Siyu Lou

13 papers A* 3Misc 1Journal 9
YearRankTypeTitle / Venue / Authors
2026 J jnl
RRAttention: Dynamic Block Sparse Attention via Per-Head Round-Robin Shifts for Long-Context Inference.
CoRR
Siran Liu, Guoxia Wang, Sa Wang, Jinle Zeng, Haoyang Xie, Siyu Lou, Jiabin Yang, Dianhai Yu, Haifeng Wang, Chao Yang
2024 J jnl
Defining and Extracting generalizable interaction primitives from DNNs.
CoRR
Lu Chen, Siyu Lou, Benhao Huang, Quanshi Zhang
2024 A* conf
Defining and extracting generalizable interaction primitives from DNNs.
ICLR
Lu Chen, Siyu Lou, Benhao Huang, Quanshi Zhang
2024 J jnl
Empowering Machines to Think Like Chemists: Unveiling Molecular Structure-Polarity Relationships with Hierarchical Symbolic Regression.
CoRR
Siyu Lou, Chengchun Liu, Yuntian Chen, Fanyang Mo
2024 J jnl
Quantifying In-Context Reasoning Effects and Memorization Effects in LLMs.
CoRR
Siyu Lou, Yuntian Chen, Xiaodan Liang, Liang Lin, Quanshi Zhang
2023 A* conf
Bayesian Neural Networks Avoid Encoding Complex and Perturbation-Sensitive Concepts.
ICML
Qihan Ren, Huiqi Deng, Yunuo Chen, Siyu Lou, Quanshi Zhang
2023 J jnl
Bayesian Neural Networks Tend to Ignore Complex and Sensitive Concepts.
CoRR
Qihan Ren, Huiqi Deng, Yunuo Chen, Siyu Lou, Quanshi Zhang
2023 A* conf
HarsanyiNet: Computing Accurate Shapley Values in a Single Forward Propagation.
ICML
Lu Chen, Siyu Lou, Keyan Zhang, Jin Huang, Quanshi Zhang
2023 J jnl
HarsanyiNet: Computing Accurate Shapley Values in a Single Forward Propagation.
CoRR
Lu Chen, Siyu Lou, Keyan Zhang, Jin Huang, Quanshi Zhang
2023 J jnl
Physics-constrained robust learning of open-form PDEs from limited and noisy data.
CoRR
Mengge Du, Longfeng Nie, Siyu Lou, Yuntian Chen, Dongxiao Zhang
2022 Misc conf
Audio-Text Retrieval in Context.
ICASSP
Siyu Lou, Xuenan Xu, Mengyue Wu, Kai Yu
2022 J jnl
Audio-text Retrieval in Context.
CoRR
Siyu Lou, Xuenan Xu, Mengyue Wu, Kai Yu
2022 J jnl
Automatic Detection Pipeline for Accessing the Motor Severity of Parkinson's Disease in Finger Tapping and Postural Stability.
IEEE Access
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