Dalin Zhang

72 papers A* 12A 1B 1C 1Misc 1Journal 52Unranked 3
YearRankTypeTitle / Venue / Authors
2026 J jnl
Addressing Missing Data in Thermal Power Plant Monitoring With Hybrid Attention Time Series Imputation.
IEEE Signal Process. Lett.
Liusong Huang, Adam Amril Jaharadak, Nor Izzati Ahmad, Jie Wang, Dalin Zhang
2026 A* conf
Can LLMs Fool Graph Learning? Exploring Universal Adversarial Attacks on Text-Attributed Graphs.
WWW
Zihui Chen, Yuling Wang, Pengfei Jiao, Kai Wu, Xiao Wang, Xiang Ao, Dalin Zhang
2026 J jnl
Can LLMs Fool Graph Learning? Exploring Universal Adversarial Attacks on Text-Attributed Graphs.
CoRR
Zihui Chen, Yuling Wang, Pengfei Jiao, Kai Wu, Xiao Wang, Xiang Ao, Dalin Zhang
2026 J jnl
DQE: A Semantic-Aware Evaluation Metric for Time Series Anomaly Detection.
CoRR
Yuewei Li, Dalin Zhang, Huan Li, Xinyi Gong, Hongjun Chu, Zhaohui Song
2026 J jnl
MIND-EEG: Multi-Granularity Integration Network With Discrete Codebook for EEG-Based Emotion Recognition.
IEEE Trans. Affect. Comput.
Yuzhe Zhang, Chengxi Xie, Huan Liu, Yuhan Shi, Guanjian Liu, Dalin Zhang
2025 Misc conf
A Multi-Label EEG Dataset for Mental Attention State Classification in Online Learning.
ICASSP
Huan Liu, Yuzhe Zhang, Guanjian Liu, Xinxin Du, Haochong Wang, Dalin Zhang
2025 — conf
Beyond Fixed Variables: Expanding-variate Time Series Forecasting via Flat Scheme and Spatio-temporal Focal Learning.
KDD (2)
Minbo Ma, Kai Tang, Huan Li, Fei Teng, Dalin Zhang, Tianrui Li
2025 J jnl
LLM-Enhanced Multi-Teacher Knowledge Distillation for Modality-Incomplete Emotion Recognition in Daily Healthcare.
IEEE J. Biomed. Health Informatics
Yuzhe Zhang, Huan Liu, Yang Xiao, Mohammed Amoon, Dalin Zhang, Di Wang, Shusen Yang, Chai Quek
2025 J jnl
LibEER: A Comprehensive Benchmark and Algorithm Library for EEG-Based Emotion Recognition.
IEEE Trans. Affect. Comput.
Huan Liu, Shusen Yang, Yuzhe Zhang, Mengze Wang, Fanyu Gong, Chengxi Xie, Guanjian Liu, Zejun Liu, Yongjin Liu, Bao-Liang Lu, Dalin Zhang
2025 J jnl
LightCast: Efficient Traffic Flow Forecasting via an Integrated Compression Framework.
IEEE Trans. Intell. Veh.
Rui Zheng, Dalin Zhang, Chunjiao Dong, Shouyu Huang, Jing Wang
2025 J jnl
Not All Data are Good Labels: On the Self-supervised Labeling for Time Series Forecasting.
CoRR
Yuxuan Yang, Dalin Zhang, Yuxuan Liang, Hua Lu, Gang Chen, Huan Li
2025 J jnl
Pistis: A Decentralized Knowledge Graph Platform Enabling Ownership-Preserving SPARQL Querying.
Proc. VLDB Endow.
Enyuan Zhou, Song Guo, Zicong Hong, Christian S. Jensen, Yang Xiao, Jinwen Liang, Dalin Zhang
2025 A* conf
Pushing Trade-Off Boundaries: Compact yet Effective Remote Sensing Change Detection.
