| 2026 | AAAI | Transferable Graph Condensation from the Causal Perspective. | Huaming Du, Yijie Huang, Su Yao, Yiying Wang, Yueyang Zhou, Jingwen Yang, Jinshi Zhang, Han Ji, Yu Zhao, Guisong Liu, Hegui Zhang, Carl Yang, Gang Kou |
| 2026 | AAAI | SFedHIFI: Fire Rate-Based Heterogeneous Information Fusion for Spiking Federated Learning. | Ran Tao, Qiugang Zhan, Shantian Yang, Xiurui Xie, Qi Tian, Guisong Liu |
| 2026 | ACL | OASIS: Mitigating Harmful Fine-tuning Attacks on LLMs via Orthogonal and Adaptive Safety Alignment Strategy. | Jiayu Tang, Guowei Peng, Qiuhao Xie, Yuning Yang, Xiurui Xie, Guisong Liu |
| 2026 | PAKDD | A Comprehensive Survey on Enterprise Financial Risk Analysis from Big Data and LLMs Perspective. | Huaming Du, Cancan Feng, Yuqian Lei, Chenyang Zhang, Guisong Liu, Gang Kou, Carl Yang, Yu Zhao |
| 2026 | WWW | Traceable Latent Variable Discovery Based on Multi-Agent Collaboration. | Huaming Du, Tao Hu, Yijie Huang, Yu Zhao, Guisong Liu, Tao Gu, Gang Kou, Carl Yang |
| 2025 | AAAI | Responsive Dynamic Graph Disentanglement for Metro Flow Forecasting. | Qiang Gao, Zizheng Wang, Li Huang, Goce Trajcevski, Guisong Liu, Xueqin Chen |
| 2025 | AAAI | Adversity-aware Few-shot Named Entity Recognition via Augmentation Learning. | Li Huang, Haowen Liu, Qiang Gao, Jiajing Yu, Guisong Liu, Xueqin Chen |
| 2025 | AAAI | Enhancing the Adversarial Robustness via Manifold Projection. | Zhiting Li, Shibai Yin, Tai-Xiang Jiang, Yexun Hu, Jia-Mian Wu, Guowei Yang, Guisong Liu |
| 2025 | AAAI | Flexible Sharpness-Aware Personalized Federated Learning. | Xinda Xing, Qiugang Zhan, Xiurui Xie, Yuning Yang, Qiang Wang, Guisong Liu |
| 2025 | EMNLP | Explainable Text Classification with LLMs: Enhancing Performance through Dialectical Prompting and Explanation-Guided Training. | Huaming Du, Lei Yuan, Cancan Feng, Guisong Liu, Gang Kou, Carl Yang |
| 2025 | ICASSP | Spectral Low-Rank Attention with Flow-Based Refinement for Spectral Reconstruction. | Yiwen Wang, Zixin Tang, Yexun Hu, Guisong Liu, Tai-Xiang Jiang |
| 2025 | ICDE | Birds of a Feather: Enhancing Multimodal Fake News Detection Via Multi-Element Retrieval. | Xueqin Chen, Xiaoyu Huang, Qiang Gao, Li Huang, Jiajing Yu, Guisong Liu |
| 2025 | KDD | Causal Discovery through Synergizing Large Language Model and Data-Driven Reasoning. | Huaming Du, Yujia Zheng, Baoyu Jing, Yu Zhao, Gang Kou, Guisong Liu, Tao Gu, Weimin Li, Carl Yang |
| 2025 | KDD | Progressive Dependency Representation Learning for Stock Ranking in Uncertain Risk Contrasting. | Li Huang, Yanzhe Xie, Qiang Gao, Kunpeng Zhang, Guisong Liu, Xueqin Chen |
| 2023 | ICASSP | Attention Localness in Shared Encoder-Decoder Model For Text Summarization. | Li Huang, Hongmei Wu, Qiang Gao, Guisong Liu |
| 2023 | KSEM | Spatial-Temporal Diffusion Probabilistic Learning for Crime Prediction. | Qiang Gao, Hongzhu Fu, Yutao Wei, Li Huang, Xingmin Liu, Guisong Liu |
| 2023 | KSEM | HBay: Predicting Human Mobility via Hyperspherical Bayesian Learning. | Li Huang, Kai Liu, Chaoran Liu, Qiang Gao, Xiao Zhou, Guisong Liu |
| 2022 | IPCCC | An Enhanced Representation Method for Pedestrian Trajectory Prediction based on Adaptive GCN. | Lizong Zhang, Yutao Jiang, Bei Hui, Zhe Liu, Guisong Liu |
| 2016 | LCN | Joint Resource Reservation and Flow Scheduling for Ultra-Low-Latency Transmission. | Guolin Sun, Dawit Kefyalew, Guisong Liu |
| 2016 | LCN | Air-Interface Slice Based Dynamic Resource Reservation for Ultra-Low-Latency IoT Transmissions. | Guolin Sun, Guohui Wang, Guisong Liu |
| 2016 | LCN | User Demand Aware Soft-Association Control in Ultra-Dense Small Cell Networks. | Guolin Sun, Hangming Zhang, Guisong Liu |
| 2014 | ICONIP | Recognizing Human Actions by Using the Evolving Remote Supervised Method of Spiking Neural Networks. | Xiurui Xie, Hong Qu, Guisong Liu, Lingshuang Liu |
| 2009 | ICNC | Modified PCNN Filtering for Fingerprint Enhancement. | Luping Ji, Xiaorong Pu, Guisong Liu |
| 2009 | ICNC | Study to Speech Emotion Recognition Based on TWINsSVM. | Chengfu Yang, Luping Ji, Guisong Liu |
| 2008 | ICNC | Boosting the Hierarchical Hyperellipsoidal Neural Gas Networks. | Xiufen Fang, Guisong Liu, Tingzhu Huang |
| 2006 | ISNN | Intrusion Detection Using PCASOM Neural Networks. | Guisong Liu, Zhang Yi |