Shuxu Chen

According to our database, Shuxu Chen authored at least 13 papers between 2024 and 2026.

Collaborative distances:

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

2026

CAP-CoT: Cycle Adversarial Prompt for Improving Chain of Thoughts in LLM Reasoning.

Shuxu Chen, Yitian Zhou, Jiaquan Zhang, Haoyu Bian, Aming Wu, Sungyoung Lee, Chaoning Zhang, Hyundong Shin

CoRR, April, 2026

Small Language Model Helps Resolve Semantic Ambiguity of LLM Prompt.

Zhenzhen Huang, Chaoning Zhang, Fachrina Dewi Puspitasari, Jiaquan Zhang, Yitian Zhou, Shuxu Chen, Yang Yang

CoRR, April, 2026

Agent-GWO: Collaborative Agents for Dynamic Prompt Optimization in Large Language Models.

Xudong Wang, Chaoning Zhang, Chenghao Li, Shuxu Chen, Qigan Sun, Jiaquan Zhang, Fachrina Dewi Puspitasari, Tae-Ho Kim, Jiwei Wei, Malu Zhang, Guoqing Wang, Yang Yang, Heng Tao Shen

CoRR, April, 2026

Lightweight LLM Agent Memory with Small Language Models.

Jiaquan Zhang, Chaoning Zhang, Shuxu Chen, Zhenzhen Huang, Pengcheng Zheng, Zhicheng Wang, Ping Guo, Fan Mo, Sung-Ho Bae, Jie Zou, Jiwei Wei, Yang Yang

CoRR, April, 2026

Text summarization via global structure awareness.

Jiaquan Zhang, Chaoning Zhang, Shuxu Chen, Yibei Liu, Chenghao Li, Qigan Sun, Shuai Yuan, Fachrina Dewi Puspitasari, Dongshen Han, Guoqing Wang, Sung-Ho Bae, Yang Yang

CoRR, February, 2026

Learning Global Hypothesis Space for Enhancing Synergistic Reasoning Chain.

Jiaquan Zhang, Chaoning Zhang, Shuxu Chen, Xudong Wang, Zhenzhen Huang, Pengcheng Zheng, Shuai Yuan, Sheng Zheng, Qigan Sun, Jie Zou, Lik-Hang Lee, Yang Yang

CoRR, February, 2026

2025

Understanding Chain-of-Thought in Large Language Models via Topological Data Analysis.

Chenghao Li, Chaoning Zhang, Yi Lu, Shuxu Chen, Xudong Wang, Jiaquan Zhang, Zhicheng Wang, Zhengxun Jin, Kuien Liu, Sung-Ho Bae, Guoqing Wang, Yang Yang, Heng Tao Shen

CoRR, December, 2025

A heterogeneous data fusion mortality prediction model based on time-aware self-attention mechanism.

Shuxu Chen, Decong Wang, Chao Che, Ziqi Wei, Zhaoqian Zhong

Int. J. Mach. Learn. Cybern., September, 2025

Global and local information-aware relational graph convolutional network for temporal knowledge graph completion.

Shuo Wang, Shuxu Chen, Zhaoqian Zhong

Appl. Intell., January, 2025

Adapting lightweight SAM with gradient map for mirror object segmentation.

Dongshen Han, Chaoning Zhang, Fachrina Dewi Puspitasari, Shuxu Chen, Feng Qiao, Sheng Zheng, Sungyoung Lee, Choong Seon Hong, Yang Yang

Inf. Sci., 2025

DualCFGL: dual-channel fusion global and local features for sequential recommendation.

Shuxu Chen, Yuanyuan Liu, Chao Che, Ziqi Wei, Zhaoqian Zhong

Complex Intell. Syst., 2025

2024

Translation model based on discrete Fourier transform and Skipping Sub-Layer methods.

Yuchen Li, Shuxu Chen, Zhuoya Liu, Chao Che, Zhaoqian Zhong

Int. J. Mach. Learn. Cybern., October, 2024

A Study of the Impact of Organisational Territoriality on Collaborative Networks: A Case of Project Reservation in State Grid.

Shuxu Chen, Wenxin Mu, Xianing Jin, Minghong Liu, Juanqiong Gou

Proceedings of the Navigating Unpredictability: Collaborative Networks in Non-linear Worlds, 2024