Siyu Song

14 papers A* 5Journal 9
YearRankTypeTitle / Venue / Authors
2026 J jnl
Automating Skill Acquisition through Large-Scale Mining of Open-Source Agentic Repositories: A Framework for Multi-Agent Procedural Knowledge Extraction.
CoRR
Shuzhen Bi, Mengsong Wu, Hao Hao, Keqian Li, Wentao Liu, Siyu Song, Hongbo Zhao, Aimin Zhou
2026 J jnl
Scaling Laws for Educational AI Agents.
CoRR
Mengsong Wu, Hao Hao, Shuzhen Bi, Keqian Li, Wentao Liu, Siyu Song, Hongbo Zhao, Aimin Zhou
2025 A* conf
AD4CD: Causal-Guided Anomaly Detection for Enhancing Cognitive Diagnosis.
AAAI
Haiping Ma, Yue Yao, Changqian Wang, Siyu Song, Yong Yang
2025 J jnl
AutoSynth: Automated Workflow Optimization for High-Quality Synthetic Dataset Generation via Monte Carlo Tree Search.
CoRR
Shuzhen Bi, Chang Song, Siyu Song, Jinze Lv, Jian Chen, Xinyun Wang, Aimin Zhou, Hao Hao
2025 J jnl
Cultivating Helpful, Personalized, and Creative AI Tutors: A Framework for Pedagogical Alignment using Reinforcement Learning.
CoRR
Siyu Song, Wentao Liu, Ye Lu, Ruohua Zhang, Tao Liu, Jinze Lv, Xinyun Wang, Aimin Zhou, Fei Tan, Bo Jiang, Hao Hao
2025 J jnl
EA4LLM: A Gradient-Free Approach to Large Language Model Optimization via Evolutionary Algorithms.
CoRR
Wentao Liu, Siyu Song, Hao Hao, Aimin Zhou
2025 A* conf
Explicit and Implicit Examinee-Question Relation Exploiting for Efficient Computerized Adaptive Testing.
AAAI
Changqian Wang, Shangshang Yang, Siyu Song, Ziwen Wang, Haiping Ma, Xingyi Zhang, Bo Jin
2025 A* conf
LIGHT: Enhancing Learning Path Recommendation via Knowledge Topology-Aware Sequence Optimization.
SIGIR
Xiaoshan Yu, Shangshang Yang, Ziwen Wang, Siyu Song, Haiping Ma, Zhiguang Cao, Xingyi Zhang
2024 A* conf
DGCD: An Adaptive Denoising GNN for Group-level Cognitive Diagnosis.
IJCAI
Haiping Ma, Siyu Song, Chuan Qin, Xiaoshan Yu, Limiao Zhang, Xingyi Zhang, Hengshu Zhu
2024 J jnl
GrootVL: Tree Topology is All You Need in State Space Model.
CoRR
Yicheng Xiao, Lin Song, Shaoli Huang, Jiangshan Wang, Siyu Song, Yixiao Ge, Xiu Li, Ying Shan
2024 A* conf
MambaTree: Tree Topology is All You Need in State Space Model.
NeurIPS
Yicheng Xiao, Lin Song, Shaoli Huang, Jiangshan Wang, Siyu Song, Yixiao Ge, Xiu Li, Ying Shan
2021 J jnl
A Practicable Method for Calibrating a Magnetic Sensor Array.
IEEE Trans. Instrum. Meas.
Xiangqian Yu, Yongfu Wang, ChiJie Xiao, Si Liu, QiuGang Zong, Yanan Qu, Hongfei Chen, Hong Zou, WeiHong Shi, Ao Chen, Siyu Song, Shuang Gao, SiPei Shao
2021 J jnl
Calibration of AC Vector Magnetometer Based on Ellipsoid Fitting.
IEEE Trans. Instrum. Meas.
Xiangqian Yu, ChiJie Xiao, Si Liu, QiuGang Zong, Yanan Qu, Hongfei Chen, Hong Zou, WeiHong Shi, Yongfu Wang, Ao Chen, Siyu Song, Shuang Gao, SiPei Shao
2013 J jnl
Complete Greenberger-Horne-Zeilinger state analyzer using hyperentanglement.
Quantum Inf. Process.
Siyu Song, Ye Cao, Yu-Bo Sheng, Gui-Lu Long