Siyuan Ma

According to our database, Siyuan Ma authored at least 84 papers between 2007 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of three.

2024

Potential Controlling Factors and Landslide Susceptibility Features of the 2022 Ms 6.8 Luding Earthquake.

Siyuan Ma, Xiaoyi Shao, Chong Xu

Remote. Sens., August, 2024

Correction to: Development and validation of internet literacy scale for high school students.

Siyuan Ma, Yin Wang, Zeng Shu, Zening Duan, Lin Sun

Educ. Inf. Technol., April, 2024

Development and validation of internet literacy scale for high school students.

Siyuan Ma, Yin Wang, Zeng Shu, Zening Duan, Lin Sun

Educ. Inf. Technol., February, 2024

Joint Category Compactness and Disturbance Reduction for Cross-Domain Classification.

Lin Jiang, Jigang Wu, Shuping Zhao, Jiaxing Li, Siyuan Ma

IEEE Trans. Instrum. Meas., 2024

Condo: Enhancing Container Isolation Through Kernel Permission Data Protection.

Shouyin Xu, Yuewu Wang, Lingguang Lei, Kun Sun, Jiwu Jing, Siyuan Ma, Jie Wang, Heqing Huang

IEEE Trans. Inf. Forensics Secur., 2024

Accelerating optimization of terahertz metasurface design using principal component analysis in conjunction with deep learning networks.

Kaige Ding, Zhinan Zhao, Siyuan Ma, Yanqing Qiu, Tingting Lang, Ting Chen

Phys. Commun., 2024

SYEnet: Simple yet effective network for palmprint recognition.

Siyuan Ma, Qintai Hu, Shuping Zhao, Siyuan Chen, Lin Jiang

Inf. Sci., 2024

Recent advances in deep learning and language models for studying the microbiome.

Binghao Yan, Yunbi Nam, Lingyao Li, Rebecca A. Deek, Hongzhe Li, Siyuan Ma

CoRR, 2024

Toward satisfactory public accessibility: A crowdsourcing approach through online reviews to inclusive urban design.

Lingyao Li, Songhua Hu, Yinpei Dai, Min Deng, Parisa Momeni, Gabriel Laverghetta, Lizhou Fan, Zihui Ma, Xi Wang, Siyuan Ma, Jay Ligatti, Libby Hemphill

CoRR, 2024

Visual-RolePlay: Universal Jailbreak Attack on MultiModal Large Language Models via Role-playing Image Characte.

Siyuan Ma, Weidi Luo, Yu Wang, Xiaogeng Liu, Muhao Chen, Bo Li, Chaowei Xiao

CoRR, 2024

A scoping review of using Large Language Models (LLMs) to investigate Electronic Health Records (EHRs).

Lingyao Li, Jiayan Zhou, Zhenxiang Gao, Wenyue Hua, Lizhou Fan, Huizi Yu, Loni Hagen, Yongfeng Zhang, Themistocles L. Assimes, Libby Hemphill, Siyuan Ma

CoRR, 2024

JailBreakV-28K: A Benchmark for Assessing the Robustness of MultiModal Large Language Models against Jailbreak Attacks.

Weidi Luo, Siyuan Ma, Xiaogeng Liu, Xiaoyu Guo, Chaowei Xiao

CoRR, 2024

GammaGateR: semi-automated marker gating for single-cell multiplexed imaging.

Jiangmei Xiong, Harsimran Kaur, Cody N. Heiser, Eliot T. McKinley, Joseph T. Roland, Robert J. Coffey, Martha J. Shrubsole, Julia Wrobel, Siyuan Ma, Ken S. Lau, Simon N. Vandekar

Bioinform., 2024

DNN Robustness Enhancement Based on Adversarial Sample Prioritization.

Long Zhang, Jiangzhao Wu, Siyuan Ma, Jian Liu

IEEE Access, 2024

2023

Estimating the Quality of the Most Popular Machine Learning Algorithms for Landslide Susceptibility Mapping in 2018 Mw 7.5 Palu Earthquake.

Siyuan Ma, Xiaoyi Shao, Chong Xu

Remote. Sens., October, 2023

Insight into the Characteristics and Triggers of Loess Landslides during the 2013 Heavy Rainfall Event in the Tianshui Area, China.

Xiaoyi Shao, Siyuan Ma, Chong Xu, Yueren Xu

Remote. Sens., September, 2023

Multiscale Multidirection Binary Pattern Learning for Discriminant Palmprint Identification.

Siyuan Ma, Qintai Hu, Shuping Zhao, Wenyan Wu, Jigang Wu

IEEE Trans. Instrum. Meas., 2023

Landslides Triggered by the 2016 Heavy Rainfall Event in Sanming, Fujian Province: Distribution Pattern Analysis and Spatio-Temporal Susceptibility Assessment.

Siyuan Ma, Xiaoyi Shao, Chong Xu

Remote. Sens., 2023

Understanding News Creation Intents: Frame, Dataset, and Method.

