| 2026 | ISKE | A Collaborative Large-Small Language Model Framework for Explainable Electricity Charge Anomaly Analysis in Smart Grids. | Diego Weng Qiu, Hongyong Zhou, Yuting Sun, Wenyue Xiao, Lin Shang |
| 2025 | AAAI | GaitCycFormer: Leveraging Gait Cycles and Transformers for Gait Emotion Recognition. | Qingyang Zeng, Lin Shang |
| 2024 | COLING | Autonomous Aspect-Image Instruction a2II: Q-Former Guided Multimodal Sentiment Classification. | Junjia Feng, Mingqian Lin, Lin Shang, Xiaoying Gao |
| 2024 | IJCNN | Sparse Attack with Meta-Learning. | Weitao Li, Mingqian Lin, Yihan Meng, Yangdai Si, Lin Shang |
| 2024 | IJCNN | Enhance Training Objectives for Image Captioning with Decomposed Sequence-level Metric. | Yehuan Wang, Jiefeng Long, Jian Hu, Lin Shang |
| 2024 | PAKDD | SASBO: Sparse Attack via Stochastic Binary Optimization. | Yihan Meng, Weitao Li, Lin Shang |
| 2023 | ICDM | Enhancing Interpretability in AI-Generated Image Detection with Genetic Programming. | Mingqian Lin, Lin Shang, Xiaoying Gao |
| 2023 | IJCNN | Improving Chinese Spelling Correction by Ranking. | Jun Feng, Shuai Wang, Wenbiao Yin, Lin Shang |
| 2023 | PRICAI | Adv-Triplet Loss for Sparse Attack on Facial Expression Recognition. | Weitao Li, Shijun Li, Lin Shang |
| 2022 | DASFAA | Hyperbolic Personalized Tag Recommendation. | Weibin Zhao, Aoran Zhang, Lin Shang, Yonghong Yu, Li Zhang, Can Wang, Jiajun Chen, Hongzhi Yin |
| 2022 | EMNLP | Efficient Nearest Neighbor Emotion Classification with BERT-whitening. | Wenbiao Yin, Lin Shang |
| 2022 | ICPR | Generating Spatial-aware Captions for TextCaps. | Yehuan Wang, Lin Shang |
| 2022 | IJCNN | ContextBert: Enhanced Implicit Sentiment Analysis Using Implicit-sentiment-query Attention. | Wenbiao Yin, Lin Shang |
| 2022 | PAKDD | Improve Chinese Spelling Check by Reevaluation. | Shuai Wang, Lin Shang |
| 2022 | PRICAI | All up to You: Controllable Video Captioning with a Masked Scene Graph. | Zhen Yang, Lin Shang |
| 2021 | GECCO | "Re-ID BUFF": an enhanced similarity measurement based on genetic programming for person re-identification. | Yiming Li, Lin Shang |
| 2021 | GECCO | Genetic programming for borderline instance detection in high-dimensional unbalanced classification. | Wenbin Pei, Bing Xue, Lin Shang, Mengjie Zhang |
| 2021 | IJCNN | Multi-granularity Pose Fusion Network with Views for Person Re-identification. | Yong Liu, Yiming Li, Andy Song, Lin Shang |
| 2021 | PRICAI | Few-Shot Crowd Counting via Self-supervised Learning. | Jiefeng Long, Chun Li, Lin Shang |
| 2021 | PRICAI | MGEoT: A Multi-grained Ensemble Method for Time Series Classification. | Ziyi Wang, Yujie Zhou, Chun Li, Lin Shang, Bing Xue |
| 2021 | PRICAI | A Calibration Method for Sentiment Time Series by Deep Clustering. | Jingyi Wu, Baopu Qiu, Lin Shang |
| 2020 | CEC | A Threshold-free Classification Mechanism in Genetic Programming for High-dimensional Unbalanced Classification. | Wenbin Pei, Bing Xue, Lin Shang, Mengjie Zhang |
| 2020 | GECCO | A genetic programming method for classifier construction and cost learning in high-dimensional unbalanced classification. | Wenbin Pei, Bing Xue, Lin Shang, Mengjie Zhang |
| 2020 | PAKDD | Data-Free Adversarial Perturbations for Practical Black-Box Attack. | Zhaoxin Huan, Yulong Wang, Xiaolu Zhang, Lin Shang, Chilin Fu, Jun Zhou |
| 2019 | CEC | New Fitness Functions in Genetic Programming for Classification with High-dimensional Unbalanced Data. | Wenbin Pei, Bing Xue, Lin Shang, Mengjie Zhang |
| 2019 | GECCO | Reuse of program trees in genetic programming with a new fitness function in high-dimensional unbalanced classification. | Wenbin Pei, Bing Xue, Lin Shang, Mengjie Zhang |
| 2019 | IJCAI | Latent Semantics Encoding for Label Distribution Learning. | Suping Xu, Lin Shang, Furao Shen |
| 2019 | IJCNN | Multi-task Learning with Bidirectional Language Models for Text Classification. | Qi Yang, Lin Shang |
| 2019 | PAKDD | Accurate Identification of Electrical Equipment from Power Load Profiles. | Ziyi Wang, Chun Li, Lin Shang |
| 2019 | PRICAI | Foreground Mask Guided Network for Crowd Counting. | Chun Li, Lin Shang, Suping Xu |
