| 2025 | EMNLP | MLWQ: Efficient Small Language Model Deployment via Multi-Level Weight Quantization. | Chun Hu, Junhui He, Shangyu Wu, Yuxin He, Chun Jason Xue, Qingan Li |
| 2025 | ICONIP | Multi-information Fusion Unsupervised Feature Selection. | Pu Zhou, Hao Wang, Chi-Sing Leung, Yuxin He |
| 2025 | SANER | ALOGO: A Novel and Effective Framework for Online Cross-Project Defect Prediction. | Rongrong Shi, Yuxin He, Ying Liu, Zonghao Li, Jingxin Su, Haonan Tong |
| 2024 | EMNLP | Generative Models for Automatic Medical Decision Rule Extraction from Text. | Yuxin He, Buzhou Tang, Xiaoling Wang |
| 2023 | ACL | Revisiting Event Argument Extraction: Can EAE Models Learn Better When Being Aware of Event Co-occurrences? | Yuxin He, Jingyue Hu, Buzhou Tang |
| 2023 | EMNLP | BiSPN: Generating Entity Set and Relation Set Coherently in One Pass. | Yuxin He, Buzhou Tang |
| 2023 | ICCV | LoTE-Animal: A Long Time-span Dataset for Endangered Animal Behavior Understanding. | Dan Liu, Jin Hou, Shaoli Huang, Jing Liu, Yuxin He, Bochuan Zheng, Jifeng Ning, Jindong Zhang |
| 2023 | ICONIP | Traffic Data Recovery and Outlier Detection Based on Non-negative Matrix Factorization and Truncated-Quadratic Loss Function. | Linfang Yu, Hao Wang, Yuxin He, Yang Wen |
| 2023 | SDM | StAGN: Spatial-Temporal Adaptive Graph Network via Contrastive Learning for Sleep Stage Classification. | Junyang Chen, Yidan Dai, Xianhui Chen, Yingshan Shen, Yan Luximon, Hailiang Wang, Yuxin He, Wenjun Ma, Xiaomao Fan |
| 2022 | EMNLP | SetGNER: General Named Entity Recognition as Entity Set Generation. | Yuxin He, Buzhou Tang |
| 2022 | SIGIR | Contrastive Learning with Hard Negative Entities for Entity Set Expansion. | Yinghui Li, Yangning Li, Yuxin He, Tianyu Yu, Ying Shen, Hai-Tao Zheng |