| 2026 | ACL | CMIG: Conceptual Metaphor Theory-Inspired Framework for Metaphorical Image Generation. | Qingbao Huang, Cheng Yang, Jiawei Yao, Zhiyue Liu, Yi Cai, Xingmao Zhang |
| 2025 | ACL | Task-Specific Information Decomposition for End-to-End Dense Video Captioning. | Zhiyue Liu, Xinru Zhang, Jinyuan Liu |
| 2025 | EMNLP | Bridging Semantic and Modality Gaps in Zero-Shot Captioning via Retrieval from Synthetic Data. | Zhiyue Liu, Wenkai Zhou |
| 2024 | AAAI | Improving Cross-Modal Alignment with Synthetic Pairs for Text-Only Image Captioning. | Zhiyue Liu, Jinyuan Liu, Fanrong Ma |
| 2023 | ACL | RMLM: A Flexible Defense Framework for Proactively Mitigating Word-level Adversarial Attacks. | Zhaoyang Wang, Zhiyue Liu, Xiaopeng Zheng, Qinliang Su, Jiahai Wang |
| 2022 | COLING | UECA-Prompt: Universal Prompt for Emotion Cause Analysis. | Xiaopeng Zheng, Zhiyue Liu, Zizhen Zhang, Zhaoyang Wang, Jiahai Wang |
| 2022 | ICANN | A Coarse-to-Fine Training Paradigm for Dialogue Summarization. | Zhiyue Liu, Zhaoyang Wang, Jiahai Wang |
| 2021 | IJCNN | A Cooperative Framework with Generative Adversarial Networks and Entropic Auto-Encoders for Text Generation. | Zhiyue Liu, Jiahai Wang |
| 2020 | AAAI | CatGAN: Category-Aware Generative Adversarial Networks with Hierarchical Evolutionary Learning for Category Text Generation. | Zhiyue Liu, Jiahai Wang, Zhiwei Liang |
| 2020 | PAKDD | Fusion-Extraction Network for Multimodal Sentiment Analysis. | Tao Jiang, Jiahai Wang, Zhiyue Liu, Yingbiao Ling |
| 2019 | ICANN | Targeted Sentiment Classification with Attentional Encoder Network. | Youwei Song, Jiahai Wang, Tao Jiang, Zhiyue Liu, Yanghui Rao |
| 2019 | IECON | Analysis of load imbalance degree using one-dimensional algorithms for cascaded rectifier based on the modified T-type five-level topology. | Zhiyue Liu, Lei Li |