| 2025 | ICCV | Language-Driven Multi-Label Zero-Shot Learning with Semantic Granularity. | Shouwen Wang, Qian Wan, Junbin Gao, Zhigang Zeng |
| 2025 | ICLR | Breaking Free from MMI: A New Frontier in Rationalization by Probing Input Utilization. | Wei Liu, Zhiying Deng, Zhongyu Niu, Jun Wang, Haozhao Wang, Zhigang Zeng, Ruixuan Li |
| 2024 | AAAI | Towards Continual Learning Desiderata via HSIC-Bottleneck Orthogonalization and Equiangular Embedding. | Depeng Li, Tianqi Wang, Junwei Chen, Qining Ren, Kenji Kawaguchi, Zhigang Zeng |
| 2024 | ICML | Harnessing Neural Unit Dynamics for Effective and Scalable Class-Incremental Learning. | Depeng Li, Tianqi Wang, Junwei Chen, Wei Dai, Zhigang Zeng |
| 2024 | ISNN | CSFuser: A Cascade Siamese Fusion Architecture for RGB-Infrared Object Detection. | Ziyi Li, Gang Zhang, Zhigang Zeng, Xiaolin Hu |
| 2024 | ISNN | DiffMoCa: Diffusion Model Based Multi-modality Cut and Paste. | Junjie Zhang, Shaojin Wu, Junbin Gao, Fusheng Yu, Hao Xu, Zhigang Zeng |
| 2023 | CogSci | InferEM: Inferring the Speaker's Intention for Empathetic Dialogue Generation. | Guoqing Lv, Jiang Li, Xiaoping Wang, Zhigang Zeng |
| 2023 | CVPR | DaFKD: Domain-aware Federated Knowledge Distillation. | Haozhao Wang, Yichen Li, Wenchao Xu, Ruixuan Li, Yufeng Zhan, Zhigang Zeng |
| 2023 | ICCV | Saliency Regularization for Self-Training with Partial Annotations. | Shouwen Wang, Qian Wan, Xiang Xiang, Zhigang Zeng |
| 2023 | ICONIP | Design of Memristor-Based Binarized Multi-layer Neural Network with High Robustness. | Xiaoyang Liu, Zhigang Zeng, Rusheng Ju |
| 2019 | ISNN | Global Stabilization for Delayed Fuzzy Inertial Neural Networks. | Qiang Xiao, Tingwen Huang, Zhigang Zeng |
| 2019 | ISNN | A Novel Second-Order Consensus Control in Multi-agent Dynamical Systems. | Boshan Chen, Jiejie Chen, Zhigang Zeng, Ping Jiang |
| 2019 | ISNN | Multi Step Prediction of Landslide Displacement Time Series Based on Extended Kalman Filter and Back Propagation Trough Time. | Ping Jiang, Jiejie Chen, Zhigang Zeng |
| 2018 | ISNN | R-RTRL Based on Recurrent Neural Network with K-Fold Cross-Validation for Multi-step-ahead Prediction Landslide Displacement. | Jiejie Chen, Ping Jiang, Zhigang Zeng, Boshan Chen |
| 2018 | ISNN | WeiboCluster: An Event-Oriented Sina Weibo Dataset with Estimating Credit. | Shiping Wen, Guanghua Ren, Yuting Cao, Zhenyuan Guo, Qiang Xiao, Zhigang Zeng, Tingwen Huang |
| 2018 | ISNN | Boundedness and Stability for a Class of Timescale-Type Time-Varying Systems. | Qiang Xiao, Shiping Wen, Zhigang Zeng, Tingwen Huang |
| 2017 | ICONIP | Robot Path Planning Based on A Hybrid Approach. | Zhou Jiang, Zhigang Zeng |
| 2017 | IECON | Nonlinear model reference control via aperiodic sampling. | Yuting Cao, Shiping Wen, Zhigang Zeng, Tingwen Huang |
| 2017 | ISNN | Several Logic Gates Extended from MAGIC-Memristor-Aided Logic. | Lin Chen, Zhong He, Xiaoping Wang, Zhigang Zeng |
| 2017 | ISNN | Bootstrap Based on Generalized Regression Neural Network for Landslide Displacement for Interval Prediction. | Jiejie Chen, Zhigang Zeng, Ping Jiang |
| 2016 | ISNN | Memristor-Based Neuromorphic System with Content Addressable Memory Structure. | Yidong Zhu, Xiao Wang, Tingwen Huang, Zhigang Zeng |
| 2014 | ICONIP | Multi-step Predictions of Landslide Displacements Based on Echo State Network. | Wei Yao, Zhigang Zeng, Cheng Lian, Huiming Tang, Tingwen Huang |
| 2014 | IJCNN | Performance of combined artificial neural networks for forecasting landslide displacement. | Cheng Lian, Zhigang Zeng, Wei Yao, Huiming Tang |
| 2014 | IJCNN | Vessel segmentation in retinal images with a multiple kernel learning based method. | Xiaoming Liu, Zhigang Zeng, Xiaoping Wang |
| 2014 | IJCNN | Data Mining Paradigm Based on Functional Networks with Applications in Landslide Prediction. | Ailong Wu, Zhigang Zeng, Chaojin Fu |
| 2014 | IJCNN | The state of the art of memristive neural systems: Models and applications. | Ailong Wu, Zhigang Zeng, Chaojin Fu |
| 2014 | IJCNN | Implementation of memristive neural networks with spike-rate-dependent plasticity synapses. | Yide Zhang, Zhigang Zeng, Shiping Wen |
| 2014 | ISNN | Generalized Regression Neural Networks with K-Fold Cross-Validation for Displacement of Landslide Forecasting. | Ping Jiang, Zhigang Zeng, Jiejie Chen, Tingwen Huang |
