| 2026 | ICPR | YOLO-SACAM: A Switchable Convolution and Attention-Based YOLO Network for Wind Turbine Blade Defects Detection. | Yi Liu, Guiping Liu, Na Liu, Yuexin Zhang, Long Yang, Tan Liu, Kunjie Liu, Min Lu, Wenjing Li |
| 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 |
| 2025 | GLOBECOM | Integrating IRS with Symbiotic Radio: A Covert Communication Design. | Yunpeng Feng, Jian Chen, Lu Lv, Yinghui Ye, Long Yang, Naofal Al-Dhahir, Fumiyuki Adachi |
| 2025 | ICASSP | MSE-based Sampling of Bandlimited Product Graph Signals via Joint Low-pass Impulse Responses. | Fen Wang, Baoyi Xu, Xuyao Kang, Peng Ren, Long Yang |
| 2025 | ICML | Low-Dimension-to-High-Dimension Generalization and Its Implications for Length Generalization. | Yang Chen, Long Yang, Yitao Liang, Zhouchen Lin |
| 2025 | IJCNN | HARFT: Role and Function-Based Cooperation Approach for Heterogeneous Multi-Agent. | Long Yang, Shaorong Xie, Xiangfeng Luo |
| 2025 | INDIN | Attention-Guided Time-Channel Masking for Self-Supervised Human Activity Recognition via Masked Sensor Data Reconstruction. | Long Yang, Po Yang, Xiyang Peng, Xulong Wang, Jun Qi |
| 2025 | IROS | SimLauncher: Launching Sample-Efficient Real-World Robotic Reinforcement Learning via Simulation Pre-Training. | Mingdong Wu, Lehong Wu, Yizhuo Wu, Weiyao Huang, Hongwei Fan, Zheyuan Hu, Haoran Geng, Jinzhou Li, Jiahe Ying, Long Yang, Yuanpei Chen, Hao Dong |
| 2025 | MICCAI | A Semi-Supervised Knowledge Distillation Framework for Left Ventricle Segmentation and Landmark Detection in Echocardiograms. | Haoyuan Chen, Yonghao Li, Long Yang, Han Wu, Lin Zhou, Kaicong Sun, Dinggang Shen |
| 2025 | VTC | Hybrid-Functional RIS-Assisted Covert Communications: A Mutualistic Symbiosis Design. | Yunpeng Feng, Lu Lv, Long Yang, Jian Chen, Yinghui Ye, Arumugam Nallanathan |
| 2025 | VTC | Energy-Efficient Hybrid Multiple Access Design for Backscatter Communications: Device Scheduling and Resource Allocation. | Yan Zhang, Lu Lv, Yunpeng Feng, Long Yang, Arumugam Nallanathan |
| 2024 | CSCWD | Collaborative Denoising Shilling Attack for Recommendation Systems. | Xiaohao Liu, Hualin Zeng, Wenli Zhang, Long Yang |
| 2024 | GLOBECOM | Hierarchical DRL-Based Resource Allocation for Cell-Free Enabled MEC Networks. | Mengmeng Ren, Jian Chen, Long Yang, Pei Xiao, Chong Huang, Lu Lv, Yuchen Zhou, Rahim Tafazolli |
| 2024 | ICML | Langevin Policy for Safe Reinforcement Learning. | Fenghao Lei, Long Yang, Shiting Wen, Zhixiong Huang, Zhiwang Zhang, Chaoyi Pang |
| 2024 | IJCAI | FlagVNE: A Flexible and Generalizable Reinforcement Learning Framework for Network Resource Allocation. | Tianfu Wang, Qilin Fan, Chao Wang, Long Yang, Leilei Ding, Nicholas Jing Yuan, Hui Xiong |
| 2023 | AAAI | Augmented Proximal Policy Optimization for Safe Reinforcement Learning. | Juntao Dai, Jiaming Ji, Long Yang, Qian Zheng, Gang Pan |
| 2023 | COLT | Zeroth-order Optimization with Weak Dimension Dependency. | Pengyun Yue, Long Yang, Cong Fang, Zhouchen Lin |
| 2023 | VTC | Self-Sustainable Intelligent Omni-Surface Aided Multi-User Wireless Networks. | Hao Luo, Lu Lv, Long Yang, Qingqing Wu, Zhiguo Ding, Naofal Al-Dhahir, Jian Chen |
| 2023 | VTC | A New Design of RIS-Aided Hybrid NOMA Offloading in Wireless Powered MEC Networks. | Lu Lv, Hao Luo, Long Yang, Zhiguo Ding, Arumugam Nallanathan, Naofal Al-Dhahir, Jian Chen |
| 2022 | AAAI | Policy Optimization with Stochastic Mirror Descent. | Long Yang, Yu Zhang, Gang Zheng, Qian Zheng, Pengfei Li, Jianhang Huang, Gang Pan |
| 2022 | IJCAI | Penalized Proximal Policy Optimization for Safe Reinforcement Learning. | Linrui Zhang, Li Shen, Long Yang, Shixiang Chen, Xueqian Wang, Bo Yuan, Dacheng Tao |
