| 2025 | ACL | A Parameter-Efficient and Fine-Grained Prompt Learning for Vision-Language Models. | Yongbin Guo, Shuzhen Li, Zhulin Liu, Tong Zhang, C. L. Philip Chen |
| 2025 | ACL | Incongruity-aware Tension Field Network for Multi-modal Sarcasm Detection. | Jiecheng Zhang, C. L. Philip Chen, Shuzhen Li, Tong Zhang |
| 2025 | CVPR | Scaling Mesh Generation via Compressive Tokenization. | Haohan Weng, Zibo Zhao, Biwen Lei, Xianghui Yang, Jian Liu, Zeqiang Lai, Zhuo Chen, Yuhong Liu, Jie Jiang, Chunchao Guo, Tong Zhang, Shenghua Gao, C. L. Philip Chen |
| 2025 | EMNLP | An Orthogonal High-Rank Adaptation for Large Language Models. | Xin Zhang, Guang-Ze Chen, Shuzhen Li, Zhulin Liu, C. L. Philip Chen, Tong Zhang |
| 2025 | ICASSP | Enhancing Generalized EEG Classification with Decomposed Statistics-diverse Feature Augmentation. | Yubin He, C. L. Philip Chen, Bianna Chen, Tong Zhang |
| 2025 | ICCV | TimeBooth: Disentangled Facial Invariant Representation for Diverse and Personalized Face Aging. | Zepeng Su, Zhulin Liu, Zongyan Zhang, Tong Zhang, C. L. Philip Chen |
| 2025 | ICLR | PivotMesh: Generic 3D Mesh Generation via Pivot Vertices Guidance. | Haohan Weng, Yikai Wang, Tong Zhang, C. L. Philip Chen, Jun Zhu |
| 2025 | ICRA | ARS-SLAM: Accurate Robust Spinning LiDAR SLAM for a Quadruped Robot in Large-Scale Scenario. | Jiehao Li, Chenglin Li, Hongkai Chen, Haijun Guo, Xiwen Luo, C. L. Philip Chen, Chenguang Yang |
| 2025 | SMC | InfoGA: Enhancing Generalized EEG Emotion Recognition via Information-Aware Graph Augmentation. | Bianna Chen, C. L. Philip Chen, Tong Zhang |
| 2025 | SMC | MoRa: Multi-Graph Orthogonal Representation Adaptation Network for Cross-Subject EEG Emotion Recognition. | Mengqi Wu, C. L. Philip Chen, Tong Zhang |
| 2025 | SMC | CoDD: Convenient-Oriented Depression Detection from Few-Channel EEG with Channel Reconstruction. | Zihua Xu, C. L. Philip Chen, Tong Zhang |
| 2024 | AAAI | AI-Based Energy Transportation Safety: Pipeline Radial Threat Estimation Using Intelligent Sensing System. | Chengyuan Zhu, Yiyuan Yang, Kaixiang Yang, Haifeng Zhang, Qinmin Yang, C. L. Philip Chen |
| 2024 | CVPR | Desigen: A Pipeline for Controllable Design Template Generation. | Haohan Weng, Danqing Huang, Yu Qiao, Zheng Hu, Chin-Yew Lin, Tong Zhang, C. L. Philip Chen |
| 2024 | ECAI | Spatial and Frequency-Based Feature Reconstruction for Cross-Database Micro-Expression Recognition. | Zhi Feng, C. L. Philip Chen, Shiting Xu, Tong Zhang |
| 2024 | ICASSP | Snapshot Prompt Ensemble for Parameter-Efficient Soft Prompt Transfer. | Xinglong Wu, C. L. Philip Chen, Shuzhen Li, Tony Zhang |
| 2024 | ICASSP | Disentanglement Network: Disentangle the Emotional Features from Acoustic Features for Speech Emotion Recognition. | Zhichen Yuan, C. L. Philip Chen, Shuzhen Li, Tong Zhang |
| 2024 | NAACL | Multi-Scale Prompt Memory-Augmented Model for Black-Box Scenarios. | Xiaojun Kuang, C. L. Philip Chen, Shuzhen Li, Tong Zhang |
| 2024 | SMC | Incremental Learning Algorithms for Broad Learning System with Node and Input Addition. | Guang-Ze Chen, Junwei Jin, Hai-Wei Sun, C. L. Philip Chen |
| 2024 | SMC | Adaptive Domain-Enhanced Transfer Learning for Welding Defect Classification. | Dan Dai, Anand Mohan, Pasquale Franciosa, Tong Zhang, C. L. Philip Chen, Dariusz Ceglarek |
