Blind Deconvolution. | Bin Xia, Liqing Zhang |
| 2004 | ICONIP | Multichannel Blind Deconvolution of Non-minimum Phase System Using Cascade Structure. | Bin Xia, Liqing Zhang |