| 2026 | DATE | MISP-Net: Significantly Reducing Transient Backward Steppings via Novel Multi-step Irregular Sequence Prediction. | Yichao Dong, Dan Niu, Chao Wang, Zhenya Zhou, Zhou Jin, Changyin Sun |
| 2026 | DATE | GE-LLM: Graph-Enhanced Large Language Models for Efficient Transistor-Level Circuit Simulation. | Chao Wang, Dan Niu, Yichao Dong, Dekang Zhang, Changyin Sun, Zhou Jin |
| 2025 | CVPR | EDCFlow: Exploring Temporally Dense Difference Maps for Event-based Optical Flow Estimation. | Daikun Liu, Lei Cheng, Teng Wang, Changyin Sun |
| 2025 | DAC | A Novel Image-Graph Heterogeneous Fusion Framework for Static IR Drop Prediction. | Dan Niu, Dekang Zhang, Yichao Cao, Zhou Jin, Chao Wang, Yichao Dong, Changyin Sun |
| 2025 | DATE | A Novel Frequency-Spatial Domain Aware Network for Fast Thermal Prediction in 2.5D ICs. | Dekang Zhang, Dan Niu, Zhou Jin, Yichao Dong, Jingweijia Tan, Changyin Sun |
| 2024 | AAAI | ACAMDA: Improving Data Efficiency in Reinforcement Learning through Guided Counterfactual Data Augmentation. | Yuewen Sun, Erli Wang, Biwei Huang, Chaochao Lu, Lu Feng, Changyin Sun, Kun Zhang |
| 2024 | AAAI | Temporal Correlation Vision Transformer for Video Person Re-Identification. | Pengfei Wu, Le Wang, Sanping Zhou, Gang Hua, Changyin Sun |
| 2024 | AAAI | Point-to-Spike Residual Learning for Energy-Efficient 3D Point Cloud Classification. | Qiaoyun Wu, Quanxiao Zhang, Chunyu Tan, Yun Zhou, Changyin Sun |
| 2024 | DATE | TSA-TICER: A Two-Stage TICER Acceleration Framework for Model Order Reduction. | Pengju Chen, Dan Niu, Zhou Jin, Changyin Sun, Qi Li, Hao Yan |
| 2024 | DATE | ISPT-Net: A Noval Transient Backward-Stepping Reduction Policy by Irregular Sequential Prediction Transformer. | Yichao Dong, Dan Niu, Zhou Jin, Chuan Zhang, Changyin Sun, Zhenya Zhou |
| 2024 | ICCAD | ISLU: Indexing-Efficient Sparse LU Factorization for Circuit Simulation on GPUs. | Dan Niu, Yiyang Tao, Zhou Jin, Yichao Dong, Chao Wang, Changyin Sun |
| 2024 | ICRA | Bridging Zero-shot Object Navigation and Foundation Models through Pixel-Guided Navigation Skill. | Wenzhe Cai, Siyuan Huang, Guangran Cheng, Yuxing Long, Peng Gao, Changyin Sun, Hao Dong |
| 2023 | ICRA | Robust Navigation with Cross-Modal Fusion and Knowledge Transfer. | Wenzhe Cai, Guangran Cheng, Lingyue Kong, Lu Dong, Changyin Sun |
| 2023 | WCNC | Asynchronous Advantage Actor-Critic Algorithm Based Cooperative Caching Strategy for Fog Radio Access Networks. | Fan Jiang, Shaojiang Han, Changyin Sun |
| 2023 | WCNC | Dueling Double Deep Q-Network Based Computation Offloading and Resource Allocation Scheme for Internet of Vehicles. | Fan Jiang, Yan Li, Changyin Sun, Chaowei Wang |
| 2022 | ICLR | Learning Temporally Causal Latent Processes from General Temporal Data. | Weiran Yao, Yuewen Sun, Alex Ho, Changyin Sun, Kun Zhang |
| 2021 | WCNC | Dynamic User Pairing and Power Allocation for NOMA with Deep Reinforcement Learning. | Fan Jiang, Zesheng Gu, Changyin Sun, Rongxin Ma |
| 2020 | PIMRC | Dueling Deep Q-Network Learning Based Computing Offloading Scheme for F-RAN. | Fan Jiang, Rongxin Ma, Changyin Sun, Zesheng Gu |
| 2020 | PIMRC | A D2D-Enabled Cooperative Caching Strategy for Fog Radio Access Networks. | Fan Jiang, Xiaoli Zhang, Changyin Sun |