Zhengjia Wang, Danding Wang, Qiang Sheng, Juan Cao, Silong Su, Yifan Sun, Beizhe Hu, Siyuan Ma

CoRR, 2023

PIMSAB: A Processing-In-Memory System with Spatially-Aware Communication and Bit-Serial-Aware Computation.

Aman Arora, Jian Weng, Siyuan Ma, Tony Nowatzki, Lizy K. John

CoRR, 2023

Summary of ChatGPT/GPT-4 Research and Perspective Towards the Future of Large Language Models.

Yiheng Liu, Tianle Han, Siyuan Ma, Jiayue Zhang, Yuanyuan Yang, Jiaming Tian, Hao He, Antong Li, Mengshen He, Zhengliang Liu, Zihao Wu, Dajiang Zhu, Xiang Li, Ning Qiang, Dinggang Shen, Tianming Liu, Bao Ge

CoRR, 2023

Inter-class Sparsity Based Non-negative Transition Sub-space Learning.

Miaojun Li, Shuping Zhao, Jigang Wu, Siyuan Ma

Proceedings of the Pattern Recognition and Computer Vision - 6th Chinese Conference, 2023

TFAN: Temporal-Feature correlations Attention-based Network for Urban Air Quality Prediction using Data Fusion technology.

Siyuan Ma, Fan Zhang, Wanli Hou, Yarui Li, Wei Song

Proceedings of the Asian Conference on Machine Learning, 2023

Exact Query in Multi-version Key Encrypted Database via Bloom Filters.

Guohao Duan, Siyuan Ma, Yanlong Wen

Proceedings of the Web Information Systems and Applications, 2023

2022

CSformer: Cross-Scale Features Fusion Based Transformer for Image Denoising.

Haitao Yin, Siyuan Ma

IEEE Signal Process. Lett., 2022

Characterizing the Distribution Pattern and a Physically Based Susceptibility Assessment of Shallow Landslides Triggered by the 2019 Heavy Rainfall Event in Longchuan County, Guangdong Province, China.

Siyuan Ma, Xiaoyi Shao, Chong Xu

Remote. Sens., 2022

A 50-Gb/s PAM-4 Silicon-Photonic Transmitter Incorporating Lumped-Segment MZM, Distributed CMOS Driver, and Integrated CDR.

Qiwen Liao, Yuguang Zhang, Siyuan Ma, Lei Wang, Leliang Li, Guike Li, Zhao Zhang, Jian Liu, Nanjian Wu, Liyuan Liu, Yong Chen, Xi Xiao, Nan Qi

IEEE J. Solid State Circuits, 2022

Learning the joint distribution of two sequences using little or no paired data.

Soroosh Mariooryad, Matt Shannon, Siyuan Ma, Tom Bagby, David Kao, Daisy Stanton, Eric Battenberg, R. J. Skerry-Ryan

CoRR, 2022

Booting IoT Terminal Device Securely with eMMC.

Siyuan Ma, Yuewu Wang, Lingguang Lei, Yingjiao Niu, Haotian Shi, Jie Wang

Proceedings of the IEEE International Conference on Trust, 2022

2021

Solid-Contact Ion-Selective Electrodes for Histamine Determination.

Siyuan Ma, You Wang, Wei Zhang, Ye Wang, Guang Li

Sensors, 2021

A Large Old Landslide in Sichuan Province, China: Surface Displacement Monitoring and Potential Instability Assessment.

Siyuan Ma, Chong Xu, Xiaoyi Shao, Xiwei Xu, Aichun Liu

Remote. Sens., 2021

Multivariable association discovery in population-scale meta-omics studies.

Himel Mallick, Ali Rahnavard, Lauren J. McIver, Siyuan Ma, Yancong Zhang, Long H. Nguyen, Timothy L. Tickle, George Weingart, Boyu Ren, Emma H. Schwager, Suvo Chatterjee, Kelsey N. Thompson, Jeremy E. Wilkinson, Ayshwarya Subramanian, Yiren Lu, Levi Waldron, Joseph N. Paulson, Eric A. Franzosa, Héctor Corrada Bravo, Curtis Huttenhower

PLoS Comput. Biol., 2021

A statistical model for describing and simulating microbial community profiles.

Siyuan Ma, Boyu Ren, Himel Mallick, Yo Sup Moon, Emma H. Schwager, Sagun Maharjan, Timothy L. Tickle, Yiren Lu, Rachel N. Carmody, Eric A. Franzosa, Lucas Janson, Curtis Huttenhower

PLoS Comput. Biol., 2021

Landslides triggered by the 6 September 2018 Mw 6.6 Hokkaido, Japan: an updated inventory and retrospective hazard assessment.

Yulong Cui, Pengpeng Bao, Chong Xu, Siyuan Ma, Jun Zheng, Gui Fu

Earth Sci. Informatics, 2021

Gated Transformer Networks for Multivariate Time Series Classification.

Minghao Liu, Shengqi Ren, Siyuan Ma, Jiahui Jiao, Yizhou Chen, Zhiguang Wang, Wei Song

CoRR, 2021

Opinion Expression Dynamics in Social Media Chat Groups: An Integrated Quasi-Experimental and Agent-Based Model Approach.