| 2024 | SMC | DPCA: Dynamic Probability Calibration Algorithm in LMaaS. | Zhongyi Deng, C. L. Philip Chen, Tong Zhang |
| 2024 | SMC | DHFusion: Deep Hypergraph Convolutional Network for Multi-Modal Physiological Signals Fusion. | Yuanhang Shen, C. L. Philip Chen, Tong Zhang |
| 2024 | SMC | Concrete Structural Crack Damage Classification Using Nonlinear Dimension Reduction and Broad Learning System. | Bingshu Wang, Jia Lin, Xiaodong Zhuang, Guanghui Zhang, C. L. Philip Chen |
| 2024 | SMC | OneDConv: Generalized Convolution for Transform-Invariant Representation. | Haohan Weng, C. L. Philip Chen, Ke Yi, Haiqi Liu, Tong Zhang |
| 2024 | SMC | Dual-Domain Attention Based Adaptive Graph Convolutional Network for EEG Emotion Recognition. | Tie Xu, Tong Zhang, Bianna Chen, C. L. Philip Chen |
| 2024 | SMC | Architecture and Aggregation Strategies of Federated Broad Learning System: a Feasibility Study. | Xueyue Yang, Zhulin Liu, C. L. Philip Chen |
| 2024 | SMC | Multi-Granularity Temporal-Spectral Representation Learning for Speech Emotion Recognition. | Zhichen Yuan, C. L. Philip Chen, Shuzhen Li, Tong Zhang |
| 2023 | ICONIP | A Novel Machine Learning Model Using CNN-LSTM Parallel Networks for Predicting Ship Fuel Consumption. | Xinyu Li, Yi Zuo, Tieshan Li, C. L. Philip Chen |
| 2022 | SMC | Joint Water-Filling Algorithm with Adaptive Chroma Adjustment for Shadow Removal From Text Document Images. | Ze Wang, Bingshu Wang, Jiangbin Zheng, C. L. Philip Chen |
| 2021 | IJCNN | Pruning Broad Learning System based on Adaptive Feature Evolution. | Yuchen Liu, Kaixiang Yang, Zhiwen Yu, Zhulin Liu, Yifan Shi, C. L. Philip Chen |
| 2021 | IJCNN | Local Tangent Generative Adversarial Network for Imbalanced Data Classification. | Zhihao Li, Zhiwen Yu, Kaixiang Yang, Yifan Shi, Yuhong Xu, C. L. Philip Chen |
| 2021 | SMC | Illumination and Color Adjustment for Generating Professional Headshot. | Bingshu Wang, C. L. Philip Chen |
| 2021 | SMC | Masked Face Detection Using A Two-stage Classification Approach In the COVID-19 Era. | Bingshu Wang, Licheng Liu, C. L. Philip Chen |
| 2020 | SMC | Multi-Channel EEG Based Emotion Recognition Using Temporal Convolutional Network and Broad Learning System. | Xue Jia, Tong Zhang, C. L. Philip Chen, Zhulin Liu, Long Chen, Guihua Wen, Bin Hu |
| 2020 | SMC | Multi-resolution Collaborative Representation for Face Recognition. | Yanting Li, Junwei Jin, Huaiguang Wu, Lijun Sun, C. L. Philip Chen |
| 2020 | SMC | Multiple Spatial Information Weighted Fuzzy Clustering for Image Segmentation. | Xiangdao Liu, Jin Zhou, Hui Jiang, C. L. Philip Chen, Tong Zhang, Lin Wang, Shiyuan Han, Yuehui Chen |
| 2020 | SMC | Comparison and Combination of Activation Functions in Broad Learning System. | Lili Xu, C. L. Philip Chen |
| 2019 | ICIP | Learning Quaternion Graph for Color Face Image Super-Resolution. | Licheng Liu, C. L. Philip Chen, Shutao Li |
| 2019 | ICIP | An Effective Background Estimation Method for Shadows Removal of Document Images. | Bingshu Wang, C. L. Philip Chen |
| 2019 | IJCAI | 3DViewGraph: Learning Global Features for 3D Shapes from A Graph of Unordered Views with Attention. | Zhizhong Han, Xiyang Wang, Chi-Man Vong, Yu-Shen Liu, Matthias Zwicker, C. L. Philip Chen |
