Author

Siyu Lou

Observed name: Lou, Siyu

Institutions: Beijing University of Posts and Telecommunications, Shanghai Jiao Tong University, Ningbo Institute of Industrial Technology, Baidu (China)

Observed institutions: Beijing University of Posts and Telecommunications, Shanghai Jiao Tong University, Ningbo Institute of Industrial Technology, Baidu (China)

ORCID: 0009-0004-6599-3143

Observed ORCID: 0009-0004-6599-3143

OpenAlex ID: A5138263579

Efficient Distributed Mini-Batch GNN Training With Decentralized Batch Processing

2026 · Hongzheng Li, Siyu Lou, et al. · IEEE Transactions on Knowledge and Data Engineering

Mathematical Principles and Experimental Discoveries of the Emergence of Symbolic Patterns in Artificial Neural Networks

2026 · Zhang, Quanshi, Ren, Qihan, et al. · arXiv (Cornell University)

Joint discovery of governing partial differential equations from multi-source datasets by competitive optimization

2026 · Xu, Hao, Lou, Siyu, et al. · arXiv (Cornell University)

Data-driven discovery of governing differential equations across physical systems

2026 · Lou, Siyu, Xu, Hao, et al. · arXiv (Cornell University)

Cross-LLM Consistency in Inference: Evidence from Shared Interactions

2026 · Lou, Siyu, Yan, Yao, et al. · arXiv (Cornell University)

RRAtention: Dynamic Block Sparse Attention via Per-Head Round-Robin Shifts for Long-Context Inference

2026 · Association for Computational Linguistics 2026, Liu, Siran, et al. · Underline Science Inc.

Unsupervised Hierarchical Symbolic Regression for Interpretable Property Modeling in Complex Multi‐Variable Systems (Adv. Sci. 19/2026)

2026 · Siyu Lou, Chengchun Liu, et al. · Advanced Science

RRAtention: Dynamic Block Sparse Attention via Per-Head Round-Robin Shifts for Long-Context Inference

2026 · Siran Liu, Guoxia Wang, et al. · Proceedings of the conference - Association for Computational Linguistics. Meeting

Quantifying In-Context Reasoning Effects and Memorization Effects in LLMs

2024 · Lou, Siyu, Chen, Yuntian, et al. · arXiv (Cornell University)

Works count: 9

Citation count:

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