| 2026 | KDD | LMID: A Comprehensive Multimodal Dataset for Failure Prediction in Cloud Computing Systems. | Lingfei Deng, Ruqiao Xu, Yunong Wang, Xiaoming Du, Xuhua Ma, Xudong Zheng, Dongrui Wu |
| 2025 | ICCV | FusionGen: Feature Fusion-Based Few-Shot EEG Data Generation. | Yuheng Chen, Dingkun Liu, Xinyao Yang, Xinping Xu, Baicheng Chen, Dongrui Wu |
| 2025 | SMC | VLD-LP: Vulnerability Detection and Root Cause Localization with Large Language Model and Parameter-efficient Language Model Tuning. | Huanyu Wu, Yunlu Tu, Fan Huang, Dongrui Wu |
| 2024 | ICASSP | Semi-Supervised Domain Adaptation for Eeg-Based Sleep Stage Classification. | Shitao Zheng, Dongrui Wu |
| 2024 | IJCNN | TMMM: Transformer in Multimodal Sentiment Analysis under Missing Modalities. | Huanyu Wu, Siyang Li, Dongrui Wu |
| 2024 | KDD | Time-Aware Attention-Based Transformer (TAAT) for Cloud Computing System Failure Prediction. | Lingfei Deng, Yunong Wang, Haoran Wang, Xuhua Ma, Xiaoming Du, Xudong Zheng, Dongrui Wu |
| 2024 | SMC | Protecting Multiple Types of Privacy Simultaneously in EEG-Based Brain-Computer Interfaces. | Lubin Meng, Xue Jiang, Tianwang Jia, Dongrui Wu |
| 2024 | SMC | Knowledge-Data Fusion Based Source-Free Semi-Supervised Domain Adaptation for Seizure Subtype Classification. | Ruimin Peng, Jiayu An, Dongrui Wu |
| 2023 | ICASSP | WAVELET2VEC: A Filter Bank Masked Autoencoder for EEG-Based Seizure Subtype Classification. | Ruimin Peng, Changming Zhao, Yifan Xu, Jun Jiang, Guangtao Kuang, Jianbo Shao, Dongrui Wu |
| 2023 | IJCNN | Semi-Supervised Generalized Source-Free Domain Adaptation (SSG-SFDA). | Jiayu An, Changming Zhao, Dongrui Wu |
| 2023 | IJCNN | Cross-Modal Diversity-Based Active Learning for Multi-Modal Emotion Estimation. | Yifan Xu, Lubin Meng, Ruimin Peng, Yingjie Yin, Jingting Ding, Liang Li, Dongrui Wu |
| 2022 | ECCV | Facial Expression Recognition In-the-Wild with Deep Pre-trained Models. | Siyang Li, Yifan Xu, Huanyu Wu, Dongrui Wu, Yingjie Yin, Jiajiong Cao, Jingting Ding |
| 2021 | ICONIP | Manifold Discriminative Transfer Learning for Unsupervised Domain Adaptation. | Xueliang Quan, Dongrui Wu, Mengliang Zhu, Kun Xia, Lingfei Deng |
| 2021 | IJCAI | Rethink the Connections among Generalization, Memorization, and the Spectral Bias of DNNs. | Xiao Zhang, Haoyi Xiong, Dongrui Wu |
| 2021 | IJCNN | Curse of Dimensionality for TSK Fuzzy Neural Networks: Explanation and Solutions. | Yuqi Cui, Dongrui Wu, Yifan Xu |
| 2021 | SMC | Multi-Task Active Learning for Simultaneous Emotion Classification and Regression. | Xue Jiang, Lubin Meng, Dongrui Wu |
| 2020 | ICLR | Empirical Studies on the Properties of Linear Regions in Deep Neural Networks. | Xiao Zhang, Dongrui Wu |
| 2020 | IJCNN | Integrating Informativeness, Representativeness and Diversity in Pool-Based Sequential Active Learning for Regression. | Ziang Liu, Dongrui Wu |
| 2020 | IJCNN | Supervised Discriminative Sparse PCA with Adaptive Neighbors for Dimensionality Reduction. | Zhenhua Shi, Dongrui Wu, Jian Huang, Yu-Kai Wang, Chin-Teng Lin |
| 2020 | IJCNN | Active Stacking for Heart Rate Estimation. | Dongrui Wu, Chenfeng Guo, Feifei Liu, Chengyu Liu |
| 2020 | IJCNN | Discriminative Joint Probability Maximum Mean Discrepancy (DJP-MMD) for Domain Adaptation. | Wen Zhang, Dongrui Wu |
