Siyu Lou

Publication Activity (10 Years)

Years Active: 2022-2024
Publications (10 Years): 12

Top Topics

Symbolic Regression

Molecular Structure

Top Venues

Publications

Siyu Lou, Yuntian Chen, Xiaodan Liang, Liang Lin, Quanshi Zhang
Quantifying In-Context Reasoning Effects and Memorization Effects in LLMs. CoRR (2024)
Lu Chen, Siyu Lou, Benhao Huang, Quanshi Zhang
Defining and Extracting generalizable interaction primitives from DNNs. CoRR (2024)
Siyu Lou, Chengchun Liu, Yuntian Chen, Fanyang Mo
Empowering Machines to Think Like Chemists: Unveiling Molecular Structure-Polarity Relationships with Hierarchical Symbolic Regression. CoRR (2024)
Lu Chen, Siyu Lou, Benhao Huang, Quanshi Zhang
Defining and extracting generalizable interaction primitives from DNNs. ICLR (2024)
Mengge Du, Longfeng Nie, Siyu Lou, Yuntian Chen, Dongxiao Zhang
Physics-constrained robust learning of open-form PDEs from limited and noisy data. CoRR (2023)
Qihan Ren, Huiqi Deng, Yunuo Chen, Siyu Lou, Quanshi Zhang
Bayesian Neural Networks Tend to Ignore Complex and Sensitive Concepts. CoRR (2023)
Qihan Ren, Huiqi Deng, Yunuo Chen, Siyu Lou, Quanshi Zhang
Bayesian Neural Networks Avoid Encoding Complex and Perturbation-Sensitive Concepts. ICML (2023)
Lu Chen, Siyu Lou, Keyan Zhang, Jin Huang, Quanshi Zhang
HarsanyiNet: Computing Accurate Shapley Values in a Single Forward Propagation. ICML (2023)
Lu Chen, Siyu Lou, Keyan Zhang, Jin Huang, Quanshi Zhang
HarsanyiNet: Computing Accurate Shapley Values in a Single Forward Propagation. CoRR (2023)
Siyu Lou, Xuenan Xu, Mengyue Wu, Kai Yu
Audio-text Retrieval in Context. CoRR (2022)
Siyu Lou, Xuenan Xu, Mengyue Wu, Kai Yu
Audio-Text Retrieval in Context. ICASSP (2022)
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
Automatic Detection Pipeline for Accessing the Motor Severity of Parkinson's Disease in Finger Tapping and Postural Stability. IEEE Access 10 (2022)