| 2026 | AAAI | Medical Vision-Language Pretraining with LLM-Guided Temporal Supervision. | Liang Bai, Zhi Wang, Huimin Yan, Xian Yang |
| 2026 | AAAI | GCIB: Causal Intervention Guided Graph Information Bottleneck Framework. | Hangyuan Du, Rong Wang, Lixin Cui, Gaoxia Jiang, Liang Bai, Wenjian Wang |
| 2026 | AAAI | Attribute-guided Dynamic Prompt Learning for Graph Neural Networks. | Zhuomin Liang, Liang Bai, Xian Yang |
| 2026 | AAAI | One-Step Generative Policies with Q-Learning: A Reformulation of MeanFlow. | Zeyuan Wang, Da Li, Yulin Chen, Ye Shi, Liang Bai, Tianyuan Yu, Yanwei Fu |
| 2026 | AAAI | CauVQ: Causal Vector Quantization for Graph OOD Generalization. | Weihong Zhang, Liang Bai, Hangyuan Du, Xian Yang |
| 2026 | AAAI | Adaptive Evolutionary Fusion for Multi-View Clustering. | Yunxiao Zhao, Liang Bai, Xian Yang |
| 2026 | ICDE | DIFFCOM: Conditional Discrete Diffusion Model for Community Search. | Ling Li, Liang Bai, Siqiang Luo, Yejiang Wang, Yuhai Zhao |
| 2025 | AAAI | Class Semantic Attribute Perception Guided Zero-Shot Learning. | Qin Yue, Junbiao Cui, Jianqing Liang, Liang Bai |
| 2025 | ACL | ProMedTS: A Self-Supervised, Prompt-Guided Multimodal Approach for Integrating Medical Text and Time Series. | Shuai Niu, Jing Ma, Hongzhan Lin, Liang Bai, Zhihua Wang, Wei Bi, Richard Yi Da Xu, Guo Li, Xian Yang |
| 2025 | ACL | Knowledge-Augmented Multimodal Clinical Rationale Generation for Disease Diagnosis with Small Language Models. | Shuai Niu, Jing Ma, Hongzhan Lin, Liang Bai, Zhihua Wang, Richard Yi Da Xu, Yunya Song, Xian Yang |
| 2025 | IJCNN | Enhancing Out-of-distribution Generalization for Graph Learning with Causal Information Bottleneck. | Hangyuan Du, Shuaijun Li, Liang Bai, Lu Bai, Wenjian Wang |
| 2025 | IJCNN | A Graph Contrastive Recommendation Model Based on Dual-channel Data Augmentation. | Hangyuan Du, Liting Ma, Liang Bai, Lu Bai, Wenjian Wang |
| 2023 | AAAI | Contrastive Learning with the Feature Reconstruction Amplifier. | Wentao Cui, Liang Bai |
| 2023 | ICONIP | Motif-SocialRec: A Multi-channel Interactive Semantic Extraction Model for Social Recommendation. | Hangyuan Du, Yuan Liu, Wenjian Wang, Liang Bai |
| 2022 | COLING | Improving Deep Embedded Clustering via Learning Cluster-level Representations. | Qing Yin, Zhihua Wang, Yunya Song, Richard Yida Xu, Shuai Niu, Liang Bai, Yike Guo, Xian Yang |
| 2022 | KDD | Dual Bidirectional Graph Convolutional Networks for Zero-shot Node Classification. | Qin Yue, Jiye Liang, Junbiao Cui, Liang Bai |
| 2020 | AAAI | A Three-Level Optimization Model for Nonlinearly Separable Clustering. | Liang Bai, Jiye Liang |
| 2020 | HealthCom | GeoAI-based Epidemic Control with Geo-Social Data Sharing on Blockchain. | Shaoliang Peng, Liang Bai, Li Xiong, Qiang Qu, Xiaolan Xie, Shulin Wang |
| 2020 | ICML | Sparse Subspace Clustering with Entropy-Norm. | Liang Bai, Jiye Liang |
| 2018 | MMM | Deep Convolutional Neural Network for Correlating Images and Sentences. | Yuhua Jia, Liang Bai, Peng Wang, Jinlin Guo, Yuxiang Xie |
| 2018 | UIC | SWATS: A Lightweight VANET Anonymous Traceback System Based on Random Superposition Watermarking. | Xiaoliang Wang, Jianming Jiang, Liang Bai, Baowei Wang |
| 2017 | MMM | Utilizing Locality-Sensitive Hash Learning for Cross-Media Retrieval. | Yuhua Jia, Liang Bai, Peng Wang, Jinlin Guo, Yuxiang Xie, Tianyuan Yu |
| 2017 | MMM | Deep Convolutional Neural Network for Bidirectional Image-Sentence Mapping. | Tianyuan Yu, Liang Bai, Jinlin Guo, Zheng Yang, Yuxiang Xie |
| 2017 | SMC | Large-field 3D imaging using an array of gradually-changed FOV cameras. | Yan Wang, Lidong Chen, Liang Bai |
| 2016 | DASC | An Efficient Tool for Industrial Control System Security Analysis. | Chuangming Xia, Jing Tian, Erqing Li, Junwei Zhou, Jianwen Xiang, Jin Wang, Liang Bai, Yueying He |
| 2010 | ICNC | Task scheduling with load balancing using multiple ant colonies optimization in grid computing. | Liang Bai, Yan-Li Hu, Songyang Lao, Weiming Zhang |
| 2009 | ICIG | Goalmouth Detection in Field-Ball Game Video Using Fuzzy Decision Tree. | Jiang Bu, Songyang Lao, Liang Bai, Sabrina Tollari, Christophe Marsala |
| 2008 | ICNC | Existence and Stability of Non-zero Steady State Solutions for Discrete Neutral Networks. | Guang Zhang, Yunling Luo, Liang Bai |
| 2005 | SMC | Feature analysis and extraction for audio automatic classification. | Liang Bai, Yaali Hu, Songyang Lao, Jianyun Chen, Ling-Da Wu |