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2020 – today
- 2024
[c4]Lu Chen, Siyu Lou, Benhao Huang, Quanshi Zhang:
Defining and extracting generalizable interaction primitives from DNNs. ICLR 2024- [i7]Siyu Lou, Chengchun Liu, Yuntian Chen, Fanyang Mo:
Empowering Machines to Think Like Chemists: Unveiling Molecular Structure-Polarity Relationships with Hierarchical Symbolic Regression. CoRR abs/2401.13904 (2024) - [i6]Lu Chen, Siyu Lou, Benhao Huang, Quanshi Zhang:
Defining and Extracting generalizable interaction primitives from DNNs. CoRR abs/2401.16318 (2024) - [i5]Siyu Lou, Yuntian Chen, Xiaodan Liang, Liang Lin, Quanshi Zhang:
Quantifying In-Context Reasoning Effects and Memorization Effects in LLMs. CoRR abs/2405.11880 (2024) - 2023
- [c3]Lu Chen, Siyu Lou
, Keyan Zhang, Jin Huang, Quanshi Zhang:
HarsanyiNet: Computing Accurate Shapley Values in a Single Forward Propagation. ICML 2023: 4804-4825 - [c2]Qihan Ren, Huiqi Deng, Yunuo Chen, Siyu Lou, Quanshi Zhang:
Bayesian Neural Networks Avoid Encoding Complex and Perturbation-Sensitive Concepts. ICML 2023: 28889-28913 - [i4]Qihan Ren, Huiqi Deng, Yunuo Chen, Siyu Lou, Quanshi Zhang:
Bayesian Neural Networks Tend to Ignore Complex and Sensitive Concepts. CoRR abs/2302.13095 (2023) - [i3]Lu Chen, Siyu Lou, Keyan Zhang, Jin Huang, Quanshi Zhang:
HarsanyiNet: Computing Accurate Shapley Values in a Single Forward Propagation. CoRR abs/2304.01811 (2023) - [i2]Mengge Du, Longfeng Nie, Siyu Lou, Yuntian Chen, Dongxiao Zhang:
Physics-constrained robust learning of open-form PDEs from limited and noisy data. CoRR abs/2309.07672 (2023) - 2022
- [j1]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: 66961-66973 (2022) - [c1]Siyu Lou, Xuenan Xu, Mengyue Wu, Kai Yu:
Audio-Text Retrieval in Context. ICASSP 2022: 4793-4797 - [i1]Siyu Lou, Xuenan Xu, Mengyue Wu, Kai Yu:
Audio-text Retrieval in Context. CoRR abs/2203.13645 (2022)
Coauthor Index
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