| 2020 | VTC | A Machine Learning Approach for Beamforming in UDN Considering Selfish and Altruistic Balance. | Changyin Sun, Xiaoxiao Wang, Fan Jiang, Hongfeng Qin, Sang Sun |
| 2018 | CVPR | IVQA: Inverse Visual Question Answering. | Feng Liu, Tao Xiang, Timothy M. Hospedales, Wankou Yang, Changyin Sun |
| 2018 | GLOBECOM | A DBN-Based Independent Set Learning Algorithm for Capacity Optimization in Wireless Networks. | Rui Ma, Xianghui Cao, Shuai Zhang, Lu Liu, Yu Cheng, Changyin Sun |
| 2018 | ICARCV | Distributed Fusion Estimator Over Sensor Networks with Stochastic Event-Triggered Scheduling. | Zengwang Jin, Yanyan Hu, Fen Zhang, Changyin Sun |
| 2018 | IECON | Optimal Jamming Attack Strategy Against Wireless State Estimation: A Game Theoretic Approach. | Lei Xue, Xianghui Cao, Changyin Sun, Shi Jin |
| 2018 | ISNN | A Broad Neural Network Structure for Class Incremental Learning. | Wenzhang Liu, Haiqin Yang, Yuewen Sun, Changyin Sun |
| 2018 | ISNN | Adaptive Consensus Tracking of First-Order Multi-agent Systems with Unknown Control Directions. | Yajun Zheng, Qingling Wang, Changyin Sun |
| 2017 | CVPR | Semantic Regularisation for Recurrent Image Annotation. | Feng Liu, Tao Xiang, Timothy M. Hospedales, Wankou Yang, Changyin Sun |
| 2017 | ICNC | Multi-dimensional resource allocation aware user clustering in user-centric overlapped virtual cells. | Hao Li, Changyin Sun, Yanxia Liang |
| 2017 | ICONIP | Coevolution of Cooperation and Complex Networks via Indirect Reciprocity. | Aizhi Liu, Lei Wang, Yanling Zhang, Changyin Sun |
| 2017 | ICONIP | Three-Dimensional Vibrations Control Design for a Single Point Mooring Line System with Input Saturation. | Weijie Xiang, Wei He, Xiuyu He, Shuanfeng Xu, Guang Li, Changyin Sun |
| 2017 | ICONIP | A Feature Learning Approach for Image Retrieval. | Junfeng Yao, Yao Yu, Yukai Deng, Changyin Sun |
| 2017 | IJCNN | Robust optimal control for time-delay systems with dynamic uncertainties via ADP. | Lu Dong, Jun Li, Wankou Yang, Changyin Sun |
| 2016 | IJCNN | Dual heuristic dynamic programming based event-triggered control for nonlinear continuous-time systems. | Lu Dong, Changyin Sun, Haibo He |
| 2016 | IJCNN | Semi-supervised auto-encoder based on manifold learning. | Yawei Li, Lizuo Jin, A. K. Qin, Changyin Sun, Yew-Soon Ong, Tong Cui |
| 2015 | IJCNN | Predictive event-triggered control based on heuristic dynamic programming for nonlinear continuous-time systems. | Lu Dong, Xiangnan Zhong, Changyin Sun, Haibo He |
| 2014 | IECON | A continuous sliding mode controller for the PMSM speed regulation based on disturbance observer. | Chaoxu Mu, Wei Xu, Xinghuo Yu, Changyin Sun |
| 2011 | ISNN | State Feedback Control Based on Twin Support Vector Regression Compensating for a Class of Nonlinear Systems. | Chaoxu Mu, Changyin Sun, Xinghuo Yu |
| 2011 | ISNN | Fast Human Detection Based on Enhanced Variable Size HOG Features. | Jifeng Shen, Changyin Sun, Wankou Yang, Zhongxi Sun |
| 2011 | ISNN | Finger-Knuckle-Print Recognition Using LGBP. | Ming Xiong, Wankou Yang, Changyin Sun |
| 2011 | ISNN | Ensemble of Global and Local Features for Face Age Estimation. | Wankou Yang, Cuixian Chen, Karl Ricanek, Changyin Sun |