| 2014 | ISNN | A Kernel ELM Classifier for High-Resolution Remotely Sensed Imagery Based on Multiple Features. | Wei Yao, Zhigang Zeng, Cheng Lian, Huiming Tang |
| 2014 | SMC | A PSOGSA method to optimize the T-S fuzzy neural network for displacement prediction of landslide. | Ping Jiang, Zhigang Zeng, Jiejie Chen, Huiming Tang |
| 2013 | ISCAS | Stability analysis of multiple equilibria for recurrent neural networks with time-varying delays. | Zhigang Zeng, Wei Xing Zheng |
| 2013 | ISNN | Displacement Prediction Model of Landslide Based on Functional Networks. | Jiejie Chen, Zhigang Zeng, Huiming Tang |
| 2012 | ICONIP | Study on Landslide Deformation Prediction Based on Recurrent Neural Network under the Function of Rainfall. | Huangqiong Chen, Zhigang Zeng, Huiming Tang |
| 2012 | ICONIP | Displacement Prediction Model of Landslide Based on Ensemble of Extreme Learning Machine. | Cheng Lian, Zhigang Zeng, Wei Yao, Huiming Tang |
| 2012 | ICONIP | Adaptive Backstepping Neural Control for Switched Nonlinear Stochastic System with Time-Delay Based on Extreme Learning Machine. | Yang Xiao, Fei Long, Zhigang Zeng |
| 2012 | IJCNN | Passivity and passification for a class of singularly perturbed nonlinear systems via neural networks. | Shiping Wen, Zhigang Zeng, Tingwen Huang |
| 2012 | IJCNN | Dynamic behaviors of hybrid Lotka-Volterra recurrent neural networks with memristor characteristics. | Ailong Wu, Zhigang Zeng |
| 2012 | ISCAS | A study of exponential stability of multiple equilibria in delayed recurrent neural networks. | Zhigang Zeng, Wei Xing Zheng |
| 2009 | ICANN | Global Exponential Stability of Recurrent Neural Networks with Time-Dependent Switching Dynamics. | Zhigang Zeng, Jun Wang, Tingwen Huang |
| 2009 | ICONIP | Robust Stability of Fuzzy Cohen-Grossberg Neural Networks with Delays. | Tingwen Huang, Zhigang Zeng |
| 2009 | IJCNN | Analysis and design of associative memories based on cellular neural networks with space-invariant cloning templates. | Zhigang Zeng, Jun Wang |
| 2009 | IJCNN | Analysis and synthesis of associative memories based on Brain-State-in-a-Box neural networks. | Zhigang Zeng, Jun Wang |
| 2008 | CEC | An adaptive variable strategy pareto differential evolution algorithm for multi-objective optimization. | Jian Fu, Qing Liu, Xinmin Zhou, Kui Xiang, Zhigang Zeng |
| 2008 | IJCNN | Global exponential stability of recurrent neural networks with pure time-varying delays. | Zhigang Zeng, Huangqiong Chen, Shiping Wen |
| 2008 | ISNN | Three Global Exponential Convergence Results of the GPNN for Solving Generalized Linear Variational Inequalities. | Xiaolin Hu, Zhigang Zeng, Bo Zhang |
| 2008 | ISNN | Robust Stability of Switched Recurrent Neural Networks with Discrete and Distributed Delays under Uncertainty. | Shiping Wen, Zhigang Zeng, Lingfa Zeng |
| 2007 | ISNN | Implementation of Multi-valued Logic Based on Bi-threshold Neural Networks. | Qiuxiang Deng, Zhigang Zeng |
| 2006 | IJCNN | Synthesis of Bipolar Associative Memories Based on Cellular Neural Networks with Two-dimensional Space-invariant Templates. | Zhigang Zeng, Jun Wang |
| 2006 | ISNN | Global Exponential Stability in Lagrange Sense of Continuous-Time Recurrent Neural Networks. | Xiaoxin Liao, Zhigang Zeng |
| 2006 | ISNN | Associative Memories Based on Discrete-Time Cellular Neural Networks with One-Dimensional Space-Invariant Templates. | Zhigang Zeng, Jun Wang |
| 2005 | ICNC | Blind Extraction of Singularly Mixed Source Signals. | Zhigang Zeng, Chaojin Fu |
| 2005 | ISNN | Globally Attractive Periodic State of Discrete-Time Cellular Neural Networks with Time-Varying Delays. | Zhigang Zeng, Boshan Chen, Zengfu Wang |
| 2004 | ICARCV | Global exponential stability of delayed Cohen-Grossberg neural networks. | Zhigang Zeng, Zengfu Wang, De-Shuang Huang |
| 2004 | IJCNN | Pattern memory and acquisition based on stability of cellular neural networks. | Zhigang Zeng, De-Shuang Huang |
| 2004 | IDEAL | Global Convergence of Steepest Descent for Quadratic Functions. | Zhigang Zeng, De-Shuang Huang, Zengfu Wang |
| 2004 | ISNN | Stability Analysis of Discrete-Time Cellular Neural Networks. | Zhigang Zeng, De-Shuang Huang, Zengfu Wang |
| 2004 | ISNN | Pattern Recognition Based on Stability of Discrete Time Cellular Neural Networks. | Zhigang Zeng, De-Shuang Huang, Zengfu Wang |