| 2026 | ACL | Hi-ZFO: Hierarchical Zeroth- and First-Order LLM Fine-Tuning via Importance-Guided Tensor Selection. | Feihu Jin, Ying Tan |
| 2025 | CEC | LLM-Driven Customizable Fireworks Algorithm for Diverse Optimization Tasks. | Shipeng Cen, Ying Tan |
| 2025 | CEC | Design of Mutation Operators in Fireworks Algorithm Assisted by Large Language Models. | Yifan Liu, Ying Tan |
| 2025 | CEC | A Large-Scale Expensive Multi-Objective Optimization Algorithm Assisted By Multiple Subproblems Collaboration. | Yanke Zhang, Xiaotong Liu, Ying Tan, Chaoli Sun |
| 2025 | CIKM | Spatio-Temporal Wavelet Enhanced Attention Mamba for Stock Price Forecasting. | Shurui Wang, Wenbo Yan, Ying Tan |
| 2025 | ECAI | Dual-Path Adaptive-Correlation Spatial-Temporal Inverted Transformer for Stock Time Series Forecasting. | Wenbo Yan, Shurui Wang, Ying Tan |
| 2025 | IJCNN | TCGPN: Temporal-Correlation Graph Pre-trained Network for Stock Forecasting. | Wenbo Yan, Shurui Wang, Ying Tan |
| 2024 | AAAI | PMAC: Personalized Multi-Agent Communication. | Xiangrui Meng, Ying Tan |
| 2024 | CEC | Improved Discrete Fireworks Algorithm for Large Scale Knapsack Problem. | Yifan Liu, Ying Tan |
| 2024 | CVPR | M | Bin Pu, Liwen Wang, Jiewen Yang, Guannan He, Xingbo Dong, Shengli Li, Ying Tan, Ming Chen, Zhe Jin, Kenli Li, Xiaomeng Li |
| 2024 | ICANN | SCANet: Dual Attention Network for Alzheimer's Disease Diagnosis Based on Gated Residual and Spatial Asymmetry Mechanisms. | Donghan Wu, Shuyuan Yang, Zhichang Wang, Shuqi Yang, Ping Liang, Boxun Zhang, Yi Li, Jiaqing Miao, Ying Tan |
| 2023 | CEC | FWA-RL: Fireworks Algorithm with Policy Gradient for Reinforcement Learning. | Maiyue Chen, Ying Tan |
| 2023 | CEC | Efficient Multi-Agent Exploration with Mutual-Guided Actor-Critic. | Renlong Chen, Ying Tan |
| 2023 | ICIP | Self-Supervised Contrastive Learning for Audio-Visual Action Recognition. | Yang Liu, Ying Tan, Haoyuan Lan |
| 2023 | ICPM | Data-Driven Goal Recognition in Transhumeral Prostheses Using Process Mining Techniques. | Zihang Su, Tianshi Yu, Nir Lipovetzky, Alireza Mohammadi, Denny Oetomo, Artem Polyvyanyy, Sebastian Sardia, Ying Tan, Nick van Beest |
| 2021 | CEC | Exponentially Decaying Explosion in Fireworks Algorithm. | Maiyue Chen, Ying Tan |
| 2021 | SMC | Comparing the Outcomes of Population-averaged and Personalised Input Feature Selection for Transhumeral Prosthetic Interfaces. | Tianshi Yu, Ricardo Garcia-Rosas, Alireza Mohammadi, Ying Tan, Peter Choong, Denny Oetomo |
| 2020 | CEC | Multi-Scale Collaborative Fireworks Algorithm. | Yifeng Li, Ying Tan |
| 2020 | IJCNN | Multiple Stock Time Series Jointly Forecasting with Multi-Task Learning. | Tao Ma, Ying Tan |
| 2020 | IJCNN | Grammatical Error Detection with Self Attention by Pairwise Training. | Quanbin Wang, Ying Tan |
| 2020 | PPSN | A Surrogate-Assisted Evolutionary Algorithm with Random Feature Selection for Large-Scale Expensive Problems. | Guoxia Fu, Chaoli Sun, Ying Tan, Guochen Zhang, Yaochu Jin |
| 2019 | CEC | A New Selection Strategy for Decomposition-based Evolutionary Many-Objective Optimization. | Shufen Qin, Chaoli Sun, Yaochu Jin, Lier Lan, Ying Tan |