| 2011 | ISNN | Gender Classification Using the Profile. | Wankou Yang, Amrutha Sethuram, Eric Patterson, Karl Ricanek, Changyin Sun |
| 2010 | ICPR | Learning Discriminative Features Based on Distribution. | Jifeng Shen, Wankou Yang, Changyin Sun |
| 2010 | ICPR | Face Recognition Using a Multi-manifold Discriminant Analysis Method. | Wankou Yang, Changyin Sun, Lei Zhang |
| 2009 | ICNC | Face Recognition Based on Two Dimension Double PCA and Affinity Propagation. | Li Xu, Yifan Wang, Changyin Sun |
| 2009 | IJCNN | A local approach of adaptive affinity propagation clustering for large scale data. | Changyin Sun, Chenghong Wang, Su Song, Yifan Wang |
| 2009 | ISNN | Web Page Clustering via Partition Adaptive Affinity Propagation. | Changyin Sun, Yifan Wang, Haina Zhao |
| 2008 | IJCNN | Inverse system identification of nonlinear systems using least square support vector machine based on FCM clustering. | Chaoxu Mu, Hua Liang, Changyin Sun |
| 2008 | ISNN | Inverse System Identification of Nonlinear Systems Using LSSVM Based on Clustering. | Changyin Sun, Chaoxu Mu, Hua Liang |
| 2007 | ISNN | Exponential Stability of Discrete-Time Cohen-Grossberg Neural Networks with Delays. | Changyin Sun, Liang Ju, Hua Liang, Shoulin Wang |
| 2007 | ISNN | An Adaptive Internal Model Control Based on LS-SVM. | Changyin Sun, Jinya Song |
| 2007 | ISNN | Nonlinear Systems Modeling Using LS-SVM with SMO-Based Pruning Methods. | Changyin Sun, Jinya Song, Guofang Lv, Hua Liang |
| 2006 | ISNN | Dynamics of General Neural Networks with Distributed Delays. | Changyin Sun, Linfeng Li |
| 2006 | ISNN | Facial Expression Recognition Based on BoostingTree. | Ning Sun, Wenming Zheng, Changyin Sun, Cairong Zou, Li Zhao |
| 2006 | ISNN | Gender Classification Based on Boosting Local Binary Pattern. | Ning Sun, Wenming Zheng, Changyin Sun, Cairong Zou, Li Zhao |
| 2005 | ICNC | Application of Support Vector Machine and Similar Day Method for Load Forecasting. | Xunming Li, Changyin Sun, Dengcai Gong |
| 2005 | ISNN | Next Day Load Forecasting Using SVM. | Xunming Li, Dengcai Gong, Linfeng Li, Changyin Sun |
| 2005 | ISNN | Neural Networks for Nonconvex Nonlinear Programming Problems: A Switching Control Approach. | Changyin Sun, Chun-Bo Feng |
| 2005 | ISNN | Globally Attractive Periodic Solutions of Continuous-Time Neural Networks and Their Discrete-Time Counterparts. | Changyin Sun, Liangzhen Xia, Chun-Bo Feng |
| 2004 | IJCNN | A new condition for the global robust exponential periodicity of interval neural networks with delays. | Changyin Sun, Derong Liu, Chun-Bo Feng |
| 2004 | IJCNN | On global exponential periodicity of dynamical neural systems. | Changyin Sun, Dequan Li, Liangzheng Xia, Chun-Bo Feng |
| 2004 | ISNN | On Robust Periodicity of Delayed Dynamical Systems with Time-Varying Parameters. | Changyin Sun, Xunming Li, Chun-Bo Feng |
| 2003 | IJCNN | The application of neural network soft sensor technology to an advanced control system of distillation operation. | Cuimei Bo, J. Li, Changyin Sun, Y. R. Wang |
| 2003 | IJCNN | New results on exponential periodicity of delayed neural networks. | Changyin Sun, Derong Liu, Chun-Bo Feng |
| 2003 | ISCAS | Exponential periodicity of neural networks with delays. | Changyin Sun, Changgui Sun, Chun-Bo Feng |