| 2019 | PAKDD | Context-Aware Dual-Attention Network for Natural Language Inference. | Kun Zhang, Guangyi Lv, Enhong Chen, Le Wu, Qi Liu, C. L. Philip Chen |
| 2019 | SMC | Multi-Kernel Broad Learning systems Based on Random Features: A Novel Expansion for Nonlinear Feature Nodes. | Zhulin Liu, C. L. Philip Chen, Tong Zhang, Jin Zhou |
| 2019 | SMC | A Euclidean metric based voice feature extraction method using IDCT cepstrum coefficient. | He Ma, Yi Zuo, Tieshan Li, C. L. Philip Chen, Junxia Liu |
| 2019 | SMC | Event-triggered-based Adaptive Output Feedback Control with Prescribed Performance for Strict-feedback Nonlinear Systems. | Lijie Wang, C. L. Philip Chen |
| 2019 | SISY | Unmanned Systems Planning and Control based on Bionic Swarm Movement : Plenary Talk. | C. L. Philip Chen |
| 2018 | ICASSP | Hard Shadows Removal Using an Approximate Illumination Invariant. | Bingshu Wang, C. L. Philip Chen, Yuyuan Li, Yong Zhao |
| 2018 | SMC | Broad Learning System for Control of Nonlinear Dynamic Systems. | Shuang Feng, C. L. Philip Chen |
| 2018 | SMC | Robust Broad Learning System for Uncertain Data Modeling. | Junwei Jin, C. L. Philip Chen, Yanting Li |
| 2018 | SMC | Improved Quantification of 18O Labeled LC-MS Based on I-Ching Divination Evolutionary Algorithm. | Tianjun Li, C. L. Philip Chen, Long Chen, Tong Zhang, Bianna Chen, Xiangmin Xu |
| 2018 | SMC | Transductive Transfer Learning Based on Broad Learning System. | Le Yang, Shiji Song, C. L. Philip Chen |
| 2018 | SMC | Facial Expression Recognition via Broad Learning System. | Tong Zhang, Zhulin Liu, Xuehan Wang, Xiao-Fen Xing, C. L. Philip Chen, Enhong Chen |
| 2018 | SISY | Broad Learning System and its Structural Variations. | C. L. Philip Chen |
| 2017 | ICONIP | Adaptive Neural Network Output-Feedback Control for a Class of Discrete-Time Nonlinear Systems in Presence of Input Saturation. | Xin Wang, Tieshan Li, C. L. Philip Chen |
| 2017 | ICONIP | Mixture of Matrix Normal Distributions for Color Image Inpainting. | Xiuling Zhou, Jing Wang, Ping Guo, C. L. Philip Chen |
| 2017 | ISNN | Virtual Structure Formation Control via Sliding Mode Control and Neural Networks. | Qi Qin, Tieshan Li, Cheng Liu, C. L. Philip Chen, Min Han |
| 2017 | SMC | Fuzzy restricted Boltzmann machine and deep belief network: A comparison on image reconstruction. | Feng Shuang, C. L. Philip Chen |
| 2017 | SMC | Spectral clustering based on JS-divergence for uncertain data. | Yingxu Wang, Jiwen Dong, Jin Zhou, Lin Wang, Shi-Yuan Han, Tong Zhang, C. L. Philip Chen |
| 2016 | CSCWD | Big Data challenges, techniques, technologies, and applications and how deep learning can be used. | C. L. Philip Chen |
| 2016 | SMC | Image guided fuzzy clustering for image segmentation. | Li Guo, Long Chen, C. L. Philip Chen |
| 2016 | SMC | K-medoids method based on divergence for uncertain data clustering. | Jin Zhou, Yuqi Pan, C. L. Philip Chen, Dong Wang, Shi-Yuan Han |
| 2015 | ICONIP | Webcam-Based Visual Gaze Estimation Under Desktop Environment. | Shujian Yu, Weihua Ou, Xinge You, Xiubao Jiang, Yun Zhu, Yi Mou, Weigang Guo, Yuanyan Tang, C. L. Philip Chen |
| 2015 | ICONIP | Generalized Kernel Normalized Mixed-Norm Algorithm: Analysis and Simulations. | Shujian Yu, Xinge You, Xiubao Jiang, Weihua Ou, Ziqi Zhu, Yixiao Zhao, C. L. Philip Chen, Yuanyan Tang |
