| 2026 | AAAI | FT-NCFM: An Influence-Aware Data Distillation Framework for Efficient VLA Models. | Kewei Chen, Yayu Long, Shuai Li, Mingsheng Shang |
| 2026 | AAAI | PIPHEN: Physical Interaction Prediction with Hamiltonian Energy Networks. | Kewei Chen, Yayu Long, Mingsheng Shang |
| 2026 | AAAI | Revisiting Fairness-aware Interactive Recommendation: Item Lifecycle as a Control Knob. | Yun Lu, Xiaoyu Shi, Hong Xie, Chongjun Xia, Zhenhui Gong, Mingsheng Shang |
| 2026 | ACL | ATAAT: Adaptive Threat-Aware Adversarial Tuning Framework against Backdoor Attacks on Vision-Language-Action Models. | Kewei Chen, Yayu Long, Shuai Li, Mingsheng Shang |
| 2026 | ACL | ElasticFlow: One-Step Physics-Consistent Policy with Elastic Time Horizons for Language-Guided Manipulation. | Kewei Chen, Yayu Long, Shuai Li, Mingsheng Shang |
| 2025 | ACL | DRAE: Dynamic Retrieval-Augmented Expert Networks for Lifelong Learning and Task Adaptation in Robotics. | Yayu Long, Kewei Chen, Long Jin, Mingsheng Shang |
| 2025 | ICA3PP | ERL-CDR: Evolutionary Reinforcement Learning with Causal Decoupling Representation. | Zuohao Wu, Guang Li, Zihao li, Jiaqi Wei, Mingsheng Shang |
| 2025 | NAACL | IFIR: A Comprehensive Benchmark for Evaluating Instruction-Following in Expert-Domain Information Retrieval. | Tingyu Song, Guo Gan, Mingsheng Shang, Yilun Zhao |
| 2025 | SMC | A Particle swarm optimization based Residual Negative Magnitude Shaping Scheme for Vibration Control. | Weiyi Yang, Ye Yuan, Mingsheng Shang |
| 2025 | SMC | CA-Gen: Cluster-aware Anomaly Generation for Video Anomaly Detection. | HaiFu Ye, Lin Chen, Mingsheng Shang |
| 2024 | ICONIP | Temporal-Contextual Event Learning for Pedestrian Crossing Intent Prediction. | Hongbin Liang, Hezhe Qiao, Wei Huang, Qizhou Wang, Mingsheng Shang, Lin Chen |
| 2024 | ICWS | Hierarchical Reinforcement Learning for Long-term Fairness in Interactive Recommendation. | Chongjun Xia, Xiaoyu Shi, Hong Xie, Quanliang Liu, Mingsheng Shang |
| 2023 | DASFAA | A Predictive Coding Approach to Multivariate Time Series Anomaly Detection. | Zhi Qi, Hong Xie, Mingsheng Shang |
| 2023 | DASFAA | A Self-decoupled Interpretable Prediction Framework for Highly-Variable Cloud Workloads. | Bingchao Wang, Xiaoyu Shi, Mingsheng Shang |
| 2023 | IJCNN | CGCCMR: An Enhanced Multi-gate Model for Cross-Market Recommendation. | Jinyu Mo, Hong Xie, Xiaoyu Shi, Mingsheng Shang |
| 2023 | ICWS | Towards Long-term Fairness in Interactive Recommendation: A Maximum Entropy Reinforcement Learning Approach. | Xiaoyu Shi, Quanliang Liu, Hong Xie, Mingsheng Shang |
| 2022 | AAAI | Zero Stability Well Predicts Performance of Convolutional Neural Networks. | Liangming Chen, Long Jin, Mingsheng Shang |
| 2022 | DASFAA | Toward Auto-Learning Hyperparameters for Deep Learning-Based Recommender Systems. | Bo Sun, Di Wu, Mingsheng Shang, Yi He |
| 2022 | IJCNN | Aspect-aware Asymmetric Representation Learning Network for Review-based Recommendation. | Hao Liu, Hezhe Qiao, Xiaoyu Shi, Mingsheng Shang |
| 2022 | ICSOC | Performance and Cost-Aware Task Scheduling via Deep Reinforcement Learning in Cloud Environment. | Zihui Zhao, Xiaoyu Shi, Mingsheng Shang |
| 2022 | SMC | Attention Auxiliary Spatial Fusion for Pedestrian Attribute Recognition. | Meijun Luo, Lin Chen, Yunni Xia, Mingsheng Shang |