| 2022 | SMC | Remote Speech Reconstruction Based on Convolutional Neural Network and Laser Speckle Images. | Xueying Hao, Lianbo Guo, Dali Zhu, Xianlan Wang, Long Yang, Hualin Zeng |
| 2022 | UIC | Speech Acquisition Using a Lightweight Convolutional Neural Network. | Ranran Sun, Hualin Zeng, Long Yang, Dali Zhu |
| 2021 | AAAI | Sample Complexity of Policy Gradient Finding Second-Order Stationary Points. | Long Yang, Qian Zheng, Gang Pan |
| 2021 | AAAI | On Convergence of Gradient Expected Sarsa(λ). | Long Yang, Gang Zheng, Yu Zhang, Qian Zheng, Pengfei Li, Gang Pan |
| 2021 | ICICS | Remote Recovery of Sound from Speckle Pattern Video Based on Convolutional LSTM. | Dali Zhu, Long Yang, Hualin Zeng |
| 2021 | WCNC | Energy-Delay Tradeoff in Device-Assisted NOMA MEC Systems: A Matching-Based Algorithm. | Mengmeng Ren, Jian Chen, Yuchen Zhou, Long Yang |
| 2020 | IJCNN | Maximum Entropy Reinforcement Learning with Evolution Strategies. | Longxiang Shi, Shijian Li, Qian Zheng, Longbing Cao, Long Yang, Gang Pan |
| 2020 | ISCC | Remote Speech Extraction from Speckle Image by Convolutional Neural Network. | Dali Zhu, Long Yang, Zhanxun Li, Hualin Zeng |
| 2020 | PIMRC | Performance Analysis for User Scheduling in Covert Cognitive Radio Networks. | Rui Chen, Jia Shi, Long Yang, Chao Wang, Zan Li, Pei Xiao, Gaojie Chen |
| 2020 | WCNC | An Energy-Efficient Mixed-Task Paradigm in Resource Allocation for Fog Computing. | Xincheng Chen, Yuchen Zhou, Long Yang, Lu Lv |
| 2020 | SIGMOD | LISA: A Learned Index Structure for Spatial Data. | Pengfei Li, Hua Lu, Qian Zheng, Long Yang, Gang Pan |
| 2019 | ICIG | Realistic Modeling of Tree Ramifications from an Optimal Manifold Control Mesh. | Zhengyu Huang, Zhiyi Zhang, Nan Geng, Long Yang, Dongjian He, Shaojun Hu |
| 2019 | WWW | Exploiting Ratings, Reviews and Relationships for Item Recommendations in Topic Based Social Networks. | Pengfei Li, Hua Lu, Gang Zheng, Qian Zheng, Long Yang, Gang Pan |
| 2018 | CVPR | Texture Mapping for 3D Reconstruction With RGB-D Sensor. | Yanping Fu, Qingan Yan, Long Yang, Jie Liao, Chunxia Xiao |
| 2018 | GLOBECOM | Joint Antenna and User Selection for Untrusted Relay Networks. | Bingtao He, Qiang Ni, Jian Chen, Long Yang, Lu Lv |
| 2018 | GLOBECOM | Cooperative NOMA for Wireless Layered Multicast. | Long Yang, Qiang Ni, Lu Lv, Jian Chen, Xuan Xue, Hailin Zhang, Hai Jiang, Jia Shi |
| 2018 | ICMLC | A Recommendation Algorithm Based On Fuzzy Clustering. | Huihui Zhan, Weixing Zhou, Xiaohui Hu, Qianhua Cai, Tao Zhang, Long Yang |
| 2018 | IJCAI | A Unified Approach for Multi-step Temporal-Difference Learning with Eligibility Traces in Reinforcement Learning. | Long Yang, Minhao Shi, Qian Zheng, Wenjia Meng, Gang Pan |
| 2017 | CVPR | Distinguishing the Indistinguishable: Exploring Structural Ambiguities via Geodesic Context. | Qingan Yan, Long Yang, Ling Zhang, Chunxia Xiao |
| 2017 | VTC | Optimal Time-Switching Relaying Protocol for Wireless-Powered DF Relay Networks. | Mengqi Yang, Yonghong Kuo, Jian Chen, Long Yang, Lu Lv |
| 2016 | CoDIT | A low power pipelined ADC with improved MDAC. | Long Yang, Zongmin Wang, Liang Zhou, Wenxiao Feng |
| 2013 | DASFAA | EntityManager: An Entity-Based Dirty Data Management System. | Hongzhi Wang, Xueli Liu, Jianzhong Li, Xing Tong, Long Yang, Yakun Li |
| 2011 | GRC | The strong correlation of gene expression data on Alzheimer's disease and co-regulation of gene. | Chao-Yang Pang, Dan-Xia Zhang, Long Yang, Xiao-Pei Xia, Ben-Qiong Hu |
| 2009 | ICIG | Construct G1 Smooth Surface by Using Triangular Gregory Patches. | Long Yang, Dongjian He, Zhiyi Zhang |