| 2026 | ACL | Stop Fixating on Prompts: Reasoning Hijacking and Constraint Tightening for Red-Teaming LLM Agents. | Yanxu Mao, Peipei Liu, Tiehan Cui, Congying Liu, Mingzhe Xing, Datao You |
| 2025 | ACL | Exploring Jailbreak Attacks on LLMs through Intent Concealment and Diversion. | Tiehan Cui, Yanxu Mao, Peipei Liu, Congying Liu, Datao You |
| 2025 | COLING | Low-Resource Fast Text Classification Based on Intra-Class and Inter-Class Distance Calculation. | Yanxu Mao, Peipei Liu, Tiehan Cui, Congying Liu, Datao You |
| 2025 | ICASSP | GEGA: Graph Convolutional Networks and Evidence Retrieval Guided Attention for Enhanced Document-level Relation Extraction. | Yanxu Mao, Xiaohui Chen, Peipei Liu, Tiehan Cui, Zuhui Yue, Zheng Li |
| 2025 | IJCNN | Hybrid Multi-stage Decoding for Few-shot NER with Entity-aware Contrastive Learning. | Congying Liu, Gaosheng Wang, Peipei Liu, Xingyuan Wei, Hongsong Zhu |
| 2024 | AAAI | Hierarchical Aligned Multimodal Learning for NER on Tweet Posts. | Peipei Liu, Hong Li, Yimo Ren, Jie Liu, Shuaizong Si, Hongsong Zhu, Limin Sun |
| 2024 | ICASSP | A Relation-Aware Heterogeneous Graph Transformer on Dynamic Fusion for Multimodal Classification Tasks. | Yimo Ren, Jinfa Wang, Jie Liu, Peipei Liu, Hong Li, Hongsong Zhu, Limin Sun |
| 2024 | KSEM | Lexicon Graph Adapter Based BERT Model for Chinese Named Entity Recognition. | Jie Liu, Peipei Liu, Yimo Ren, Jinfa Wang, Hongsong Zhu |
| 2023 | DASFAA | ip2text: A Reasoning-Aware Dataset for Text Generation of Devices on the Internet. | Yimo Ren, Zhi Li, Hong Li, Peipei Liu, Jie Liu, Hongsong Zhu, Limin Sun |
| 2023 | ICANN | CSEDesc: CyberSecurity Event Detection with Event Description. | Gaosheng Wang, Peipei Liu, Jintao Huang, Shuaizong Si, Hongsong Zhu, Limin Sun |
| 2023 | ICASSP | Improving the Modality Representation with multi-view Contrastive Learning for Multimodal Sentiment Analysis. | Peipei Liu, Xin Zheng, Hong Li, Jie Liu, Yimo Ren, Hongsong Zhu, Limin Sun |
| 2023 | IJCNN | CEntRE: A paragraph-level Chinese dataset for Relation Extraction among Enterprises. | Peipei Liu, Hong Li, Zhiyu Wang, Yimo Ren, Jie Liu, Fei Lv, Hongsong Zhu, Limin Sun |
| 2022 | ICPR | Multi-features based Semantic Augmentation Networks for Named Entity Recognition in Threat Intelligence. | Peipei Liu, Hong Li, Zuoguang Wang, Jie Liu, Yimo Ren, Hongsong Zhu |