ACM Multimedia
Luosheng Xu, Dalin Zhang, Zhaohui Song
2025 J jnl
Robust Multi-UAV Cooperative Maritime Object Recognition Under Dynamic Aerial Perspectives via Conflict-Modulated Generative Continual Learning Framework.
IEEE Trans. Geosci. Remote. Sens.
Dingyuan Chen, Dalin Zhang, Xinyi Gong, Hongbo Wang, Zhaohui Song
2025 J jnl
The Time-Energy Model: Selective Time-Series Forecasting Using Energy-Based Models.
Trans. Mach. Learn. Res.
Jonas Brusokas, Seshu Tirupathi, Dalin Zhang, Torben Bach Pedersen
2024 J jnl
A Multi-Label EEG Dataset for Mental Attention State Classification in Online Learning.
CoRR
Huan Liu, Yuzhe Zhang, Guanjian Liu, Xinxin Du, Haochong Wang, Dalin Zhang
2024 J jnl
Conditional Lagrangian Wasserstein Flow for Time Series Imputation.
CoRR
Weizhu Qian, Dalin Zhang, Yan Zhao
2024 J jnl
Disentangling Imperfect: A Wavelet-Infused Multilevel Heterogeneous Network for Human Activity Recognition in Flawed Wearable Sensor Data.
CoRR
Mengna Liu, Dong Xiang, Xu Cheng, Xiufeng Liu, Dalin Zhang, Shengyong Chen, Christian S. Jensen
2024 J jnl
E2USD: Efficient-yet-effective Unsupervised State Detection for Multivariate Time Series.
CoRR
Zhichen Lai, Huan Li, Dalin Zhang, Yan Zhao, Weizhu Qian, Christian S. Jensen
2024 A* conf
E2Usd: Efficient-yet-effective Unsupervised State Detection for Multivariate Time Series.
WWW
Zhichen Lai, Huan Li, Dalin Zhang, Yan Zhao, Weizhu Qian, Christian S. Jensen
2024 J jnl
EEG-Based Multimodal Emotion Recognition: A Machine Learning Perspective.
IEEE Trans. Instrum. Meas.
Huan Liu, Tianyu Lou, Yuzhe Zhang, Yixiao Wu, Yang Xiao, Christian S. Jensen, Dalin Zhang
2024 J jnl
Fully Automated Correlated Time Series Forecasting in Minutes.
CoRR
Xinle Wu, Xingjian Wu, Dalin Zhang, Miao Zhang, Chenjuan Guo, Bin Yang, Christian S. Jensen
2024 J jnl
Fully Automated Correlated Time Series Forecasting in Minutes.
Proc. VLDB Endow.
Xinle Wu, Xingjian Wu, Dalin Zhang, Miao Zhang, Chenjuan Guo, Bin Yang, Christian S. Jensen
2024 A* conf
KGTS: Contrastive Trajectory Similarity Learning over Prompt Knowledge Graph Embedding.
AAAI
Zhen Chen, Dalin Zhang, Shanshan Feng, Kaixuan Chen, Lisi Chen, Peng Han, Shuo Shang
2024 J jnl
LightCTS*: Lightweight Correlated Time Series Forecasting Enhanced With Model Distillation.
IEEE Trans. Knowl. Data Eng.
Zhichen Lai, Dalin Zhang, Huan Li, Christian S. Jensen, Hua Lu, Yan Zhao
2024 A* conf
ReCTSi: Resource-efficient Correlated Time Series Imputation via Decoupled Pattern Learning and Completeness-aware Attentions.
KDD
Zhichen Lai, Dalin Zhang, Huan Li, Dongxiang Zhang, Hua Lu, Christian S. Jensen
2024 J jnl
Self-Supervised EEG Representation Learning for Robust Emotion Recognition.
ACM Trans. Sens. Networks
Huan Liu, Yuzhe Zhang, Xuxu Chen, Dalin Zhang, Rui Li, Tao Qin
2024 J jnl
Towards a Unified Understanding of Uncertainty Quantification in Traffic Flow Forecasting.
