Siyu Lou

According to our database, Siyu Lou authored at least 9 papers between 2022 and 2024.

Collaborative distances:

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

2024

Quantifying In-Context Reasoning Effects and Memorization Effects in LLMs.

Siyu Lou, Yuntian Chen, Xiaodan Liang, Liang Lin, Quanshi Zhang

CoRR, 2024

Empowering Machines to Think Like Chemists: Unveiling Molecular Structure-Polarity Relationships with Hierarchical Symbolic Regression.

Siyu Lou, Chengchun Liu, Yuntian Chen, Fanyang Mo

CoRR, 2024

Defining and extracting generalizable interaction primitives from DNNs.

Lu Chen, Siyu Lou, Benhao Huang, Quanshi Zhang

Proceedings of the Twelfth International Conference on Learning Representations, 2024

2023

Physics-constrained robust learning of open-form PDEs from limited and noisy data.

Mengge Du, Longfeng Nie, Siyu Lou, Yuntian Chen, Dongxiao Zhang

CoRR, 2023

Bayesian Neural Networks Tend to Ignore Complex and Sensitive Concepts.

Qihan Ren, Huiqi Deng, Yunuo Chen, Siyu Lou, Quanshi Zhang

CoRR, 2023

Bayesian Neural Networks Avoid Encoding Complex and Perturbation-Sensitive Concepts.

Qihan Ren, Huiqi Deng, Yunuo Chen, Siyu Lou, Quanshi Zhang

Proceedings of the International Conference on Machine Learning, 2023

HarsanyiNet: Computing Accurate Shapley Values in a Single Forward Propagation.

Lu Chen, Siyu Lou, Keyan Zhang, Jin Huang, Quanshi Zhang

Proceedings of the International Conference on Machine Learning, 2023

2022

Automatic Detection Pipeline for Accessing the Motor Severity of Parkinson's Disease in Finger Tapping and Postural Stability.

Ning Yang, De-Feng Liu, Tao Liu, Tianyuan Han, Pingyue Zhang, Xuenan Xu, Siyu Lou, Huan-Guang Liu, Anchao Yang, Cheng Dong, Mang I Vai, Sio-Hang Pun, Jian-Guo Zhang

IEEE Access, 2022

Audio-Text Retrieval in Context.

Siyu Lou, Xuenan Xu, Mengyue Wu, Kai Yu

Proceedings of the IEEE International Conference on Acoustics, 2022