Refereed Journal and Conference Paper

(*equal contribution/corresponding author)
  1. Zhichen Lai, Dalin Zhang*, Huan Li, Dongxiang Zhang, Hua Lu, Christian S Jensen (2024) ReCTSi: Resource-efficient Correlated Time Series Imputation via Decoupled Pattern Learning and Completeness-aware Attentions. Proceedings of the 30th ACM SIGKDD Conference on Knowledge Discovery and Data Mining (KDD). (CCF A)
  2. Zhichen Lai, Dalin Zhang*, Huan Li, Christian S Jensen, Hua Lu, Yan Zhao (2024) LightCTS*: Lightweight Correlated Time Series Forecasting Enhanced with Model Distillation. IEEE Transactions on Knowledge and Data Engineering (TKDE). (CCF A)
  3. Huan Liu, Yuzhe Zhang, Xuxu Chen, Dalin Zhang*, Rui Li, Tao Qin (2024) Self-Supervised EEG Representation Learning for Robust Emotion Recognition. ACM Transactions on Sensor Networks (TOSN). (CCF B)
  4. Yuzhe Zhang, Huan Liu, Di Wang, Dalin Zhang, Tianyu Lou, Qinghua Zheng, Chai Quek (2024) Cross-modal credibility modelling for EEG-based multimodal emotion recognition. Journal of Neural Engineering (JNE). (IF=4.0)
  5. Xiaoqing Zhang, Xigang Yuan, Min Wang, Yongjian Wang, Dalin Zhang* (2024) Pricing strategy for the automobile producer considering consumer anxiety behavior and policy substitution effect . Journal of Cleaner Production (JCLP). (IF=11.1, 1区Top)
  6. Zhichen Lai, Huan Li, Dalin Zhang*, Yan Zhao, Weizhu Qian, Christian S. Jensen (2024) E2USD: Efficient-yet-effective Unsupervised State Detection for Multivariate Time Series. the 2024 ACM Web Conference (oral) (WWW). (CORE: A*, CCF: A) Artifacts Available Badge
  7. Huan Liu, Tianyu Lou, Yuzhe Zhang, Yixiao Wu, Yang Xiao, Christian S. Jensen, Dalin Zhang* (2024) EEG-Based Multimodal Emotion Recognition: A Machine Learning Perspective. IEEE Transactions on Instrumentation and Measurement (TIM). (IF=5.6, 2区Top)
  8. Zhen Chen, Dalin Zhang, Shanshan Feng, Kaixuan Chen, Lisi Chen, Peng Han, Shuo Shang (2024) KGTS: Contrastive Trajectory Similarity Learning over Prompt Knowledge Graph Embedding. the 38th AAAI Conference on Artificial Intelligence (AAAI). (CORE: A*, CCF: A)
  9. Enyuan Zhou, Song Guo, Zicong Hong, Christian S. Jensen, Yang Xiao, Dalin Zhang*, Jinwen Liang, Qingqi Pei (2023) VeriDKG: A Verifiable SPARQL Query Engine for Decentralized Knowledge Graphs. the 50th International Conference on Very Large Data Bases (PVLDB). (CORE: A*, CCF: A)
  10. Weizhu Qian, Yan Zhao, Dalin Zhang, Bowei Chen, Kai Zheng, Xiaofang Zhou (2023) Towards A Unified Understanding of Uncertainty Quantification in Traffic Flow Forecasting. IEEE Transactions on Knowledge and Data Engineering (TKDE). (IF=8.9, CCF: A)
  11. Yixiao Wu, Huan Liu, Dalin Zhang, Yuzhe Zhang, Tianyu Lou, Qinghua Zheng (2023) AutoEER: automatic EEG-based emotion recognition with neural architecture search. Journal of Neural Engineering (JNE). (IF=4.0)