| 2015 | SMC | Region-Based Multi-focus Image Fusion Using Guided Filtering and Greedy Analysis. | Junwei Duan, Long Chen, C. L. Philip Chen |
| 2015 | SMC | Human Heart Rate Estimation Using Ordinary Cameras under Natural Movement. | Shujian Yu, Xinge You, Xiubao Jiang, Kexin Zhao, Yi Mou, Weihua Ou, Yuanyan Tang, C. L. Philip Chen |
| 2015 | SACI | Deep learning for pattern learning and recognition. | C. L. Philip Chen |
| 2014 | ICPR | Dual Fuzzy Hypergraph Regularized Multi-label Learning for Protein Subcellular Location Prediction. | Jing Gien, Yuan Yan Tang, C. L. Philip Chen, Yuewei Lin |
| 2014 | IJCNN | Impact of ratio k on two-layer neural networks with dynamic optimal learning rate. | Tong Zhang, C. L. Philip Chen, Jin Zhou |
| 2014 | ICPR | A Noise-Robust Adaptive Hybrid Pattern for Texture Classification. | Ziqi Zhu, Xinge You, C. L. Philip Chen, Dacheng Tao, Xiubao Jiang, Fanyu You, Jixing Zou |
| 2014 | IPAS | Parametric rational unsharp masking for image enhancement. | Changzhe Yin, Yicong Zhou, Sos S. Agaian, C. L. Philip Chen |
| 2014 | SMC | A lossless (2, 8)-chaos-based secret image sharing scheme. | Long Bao, Yicong Zhou, C. L. Philip Chen |
| 2014 | SMC | A novel evolutionary algorithm solving optimization problems. | C. L. Philip Chen, Tong Zhang, Sik Chung Tam |
| 2014 | SMC | Image encryption using 2D Logistic-Sine chaotic map. | Zhongyun Hua, Yicong Zhou, Chi-Man Pun, C. L. Philip Chen |
| 2014 | SMC | Impulse noise removal using sparse representation with fuzzy weights. | Licheng Liu, C. L. Philip Chen, Yicong Zhou, Yuan Yan Tang |
| 2014 | SMC | Multi-scale patch based box kernels for hyperspectral image classification. | Jiangtao Peng, Yicong Zhou, C. L. Philip Chen |
| 2014 | SMC | A new reversible data hiding algorithm in the encryption domain. | Shuang Yi, Yicong Zhou, Chi-Man Pun, C. L. Philip Chen |
| 2014 | SMC | An automatic setting for training restricted boltzmann machine. | Chun-Yang Zhang, C. L. Philip Chen |
| 2014 | SMC | Maximum-entropy-based multiple kernel fuzzy c-means clustering algorithm. | Jin Zhou, C. L. Philip Chen, Long Chen |
| 2014 | SISY | A new learning algorithm for a Fully Connected Fuzzy Inference System (F-CONFIS) with its application for computing learning capacity. | C. L. Philip Chen |
| 2013 | HCI | Kernel Based Weighted Group Sparse Representation Classifier. | Bingxin Xu, Ping Guo, C. L. Philip Chen |
| 2013 | SMC | Decentralized Control for Second-Order Uncertain Nonlinear Multi-agent Systems Consensus Problem Based on Fuzzy Adaptive High-Gain Observer. | Chang-E Ren, C. L. Philip Chen |
| 2013 | SMC | Adaptive NN Consensus Control for a Class of Nonlinear Multi-agent Time-Delay Systems. | Guoxing Wen, C. L. Philip Chen |
| 2013 | SMC | A Small-Scale Traffic Monitoring System in Urban Wireless Sensor Networks. | Jin Zhou, C. L. Philip Chen, Long Chen |
| 2013 | SMC | Shadowed C-Means for Image Segmentation Using Local and Non-local Spatial Information. | Jing Zou, Long Chen, C. L. Philip Chen |
| 2012 | SMC | A new image encryption algorithm using Truncated P-Fibonacci Bit-planes. | Weijia Cao, Yicong Zhou, C. L. Philip Chen |
| 2012 | SMC | Image encryption algorithm based on a new combined chaotic system. | C. L. Philip Chen, Tong Zhang, Yicong Zhou |