IEEE Trans. Knowl. Data Eng.
Weizhu Qian, Yan Zhao, Dalin Zhang, Bowei Chen, Kai Zheng, Xiaofang Zhou
2024 J jnl
Who should provide a trade-in service under the online agency-selling mode?
Electron. Commer. Res. Appl.
Xigang Yuan, Zujun Ma, Xiaoqing Zhang, Dalin Zhang
2023 J jnl
AutoCTS+: Joint Neural Architecture and Hyperparameter Search for Correlated Time Series Forecasting.
Proc. ACM Manag. Data
Xinle Wu, Dalin Zhang, Miao Zhang, Chenjuan Guo, Bin Yang, Christian S. Jensen
2023 J jnl
Automated labeling and online evaluation for self-paced movement detection BCI.
Knowl. Based Syst.
Dalin Zhang, Christoffer Hansen, Fredrik De Frène, Simon Park Kærgaard, Weizhu Qian, Kaixuan Chen
2023 J jnl
EEG-Based Emotion Recognition With Emotion Localization via Hierarchical Self-Attention.
IEEE Trans. Affect. Comput.
Yuzhe Zhang, Huan Liu, Dalin Zhang, Xuxu Chen, Tao Qin, Qinghua Zheng
2023 J jnl
Knowing Your Heart Condition Anytime: User-Independent ECG Measurement Using Commercial Mobile Phones.
Proc. ACM Interact. Mob. Wearable Ubiquitous Technol.
Lei Wang, Xingwei Wang, Dalin Zhang, Xiaolei Ma, Yong Zhang, Haipeng Dai, Chenren Xu, Zhijun Li, Tao Gu
2023 J jnl
LightCTS: A Lightweight Framework for Correlated Time Series Forecasting.
CoRR
Zhichen Lai, Dalin Zhang, Huan Li, Christian S. Jensen, Hua Lu, Yan Zhao
2023 J jnl
LightCTS: A Lightweight Framework for Correlated Time Series Forecasting.
Proc. ACM Manag. Data
Zhichen Lai, Dalin Zhang, Huan Li, Christian S. Jensen, Hua Lu, Yan Zhao
2023 J jnl
Preference-Aware Group Task Assignment in Spatial Crowdsourcing: Effectiveness and Efficiency.
IEEE Trans. Knowl. Data Eng.
Yan Zhao, Jiaxin Liu, Yunchuan Li, Dalin Zhang, Christian S. Jensen, Kai Zheng
2023 A* conf
Uncertainty Quantification for Traffic Forecasting: A Unified Approach.
ICDE
Weizhu Qian, Dalin Zhang, Yan Zhao, Kai Zheng, James J. Q. Yu
2023 J jnl
VeriDKG: A Verifiable SPARQL Query Engine for Decentralized Knowledge Graphs.
Proc. VLDB Endow.
Enyuan Zhou, Song Guo, Zicong Hong, Christian S. Jensen, Yang Xiao, Dalin Zhang, Jinwen Liang, Qingqi Pei
2022 J jnl
AutoPINN: When AutoML Meets Physics-Informed Neural Networks.
CoRR
Xinle Wu, Dalin Zhang, Miao Zhang, Chenjuan Guo, Shuai Zhao, Yi Zhang, Huai Wang, Bin Yang
2022 J jnl
Deep Learning for Sensor-based Human Activity Recognition: Overview, Challenges, and Opportunities.
ACM Comput. Surv.
Kaixuan Chen, Dalin Zhang, Lina Yao, Bin Guo, Zhiwen Yu, Yunhao Liu
2022 J jnl
Design Automation for Fast, Lightweight, and Effective Deep Learning Models: A Survey.
