Audio-Text Retrieval in Context. - Siyu Lou; Xuenan Xu; Mengyue Wu; Kai Yu 004 (ICASSP, 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 068; Tianyuan Han; Pingyue Zhang; Xuenan Xu; Siyu Lou; Huan-Guang Liu; Anchao Yang; Cheng Dong; Mang I Vai; Sio-Hang Pun; et al. (IEEE Access, 2022)

HarsanyiNet: Computing Accurate Shapley Values in a Single Forward Propagation. - Lu Chen; Siyu Lou; Keyan Zhang; Jin Huang; Quanshi Zhang (ICML, 2023)

Bayesian Neural Networks Avoid Encoding Complex and Perturbation-Sensitive Concepts. - Qihan Ren; Huiqi Deng; Yunuo Chen 002; Siyu Lou; Quanshi Zhang (ICML, 2023)

Bayesian Neural Networks Tend to Ignore Complex and Sensitive Concepts. - Qihan Ren; Huiqi Deng; Yunuo Chen 002; Siyu Lou; Quanshi Zhang (CoRR, 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)

Defining and extracting generalizable interaction primitives from DNNs. - Lu Chen; Siyu Lou; Benhao Huang; Quanshi Zhang (ICLR, 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)

Quantifying In-Context Reasoning Effects and Memorization Effects in LLMs. - Siyu Lou; Yuntian Chen; Xiaodan Liang; Liang Lin; Quanshi Zhang (CoRR, 2024)