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Siyu Lou
ORCID
Publication Activity (10 Years)
Years Active: 2022-2024
Publications (10 Years): 10
Top Topics
Learning From Noisy Data
Text Retrieval
Symbolic Regression
Molecular Structure
Top Venues
CoRR
ICML
ICASSP
IEEE Access
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Publications
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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)
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)