Siyuan Shen

Publication Activity (10 Years)

Years Active: 2008-2024
Publications (10 Years): 54

Top Topics

Object Detection

Speech Emotion Recognition

Cognitive Modeling

Top Venues

Publications

Siyuan Shen, Yu Gao, Feng Liu, Hanyang Wang, Aimin Zhou
Emotion Neural Transducer for Fine-Grained Speech Emotion Recognition. ICASSP (2024)
Ke Li, Yining Wang, Wang Li, Siyuan Shen, Shukai Duan, Lidan Wang
Feature augmentation and scale penalty for tiny floating detection. Int. J. Mach. Learn. Cybern. 15 (3) (2024)
Junjie Yang, Zhihao Zhao, Siyuan Shen, Daniel Zapp, Mathias Maier, Kai Huang, Nassir Navab, M. Ali Nasseri
EyeLS: Shadow-Guided Instrument Landing System for Target Approaching in Robotic Eye Surgery. IEEE Robotics Autom. Lett. 9 (4) (2024)
Mikhail Khalilov, Marcin Chrapek, Siyuan Shen, Alessandro Vezzu, Thomas Benz, Salvatore Di Girolamo, Timo Schneider, Daniele De Sensi, Luca Benini, Torsten Hoefler
OSMOSIS: Enabling Multi-Tenancy in Datacenter SmartNICs. USENIX ATC (2024)
Jinpei Tan, Siyuan Shen, Shukai Duan, Lidan Wang
An efficient full-size convolutional computing method based on memristor crossbar. Artif. Intell. Rev. 57 (6) (2024)
Siyuan Shen, Tianjia Shao, Kun Zhou, Chenfanfu Jiang, Sheldon Andrews, Victor B. Zordan, Yin Yang
Elastic Locomotion with Mixed Second-order Differentiation. CoRR (2024)
Siyuan Shen, Yu Gao, Feng Liu, Hanyang Wang, Aimin Zhou
Emotion Neural Transducer for Fine-Grained Speech Emotion Recognition. CoRR (2024)
Pu Liu, Yibo Cui, Cong Wang, Yan Liang, Zhongting Chang, Kun Han, Siyuan Shen, Guangjie Zuo
Sensorless model predictive control based on I-f integrated sliding mode observer for surface permanent magnet synchronous motor. Int. J. Circuit Theory Appl. 52 (2) (2024)
Youyu Yan, Jianguo Liu, Shenggang Yan, Siyuan Shen, Xiangang Li
An Effective Magnetic Anomaly Detection Using Orthonormal Basis of Magnetic Gradient Tensor Invariants. IEEE Trans. Geosci. Remote. Sens. 62 (2024)
Siyuan Shen, Langwen Huang, Marcin Chrapek, Timo Schneider, Jai Dayal, Manisha Gajbe, Robert Wisniewski, Torsten Hoefler
LLAMP: Assessing Network Latency Tolerance of HPC Applications with Linear Programming. CoRR (2024)
Dahang Wan, Rongsheng Lu, Bingtao Hu, Jiajie Yin, Siyuan Shen, Ting Xu, Xianli Lang
YOLO-MIF: Improved YOLOv8 with Multi-Information fusion for object detection in Gray-Scale images. Adv. Eng. Informatics 62 (2024)
Binbin Huang, Xingyue Peng, Siyuan Shen, Suan Xia, Ruiqian Li, Yanhua Yu, Yuehan Wang, Shenghua Gao, Wenzheng Chen, Shiying Li, Jingyi Yu
Omni-Line-of-Sight Imaging for Holistic Shape Reconstruction. CoRR (2023)
Dahang Wan, Rongsheng Lu, Siyuan Shen, Ting Xu, Xianli Lang, Zhijie Ren
Mixed local channel attention for object detection. Eng. Appl. Artif. Intell. 123 (Part C) (2023)
Siyuan Shen, Jichen Chen, Guanfeng Yu, Zhengjun Zhai, Wenqi Chen
LAGNet: Lightweight Attention Guided Network for Real-time Semantic Segmentation. ACAI (2023)
Dahang Wan, Rongsheng Lu, Sailei Wang, Siyuan Shen, Ting Xu, Xianli Lang
YOLO-HR: Improved YOLOv5 for Object Detection in High-Resolution Optical Remote Sensing Images. Remote. Sens. 15 (3) (2023)
Hanyang Wang, Bo Li, Shuang Wu, Siyuan Shen, Feng Liu, Shouhong Ding, Aimin Zhou
Rethinking the Learning Paradigm for Dynamic Facial Expression Recognition. CVPR (2023)
Siyuan Shen, Shukai Duan, Lidan Wang
A Hybrid Weight Quantization Strategy for Memristive Neural Networks. Neurocomputing 562 (2023)
Yanhua Yu, Siyuan Shen, Zi Wang, Binbin Huang, Yuehan Wang, Xingyue Peng, Suan Xia, Ping Liu, Ruiqian Li, Shiying Li
