Shangheng Du

PhD student, East China Normal University

Joined

November 2023

Names

Shangheng Du (Preferred)

Du Shangheng

Emails

****@mails.ccnu.edu.cn (Confirmed)

****@stu.ecnu.edu.cn (Confirmed)

Personal Links

Career & Education History

PhD student

East China Normal University (ecnu.edu.cn)

2024 – Present

MS student

Central China Normal University (ccnu.edu.cn)

2021 – 2024

Advisors, Relations & Conflicts

PhD Advisor

Liang He

2024 – Present

Expertise

Large language model

LLM-based Agents

2024 – Present

knowledge tracing

2021 – 2024

Publications

InternAgent-MLE: Navigating Fine-Grained Optimization for Coding Agent
Shangheng Du, Xiangchao Yan, Dengyang Jiang, Jiakang Yuan, Yusong Hu, Xin Li, Liang He, Bo Zhang, LEI BAI
- Submitted to ICLR 2026
- Readers: Everyone
A Survey on the Optimization of Large Language Model-based Agents
Shangheng Du, Jiabao Zhao, Jinxin Shi, Zhentao Xie, Xin Jiang, Yanhong Bai, Liang He
- CoRR 2025
- Readers: Everyone
Question Embedding on Weighted Heterogeneous Information Network for Knowledge Tracing
Jianwen Sun, Shangheng Du, Jianpeng Zhou, Xin Yuan, Xiaoxuan Shen, Ruxia Liang
- ACM Trans. Knowl. Discov. Data 2025
- Readers: Everyone
Weighted Heterogeneous Graph-Based Three-View Contrastive Learning for Knowledge Tracing in Personalized e-Learning Systems
Sun Jianwen, Du Shangheng, Liu Zhi, Yu Fenghua, Liu Sannyuya, Shen Xiaoxuan
- IEEE Transactions on Consumer Electronics
- Readers: Everyone
Document-level relation extraction with hierarchical dependency tree and bridge path
Wan Qian, Du Shangheng, Liu Yaqi, Fang Jing, Wei Luona, Liu Sannyuya
- Knowledge-Based Systems
- Readers: Everyone
Separated Graph Neural Networks for Recommendation Systems
Sun Jianwen, Gao Lu, Shen Xiaoxuan, Liu Sannyuya, Liang Ruxia, Du Shangheng, Liu Shengyingjie
- IEEE Transactions on Industrial Informatics
- Readers: Everyone
Heterogeneous Evolution Network Embedding with Temporal Extension for Intelligent Tutoring Systems
Liu Sannyuya, Liu Shengyingjie, Yang Zongkai, Sun Jianwen, Shen Xiaoxuan, Li Qing, Zou Rui, Du Shangheng
- ACM Transactions on Information Systems
- Readers: Everyone
Autobalanced Multitask Node Embedding Framework for Intelligent Education
Shen Xiaoxuan, Yu Jianwei, Liang Ruxia, Li Qing, Liu Shengyingjie, Du Shangheng, Sun Jianwen, Liu Sannyuya
- IEEE Transactions on Neural Networks and Learning Systems
- Readers: Everyone
Deep adversarial group recommendation with user feature space separation
Jianwen Sun, Shangheng Du, Ruxia Liang, Xiaoxuan Shen, Qing Li, Sannyuya Liu, Zongkai Yang
- User Model. User Adapt. Interact. 2024
- Readers: Everyone

View all 15 publications

Co-Authors

View all 47 co-authors