| 2025 | ACL | Jailbreaking? One Step Is Enough! | Weixiong Zheng, Peijian Zeng, Yiwei Li, Hongyan Wu, Nankai Lin, Junhao Chen, Aimin Yang, Yongmei Zhou |
| 2025 | COLING | Rethinking Vocabulary Augmentation: Addressing the Challenges of Low-Resource Languages in Multilingual Models. | Nankai Lin, Peijian Zeng, Weixiong Zheng, Shengyi Jiang, Dong Zhou, Aimin Yang |
| 2025 | COLING | Pseudo-label Data Construction Method and Syntax-enhanced Model for Chinese Semantic Error Recognition. | Hongyan Wu, Nankai Lin, Shengyi Jiang, Lianxi Wang, Aimin Yang |
| 2025 | CSCWD | Global Graph Attention for Contrastive Sequential Recommendation. | Zhijin Chen, Dong Zhou, Jianghao Lin, Wentao Huang, Xingran Zhou, Aimin Yang |
| 2025 | CSCWD | WATER: A Two-Stage in-Context Learning Debiasing Framework for Multilingual Text Classification. | Wentao Huang, Zeyong Long, Dong Zhou, Zhijin Chen, Yongmei Zhou, Nankai Lin, Aimin Yang |
| 2025 | CSCWD | FairTriplet: Balancing Fairness and Accuracy in Contextual Pre-Trained Models Through Prefix Tuning. | Zeyong Long, Weixiong Zheng, Dong Zhou, Yongmei Zhou, Nankai Lin, Aimin Yang |
| 2025 | CSCWD | Enhancing Cross-Lingual Aspect-Based Sentiment Analysis with Code-Mixed In-Context Demonstrations and Language-Specific Tags. | Meiyu Zeng, Xingming Liao, Yongmei Zhou, Wentao Huang, Nankai Lin, Aimin Yang |
| 2025 | ICDM | LR-IAD: Mask-Free Industrial Anomaly Detection with Logical Reasoning. | Peijian Zeng, Feiyan Pang, Zhanbo Wang, Aimin Yang |
| 2025 | IJCAI | Conditional Independent Test in the Presence of Measurement Error with Causal Structure Learning. | Hongbin Zhang, Kezhou Chen, Nankai Lin, Aimin Yang, Zhifeng Hao, Zhengming Chen |
| 2024 | ACML | MLCL: A Framework for Reducing Language Imbalance in Sino-Tibetan Languages through Adapter Structures. | Jiajun Fang, Wentao Huang, Aimin Yang, Dong Zhou, Nankai Lin |
| 2024 | ACML | A Retrieval-Augmented Contrastive Framework for Legal Case Retrieval Based on Event Information. | Changyong Fan, Nankai Lin, Dong Zhou, Yongmei Zhou, Aimin Yang |
| 2024 | ACML | Enhancing Aspect Sentiment Quad Prediction through Dual-Sequence Data Augmentation and Contrastive Learning. | Shihao Li, Nankai Lin, Pinmo Wu, Dong Zhou, Aimin Yang |
| 2024 | ACML | HiRAG: A Historical Information-Driven Retrieval-Augmented Generation Framework for Background Summarization. | Dong Zhou, Binli Zeng, Nankai Lin, Yongmei Zhou, Aimin Yang |
| 2024 | APWEB | Enhancing Few-Shot Multi-modal Fake News Detection Through Adaptive Fusion. | Qiang Ouyang, Nankai Lin, Yongmei Zhou, Aimin Yang, Dong Zhou |
| 2024 | EMNLP | IndoCL: Benchmarking Indonesian Language Development Assessment. | Nankai Lin, Hongyan Wu, Weixiong Zheng, Xingming Liao, Shengyi Jiang, Aimin Yang, Lixian Xiao |
| 2024 | ICWS | ADSE: Adversarial Debiasing Framework Based on Sinusoidal Embedding for Sequential Recommendation. | Qifeng Bai, Nankai Lin, Junheng He, Zhijin Chen, Dong Zhou, Aimin Yang |
| 2024 | PDCAT | Improved XGBoost-MLP Model and Application to Performance Prediction. | Yunjie Bai, Xuezhi Wu, Aimin Yang |
| 2023 | ACL | An Effective Deployment of Contrastive Learning in Multi-label Text Classification. | Nankai Lin, Guanqiu Qin, Gang Wang, Dong Zhou, Aimin Yang |
| 2021 | APWEB | Emotion Classification of Text Based on BERT and Broad Learning System. | Sancheng Peng, Rong Zeng, Hongzhan Liu, Guanghao Chen, Ruihuan Wu, Aimin Yang, Shui Yu |
| 2015 | ICA3PP | Entropy-Based Social Influence Evaluation in Mobile Social Networks. | Sancheng Peng, Jian Li, Aimin Yang |
| 2007 | KES | Research on WebGIS Based on Multi-agent. | Taowei Wang, Liangbin Zhang, Aimin Yang |