Evaluator for Emotionally Consistent Chatbots. - Chenxiao Liu; Guanzhi Deng; Tao Ji; Difei Tang; Silai Zheng (CoRR, 2021)

Can LLM Substitute Human Labeling? A Case Study of Fine-grained Chinese Address Entity Recognition Dataset for UAV Delivery. - Yuxuan Yao; Sichun Luo; Haohan Zhao; Guanzhi Deng; Linqi Song (WWW (Companion Volume), 2024)

Privacy in LLM-based Recommendation: Recent Advances and Future Directions. - Sichun Luo; Wei Shao 009; Yuxuan Yao; Jian Xu; Mingyang Liu; Qintong Li; Bowei He; Maolin Wang 001; Guanzhi Deng; Hanxu Hou; Xinyi Zhang; Linqi Song (CoRR, 2024)

Towards Improving Interpretability of Language Model Generation Through a Structured Knowledge Discovery Approach. - Shuqi Liu 001; Han Wu 004; Guanzhi Deng; Jianshu Chen; Xiaoyang Wang 001; Linqi Song (IEEE J. Sel. Top. Signal Process., 2025)

Reasoning Meets Personalization: Unleashing the Potential of Large Reasoning Model for Personalized Generation. - Sichun Luo; Guanzhi Deng; Jian Xu 016; Xiaojie Zhang; Hanxu Hou; Linqi Song (CoRR, 2025)

KLIPA: A Knowledge Graph and LLM-Driven QA Framework for IP Analysis. - Guanzhi Deng; Yi Xie; Yu-Keung Ng; Mingyang Liu; Peijun Zheng; Jie Liu; Dapeng Wu 002; Yinqiao Li; Linqi Song (CoRR, 2025)

Enhancing Low-Rank Adaptation with Structured Nonlinear Transformations. - Guanzhi Deng; Mingyang Liu; Dapeng Wu 002; Yinqiao Li; Linqi Song (CoRR, 2025)

REMA: A Unified Reasoning Manifold Framework for Interpreting Large Language Model. - Bo Li 131; Guanzhi Deng; Ronghao Chen; Junrong Yue; Shuo Zhang; Qinghua Zhao; Linqi Song; Lijie Wen 001 (CoRR, 2025)