Enhancing Non-line-of-sight Imaging via Learnable Inverse Kernel and Attention Mechanisms. ICCV (2023)
Wuwei Ren, Siyuan Shen, Linlin Li, Shengyu Gao, Yuehan Wang, Liangtao Gu, Shiying Li, Xingjun Zhu, Jiahua Jiang, Jingyi Yu
High-resolution tomographic reconstruction of optical absorbance through scattering media using neural fields. CoRR (2023)
Siyuan Shen, Feng Liu, Aimin Zhou
Mingling or Misalignment? Temporal Shift for Speech Emotion Recognition with Pre-trained Representations. CoRR (2023)
Junjie Yang, Zhihao Zhao, Siyuan Shen, Daniel Zapp, Mathias Maier, Kai Huang, Nassir Navab, M. Ali Nasseri
EyeLS: Shadow-Guided Instrument Landing System for Intraocular Target Approaching in Robotic Eye Surgery. CoRR (2023)
Youyu Yan, Shenggang Yan, Jianguo Liu, Xiangang Li, Siyuan Shen
A Compensation Method in Magnetic Distortion Through Regularized Inverse Problems. IEEE Trans. Instrum. Meas. 72 (2023)
Feng Liu, Hanyang Wang, Siyuan Shen, Xun Jia, Jingyi Hu, Jia-Hao Zhang, Xi-Yi Wang, Ying Lei, Aimin Zhou, Jia-Yin Qi, Zhi-Bin Li
OPO-FCM: A Computational Affection Based OCC-PAD-OCEAN Federation Cognitive Modeling Approach. IEEE Trans. Comput. Soc. Syst. 10 (4) (2023)
Dahang Wan, Rongsheng Lu, Ting Xu, Siyuan Shen, Xianli Lang, Zhijie Ren
Random Interpolation Resize: A free image data augmentation method for object detection in industry. Expert Syst. Appl. 228 (2023)
Julia Bazinska, Andrei Ivanov, Tal Ben-Nun, Nikoli Dryden, Maciej Besta, Siyuan Shen, Torsten Hoefler
Cached Operator Reordering: A Unified View for Fast GNN Training. CoRR (2023)
Yuehan Wang, Siyuan Shen, Suan Xia, Ruiqian Li, Xingyue Peng, Yanhua Yu, Shiying Li, Jingyi Yu
Neural Reconstruction through Scattering Media with Forward and Backward Losses. ICCP (2023)
Siyuan Shen, Feng Liu, Aimin Zhou
Mingling or Misalignment? Temporal Shift for Speech Emotion Recognition with Pre-Trained Representations. ICASSP (2023)
Mikhail Khalilov, Marcin Chrapek, Siyuan Shen, Alessandro Vezzu, Thomas Benz, Salvatore Di Girolamo, Timo Schneider, Daniele De Sensi, Luca Benini, Torsten Hoefler
OSMOSIS: Enabling Multi-Tenancy in Datacenter SmartNICs. CoRR (2023)
Torsten Hoefler, Duncan Roweth, Keith D. Underwood, Robert Alverson, Mark Griswold, Vahid Tabatabaee, Mohan Kalkunte, Surendra Anubolu, Siyuan Shen, Moray McLaren, Abdul Kabbani, Steve Scott
Data Center Ethernet and Remote Direct Memory Access: Issues at Hyperscale. Computer 56 (7) (2023)
Yunlong Wang, Tianqi Liu, Yanjun Qin, Siyuan Shen, Xiaoming Tao
A Hybrid Approach for Driving Behavior Recognition: Integration of CNN and Transformer-Encoder with EEG data. VTC Fall (2023)
Jinxian Wang, Xuejun Liu, Siyuan Shen, Lei Deng, Hui Liu
DeepDDS: deep graph neural network with attention mechanism to predict synergistic drug combinations. Briefings Bioinform. 23 (1) (2022)
Siyuan Shen, Tianjia Shao, Kun Zhou, Chenfanfu Jiang, Feng Luo, Yin Yang
HoD-Net: High-Order Differentiable Deep Neural Networks and Applications. AAAI (2022)
Pengyuan Wang, HyunJun Jung, Yitong Li, Siyuan Shen, Rahul Parthasarathy Srikanth, Lorenzo Garattoni, Sven Meier, Nassir Navab, Benjamin Busam
PhoCaL: A Multi-Modal Dataset for Category-Level Object Pose Estimation with Photometrically Challenging Objects. CVPR (2022)
Feng Liu, Yihao Zhou, Xun Jia, Hanyang Wang, Siyuan Shen, Aimin Zhou
High-arousal positive emotion evoking is more effective in VR than on a 2D monitor based on computational affection. CogSci (2022)