CoRR
Dalin Zhang, Kaixuan Chen, Yan Zhao, Bin Yang, Lina Yao, Christian S. Jensen
2022 J jnl
Joint Neural Architecture and Hyperparameter Search for Correlated Time Series Forecasting.
CoRR
Xinle Wu, Dalin Zhang, Miao Zhang, Chenjuan Guo, Bin Yang, Christian S. Jensen
2022 J jnl
Preventing Sensitive Information Leakage From Mobile Sensor Signals via Integrative Transformation.
IEEE Trans. Mob. Comput.
Dalin Zhang, Lina Yao, Kaixuan Chen, Zheng Yang, Xin Gao, Yunhao Liu
2022 J jnl
Uncertainty Quantification for Traffic Forecasting: A Unified Approach.
CoRR
Weizhu Qian, Dalin Zhang, Yan Zhao, Kai Zheng, James J. Q. Yu
2021 J jnl
AutoCTS: Automated Correlated Time Series Forecasting - Extended Version.
CoRR
Xinle Wu, Dalin Zhang, Chenjuan Guo, Chaoyang He, Bin Yang, Christian S. Jensen
2021 J jnl
AutoCTS: Automated Correlated Time Series Forecasting.
Proc. VLDB Endow.
Xinle Wu, Dalin Zhang, Chenjuan Guo, Chaoyang He, Bin Yang, Christian S. Jensen
2021 — conf
HeatFlex: Machine learning based data-driven flexibility prediction for individual heat pumps.
e-Energy
Jonas Brusokas, Torben Bach Pedersen, Laurynas Siksnys, Dalin Zhang, Kaixuan Chen
2020 J jnl
A Semisupervised Recurrent Convolutional Attention Model for Human Activity Recognition.
IEEE Trans. Neural Networks Learn. Syst.
Kaixuan Chen, Lina Yao, Dalin Zhang, Xianzhi Wang, Xiaojun Chang, Feiping Nie
2020 — —
Context-Aware Intent Prediction for Improved Human-Machine Interactions.
Dalin Zhang
2020 J jnl
Deep Learning for Sensor-based Human Activity Recognition: Overview, Challenges and Opportunities.
CoRR
Kaixuan Chen, Dalin Zhang, Lina Yao, Bin Guo, Zhiwen Yu, Yunhao Liu
2020 J jnl
Making Sense of Spatio-Temporal Preserving Representations for EEG-Based Human Intention Recognition.
IEEE Trans. Cybern.
Dalin Zhang, Lina Yao, Kaixuan Chen, Sen Wang, Xiaojun Chang, Yunhao Liu
2020 J jnl
Motor Imagery Classification via Temporal Attention Cues of Graph Embedded EEG Signals.
IEEE J. Biomed. Health Informatics
Dalin Zhang, Kaixuan Chen, Debao Jian, Lina Yao
2020 J jnl
Research on the Dynamics Game Model in a Green Supply Chain: Government Subsidy Strategies under the Retailer's Selling Effort Level.
Complex.
Xigang Yuan, Xiaoqing Zhang, Dalin Zhang
2019 J jnl
A Convolutional Recurrent Attention Model for Subject-Independent EEG Signal Analysis.
IEEE Signal Process. Lett.
Dalin Zhang, Lina Yao, Kaixuan Chen, Jessica Monaghan
2019 A* conf
Collective Protection: Preventing Sensitive Inferences via Integrative Transformation.
ICDM
Dalin Zhang, Lina Yao, Kaixuan Chen, Guodong Long, Sen Wang
2019 A* conf
Distributionally Robust Semi-Supervised Learning for People-Centric Sensing.
AAAI
Kaixuan Chen, Lina Yao, Dalin Zhang, Xiaojun Chang, Guodong Long, Sen Wang
2019 A* conf
Learning Attentional Temporal Cues of Brainwaves with Spatial Embedding for Motion Intent Detection.
ICDM
Dalin Zhang, Kaixuan Chen, Debao Jian, Lina Yao, Sen Wang, Po Li
2019 A* conf
Multi-agent Attentional Activity Recognition.
