Constructing Multiple Tasks for Augmentation: Improving Neural Image Classification With K-means Features. - Tao Gui; Lizhi Qing; Qi Zhang 001; Jiacheng Ye; Hang Yan 001; Zichu Fei; Xuanjing Huang 001 (CoRR, 2019)

Constructing Multiple Tasks for Augmentation: Improving Neural Image Classification with K-Means Features. - Tao Gui; Lizhi Qing; Qi Zhang 001; Jiacheng Ye; Hang Yan 001; Zichu Fei; Xuanjing Huang 001 (AAAI, 2020)

A Chinese Prompt Attack Dataset for LLMs with Evil Content. - Chengyuan Liu; Fubang Zhao; Lizhi Qing; Yangyang Kang; Changlong Sun; Kun Kuang; Fei Wu 001 (CoRR, 2023)

From Model-centered to Human-Centered: Revision Distance as a Metric for Text Evaluation in LLMs-based Applications. - Yongqiang Ma; Lizhi Qing; Jiawei Liu 002; Yangyang Kang; Yue Zhang; Wei Lu 019; Xiaozhong Liu; Qikai Cheng (ACL (Findings), 2024)

Enhance Robustness of Language Models against Variation Attack through Graph Integration. - Zi Xiong; Lizhi Qing; Yangyang Kang; Jiawei Liu 002; Hongsong Li; Changlong Sun; Xiaozhong Liu; Wei Lu 019 (LREC/COLING, 2024)

More Than Catastrophic Forgetting: Integrating General Capabilities For Domain-Specific LLMs. - Chengyuan Liu; Yangyang Kang; Shihang Wang; Lizhi Qing; Fubang Zhao; Chao Wu 001; Changlong Sun; Kun Kuang; Fei Wu 001 (EMNLP, 2024)

Gold Panning in Vocabulary: An Adaptive Method for Vocabulary Expansion of Domain-Specific LLMs. - Chengyuan Liu; Shihang Wang; Lizhi Qing; Kun Kuang; Yangyang Kang; Changlong Sun; Fei Wu 001 (EMNLP, 2024)

Personalized LLM Response Generation with Parameterized Memory Injection. - Kai Zhang; Lizhi Qing; Yangyang Kang; Xiaozhong Liu (CoRR, 2024)

More Than Catastrophic Forgetting: Integrating General Capabilities For Domain-Specific LLMs. - Chengyuan Liu; Shihang Wang; Yangyang Kang; Lizhi Qing; Fubang Zhao; Changlong Sun; Kun Kuang; Fei Wu 001 (CoRR, 2024)

UniLR: Unleashing the Power of LLMs on Multiple Legal Tasks with a Unified Legal Retriever. - Ang Li; Yiquan Wu 001; Yifei Liu; Ming Cai; Lizhi Qing; Shihang Wang; Yangyang Kang; Chengyuan Liu; Fei Wu 001; Kun Kuang (ACL (1), 2025)

Learning to Solve Domain-Specific Calculation Problems with Knowledge-Intensive Programs Generator. - Chengyuan Liu; Shihang Wang; Lizhi Qing; Jun Lin; Ji Zhang; Fei Wu 001; Kun Kuang (NAACL (Long Papers), 2025)

Refinement and Revision in Academic Writing: Integrating Multi-source Knowledge and LLMs with Delta Feedback. - Yongqiang Ma; Lizhi Qing; Yangyang Kang; Jiawei Liu 002; Yue Zhang; Qikai Cheng; Wei Lu 019; Xiaozhong Liu (Expert Syst. Appl., 2025)

Towards Stepwise Domain Knowledge-Driven Reasoning Optimization and Reflection Improvement. - Chengyuan Liu; Shihang Wang; Lizhi Qing; Kaisong Song; Junjie Cao; Jun Lin; Ji Zhang; Ang Li; Kun Kuang; Fei Wu 001 (CoRR, 2025)