| 2021 | IJCNN | Improving Pedestrian Attribute Recognition with Multi-Scale Spatial Calibration. | Jiabao Zhong, Hezhe Qiao, Lin Chen, Mingsheng Shang, Qun Liu |
| 2020 | ECAI | Temporal Web Service QoS Prediction via Kalman Filter-Incorporated Latent Factor Analysis. | Ye Yuan, Mingsheng Shang, Xin Luo |
| 2020 | SMC | A Compressed Sensing and Porous 9-7 Wavelet Transform-based Image Fusion Algorithm. | Qing Li, Mingsheng Shang |
| 2020 | WWW | A Generalized and Fast-converging Non-negative Latent Factor Model for Predicting User Preferences in Recommender Systems. | Ye Yuan, Xin Luo, Mingsheng Shang, Di Wu |
| 2020 | WISE | A Clustering-Based Collaborative Filtering Recommendation Algorithm via Deep Learning User Side Information. | Chonghao Zhao, Xiaoyu Shi, Mingsheng Shang, Yiqiu Fang |
| 2019 | HPCC | SLAs-Aware Online Task Scheduling Based on Deep Reinforcement Learning Method in Cloud Environment. | Longyu Ran, Xiaoyu Shi, Mingsheng Shang |
| 2019 | ICNC | A Deep Self-learning Classification Framework for Incomplete Medical Patents with Multi-label. | Mengzhen Luo, Xiaoyu Shi, Qianqian Ji, Mingsheng Shang, Xianbo He, Weiguo Tao |
| 2019 | ICNC | Random Forest-Based Ensemble Estimator for Concrete Compressive Strength Prediction via AdaBoost Method. | Yuanxin Lv, Xiaoyu Shi, Longyu Ran, Mingsheng Shang |
| 2019 | ISPA | A Deep Temporal Collaborative Filtering Recommendation Framework via Joint Learning from Long and Short-Term Effects. | Qianqian Ji, Xiaoyu Shi, Mingsheng Shang |
| 2019 | PAKDD | A Data-Aware Latent Factor Model for Web Service QoS Prediction. | Di Wu, Xin Luo, Mingsheng Shang, Yi He, Guoyin Wang, Xindong Wu |
| 2019 | SMC | A Fast Autoencoder-based Recommender. | Jiajia Jiang, Yunni Xia, Mingsheng Shang |
| 2018 | ICIP | Fully Convolutional Neural Networks for Tissue Histopathology Image Classification and Segmentation. | Binbin Peng, Lin Chen, Mingsheng Shang, Jianjun Xu |
| 2018 | SMC | Accelerated Non-negative Latent Factor Analysis on High-Dimensional and Sparse Matrices via Generalized Momentum Method. | Zhigang Liu, Xin Luo, Shuai Li, Mingsheng Shang |
| 2017 | IJCAI | Symmetric Non-negative Latent Factor Models for Undirected Large Networks. | Xin Luo, Mingsheng Shang |
| 2017 | IJCNN | Nonlinearly-activated noise-tolerant zeroing neural network for distributed motion planning of multiple robot arms. | Long Jin, Shuai Li, Xin Luo, Mingsheng Shang |
| 2017 | IJCNN | A dynamic neural controller for adaptive optimal control of permanent magnet DC motors. | Yinyan Zhang, Shuai Li, Xin Luo, Mingsheng Shang |
| 2016 | DASC | Discovering Items with Potential Popularity on Social Media. | Khushnood Abbas, Xin Luo, Mingsheng Shang |
| 2016 | ICDM | Efficient Extraction of Non-negative Latent Factors from High-Dimensional and Sparse Matrices in Industrial Applications. | Xin Luo, Mingsheng Shang, Shuai Li |
| 2016 | ICNC | Solving bi-objective unconstrained binary quadratic programming problem with multi-objective path relinking algorithm. | Lei Song, Rong-Qiang Zeng, Yang Wang, Mingsheng Shang |
| 2016 | IDEAL | An Effective Genetic Algorithm with Uniform Crossover for Bi-objective Unconstrained Binary Quadratic Programming Problem. | Chao Huo, Rong-Qiang Zeng, Yang Wang, Mingsheng Shang |
| 2012 | ISMIS | A Hybrid Decision Approach to Detect Profile Injection Attacks in Collaborative Recommender Systems. | Sheng Huang, Mingsheng Shang, Shimin Cai |