  12. Lei Wang, Xingwei Wang, Dalin Zhang*, Xiaolei Ma, Yong Zhang, Haipeng Dai, Chenren Xu, Zhijun Li, Tao Gu (2023) Knowing Your Heart Condition Anytime: User-Independent ECG Measurement using Commercial Mobile Phones. Proceedings of the ACM on Interactive, Mobile, Wearable and Ubiquitous Technologies (IMWUT). (CORE: A*, CCF: A)
  13. Zhichen Lai, Dalin Zhang*, Huan Li, Christian S. Jensen, Hua Lu, Yan Zhao (2023) LightCTS: A Lightweight Framework for Correlated Time Series Forecasting. Proceedings of the ACM on Management of Data 1 (2), 1-26 (SIGMOD-23). (CORE: A*, CCF: A) Badges: Artifacts Available, Artifacts Evaluated & Reusable, Results Reproduced
  14. Xinle Wu, Dalin Zhang*, Miao Zhang, Chenjuan Guo, Bin Yang, Christian S. Jensen (2023) AutoCTS+: Joint Neural Architecture and Hyperparameter Search for Correlated Time Series Forecasting. Proceedings of the ACM on Management of Data 1 (1), 1-26 (SIGMOD-23). (CORE: A*, CCF: A)
  15. Yan Zhao, Jiaxin Liu, Yunchuan Li, Dalin Zhang*, Christian S Jensen, Kai Zheng (2023) Preference-aware Group Task Assignment in Spatial Crowdsourcing: Effectiveness and Efficiency. IEEE Transactions on Knowledge and Data Engineering (TKDE). (CORE: A*, CCF: A)
  16. Dalin Zhang, Christoffer Hansen, Fredrik De Frène, Simon Park Kærgaard, Weizhu Qian, Kaixuan Chen (2023) Automated Labeling and Online Evaluation for Self-paced Movement Detection BCI. Knowledge-Based Systems 265, 110383 (KBS). (IF=8.8, 1区Top)
  17. Weizhu Qian, Dalin Zhang, Yan Zhao, Kai Zheng, James J.Q. Yu (2023) Uncertainty Quantification for Traffic Forecasting: A Unified Approach. the 39th International Conference on Data Engineering (ICDE-23). (CORE: A*, CCF: A)
  18. Jonathan Fjord Jønler, Frederik Brunø Lottrup, Bogi Berg, Dalin Zhang*, Kaixuan Chen (2022) Probabilistic Forecasts of Global Horizontal Irradiance for Solar Systems. IEEE Sensors Letters 7(1), 2475-1472 (SL). (IF=2.8)
  19. Yuzhe Zhang, Huan Liu, Dalin Zhang, Xuxu Chen, Tao Qin, Qinghua Zheng (2022) EEG-based Emotion Recognition with Emotion Localization via Hierarchical Self-Attention. IEEE Transactions on Affective Computing (TAC). (IF=11.2, JCR Q1, SJR Q1)
  20. Xinle Wu, Dalin Zhang, Chenjuan Guo, Chaoyang He, Bin Yan, Christian S. Jensen (2021) AutoCTS: Automated Correlated Time Series Forecasting. the 48th International Conference on Very Large Data Bases (PVLDB). (CORE: A*, CCF: A)
  21. Jonas Brusokas, Torben Bach Pedersen, Laurynas Šikšnys, Dalin Zhang, Kaixuan Chen (2021) HeatFlex: Machine learning based data-driven flexibility prediction for individual heat pumps. the 12th ACM International Conference on Future Energy Systems (ACM e-Energy).
