| 2026 | AAAI | Phantom Menace: Exploring and Enhancing the Robustness of VLA Models Against Physical Sensor Attacks. | Xuancun Lu, Jiaxiang Chen, Shilin Xiao, Zizhi Jin, Zhangrui Chen, Hanwen Yu, Bohan Qian, Ruochen Zhou, Xiaoyu Ji, Wenyuan Xu |
| 2025 | ACL | AI2Agent: An End-to-End Framework for Deploying AI Projects as Autonomous Agents. | Jiaxiang Chen, Jingwei Shi, Lei Gan, Jiale Zhang, Qingyu Zhang, Dongqian Zhang, Xin Pang, Zhucong Li, Yinghui Xu |
| 2025 | EMNLP | From Implicit Exploration to Structured Reasoning: Guideline and Refinement for LLMs. | Jiaxiang Chen, Zhuo Wang, Mingxi Zou, Zhucong Li, Zhijian Zhou, Song Wang, Zenglin Xu |
| 2025 | EMNLP | FinHEAR: Human Expertise and Adaptive Risk-Aware Temporal Reasoning for Financial Decision-Making. | Jiaxiang Chen, Mingxi Zou, Zhuo Wang, Qifan Wang, Danny Dongning Sun, Zhang Chi, Zenglin Xu |
| 2024 | ICASSP | Decoupling and Refilling: A Simple Data Augmentation Method for Aspect Term Extraction. | Jiaxiang Chen, Yu Hong, Chaoqun Liu, Qingting Xu, Guodong Zhou |
| 2024 | ICML | An Effective Dynamic Gradient Calibration Method for Continual Learning. | Weichen Lin, Jiaxiang Chen, Ruomin Huang, Hu Ding |
| 2023 | EMNLP | Smart "Chef": Verifying the Effect of Role-based Paraphrasing for Aspect Term Extraction. | Jiaxiang Chen, Yu Hong, Qingting Xu, Jianmin Yao |
| 2023 | EMNLP | Low-Resource Comparative Opinion Quintuple Extraction by Data Augmentation with Prompting. | Qingting Xu, Yu Hong, Fubang Zhao, Kaisong Song, Yangyang Kang, Jiaxiang Chen, Guodong Zhou |
| 2023 | IJCNN | Data Augmentation via Back-translation for Aspect Term Extraction. | Qingting Xu, Yu Hong, Jiaxiang Chen, Jianmin Yao, Guodong Zhou |
| 2023 | IJCNN | GCN-based End-to-End Model for Comparative Opinion Quintuple Extraction. | Qingting Xu, Yu Hong, Fubang Zhao, Kaisong Song, Jiaxiang Chen, Yangyang Kang, Guodong Zhou |
| 2022 | IJCNN | Aspect Term Extraction via Contrastive Learning over Self-augmented Data. | Yuchen Pan, Yu Hong, Qingting Xu, Jiaxiang Chen, Jianmin Yao |
| 2022 | ICTAI | Enhancing Neural Aspect Term Extraction Using Part-Of-Speech and Syntactic Dependency Features. | Jiaxiang Chen, Yu Hong, Qingting Xu, Jianmin Yao, Guodong Zhou |