A Unified Sequence Labeling Model for Emotion Cause Pair Extraction. - Xinhong Chen 003; Qing Li 001; Jianping Wang 001 (COLING, 2020)

Conditional Causal Relationships between Emotions and Causes in Texts. - Xinhong Chen 003; Qing Li 001; Jianping Wang 001 (EMNLP (1), 2020)

GSAN: Graph Self-Attention Network for Interaction Measurement in Autonomous Driving. - Luyao Ye; Zezhong Wang 004; Xinhong Chen 003; Jianping Wang 001; Kui Wu 001; Kejie Lu (MASS, 2020)

EmoChannelAttn: Exploring Emotional Construction Towards Multi-Class Emotion Classification. - Zongxi Li; Xinhong Chen 003; Haoran Xie 001; Qing Li 001; Xiaohui Tao 001 (WI/IAT, 2020)

Event modeling and mining: a long journey toward explainable events. - Xinhong Chen 003; Qing Li 001 (VLDB J., 2020)

A Generative Car-following Model Conditioned On Driving Styles. - Yifan Zhang; Xinhong Chen 003; Jianping Wang 001; Zuduo Zheng; Kui Wu 001 (CoRR, 2021)

EmoChannel-SA: exploring emotional dependency towards classification task with self-attention mechanism. - Zongxi Li; Xinhong Chen 003; Haoran Xie 001; Qing Li 001; Xiaohui Tao 001; Gary Cheng 001 (World Wide Web, 2021)

GSAN: Graph Self-Attention Network for Learning Spatial-Temporal Interaction Representation in Autonomous Driving. - Luyao Ye; Zezhong Wang 004; Xinhong Chen 003; Jianping Wang 001; Kui Wu 001; Kejie Lu (IEEE Internet Things J., 2022)

TOFG: A Unified and Fine-Grained Environment Representation in Autonomous Driving. - Zihao Wen; Yifan Zhang; Xinhong Chen 003; Jianping Wang 001 (ICRA, 2023)

Recognizing Conditional Causal Relationships about Emotions and Their Corresponding Conditions. - Xinhong Chen 003; Zongxi Li; Yaowei Wang 001; Haoran Xie 001; Jianping Wang 001; Qing Li 001 (CoRR, 2023)

A Reinforcement Learning Based Two-Stage Model for Emotion Cause Pair Extraction. - Xinhong Chen 003; Qing Li 001; Zongxi Li; Haoran Xie 001; Fu Lee Wang; Jianping Wang 001 (IEEE Trans. Affect. Comput., 2023)

CCTR: Calibrating Trajectory Prediction for Uncertainty-Aware Motion Planning in Autonomous Driving. - Chengtai Cao; Xinhong Chen 003; Jianping Wang 001; Qun Song 001; Rui Tan 001; Yung-Hui Li (AAAI, 2024)

SGDCL: Semantic-Guided Dynamic Correlation Learning for Explainable Autonomous Driving. - Chengtai Cao; Xinhong Chen 003; Jianping Wang 001; Qun Song 001; Rui Tan 001; Yung-Hui Li (IJCAI, 2024)

BehaviorGPT: Smart Agent Simulation for Autonomous Driving with Next-Patch Prediction. - Zikang Zhou; Haibo Hu; Xinhong Chen 003; Jianping Wang 001; Nan Guan; Kui Wu 001; Yung-Hui Li; Yu-Kai Huang; Chun Jason Xue (NeurIPS, 2024)

Progressive Hierarchical Deep Reinforcement Learning for defect wafer test. - Meng Xu 009; Xinhong Chen 003; Yechao She; Jianping Wang 001 (Knowl. Based Syst., 2024)

TOFG: Temporal Occupancy Flow Graph for Prediction and Planning in Autonomous Driving. - Zihao Wen; Yifan Zhang; Xinhong Chen 003; Jianping Wang 001; Yung-Hui Li; Yu-Kai Huang (IEEE Trans. Intell. Veh., 2024)

Tempnet: A graph convolutional network for temperature field prediction of fire-damaged concrete. - Huaguo Chen; Jianjun Yang; Xinhong Chen 003; Dong Zhang; Vincent J. L. Gan (Expert Syst. Appl., 2024)

Time-Varying Weights in Multi-Reward Architecture for Deep Reinforcement Learning. - Meng Xu 009; Xinhong Chen 003; Yechao She; Yang Jin; Jianping Wang 001 (IEEE Trans. Emerg. Top. Comput. Intell., 2024)

Strengthening Cooperative Consensus in Multi-Robot Confrontation. - Meng Xu 009; Xinhong Chen 003; Yechao She; Yang Jin; Guanyi Zhao; Jianping Wang 001 (ACM Trans. Intell. Syst. Technol., 2024)

CoDynTrust: Robust Asynchronous Collaborative Perception via Dynamic Feature Trust Modulus. - Yunjiang Xu; Lingzhi Li 001; Jin Wang 009; Benyuan Yang; Zhiwen Wu; Xinhong Chen 003; Jianping Wang 001 (CoRR, 2025)

CoT-VLM4Tar: Chain-of-Thought Guided Vision-Language Models for Traffic Anomaly Resolution. - Tianchi Ren; Haibo Hu; Jiacheng Zuo; Xinhong Chen 003; Jianping Wang 001; Chun Jason Xue; Jen-Ming Wu; Nan Guan (CoRR, 2025)

Policy Correction and State-Conditioned Action Evaluation for Few-Shot Lifelong Deep Reinforcement Learning. - Meng Xu 009; Xinhong Chen 003; Jianping Wang 001 (IEEE Trans. Neural Networks Learn. Syst., 2025)

A Unified Sparse Training Framework for Lightweight Lifelong Deep Reinforcement Learning. - Meng Xu 009; Xinhong Chen 003; Weiwei Fu; Yi-Rong Lin; Yung-Hui Li; Jianping Wang 001 (IEEE Trans. Syst. Man Cybern. Syst., 2025)

A Novel Topology Adaptation Strategy for Dynamic Sparse Training in Deep Reinforcement Learning. - Meng Xu 009; Xinhong Chen 003; Jianping Wang 001 (IEEE Trans. Neural Networks Learn. Syst., 2025)