  22. Kaixuan Chen, Dalin Zhang*, Lina Yao, Bin Guo, Zhiwen Yu, Yunhao Liu (2021) Deep learning for sensor-based human activity recognition: overview, challenges and opportunities. ACM Computing Surveys 54 (4), 77:1-40 (CUSR). (co-first author)(IF=16.6, SJR Q1) ESI Hot Paper, ESI Highly Cited Paper
  23. Dalin Zhang, Lina Yao, Kaixuan Chen, Zheng Yang, Xin Gao, Yunhao Liu (2021) Preventing Sensitive Information Leakage from Mobile Sensor Signals via Integrative Transformation. IEEE Transactions on Mobile Computing 21 (12), 4517 - 4528 (TMC). (IF=7.9, CCF A)
  24. Dalin Zhang, Kaixuan Chen, Debao Jian, Lina Yao (2020) Motor Imagery Classification via Temporal Attention Cues of Graph Embedded EEG Signals. IEEE Journal of Biomedical and Health Informatics 24 (9), 2570-2579(JBHI). (IF=7.7, SJR Q1)
  25. Wei Liang, Dalin Zhang*, Xiang Yuan (2020) Making Sense of Spatio-Temporal Preserving Representations for EEG-Based Human Intention Recognitionn. China Communications 17(7), 193-206 (CC). (IF=4.1, SJR Q1)
  26. Kaixuan Chen, Lina Yao, Dalin Zhang, Xianzhi Wang, Xiaojun Chang, Feiping Nie (2019) A Semisupervised Recurrent Convolutional Attention Model for Human Activity Recognition. IEEE Transactions on Neural Network and Learning System 31(5), 1747-1756 (TNNLS). (IF=10.4, JCR Q1, CCF: B, SJR Q1) ESI Highly Cited Paper
  27. Dalin Zhang, Lina Yao, Kaixuan Chen, Sen Wang, Xiaojun Chang, Yunhao Liu (2019) Making Sense of Spatio-Temporal Preserving Representations for EEG-Based Human Intention Recognitionn. IEEE Transactions on Cybernetics 50 (7), 3033-3044 (TCYB). (IF=11.8, JCR Q1, SJR Q1, Core A) ESI Highly Cited Paper
  28. Dalin Zhang, Kaixuan Chen, Debao Jian, Lina Yao, Sen Wang, Po Li (2019) Learning Attentional Temporal Cues of Brainwaves with Spatial Embedding for Motion Intent Detection . the 19th IEEE International Conference on Data Mining (ICDM-19). Beijing, China, November 8-11 2019 (CORE: A*, CCF: B)
  29. Dalin Zhang, Lina Yao, Kaixuan Chen, Guodong Long, Sen Wang (2019) Collective Protection: Preventing Sensitive Inferences via Integrative Transformation . the 19th IEEE International Conference on Data Mining (ICDM-19). Beijing, China, November 8-11 2019 (CORE: A*, CCF: B)
  30. Kaixuan Chen, Lina Yao, Dalin Zhang, Bin Guo, Zhiwen Yu (2019) Multi-agent Attentional Activity Recognition . the 28th International Joint Conference on Artificial Intelligence (IJCAI-19). Macao, China, August 10-16 2019 (CORE: A*, CCF: A)
  31. Kaixuan Chen, Lina Yao, Dalin Zhang, Sen Wang, Xiaojun Chang, Yunhao Liu (2019) Distributionally Robust Semi-Supervised Learning for People-Centric Sensing . the 33rd AAAI Conference on Artificial Intelligence (AAAI-19). Honolulu, Hawaii, USA, January 27-February 1 2019 (CORE: A*, CCF: A)
  32. Dalin Zhang, Lina Yao, Kaixuan Chen, Sen Wang, Haghighi Pari, SullivanCaley (2019) A Graph-based Hierarchical Attention Model for Movement Intention Detection from EEG Signals. IEEE Transactions on Neural System and Rehabilitation Engineering 27(11) 2247-2253 (TNSRE). (IF=4.9, JCR Q1, SJR Q1)
  33. Dalin Zhang, Lina Yao, Kaixuan Chen, Jessica Monaghan (2019) A Convolutional Recurrent Attention Model for Subject-Independent EEG Signal Analysis. IEEE Signal Processing Letters 26 (5), 715-719 (SPL). (IF=3.9, JCR Q2, SJR Q1) 2024 Best paper nomination
  34. Dalin Zhang, Lina Yao, Kaixuan Chen, Sen Wang (2018) Ready for Use: Subject-Independent Movement Intention Recognition via A Convolutional Attention Model. the 27th ACM International Conference on Information and Knowledge Management (CIKM-18). Lingotto, Turin, Italy, July 22 - 26 2018 (CORE: A, CCF: B)
