Siyu Song

According to our database, Siyu Song authored at least 13 papers between 2013 and 2026.

Collaborative distances:

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

2026

Counterfactual Debiasing Heterogeneous Ability-Induced Exercise Indices Estimation for Cognitive Diagnosis.

Haiping Ma, Tianle Li, Changqian Wang, Siyu Song, Limiao Zhang, Xingyi Zhang

IEEE Trans. Knowl. Data Eng., June, 2026

Automating Skill Acquisition through Large-Scale Mining of Open-Source Agentic Repositories: A Framework for Multi-Agent Procedural Knowledge Extraction.

Shuzhen Bi, Mengsong Wu, Hao Hao, Keqian Li, Wentao Liu, Siyu Song, Hongbo Zhao, Aimin Zhou

CoRR, March, 2026

Scaling Laws for Educational AI Agents.

Mengsong Wu, Hao Hao, Shuzhen Bi, Keqian Li, Wentao Liu, Siyu Song, Hongbo Zhao, Aimin Zhou

CoRR, March, 2026

2025

AutoSynth: Automated Workflow Optimization for High-Quality Synthetic Dataset Generation via Monte Carlo Tree Search.

Shuzhen Bi, Chang Song, Siyu Song, Jinze Lv, Jian Chen, Xinyun Wang, Aimin Zhou, Hao Hao

CoRR, November, 2025

EA4LLM: A Gradient-Free Approach to Large Language Model Optimization via Evolutionary Algorithms.

WenTao Liu, Siyu Song, Hao Hao, Aimin Zhou

CoRR, October, 2025

Cultivating Helpful, Personalized, and Creative AI Tutors: A Framework for Pedagogical Alignment using Reinforcement Learning.

Siyu Song, Wentao Liu, Ye Lu, Ruohua Zhang, Tao Liu, Jinze Lv, Xinyun Wang, Aimin Zhou, Fei Tan, Bo Jiang, Hao Hao

CoRR, July, 2025

LIGHT: Enhancing Learning Path Recommendation via Knowledge Topology-Aware Sequence Optimization.

Xiaoshan Yu, Shangshang Yang, Ziwen Wang, Siyu Song, Haiping Ma, Zhiguang Cao, Xingyi Zhang

Proceedings of the 48th International ACM SIGIR Conference on Research and Development in Information Retrieval, 2025

Explicit and Implicit Examinee-Question Relation Exploiting for Efficient Computerized Adaptive Testing.

Changqian Wang, Shangshang Yang, Siyu Song, Ziwen Wang, Haiping Ma, Xingyi Zhang, Bo Jin

Proceedings of the Thirty-Ninth AAAI Conference on Artificial Intelligence, 2025

AD4CD: Causal-Guided Anomaly Detection for Enhancing Cognitive Diagnosis.

Haiping Ma, Yue Yao, Changqian Wang, Siyu Song, Yong Yang

Proceedings of the Thirty-Ninth AAAI Conference on Artificial Intelligence, 2025

2024

GrootVL: Tree Topology is All You Need in State Space Model.

Yicheng Xiao, Lin Song, Shaoli Huang, Jiangshan Wang, Siyu Song, Yixiao Ge, Xiu Li, Ying Shan

CoRR, 2024

MambaTree: Tree Topology is All You Need in State Space Model.

Yicheng Xiao, Lin Song, Shaoli Huang, Jiangshan Wang, Siyu Song, Yixiao Ge, Xiu Li, Ying Shan

Proceedings of the Advances in Neural Information Processing Systems 37: Annual Conference on Neural Information Processing Systems 2024, 2024

DGCD: An Adaptive Denoising GNN for Group-level Cognitive Diagnosis.

Haiping Ma, Siyu Song, Chuan Qin, Xiaoshan Yu, Limiao Zhang, Xingyi Zhang, Hengshu Zhu

Proceedings of the Thirty-Third International Joint Conference on Artificial Intelligence, 2024

2013

Complete Greenberger-Horne-Zeilinger state analyzer using hyperentanglement.

Siyu Song, Ye Cao, Yu-Bo Sheng, Gui-Lu Long

Quantum Inf. Process., 2013