| 2019 | PRICAI | Dynamic Re-ranking with Deep Features Fusion for Person Re-identification. | Yong Liu, Lin Shang, Andy Song |
| 2019 | PRICAI | A Novel Thought of Pruning Algorithms: Pruning Based on Less Training. | Yue Li, Weibin Zhao, Lin Shang |
| 2018 | ICONIP | Multi-Dimensional Optical Flow Embedded Genetic Programming for Anomaly Detection in Crowded Scenes. | Zeyu Mi, Lin Shang, Bing Xue |
| 2018 | PAKDD | Model the Dynamic Evolution of Facial Expression from Image Sequences. | Zhaoxin Huan, Lin Shang |
| 2017 | GECCO | PSO-based parameters selection for the bilateral filter in image denoising. | Chengyan Wang, Bing Xue, Lin Shang |
| 2017 | ICONIP | Deep Learning Features for Lung Adenocarcinoma Classification with Tissue Pathology Images. | Jia He, Lin Shang, Hong Ji, Xiuling Zhang |
| 2016 | GECCO | Improving Generalisation of Genetic Programming for Symbolic Regression with Structural Risk Minimisation. | Qi Chen, Bing Xue, Lin Shang, Mengjie Zhang |
| 2016 | ICMLC | Minimum cost attribute reduction in three-way decisions based Bayesian network. | Xiuyi Jia, Huaxiong Li, Lin Shang |
| 2016 | PRICAI | Using Canonical Correlation Analysis for Parallelized Attribute Reduction. | Ping Li, Mengting Xu, Jianyang Wu, Lin Shang |
| 2016 | PRICAI | Sentiment Analysis for Images on Microblogging by Integrating Textual Information with Multiple Kernel Learning. | Junxin Tan, Mengting Xu, Lin Shang, Xiuyi Jia |
| 2015 | PAKDD | Sentiment Analysis on Microblogging by Integrating Text and Image Features. | Yaowen Zhang, Lin Shang, Xiuyi Jia |
| 2014 | CEC | Anomaly detection in crowded scenes using genetic programming. | Cheng Xie, Lin Shang |
| 2014 | GECCO | Fitness proportionate selection based binary particle swarm optimization. | Xing Liu, Lin Shang |
| 2013 | CEC | Binary particle swarm optimisation and rough set theory for dimension reduction in classification. | Liam Cervante, Bing Xue, Lin Shang, Mengjie Zhang |
| 2013 | CEC | A fast wrapper feature subset selection method based on binary particle swarm optimization. | Xing Liu, Lin Shang |
| 2013 | PAKDD | Parallel Sentiment Polarity Classification Method with Substring Feature Reduction. | Yaowen Zhang, Xiaojun Xiang, Cunyan Yin, Lin Shang |
| 2012 | CEC | Binary particle swarm optimisation for feature selection: A filter based approach. | Liam Cervante, Bing Xue, Mengjie Zhang, Lin Shang |
| 2012 | PRICAI | Opinion Target Extraction for Short Comments. | Lin Shang, Haipeng Wang, Xinyu Dai, Mengjie Zhang |
| 2012 | PRICAI | A Particle Swarm Optimisation Based Multi-objective Filter Approach to Feature Selection for Classification. | Bing Xue, Liam Cervante, Lin Shang, Mengjie Zhang |
| 2011 | IDEAL | P2LSA and P2LSA+: Two Paralleled Probabilistic Latent Semantic Analysis Algorithms Based on the MapReduce Model. | Yan Jin, Yang Gao, Yinghuan Shi, Lin Shang, Ruili Wang, Yubin Yang |
| 2011 | ISVC | A Relevance Feedback Framework for Image Retrieval Based on Ant Colony Algorithm. | Guang-Peng Chen, Yu-Bin Yang, Yao Zhang, Ling-Yan Pan, Yang Gao, Lin Shang |
| 2010 | PAKDD | Rough Margin Based Core Vector Machine. | Gang Niu, Bo Dai, Lin Shang, Yangsheng Ji |
| 2009 | GRC | MLOD: Multi-granularity local outlier detection. | Liang Gao, Shaoyue Yu, Yu-Pan Luo, Lin Shang |
| 2009 | ICONIP | Finding Appropriate Turning Point for Text Sentiment Polarity. | Haipeng Wang, Lin Shang, Xinyu Dai, Cunyan Yin |
| 2007 | GRC | RoughTree A Classifier with Naive-Bayes and Rough Sets Hybrid in Decision Tree Representation. | Yangsheng Ji, Lin Shang |
| 2006 | GRC | Mining Frequent Patterns based on Compressed FP-tree without Conditional FP-tree Generation. | Fei Chen, Lin Shang, Ming Li, Zhaoqian Chen, Shifu Chen |
| 2005 | ICNC | Evolutionary Computation and Rough Set-Based Hybrid Approach to Rule Generation. | Lin Shang, Qiong Wan, Zhi-Hong Zhao, Shifu Chen |
| 2004 | IJCNN | Application of fuzzy classification by evolutionary neural network in incipient fault detection of power transformer. | Jingen Wang, Lin Shang, Shifu Chen, Yanfei Wang |
| 2003 | VCIP | Image vectorization in digital image watermarking. | Lin Shang |