| 2025 | ACL | Dynamic Attention-Guided Context Decoding for Mitigating Context Faithfulness Hallucinations in Large Language Models. | Huangyw Huangyw, Yong Zhang, Ning Cheng, Zhitao Li, Shaojun Wang, Jing Xiao |
| 2025 | EMNLP | GRASP: Replace Redundant Layers with Adaptive Singular Parameters for Efficient Model Compression. | Kainan Liu, Yong Zhang, Ning Cheng, Zhitao Li, Shaojun Wang, Jing Xiao |
| 2025 | ICASSP | Self-Enhanced Reasoning Training: Activating Latent Reasoning in Small Models for Enhanced Reasoning Distillation. | Yong Zhang, Bingyuan Zhang, Zhitao Li, Ming Li, Ning Cheng, Minchuan Chen, Tao Wei, Jun Ma, Shaojun Wang, Jing Xiao |
| 2024 | ACL | Superfiltering: Weak-to-Strong Data Filtering for Fast Instruction-Tuning. | Ming Li, Yong Zhang, Shwai He, Zhitao Li, Hongyu Zhao, Jianzong Wang, Ning Cheng, Tianyi Zhou |
| 2024 | ICASSP | Leveraging Biases in Large Language Models: "bias-kNN" for Effective Few-Shot Learning. | Yong Zhang, Hanzhang Li, Zhitao Li, Ning Cheng, Ming Li, Jing Xiao, Jianzong Wang |
| 2024 | IJCNN | QLSC: A Query Latent Semantic Calibrator for Robust Extractive Question Answering. | Sheng Ouyang, Jianzong Wang, Yong Zhang, Zhitao Li, Ziqi Liang, Xulong Zhang, Ning Cheng, Jing Xiao |
| 2024 | NAACL | From Quantity to Quality: Boosting LLM Performance with Self-Guided Data Selection for Instruction Tuning. | Ming Li, Yong Zhang, Zhitao Li, Jiuhai Chen, Lichang Chen, Ning Cheng, Jianzong Wang, Tianyi Zhou, Jing Xiao |
| 2023 | AAAI | On the Calibration and Uncertainty with Plya-Gamma Augmentation for Dialog Retrieval Models. | Tong Ye, Shijing Si, Jianzong Wang, Ning Cheng, Zhitao Li, Jing Xiao |
| 2023 | EMNLP | PRCA: Fitting Black-Box Large Language Models for Retrieval Question Answering via Pluggable Reward-Driven Contextual Adapter. | Haoyan Yang, Zhitao Li, Yong Zhang, Jianzong Wang, Ning Cheng, Ming Li, Jing Xiao |
| 2023 | ICASSP | Efficient Uncertainty Estimation with Gaussian Process for Reliable Dialog Response Retrieval. | Tong Ye, Zhitao Li, Jianzong Wang, Ning Cheng, Jing Xiao |
| 2023 | Interspeech | Boosting Chinese ASR Error Correction with Dynamic Error Scaling Mechanism. | Jiaxin Fan, Yong Zhang, Hanzhang Li, Jianzong Wang, Zhitao Li, Sheng Ouyang, Ning Cheng, Jing Xiao |
| 2023 | Interspeech | Prompt Guided Copy Mechanism for Conversational Question Answering. | Yong Zhang, Zhitao Li, Jianzong Wang, Yiming Gao, Ning Cheng, Fengying Yu, Jing Xiao |
| 2022 | CSCWD | DTCN: Dynamic Temporal Convolution Network for Evaluating Dividing Coefficients of Water Well. | Zhicheng Bao, Xingjie Zeng, Zhitao Li, Dakuang Han, Weishan Zhang |
| 2022 | HCI | Research on the Design of Children's Sensory Integration Training Product Based on Dalcroze Method. | Xinyi Yuan, Zhitao Li, Yinglu Zhang, Yun Liu |
| 2022 | ICASSP | Self-Attention for Incomplete Utterance Rewriting. | Yong Zhang, Zhitao Li, Jianzong Wang, Ning Cheng, Jing Xiao |
| 2022 | ICCD | Log-ROC: Log Structured RAID on Open-Channel SSD. | Teng Ma, Zhitao Li, Ning Liu |