| 2019 | CEC | Fireworks Algorithm for Multimodal Optimization Using a Distance-based Exclusive Strategy. | Jun Yu, Hideyuki Takagi, Ying Tan |
| 2019 | IJCNN | Learning Distributed Coordinated Policy in Catching Game with Multi-Agent Reinforcement Learning. | Xiangyu Liu, Ying Tan |
| 2018 | AAAI | Black-Box Attacks against RNN Based Malware Detection Algorithms. | Weiwei Hu, Ying Tan |
| 2018 | CEC | A Discrete Fireworks Algorithm for Solving Large-Scale Travel Salesman Problem. | Haoran Luo, Weidi Xu, Ying Tan |
| 2018 | CEC | TextDream: Conditional Text Generation by Searching in the Semantic Space. | Weidi Xu, Haoze Sun, Chao Deng, Ying Tan |
| 2018 | CEC | Which Mapping Rule in the Fireworks Algorithm is Better for Large Scale Optimization. | Xuemei Yet, Junzhi Li, Bo Xu, Ying Tan |
| 2018 | GECCO | Semi-supervised learning assisted particle swarm optimization of computationally expensive problems. | Chaoli Sun, Yaochu Jin, Ying Tan |
| 2018 | GECCO | Scouting strategy for biasing fireworks algorithm search to promising directions. | Jun Yu, Ying Tan, Hideyuki Takagi |
| 2018 | ICONIP | Automatic Grammatical Error Correction Based on Edit Operations Information. | Quanbin Wang, Ying Tan |
| 2018 | ICONIP | Attention Based Dialogue Context Selection Model. | Weidi Xu, Yong Ren, Ying Tan |
| 2017 | AAAI | Variational Autoencoder for Semi-Supervised Text Classification. | Weidi Xu, Haoze Sun, Chao Deng, Ying Tan |
| 2017 | CEC | Clustering-based evolution control for surrogate-assisted particle swarm optimization. | Haibo Yu, Ying Tan, Chao-Li Sun, Jianchao Zeng |
| 2017 | IJCNN | On the robustness of machine learning based malware detection algorithms. | Weiwei Hu, Ying Tan |
| 2017 | IROS | Magnetic interactions of neighbouring stator sets in multi DOF local electromagnetic actuation for robotic abdominal surgery. | Florence Leong, Alireza Mohammadi, Ying Tan, Denny Thiruchelvam, Pietro Valdastri, Denny Oetomo |
| 2016 | CEC | Enhancing interaction in the fireworks algorithm by dynamic resource allocation and fitness-based crowdedness-avoiding strategy. | Junzhi Li, Ying Tan |
| 2016 | CEC | Cooperative framework fireworks algorithm with covariance mutation. | Chao Yu, Lingchen Kelley, Ying Tan |
| 2016 | ICARCV | Calibration free upper limb joint motion estimation algorithm with wearable sensors. | Max van Lith, Justin Fong, Vincent Crocher, Ying Tan, Iven Mareels, Denny Oetomo |
| 2016 | ICARCV | Quantifying task similarity for skill generalisation in the context of human motor control. | Gijo Sebastian, Justin Fong, Vincent Crocher, Ying Tan, Denny Oetomo, Iven Mareels |
| 2016 | IJCNN | Multi-digit image synthesis using recurrent conditional variational autoencoder. | Haoze Sun, Weidi Xu, Chao Deng, Ying Tan |
| 2016 | IROS | CASPR: A comprehensive cable-robot analysis and simulation platform for the research of cable-driven parallel robots. | Darwin Lau, Jonathan Eden, Ying Tan, Denny Oetomo |
| 2015 | CEC | Regional seismic waveform inversion using swarm intelligence algorithms. | Ke Ding, Yanyang Chen, Yanbin Wang, Ying Tan |
| 2015 | CEC | Orienting mutation based fireworks algorithm. | Junzhi Li, Ying Tan |
