| 2025 | COLING | Retrieval Augmented Instruction Tuning for Open NER with Large Language Models. | Tingyu Xie, Jian Zhang, Yan Zhang, Yuanyuan Liang, Qi Li, Hongwei Wang |
| 2025 | GLOBECOM | E-MHSAC: Physical Layer Key Generation in MIMO-RIS Systems Using Deep Reinforcement Learning. | Tingyu Xie, Guoshun Nan, Qimei Cui, Gang Deng, Huici Wu, Xiaofeng Tao |
| 2025 | ICASSP | BrainChat: Interactive Semantic Information Decoding from fMRI Using Large-Scale Vision-Language Pretrained Models. | Wanqiu Huang, Ke Ma, Tingyu Xie, Hongwei Wang |
| 2025 | ICONIP | ProKG-Dial: A Progressive LLM-Driven Approach to Building Knowledge-Intensive Multi-turn Dialogue Datasets with Domain Knowledge Graphs. | Yuanyuan Liang, Xiaoman Wang, Tingyu Xie, Lei Pan |
| 2025 | ICONIP | STTS-EAD: Improving Spatio-Temporal Learning Based Time Series Prediction via Embedded Anomaly Detection. | Yuanyuan Liang, Tianhao Zhang, Xiaoman Wang, Lei Pan, Tingyu Xie |
| 2025 | IJCNN | Reconstructing Human Vision from fMRI with Multiscale Encoding and Perceptual Specificity. | Wanqiu Huang, Ke Ma, Tingyu Xie, Hongwei Wang |
| 2025 | IJCNN | SEP: Self-Rewarded Entity-Level Preference for Open Named Entity Recognition. | Qi Li, Jiayi Xie, Jiabei He, Jian Zhang, Tingyu Xie, Ke Ma, Hongwei Wang |
| 2025 | IJCNN | Frame-Skeleton: A Dual-Stream Network for Action Events Sequence Spotting. | Tingyu Xie, Bo Zhang, Wufan Wang, Xirong Que, Wendong Wang |
| 2024 | CIKM | Aligning Large Language Models to a Domain-specific Graph Database for NL2GQL. | Yuanyuan Liang, Keren Tan, Tingyu Xie, Wenbiao Tao, Siyuan Wang, Yunshi Lan, Weining Qian |
| 2024 | NAACL | Self-Improving for Zero-Shot Named Entity Recognition with Large Language Models. | Tingyu Xie, Qi Li, Yan Zhang, Zuozhu Liu, Hongwei Wang |
| 2023 | ACL | A Class-Rebalancing Self-Training Framework for Distantly-Supervised Named Entity Recognition. | Qi Li, Tingyu Xie, Peng Peng, Hongwei Wang, Gaoang Wang |
| 2023 | EMNLP | Empirical Study of Zero-Shot NER with ChatGPT. | Tingyu Xie, Qi Li, Jian Zhang, Yan Zhang, Zuozhu Liu, Hongwei Wang |
| 2022 | IJCNN | Open Knowledge Graph Link Prediction with Segmented Embedding. | Tingyu Xie, Peng Peng, Hongwei Wang, Yusheng Liu |