| 2019 | ICONIP | White-Box Target Attack for EEG-Based BCI Regression Problems. | Lubin Meng, Chin-Teng Lin, Tzyy-Ping Jung, Dongrui Wu |
| 2019 | SMC | Channel and Trials Selection for Reducing Covariate Shift in EEG-based Brain-Computer Interfaces. | He He, Dongrui Wu |
| 2017 | ICONIP | EEG-Based Driver Drowsiness Estimation Using Convolutional Neural Networks. | Yuqi Cui, Dongrui Wu |
| 2017 | ICONIP | Transfer Learning Enhanced Common Spatial Pattern Filtering for Brain Computer Interfaces (BCIs): Overview and a New Approach. | He He, Dongrui Wu |
| 2017 | ICONIP | Real-Time fMRI-Based Brain Computer Interface: A Review. | Yang Wang, Dongrui Wu |
| 2017 | SMC | Generating a fuzzy rule-based brain-state-drift detector by riemann-metric-based clustering. | Yu-Cheng Chang, Yu-Kai Wang, Dongrui Wu, Chin-Teng Lin |
| 2017 | SMC | Active semi-supervised transfer learning (ASTL) for offline BCI calibration. | Dongrui Wu |
| 2016 | SMC | Agreement rate initialized maximum likelihood estimator for ensemble classifier aggregation and its application in brain-computer interface. | Dongrui Wu, Vernon J. Lawhern, Stephen M. Gordon, Brent J. Lance, Chin-Teng Lin |
| 2016 | SMC | Offline EEG-based driver drowsiness estimation using enhanced batch-mode active learning (EBMAL) for regression. | Dongrui Wu, Vernon J. Lawhern, Stephen M. Gordon, Brent J. Lance, Chin-Teng Lin |
| 2016 | SMC | Spectral meta-learner for regression (SMLR) model aggregation: Towards calibrationless brain-computer interface (BCI). | Dongrui Wu, Vernon J. Lawhern, Stephen M. Gordon, Brent J. Lance, Chin-Teng Lin |
| 2015 | ACII | Online driver's drowsiness estimation using domain adaptation with model fusion. | Dongrui Wu, Chun-Hsiang Chuang, Chin-Teng Lin |
| 2015 | ACII | Reducing BCI calibration effort in RSVP tasks using online weighted adaptation regularization with source domain selection. | Dongrui Wu, Vernon J. Lawhern, Brent J. Lance |
| 2015 | SMC | Efficient Labeling of EEG Signal Artifacts Using Active Learning. | Vernon Lawhern, David Slayback, Dongrui Wu, Brent J. Lance |
| 2015 | SMC | Reducing Offline BCI Calibration Effort Using Weighted Adaptation Regularization with Source Domain Selection. | Dongrui Wu, Vernon J. Lawhern, Brent J. Lance |
| 2014 | SMC | Transfer learning and active transfer learning for reducing calibration data in single-trial classification of visually-evoked potentials. | Dongrui Wu, Brent Lance, Vernon Lawhern |
| 2012 | Interspeech | Genetic Algorithm Based Feature Selection for Speaker Trait Classification. | Dongrui Wu |
| 2011 | ACII | Active Class Selection for Arousal Classification. | Dongrui Wu, Thomas D. Parsons |
| 2011 | ACII | Inductive Transfer Learning for Handling Individual Differences in Affective Computing. | Dongrui Wu, Thomas D. Parsons |
| 2010 | GRC | Interval Type-2 Fuzzy PI Controllers: Why They are More Robust. | Dongrui Wu, Woei Wan Tan |
| 2010 | Interspeech | Acoustic feature analysis in speech emotion primitives estimation. | Dongrui Wu, Thomas D. Parsons, Shrikanth S. Narayanan |
| 2007 | GRC | Perceptual Reasoning: A New Computing with Words Engine. | Jerry M. Mendel, Dongrui Wu |
| 2007 | IFSA | A Vector Similarity Measure for Type-1 Fuzzy Sets. | Dongrui Wu, Jerry M. Mendel |