  35. Kaixuan Chen, Lina Yao, Xianzhi Wang, Dalin Zhang, Tao Gu, Zhiwen Yu, Zheng Yang (2018) Interpretable Parallel Recurrent Neural Networks with Convolutional Attentions for Multi-Modality Activity Modeling. the 2018 International Joint Conference on Neural Networks (IJCNN-18). Rio de Janeiro, Brazil, July 8 - 13 2018 (CORE: A, CCF: C)
  36. Dalin Zhang, Lina Yao, Sen Wang, Kaixuan Chen, Boualem Benatallah (2018) Fuzzy Integral Optimization with Deep Q-Network for EEG-based Intention Recognition. the 22nd Pacific-Asia Conference on Knowledge Discovery and Data Mining (PAKDD-18). Melbourne, Australia, June 3 - 6 2018 (CORE: A, CCF: C)
  37. Dalin Zhang, Lina Yao, Xiang Zhang, Sen Wang, Weitong Chen, Robert Boots (2018) Cascade and Parallel Convolutional Recurrent Neural Network on EEG-based Intention Recognition for Brain Computer Interface. the Thirty-Second AAAI Conference on Artificial Intelligence (AAAI-18). New Orleans, Louisiana USA, February 2 - 7 2018 (CORE: A*, CCF: A)
  38. Xiang Zhang, Lina Yao, Quan Z. Sheng, Salil S. Kanhere, Tao Gu, Dalin Zhang (2018) Converting Your Thoughts to Texts: Enabling Brain Typing via Deep Feature Learning of EEG Signals. IEEE International Conference on Pervasive Computing and Communications (Percom-18). Athens Greece, March 19 - 23 2018 (CORE: A*, CCF: B)
  39. Xiang Zhang, Lina Yao, Dalin Zhang, Xianzhi Wang, Quan Z. Sheng, Tao Gu (2017) Multi-Person Brain Activity Recognition via Comprehensive EEG Signal Analysis. the 14th International Conference on Mobile and Ubiquitous Systems: Computing, Networking and Services (Mobiquitous-17). Melbourne Australia, November 7 - 10 2017 (CORE: A, CCF: C)

Before 2017

  1. Kai Yu, Dalin Zhang, Hui Cong, Xu Zhang, Yuhua Zhao, BuWen Cheng, ChuanBo Li (2016) Defect-free GeSn alloy strips on Si by Sn self-catalyzed MBE method. IEEE 13th International Conference on Group IV Photonics (GFP-16). Shanghai China, August 24 - 26 2016
  2. Dalin Zhang, Zhi Liu, Dongliang Zhang, Xu Zhang, Junying Zhang, Jun Zheng, Yuhua Zuo, Chunlai Xue, Chuanbo Li, Shunri Oda, Buwen Cheng, Qiming Wang (2015) Sn-Guided Defect-Free GeSn Lateral Growth on Si by Molecular Beam Epitaxy. Journal of Physical Chemistry C (JPCC) 119, no. 31 (2015): 17842-17847. (IF=4.309, JCR Q1, SJR Q1, ERA A*)
  3. Chunqian Zhang, Fan Yang, Dalin Zhang, Xu Zhang, Chunlai Xue, Yuhua Zuo, Chuanbo Li, Buwen Cheng, Qiming Wang (2015) A binder-free Si-based anode for Li-ion batteries. RSC Advances (RSC ADV). 5, no. 21 (2015): 15940-15943. (IF=3.049, JCR Q2, SJR Q1)
  4. Dalin Zhang, Gong Cheng, Jianquan Wang, Chunqian Zhang, Zhi Liu, Yuhua Zuo, Jun Zheng, Chunlai Xue, Chuanbo Li, Buwen Cheng, Qiming Wang (2014) Horizontal Transfer of Aligned Si Nanowire Arrays and Their Photoconductive Performance. Nanoscale Research Letters (NRL) 9, no. 1 (2014): 661. (IF=3.159, JCR Q1, SJR Q2)
  5. Jianbo Sun, Peng Sun, Dalin Zhang, Jing Xu, Xishuang Liang, Fengmin Liu, Geyu Lu (2014) Growth of SnO2 Nanowire Arrays by Ultrasonic Spray Pyrolysis and Their Gas Sensing Performance. RSC Advances (RSC ADV). 4, no. 82 (2014): 43429-43435. (IF=3.049, JCR Q2, SJR Q1)

Patent

  1. Chuanbo Li, Chunqian Zhang, Dalin Zhang, Chunlai Xue, Buwen Cheng, Qiming Wang Preparation method of polycrystalline silicon-based nano-structure lithium battery. Granted Chinese Patent for Invention, ZL201410284235.8, 2017