| 2015 | CEC | S-metric based multi-objective fireworks algorithm. | Lang Liu, Shaoqiu Zheng, Ying Tan |
| 2015 | CEC | Dynamic search fireworks algorithm with covariance mutation for solving the CEC 2015 learning based competition problems. | Chao Yu, Lingchen Kelley, Ying Tan |
| 2015 | CEC | Fireworks algorithm with covariance mutation. | Chao Yu, Ying Tan |
| 2015 | CEC | Exponentially decreased dimension number strategy based dynamic search fireworks algorithm for solving CEC2015 competition problems. | Shaoqiu Zheng, Chao Yu, Junzhi Li, Ying Tan |
| 2015 | IJCNN | Variable length concentration based feature construction method for spam detection. | Yang Gao, Guyue Mi, Ying Tan |
| 2014 | CEC | Comparison of random number generators in Particle Swarm Optimization algorithm. | Ke Ding, Ying Tan |
| 2014 | CEC | Analysis on global convergence and time complexity of fireworks algorithm. | Jianhua Liu, Shaoqiu Zheng, Ying Tan |
| 2014 | CEC | Adaptive Fireworks Algorithm. | Junzhi Li, Shaoqiu Zheng, Ying Tan |
| 2014 | CEC | Fireworks algorithm with differential mutation for solving the CEC 2014 competition problems. | Chao Yu, Lingchen Kelley, Shaoqiu Zheng, Ying Tan |
| 2014 | CEC | Dynamic search in fireworks algorithm. | Shaoqiu Zheng, Andreas Janecek, Junzhi Li, Ying Tan |
| 2014 | CEC | Avoiding decoys in multiple targets searching problems using swarm robotics. | Zhongyang Zheng, Junzhi Li, Jie Li, Ying Tan |
| 2014 | MMM | Coherence Analysis of Metrics in LBP Space for Interactive Face Retrieval. | Yuchun Fang, Ying Tan, Chanjuan Yu |
| 2014 | SMC | Improve enhanced fireworks algorithm with differential mutation. | Chao Yu, Junzhi Li, Ying Tan |
| 2014 | SMC | Improved group explosion strategy for searching multiple targets using swarm robotics. | Zhongyang Zheng, Jie Li, Junzhi Li, Ying Tan |
| 2013 | CEC | Enhanced Fireworks Algorithm. | Shaoqiu Zheng, Andreas Janecek, Ying Tan |
| 2013 | CEC | Group explosion strategy for searching multiple targets using swarm robotic. | Zhongyang Zheng, Ying Tan |
| 2013 | GECCO | A GPU-based parallel fireworks algorithm for optimization. | Ke Ding, Shaoqiu Zheng, Ying Tan |
| 2013 | IJCNN | Feature construction approach for email categorization based on term space partition. | Guyue Mi, Pengtao Zhang, Ying Tan |
| 2013 | IJCNN | A multi-resolution-concentration based feature construction approach for spam filtering. | Guyue Mi, Pengtao Zhang, Ying Tan |
| 2013 | ICWS | Genetic Algorithm for Context-Aware Service Composition Based on Context Space Model. | Zhichao Zhang, Shaoqiu Zheng, Weiping Li, Ying Tan, Zhonghai Wu, Wei Tan |
| 2013 | ISCAS | Artificial immune system based methods for spam filtering. | Ying Tan, Guyue Mi, Yuanchun Zhu, Chao Deng |
| 2013 | SMC | Distribution of Node Characteristics in Transfractal Network Systems and Additive Scale Invariance. | Ying Tan, Hong Luo, Shou-Li Peng |
| 2013 | SMC | Leveraging Genetic Algorithm to Compose Web Services in a Context-Aware Environment. | Zhichao Zhang, Shaoqiu Zheng, Weiping Li, Ying Tan, Zhonghai Wu, Wei Tan |
| 2012 | ACCV | Adaptive Kernel Size Selection for Correntropy Based Metric. | Ying Tan, Yuchun Fang, Yang Li, Wang Dai |
