| 2026 | AAAI | Steering Representations, Safeguarding Privacy: A Cross-Modal Privacy Protection Method for Generative AI. | Jie Zhang, Chenxu Niu, Zhefeng Nan, Yangyan Xu, Jinta Weng |
| 2026 | ACL | CFlowPsyD: An Analysis-Enhanced Dataset for Asynchronous Psychological Counseling through Self-Optimizing Multi-Agent Framework. | Donghao Li, Yifan Deng, Jinta Weng, Xingsheng Zhang, Chenxu Niu, Jingyuan Tian, Heyan Huang, Yue Hu |
| 2025 | IJCNN | PromptHR: A Humor Recognition Network Integrating Deep Commonsense Prompt Learning and Semantic Incongruity. | Xingwei Zeng, Jinta Weng, Hao Wu, Tianxin Huang, Jing Qiu, Heyan Huang |
| 2024 | SMC | Decrease the Prompt Uncertainty: Adversarial Prompt Learning for Few-shot Text Classification. | Jinta Weng, Zhaoguang Zhang, Yaqi Jing, Chenxu Niu, Heyan Huang, Yue Hu |
| 2023 | ICONIP | Instance-Aware and Semantic-Guided Prompt for Few-Shot Learning in Large Language Models. | Jinta Weng, Donghao Li, Yifan Deng, Jie Zhang, Yue Hu, Heyan Huang |
| 2023 | SMC | Personalized Educational Video Evaluation Combining Student's Cognitive and Teaching Style. | Jinta Weng, Haoyu Dong, Yifan Deng, Yue Hu, Hao Wu, Heyan Huang |
| 2023 | SMC | Helping Language Models Learn More: Multi-Dimensional Task Prompt for Few-shot Tuning. | Jinta Weng, Jiarui Zhang, Yue Hu, Daidong Fa, Xiaofeng Xu, Heyan Huang |
| 2022 | ICTAI | SICKNet: A Humor Detection Network Integrating Semantic Incongruity and Commonsense Knowledge. | Penglong Huang, Xingwei Zeng, Jinta Weng, Ying Gao, Heyan Huang, Maobin Tang |
| 2020 | SMC | SESM: Emotional Social Semantic and Time Series Analysis of Learners' Comments. | Jinta Weng, Wensheng Gan, Guozhu Ding, Zhihong Tian, Ying Gao, Jing Qiu |