Guanzhi Deng

According to our database, Guanzhi Deng authored at least 12 papers between 2021 and 2026.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2026

SeaEvo: Advancing Algorithm Discovery with Strategy Space Evolution.

Sichun Luo, Yi Huang, Haochen Luo, Fengyuan Liu, Guanzhi Deng, Lei Li, Qinghua Yao, Zefa Hu, Junlan Feng, Qi Liu

CoRR, April, 2026

FORGE: Fine-grained Multimodal Evaluation for Manufacturing Scenarios.

Xiangru Jian, Hao Xu, Wei Pang, Xinjian Zhao, Chengyu Tao, Qixin Zhang, Xikun Zhang, Chao Zhang, Guanzhi Deng, Alex Xue, Juan Du, Tianshu Yu, Garth Tarr, Linqi Song, Qiuzhuang Sun, Dacheng Tao

CoRR, April, 2026

DR-LoRA: Dynamic Rank LoRA for Mixture-of-Experts Adaptation.

Guanzhi Deng, Bo Li, Ronghao Chen, Huacan Wang, Lijie Wen, Linqi Song

CoRR, January, 2026

2025

Leveraging Correctness-Based Learning for Efficient Reasoning via Automated Process Supervision.

Yuxuan Yao, Mingyang Liu, Guanzhi Deng, Zengyan Liu, Dapeng Oliver Wu, Zhijiang Guo, Han Wu, Linqi Song

IEEE J. Sel. Top. Signal Process., October, 2025

REMA: A Unified Reasoning Manifold Framework for Interpreting Large Language Model.

Bo Li, Guanzhi Deng, Ronghao Chen, Junrong Yue, Shuo Zhang, Qinghua Zhao, Linqi Song, Lijie Wen

CoRR, September, 2025

Enhancing Low-Rank Adaptation with Structured Nonlinear Transformations.

Guanzhi Deng, Mingyang Liu, Dapeng Wu, Yinqiao Li, Linqi Song

CoRR, September, 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, Yinqiao Li, Linqi Song

CoRR, September, 2025

Reasoning Meets Personalization: Unleashing the Potential of Large Reasoning Model for Personalized Generation.

Sichun Luo, Guanzhi Deng, Jian Xu, Xiaojie Zhang, Hanxu Hou, Linqi Song

CoRR, May, 2025

Towards Improving Interpretability of Language Model Generation Through a Structured Knowledge Discovery Approach.

Shuqi Liu, Han Wu, Guanzhi Deng, Jianshu Chen, Xiaoyang Wang, Linqi Song

IEEE J. Sel. Top. Signal Process., January, 2025

2024

Privacy in LLM-based Recommendation: Recent Advances and Future Directions.

Sichun Luo, Wei Shao, Yuxuan Yao, Jian Xu, Mingyang Liu, Qintong Li, Bowei He, Maolin Wang, Guanzhi Deng, Hanxu Hou, Xinyi Zhang, Linqi Song

CoRR, 2024

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

Proceedings of the Companion Proceedings of the ACM on Web Conference 2024, 2024

2021

Evaluator for Emotionally Consistent Chatbots.

Chenxiao Liu, Guanzhi Deng, Tao Ji, Difei Tang, Silai Zheng

CoRR, 2021