Personal Introduction

Current position: Postdoc, Department of Computer Science, City University of Hong Kong

Research Interest: Autonomous Driving, Causality Mining, Natural Language Processing, Emotion Analysis

Contact

Email: xinhong.chen@cityu.edu.hk

Address: Department of Computer Science, City University of Hong Kong

Selected Publication

• Xinhong Chen, Qing Li, Zongxi Li, Haoran Xie, Fu Lee Wang, Jianping Wang. A Reinforcement Learning Based Two-Stage Model for Emotion Cause Pair Extraction. In: IEEE Transactions on Affective Computing, 2022, doi: 10.1109/TAFFC.2022.3218648.
• Luyao Ye, Zezhong Wang, Xinhong Chen, Jianping Wang, Kui Wu, Kejie Lu. GSAN: Graph Self-Attention Network for Learning Spatial-Temporal Interaction Representation in Autonomous Driving. In: IEEE Internet of Things Journal, vol. 9, no. 12, pp. 9190-9204, 2022.
• Yifan Zhang, Xinhong Chen, Jianping Wang, Zuduo Zheng, Kui Wu. A Generative Car-following Model Conditioned On Driving Styles. In: Transportation Research Part C: Emerging Technologies, vol. 15, 103926, 2022.
• Huaguo Chen, Jianjun Yang, Xinhong Chen*. A convolution-based deep learning approach for estimating compressive strength of fiber reinforced concrete at elevated temperatures. In: Construction and Building Materials 313, 125437, 2021.
• Zongxi Li, Xinhong Chen; Haoran Xie; Qing Li; Xiaohui Tao; Gary Cheng. EmoChannel-SA: exploring emotional dependency towards classification task with self-attention mechanism. In: World Wide Web. 24(6), 2049–2070, 2021.
• Zongxi Li, Xinhong Chen, Haoran Xie, Qing Li and Xiaohui Tao, EmoChannelAttn: Exploring Emotional Construction Towards Multi-Class Emotion Classification. In: Proceedings of 2020 IEEE/WIC/ACM International Joint Conference on Web Intelligence and Intelligent Agent Technology (WI-IAT), 242-249, 2020.
• Luyao Ye, Zezhong Wang, Xinhong Chen, Jianping Wang, Kui Wu, Kejie Lu. GSAN: Graph Self-Attention Network for Interaction Measurement in Autonomous Driving. In: Proceedings of 2020 IEEE 17th International Conference on Mobile Ad Hoc and Sensor Systems (MASS), 274-282, 2020.
• Xinhong Chen, Qing Li, Jianping Wang. Conditional Causal Relationships between Emotions and Causes in Texts. In: Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing, 3111-3121, 2020.
• Xinhong Chen, Qing Li, Jianping Wang. A Unified Sequence Labeling Model for Emotion Cause Pair Extraction. In: Proceedings of the 28th International Conference on Computational Linguistics, 208-218, 2020.
• Xinhong Chen, Qing Li. Event modeling and mining: a long journey toward explainable events. In: The VLDB Journal 29, 459–482, 2020.