| 2026 | AAAI | DarkFarseer: Robust Spatio-Temporal Kriging Under Graph Sparsity and Noise. | Zhuoxuan Liang, Wei Li, Dalin Zhang, Ziyu Jia, Yidan Chen, Zhihong Wang, Xiangping Zheng, Moustafa Youssef |
| 2026 | DASFAA | A Non-stationary Spatiotemporal Hawkes Process for Railway Delay Causality Learning. | Jubao Cheng, Dalin Zhang, Shunjie Yang, Yunjuan Peng, Rong-Hua Li |
| 2026 | WWW | Can LLMs Fool Graph Learning? Exploring Universal Adversarial Attacks on Text-Attributed Graphs. | Zihui Chen, Yuling Wang, Pengfei Jiao, Kai Wu, Xiao Wang, Xiang Ao, Dalin Zhang |
| 2025 | APSEC | Software Trustworthiness Assessment Based on Causal Evidence Graph. | Weina Zhang, Dalin Zhang, Zhenguo Ding |
| 2025 | ICASSP | A Multi-Label EEG Dataset for Mental Attention State Classification in Online Learning. | Huan Liu, Yuzhe Zhang, Guanjian Liu, Xinxin Du, Haochong Wang, Dalin Zhang |
| 2025 | ICNP | Poster: SCL-IDS - A Semi-Supervised Continual Learning Framework for Adaptive Intrusion Detection. | Chaoqun Guo, Dalin Zhang |
| 2025 | KDD | Beyond Fixed Variables: Expanding-variate Time Series Forecasting via Flat Scheme and Spatio-temporal Focal Learning. | Minbo Ma, Kai Tang, Huan Li, Fei Teng, Dalin Zhang, Tianrui Li |
| 2024 | AAAI | KGTS: Contrastive Trajectory Similarity Learning over Prompt Knowledge Graph Embedding. | Zhen Chen, Dalin Zhang, Shanshan Feng, Kaixuan Chen, Lisi Chen, Peng Han, Shuo Shang |
| 2024 | KDD | ReCTSi: Resource-efficient Correlated Time Series Imputation via Decoupled Pattern Learning and Completeness-aware Attentions. | Zhichen Lai, Dalin Zhang, Huan Li, Dongxiang Zhang, Hua Lu, Christian S. Jensen |
| 2024 | WWW | E2Usd: Efficient-yet-effective Unsupervised State Detection for Multivariate Time Series. | Zhichen Lai, Huan Li, Dalin Zhang, Yan Zhao, Weizhu Qian, Christian S. Jensen |
| 2023 | ICDE | Uncertainty Quantification for Traffic Forecasting: A Unified Approach. | Weizhu Qian, Dalin Zhang, Yan Zhao, Kai Zheng, James J. Q. Yu |
| 2023 | ICPADS | DTC: Addressing the long-tailed problem in intrusion detection through the divide-then-conquer paradigm. | Chaoqun Guo, Nan Wang, Yuanlin Sun, Dalin Zhang |
| 2023 | ICPADS | Fairness with adaptive weight in network attack detection. | Xuezhi Wen, Nan Wang, Yuanlin Sun, Fan Xu, Dalin Zhang, Xibin Zhao |
| 2022 | WoWMoM | Deep-Reinforcement-Learning-based User-Preference-Aware Rate Adaptation for Video Streaming. | Lingyun Lu, Jun Xiao, Wei Ni, Haifeng Du, Dalin Zhang |
| 2021 | PPoPP | Reasoning about recursive tree traversals. | Yanjun Wang, Jinwei Liu, Dalin Zhang, Xiaokang Qiu |
| 2020 | TrustCom | An Automatic Vulnerability Classification System for IoT Softwares. | Haibo Chen, Dalin Zhang, Jinfu Chen, Wei Lin, Dengzhou Shi, Zian Zhao |
| 2019 | AAAI | Distributionally Robust Semi-Supervised Learning for People-Centric Sensing. | Kaixuan Chen, Lina Yao, Dalin Zhang, Xiaojun Chang, Guodong Long, Sen Wang |
| 2019 | ICDM | Learning Attentional Temporal Cues of Brainwaves with Spatial Embedding for Motion Intent Detection. | Dalin Zhang, Kaixuan Chen, Debao Jian, Lina Yao, Sen Wang, Po Li |
| 2019 | ICDM | Collective Protection: Preventing Sensitive Inferences via Integrative Transformation. | Dalin Zhang, Lina Yao, Kaixuan Chen, Guodong Long, Sen Wang |
| 2019 | IJCAI | Multi-agent Attentional Activity Recognition. | Kaixuan Chen, Lina Yao, Dalin Zhang, Bin Guo, Zhiwen Yu |
| 2018 | AAAI | Cascade and Parallel Convolutional Recurrent Neural Networks on EEG-based Intention Recognition for Brain Computer Interface. | Dalin Zhang, Lina Yao, Xiang Zhang, Sen Wang, Weitong Chen, Robert Boots, Boualem Benatallah |
| 2018 | CIKM | Ready for Use: Subject-Independent Movement Intention Recognition via a Convolutional Attention Model. | Dalin Zhang, Lina Yao, Kaixuan Chen, Sen Wang |
| 2018 | IJCNN | Interpretable Parallel Recurrent Neural Networks with Convolutional Attentions for Multi-Modality Activity Modeling. | Kaixuan Chen, Lina Yao, Xianzhi Wang, Dalin Zhang, Tao Gu, Zhiwen Yu, Zheng Yang |
| 2018 | PAKDD | Fuzzy Integral Optimization with Deep Q-Network for EEG-Based Intention Recognition. | Dalin Zhang, Lina Yao, Sen Wang, Kaixuan Chen, Zheng Yang, Boualem Benatallah |
| 2018 | PERCOM | Converting Your Thoughts to Texts: Enabling Brain Typing via Deep Feature Learning of EEG Signals. | Xiang Zhang, Lina Yao, Quan Z. Sheng, Salil S. Kanhere, Tao Gu, Dalin Zhang |
| 2017 | Mobiquitous | Multi-Person Brain Activity Recognition via Comprehensive EEG Signal Analysis. | Xiang Zhang, Lina Yao, Dalin Zhang, Xianzhi Wang, Quan Z. Sheng, Tao Gu |
| 2013 | APSEC | Diagnosis-Oriented Alarm Correlations. | Dalin Zhang, Dahai Jin, Yunzhan Gong, Hailong Zhang |
| 2013 | ISSRE | Improving the accuracy of static analysis based on state partition. | Dalin Zhang, Hailong Zhang, Dahai Jin, Yunzhan Gong |