| 2012 | ICPR | Active Shape Model with random forest for facial features detection. | Wei Jiang, Yuchun Fang, Zhonghua Zhou, Ying Tan |
| 2012 | IJCNN | Query based hybrid learning models for adaptively adjusting locality. | Yuanchun Zhu, Guyue Mi, Ying Tan |
| 2012 | SMC | An empirical study on influence of approximation approaches on enhancing fireworks algorithm. | Yan Pei, Shaoqiu Zheng, Ying Tan, Hideyuki Takagi |
| 2011 | CVPR | Efficient Euclidean distance transform using perpendicular bisector segmentation. | Jun Wang, Ying Tan |
| 2011 | GECCO | Morphological image enhancement procedure design by using genetic programming. | Jun Wang, Ying Tan |
| 2011 | ICNC | Iterative improvement of the Multiplicative Update NMF algorithm using nature-inspired optimization. | Andreas Janecek, Ying Tan |
| 2010 | CEC | Extracting discriminative information from e-mail for spam detection inspired by Immune System. | Yuanchun Zhu, Ying Tan |
| 2010 | DATE | Enhanced Q-learning algorithm for dynamic power management with performance constraint. | Wei Liu, Ying Tan, Qinru Qiu |
| 2010 | GECCO | A novel genetic programming based morphological image analysis algorithm. | Jun Wang, Ying Tan |
| 2010 | GECCO | Particle swarm optimization with triggered mutation and its implementation based on GPU. | You Zhou, Ying Tan |
| 2010 | ISNN | Particle Swarm Optimization Based Learning Method for Process Neural Networks. | Kun Liu, Ying Tan, Xingui He |
| 2010 | VTC | A Torque Control Strategy with Charge Buffer for Parallel Hybrid Electric Vehicle. | Xi Huang, Ying Tan, Xingui He |
| 2009 | CEC | GPU-based parallel particle swarm optimization. | You Zhou, Ying Tan |
| 2009 | CIS | A Virus Detection System Based on Artificial Immune System. | Rui Chao, Ying Tan |
| 2009 | CIS | A Hierarchical Artificial Immune Model for Virus Detection. | Wei Wang, Pengtao Zhang, Ying Tan, Xingui He |
| 2009 | ICCAD | Adaptive power management using reinforcement learning. | Ying Tan, Wei Liu, Qinru Qiu |
| 2009 | IJCNN | An intelligent multi-feature statistical approach for discrimination of driving conditions of hybrid electric vehicle. | Xi Huang, Ying Tan, Xingui He |
| 2009 | IJCNN | Concentration based feature construction approach for spam detection. | Ying Tan, Chao Deng, Guangchen Ruan |
| 2009 | ISNN | Orthogonal Quadratic Discriminant Functions for Face Recognition. | Suicheng Gu, Ying Tan, Xingui He |
| 2008 | CEC | Hybrid particle swarm optimizer with advance and retreat strategy and clonal mechanism for global numerical optimization. | Junqi Zhang, Zhongmin Xiao, Ying Tan, Xingui He |
| 2008 | DATE | A Framework of Stochastic Power Management Using Hidden Markov Model. | Ying Tan, Qinru Qiu |
| 2008 | GECCO | Allocation of local and global search capabilities of particle in canonical PSO. | Junqi Zhang, Kun Liu, Ying Tan, Xingui He |
| 2008 | GECCO | Magnifier particle swarm optimization for numerical optimization. | Junqi Zhang, Kun Liu, Ying Tan, Xingui He |
| 2008 | IJCNN | Forecast of driving load of hybrid electric vehicles by using discrete cosine transform and Support Vector Machine. | Jian Yang, Xi Huang, Ying Tan, Xingui He |