IJCAI
Kaixuan Chen, Lina Yao, Dalin Zhang, Bin Guo, Zhiwen Yu
2019 J jnl
Multi-agent Attentional Activity Recognition.
CoRR
Kaixuan Chen, Lina Yao, Dalin Zhang, Bin Guo, Zhiwen Yu
2018 J jnl
Brain2Object: Printing Your Mind from Brain Signals with Spatial Correlation Embedding.
CoRR
Xiang Zhang, Lina Yao, Chaoran Huang, Salil S. Kanhere, Dalin Zhang
2018 A* conf
Cascade and Parallel Convolutional Recurrent Neural Networks on EEG-based Intention Recognition for Brain Computer Interface.
AAAI
Dalin Zhang, Lina Yao, Xiang Zhang, Sen Wang, Weitong Chen, Robert Boots, Boualem Benatallah
2018 A* conf
Converting Your Thoughts to Texts: Enabling Brain Typing via Deep Feature Learning of EEG Signals.
PerCom
Xiang Zhang, Lina Yao, Quan Z. Sheng, Salil S. Kanhere, Tao Gu, Dalin Zhang
2018 J jnl
Distributionally Robust Semi-Supervised Learning for People-Centric Sensing.
CoRR
Kaixuan Chen, Lina Yao, Dalin Zhang, Xiaojun Chang, Guodong Long, Sen Wang
2018 — conf
Fuzzy Integral Optimization with Deep Q-Network for EEG-Based Intention Recognition.
PAKDD (1)
Dalin Zhang, Lina Yao, Sen Wang, Kaixuan Chen, Zheng Yang, Boualem Benatallah
2018 B conf
Interpretable Parallel Recurrent Neural Networks with Convolutional Attentions for Multi-Modality Activity Modeling.
IJCNN
Kaixuan Chen, Lina Yao, Xianzhi Wang, Dalin Zhang, Tao Gu, Zhiwen Yu, Zheng Yang
2018 J jnl
Interpretable Parallel Recurrent Neural Networks with Convolutional Attentions for Multi-Modality Activity Modeling.
CoRR
Kaixuan Chen, Lina Yao, Xianzhi Wang, Dalin Zhang, Tao Gu, Zhiwen Yu, Zheng Yang
2018 A conf
Ready for Use: Subject-Independent Movement Intention Recognition via a Convolutional Attention Model.
CIKM
Dalin Zhang, Lina Yao, Kaixuan Chen, Sen Wang
2017 J jnl
Converting Your Thoughts to Texts: Enabling Brain Typing via Deep Feature Learning of EEG Signals.
CoRR
Xiang Zhang, Lina Yao, Quan Z. Sheng, Salil S. Kanhere, Tao Gu, Dalin Zhang
2017 J jnl
EEG-based Intention Recognition from Spatio-Temporal Representations via Cascade and Parallel Convolutional Recurrent Neural Networks.
CoRR
Dalin Zhang, Lina Yao, Xiang Zhang, Sen Wang, Weitong Chen, Robert Boots
2017 J jnl
Fullie and Wiselie: A Dual-Stream Recurrent Convolutional Attention Model for Activity Recognition.
CoRR
Kaixuan Chen, Lina Yao, Tao Gu, Zhiwen Yu, Xianzhi Wang, Dalin Zhang
2017 C conf
Multi-Person Brain Activity Recognition via Comprehensive EEG Signal Analysis.
MobiQuitous
Xiang Zhang, Lina Yao, Dalin Zhang, Xianzhi Wang, Quan Z. Sheng, Tao Gu
2017 J jnl
Multi-Person Brain Activity Recognition via Comprehensive EEG Signal Analysis.
CoRR
Xiang Zhang, Lina Yao, Dalin Zhang, Xianzhi Wang, Quan Z. Sheng, Tao Gu