| 2012 | SMC | Real-time decision making for urban vehicle navigation. | C. L. Philip Chen, Jin Zhou, Wei Zhao |
| 2012 | SMC | A novel approach for designing intelligent transportation system. | Yiping Jiang, C. L. Philip Chen |
| 2012 | SMC | On the conjugate gradients (CG) training algorithm of fuzzy neural networks (FNNs) via its equivalent fully connected neural networks (FFNNs). | Jing Wang, C. L. Philip Chen, Chi-Hsu Wang |
| 2012 | SMC | Distributed consensus control using neural network for a class of nonlinear multi-agent systems. | Guoxing Wen, C. L. Philip Chen |
| 2011 | IJCCI | Multi-regularization Parameters Estimation for Gaussian Mixture Classifier based on MDL Principle. | Xiuling Zhou, Ping Guo, C. L. Philip Chen |
| 2011 | ISNN | Adaptive Robust NN Control of Nonlinear Systems. | Guoxing Wen, Yan-Jun Liu, C. L. Philip Chen |
| 2011 | SMC | Observer-based adaptive control for a class of nonlinear chaotic systems. | Yan-Jun Liu, C. L. Philip Chen, Dong-Juan Li |
| 2011 | SMC | On the BP training algorithm of Fuzzy Neural Networks (FNNs) via its equivalent fully connected neural networks (FFNNs). | Jing Wang, Chi-Hsu Wang, C. L. Philip Chen |
| 2011 | TrustCom | Adaptive Client-Side LUT-Based Digital Watermarking. | Chi-Man Pun, Jing-Jing Jiang, C. L. Philip Chen |
| 2011 | TrustCom | Geometric Invariant Digital Image Watermarking Scheme Based on Feature Points Detector and Histogram Distribution. | Chi-Man Pun, Xiaochen Yuan, C. L. Philip Chen |
| 2010 | SMC | Multiple kernel fuzzy C-means based image segmentation. | Long Chen, Mingzhu Lu, C. L. Philip Chen |
| 2010 | SMC | Sensitivity analysis of parametric t-norm and s-norm based fuzzy classification system. | Mingzhu Lu, Long Chen, C. L. Philip Chen |
| 2009 | SMC | Alpha-trimmed Image Estimation for JPEG Steganography Detection. | Mei-Ching Chen, Sos S. Agaian, C. L. Philip Chen, Benjamin M. Rodriguez |
| 2009 | SMC | An Application of Linear Mixed Effects Model to Steganography Detection. | Mei-Ching Chen, Anuradha Roy, Benjamin M. Rodriguez, Sos S. Agaian, C. L. Philip Chen |
| 2009 | SMC | Direct Torque Control Theory of a Double Three Phrases Permanent Magnet Synchronous Motor. | Yi Guo, Wei Feng Shi, C. L. Philip Chen |
| 2009 | SMC | A Land Mobile Channel Modeling in LabVIEW. | Grant Huang, Arpine Soghoyan, David Akopian, C. L. Philip Chen, Abhay Samant |
| 2009 | SMC | The Design of Multi-agent based Distributed Energy System. | Mingzhu Lu, C. L. Philip Chen |
| 2009 | SMC | Multi-Stage Decision Tree based on Inter-class and Inner-class Margin of SVM. | Mingzhu Lu, C. L. Philip Chen, Jianbing Huo, Xizhao Wang |
| 2009 | SMC | A Remote Over-Internet Hands-on Laboratory. | Arsen Melkonyan, David Akopian, C. L. Philip Chen |
| 2009 | SMC | A Sensor Placement Measure for Impact Detection in Structural Health Monitoring. | Arsen Melkonyan, David Akopian, C. L. Philip Chen |
| 2009 | SMC | On Control of Power Supply Process of Marine Shaft Generator. | Xiaoyan Xu, Yinzhong Ye, C. L. Philip Chen |
| 2008 | SMC | Noise reduction algorithms using Fibonacci Fourier transforms. | Sos S. Agaian, Mei-Ching Chen, C. L. Philip Chen |
| 2008 | SMC | Generalized collage steganography on images. | Mei-Ching Chen, Sos S. Agaian, C. L. Philip Chen |