Pengyuan Wang, HyunJun Jung, Yitong Li, Siyuan Shen, Rahul Parthasarathy Srikanth, Lorenzo Garattoni, Sven Meier, Nassir Navab, Benjamin Busam
PhoCaL: A Multi-Modal Dataset for Category-Level Object Pose Estimation with Photometrically Challenging Objects. CoRR (2022)
Feng Liu, Siyuan Shen, Ziwang Fu, Hanyang Wang, Aimin Zhou, Jia-Yin Qi
LGCCT: A Light Gated and Crossed Complementation Transformer for Multimodal Speech Emotion Recognition. Entropy 24 (7) (2022)
Zhengqing Pan, Ruiqian Li, Tian Gao, Zi Wang, Ping Liu, Siyuan Shen, Tao Wu, Jingyi Yu, Shiying Li
Onsite Non-Line-of-Sight Imaging via Online Calibrations. CoRR (2021)
Bo Gao, Siyuan Shen, Ling Shi, Jiaying Li, Jun Sun, Lei Bu
Verification Assisted Gas Reduction for Smart Contracts. APSEC (2021)
Siyuan Shen, Zi Wang, Ping Liu, Zhengqing Pan, Ruiqian Li, Tian Gao, Shiying Li, Jingyi Yu
Non-line-of-Sight Imaging via Neural Transient Fields. IEEE Trans. Pattern Anal. Mach. Intell. 43 (7) (2021)
Ziwang Fu, Feng Liu, Hanyang Wang, Siyuan Shen, Jiahao Zhang, Jiayin Qi, Xiangling Fu, Aimin Zhou
LMR-CBT: Learning Modality-fused Representations with CB-Transformer for Multimodal Emotion Recognition from Unaligned Multimodal Sequences. CoRR (2021)
Chengyi Yang, Feng Liu, Siyuan Shen, Jiayin Qi
An Energy-aware Approach with Spectrum Detection in Wireless Sensor Networks. EUC (2021)
Siyuan Shen, Zi Wang, Ping Liu, Zhengqing Pan, Ruiqian Li, Tian Gao, Shiying Li, Jingyi Yu
Non-line-of-Sight Imaging via Neural Transient Fields. CoRR (2021)
Siyuan Shen, Yurong Qian, Jingjing Zheng, Junyi Liu, Lei Deng
Accurately Predicting circRNA-disease Associations Using Variational Graph Auto-encoders and LightGBM. BIBM (2021)
Siyuan Shen, Yin Yang, Tianjia Shao, He Wang, Chenfanfu Jiang, Lei Lan, Kun Zhou
High-order Differentiable Autoencoder for Nonlinear Model Reduction. CoRR (2021)
Jinxian Wang, Xuejun Liu, Siyuan Shen, Lei Deng, Hui Liu
DeepDDS: deep graph neural network with attention mechanism to predict synergistic drug combinations. CoRR (2021)
Siyuan Shen, Yin Yang, Tianjia Shao, He Wang, Chenfanfu Jiang, Lei Lan, Kun Zhou
High-order differentiable autoencoder for nonlinear model reduction. ACM Trans. Graph. 40 (4) (2021)
Siyuan Shen, Tianjia Shao, Kun Zhou, Chenfanfu Jiang, Feng Luo, Yin Yang
Second-order Neural Network Training Using Complex-step Directional Derivative. CoRR (2020)
Jian Fu, Ce Cao, Jinyu Du, Siyuan Shen
Robot Motor Skill Acquisition with Learning in Two Spaces. ICIRA (6) (2019)
Hui Wang, Tieke He, Zhipeng Zou, Siyuan Shen, Yu Li
Using Case Facts to Predict Accusation Based on Deep Learning. QRS Companion (2019)
Baogui Chen, Zhuoyang Li, Siyuan Shen, Zhipeng Zou, Tieke He
Judicial Knowledge Reasoning Based on Representation Learning. QRS Companion (2019)
Yonghua Yu, Changyang Li, Mainuddin Ahmad Jonas, Chuanhao Ma, Faysal Hossain Shezan, Siyuan Shen, Peng Gao, Yuan Tian
Detecting Abnormal Behaviors in Smart Home. MASS Workshops (2019)
Jian Fu, Siyuan Shen, Ce Cao, Cong Li
Fast Robot Motor Skill Acquisition Based on Bayesian Inspired Policy Improvement. ICIRA (6) (2019)
Ge Yan, Yu Li, Siyuan Shen, Shu Zhang, Jia Liu
Law Article Prediction Based on Deep Learning. QRS Companion (2019)
Siyuan Shen, Hao Lian, Tieke He, Zhenyu Chen
Clustering on the Stream of Crowdsourced Testing. WISA (2017)
Siyuan Shen, Yan-Kui Liu
Two-Stage Location-Allocation Problem with Credibility Objective. FSKD (4) (2009)
Yankui Liu, Siyuan Shen, Rui Qin
Particle Swarm Optimization for Two-Stage FLA Problem with Fuzzy Random Demands. ISNN (1) (2008)