| 2007 | CEC | Clonal particle swarm optimization and its applications. | Ying Tan, Z. M. Xiao |
| 2007 | DATE | Stochastic modeling and optimization for robust power management in a partially observable system. | Qinru Qiu, Ying Tan, Qing Wu |
| 2007 | ICNC | Forecasted Particle Swarm Optimization. | Xingjuan Cai, Jianchao Zeng, Ying Tan |
| 2007 | ICNC | Intelligent Detection Approaches for Spam. | Guangchen Ruan, Ying Tan |
| 2007 | ICNC | A Modified Constructive Neural Networks and Its Application for Large-scale Data Mining. | Wenjiang Zhou, Yin Xu, Lunwen Wang, Ling Zhang, Ying Tan |
| 2007 | ISNN | Neural-Based Separating Method for Nonlinear Mixtures. | Ying Tan |
| 2007 | IWANN | Perceptive Particle Swarm Optimization: A New Learning Method from Birds Seeking. | Xingjuan Cai, Zhihua Cui, Jianchao Zeng, Ying Tan |
| 2006 | ASPDAC | Workload prediction and dynamic voltage scaling for MPEG decoding. | Ying Tan, Parth Malani, Qinru Qiu, Qing Wu |
| 2006 | ISNN | Multiple-Point Bit Mutation Method of Detector Generation for SNSD Model. | Ying Tan |
| 2006 | ISNN | A Modified Constructive Fuzzy Neural Networks for Classification of Large-Scale and Complicated Data. | Lunwen Wang, Yanhua Wu, Ying Tan, Ling Zhang |
| 2006 | PPSN | A Novel Negative Selection Algorithm with an Array of Partial Matching Lengths for Each Detector. | Wenjian Luo, Xin Wang, Ying Tan, Xufa Wang |
| 2006 | VTC | Timing Synchronisation for OFDM-WLANs with Time Averaging Scheme. | Ying Tan, Scott A. Leyonhjelm, Mike Faulkner |
| 2005 | ICNC | A Fast Searching Algorithm of Symmetrical Period Modulation Pattern Based on Accumulative Transformation Technique. | Fuhua Fan, Ying Tan |
| 2005 | ICNC | Algorithms of Non-self Detector by Negative Selection Principle in Artificial Immune System. | Ying Tan, Zhenhe Guo |
| 2005 | ICNC | A Granular Analysis Method in Signal Processing. | Lunwen Wang, Ying Tan, Ling Zhang |
| 2005 | ICNC | Efficient Time Series Matching Based on HMTS Algorithm. | Min Zhang, Ying Tan |
| 2005 | ISNN | A Unified Framework for Synthesis of Cosine-Modulated Filter Banks and Corresponding Wavelets. | Ying Tan |
| 2005 | ISNN | Constructive Fuzzy Neural Networks and Its Application. | Lunwen Wang, Ying Tan, Ling Zhang |
| 2004 | ISNN | An NN-Based Malicious Executables Detection Algorithm Based on Immune Principles. | Zhenhe Guo, Zhengkai Liu, Ying Tan |
| 2002 | GLOBECOM | MIMO transmission over a time-varying channel using SVD. | Guillaume Lebrun, Ying Tan, Michael Faulkner |
| 2002 | PIMRC | Effect of the leakage between elements on the measured capacity of indoor multiple-input multiple-output channels. | Ying Tan, Michael Faulkner |
| 2002 | SIGGRAPH | Like a swarm of angry bees... | Ying Tan |
| 2001 | CEC | Nonlinear blind source separation using a genetic algorithm. | Ying Tan, Jun Wang |
| 2000 | IJCNN | Neural Network Realization of Support Vector Methods for Pattern Classification. | Ying Tan, Youshen Xia, Jun Wang |
| 2000 | ISCAS | Nonlinear blind separation using an RBF network model. | Ying Tan, Jun Wang |
| 1999 | SIGGRAPH | Elements in transformations #2. | Ying Tan, Jeffrey Stolet |
| 1998 | SIGGRAPH | From "landscape in circle". | Ying Tan |