| 2008 | SMC | Transparent linguistic interface generation and its application in fuzzy decision trees. | Long Chen, C. L. Philip Chen |
| 2008 | SMC | Condition monitoring on complex machinery for predictive maintenance and process control. | Juan Dai, C. L. Philip Chen, Xiao-Yan Xu, Peng Hu |
| 2008 | SMC | Optimization of combined kernel function for SVM based on large margin learning theory. | Mingzhu Lu, C. L. Philip Chen, Jianbing Huo, Xizhao Wang |
| 2007 | SMC | Feedback steganalysis decision making system. | Sos S. Agaian, C. L. Philip Chen, Juan P. Perez |
| 2007 | SMC | Pre-shaped fuzzy c-means algorithm (PFCM) for transparent membership function generation. | Long Chen, C. L. Philip Chen |
| 2006 | ICRA | Particle Filtering for Adaptive Sensor Fault Detection and Identification. | Tao Wei, Yufei Huang, C. L. Philip Chen |
| 2006 | SMC | Computational Intelligence Techniques for Building Transparent Construction Performance Models. | Long Chen, Witold Pedrycz, C. L. Philip Chen |
| 2004 | IROS | Camera motion classification using a genetic functional-link neural network. | C. L. Philip Chen, Chandrakumar Bhumireddy, Pavan K. Darvemula |
| 2003 | IJCNN | Genetic learning of functional link networks. | Chandrakumar Bhumireddy, C. L. Philip Chen |
| 2001 | ICCCN | Improving degradation and fairness for mobile adaptive multimedia wireless networks. | Yang Xiao, C. L. Philip Chen |
| 2001 | ISCC | An Optimal Power Saving Scheme for Mobile Handsets. | Yang Xiao, C. L. Philip Chen, Kimberly K. J. Kinateder |
| 2001 | MASCOTS | QoS for Adaptive Multimedia in Wireless/Mobile Networks. | Yang Xiao, C. L. Philip Chen |
| 2000 | ICCCN | Quality of service provisioning framework for multimedia traffic in wireless/mobile networks. | Yang Xiao, C. L. Philip Chen, Yan Wang |
| 2000 | MASCOTS | An Optimal Distributed Call Admission Control for Adaptive Multimedia in Wireless/Mobile Networks. | Yang Xiao, C. L. Philip Chen, Yan Wang |
| 1999 | IROS | Relationship between fuzzy controllers and PID controllers. | Hong-Xing Li, C. L. Philip Chen |
| 1998 | IROS | On the fixturing of polyhedral workpieces under frictional contact models. | Yu-Che Chen, C. L. Philip Chen |
| 1996 | ICRA | The importance of sequence in clamping prismatic workpieces in fixturing processes. | Yu-Che Chen, C. L. Philip Chen |
| 1991 | ICRA | Time lower bound for manufacturing aggregate scheduling problems. | C. L. Philip Chen |
| 1991 | ICRA | Robot kinematics learning computations using polynomial neural networks. | C. L. Philip Chen, Alastair D. McAulay |
| 1990 | IJCNN | Neural computation for planning AND/OR precedence-constraint robot assembly sequences. | C. L. Philip Chen |
| 1989 | SMC | Precedence knowledge acquisition for generating robot assembly sequences. | C. L. Philip Chen |
| 1989 | SMC | Mapping precedence and communication relations of a large scale computation on a multiprocessor system. | C. L. Philip Chen, C. S. G. Lee |
| 1988 | ICRA | Efficient scheduling algorithms for robot inverse dynamics computation on a multiprocessor system. | C. L. Philip Chen, C. S. George Lee, Edwin S. H. Hou |
| 1987 | ICRA | Task assignment and load balancing of autonomous vehicles in a flexible manufacturing system. | C. L. Philip Chen, C. S. George Lee, Clare D. McGillem |