Siyuan Ma, Hongzhong Zhang

Complex., 2021

Enhanced Discriminant Local Direction Pattern Learning for Robust Palmprint Identification.

Siyuan Ma, Qintai Hu, Shuping Zhao, Lin Jiang, Wenyan Wu

Proceedings of the Parallel and Distributed Computing, Applications and Technologies, 2021

Event Extraction of Chinese Electronic Medical Records Based on BiGRU-CRF.

Siyuan Ma, Longlong Cheng, Shuo Huang, Bingjian Cui

Proceedings of the AIPR 2021: 4th International Conference on Artificial Intelligence and Pattern Recognition, Xiamen, China, September 24, 2021

2020

Implementation of High-Performance Blockchain Network Based on Cross-Chain Technology for IoT Applications.

Ting Lin, Xu Yang, Taoyi Wang, Tu Peng, Feng Xu, Shengxiong Lao, Siyuan Ma, Hanfeng Wang, Wenjiang Hao

Sensors, 2020

Automatic Extraction of Seismic Landslides in Large Areas with Complex Environments Based on Deep Learning: An Example of the 2018 Iburi Earthquake, Japan.

Pengfei Zhang, Chong Xu, Siyuan Ma, Xiaoyi Shao, Yingying Tian, Boyu Wen

Remote. Sens., 2020

SurfaceFlow: Large Area Haptic Display via Compliant Liquid Dielectric Actuators.

Yitian Shao, Siyuan Ma, Sang Ho Yoon, Yon Visell, James D. Holbery

Proceedings of the 2020 IEEE Haptics Symposium, 2020

iMold: Enabling Interactive Design Optimization for In-Mold Electronics.

Jonathan Ting, Yunbo Zhang, Sang Ho Yoon, James D. Holbery, Siyuan Ma

Proceedings of the Extended Abstracts of the 2020 CHI Conference on Human Factors in Computing Systems, 2020

Stress Monitoring using Multimodal Bio-sensing Headset.

Joong Hoon Lee, Hannes Gamper, Ivan Tashev, Steven Dong, Siyuan Ma, Jacquelin Remaley, James D. Holbery, Sang Ho Yoon

Proceedings of the Extended Abstracts of the 2020 CHI Conference on Human Factors in Computing Systems, 2020

2019

A Charging Algorithm for the Wireless Rechargeable Sensor Network with Imperfect Charging Channel and Finite Energy Storage.

Mengqiu Tian, Wanguo Jiao, Jiaming Liu, Siyuan Ma

Sensors, 2019

Planet Image-Based Inventorying and Machine Learning-Based Susceptibility Mapping for the Landslides Triggered by the 2018 Mw6.6 Tomakomai, Japan Earthquake.

Xiaoyi Shao, Siyuan Ma, Chong Xu, Pengfei Zhang, Boyu Wen, Yingying Tian, Qing Zhou, Yulong Cui

Remote. Sens., 2019

Parametrically computing efficient frontiers and reanalyzing efficiency-diversification discrepancies and naive diversification.

Yue Qi, Yushu Zhang, Siyuan Ma

INFOR Inf. Syst. Oper. Res., 2019

Online algorithm for data retrieval with multiple antennae in wireless communication.

Ping He, Weidong Li, Shufu Cao, Siyuan Ma, Kaihua Shi

Int. J. Sens. Networks, 2019

Effects of Seismogenic Faults on the Predictive Mapping of Probability to Earthquake-Triggered Landslides.

Xiaoyi Shao, Chong Xu, Siyuan Ma, Qing Zhou

ISPRS Int. J. Geo Inf., 2019

A Self-Conformable Smart Skin with Sensing and Variable Stiffness Functions.

Yu Qiu, Siyuan Ma, Qibing Pei, James D. Holbery

Adv. Intell. Syst., 2019

HapSense: A Soft Haptic I/O Device with Uninterrupted Dual Functionalities of Force Sensing and Vibrotactile Actuation.

Sang Ho Yoon, Siyuan Ma, Woo Suk Lee, Shantanu Thakurdesai, Di Sun, Flavio P. Ribeiro, James D. Holbery

Proceedings of the 32nd Annual ACM Symposium on User Interface Software and Technology, 2019

Barrage Video Recommendation Method Based on Convolutional Recursive Neural Network.

Siyuan Ma, Ping He

Proceedings of the Parallel Architectures, Algorithms and Programming, 2019

Kernel Machines That Adapt To Gpus For Effective Large Batch Training.

Siyuan Ma, Mikhail Belkin

Proceedings of the Second Conference on Machine Learning and Systems, SysML 2019, 2019

Kernel Machines Beat Deep Neural Networks on Mask-Based Single-Channel Speech Enhancement.

Like Hui, Siyuan Ma, Mikhail Belkin

Proceedings of the 20th Annual Conference of the International Speech Communication Association, 2019

Exploration of Automatic Mixed-Precision Search for Deep Neural Networks.

Xuyang Guo, Yuanjun Huang, Hsin-Pai Cheng, Bing Li, Wei Wen, Siyuan Ma, Hai Helen Li, Yiran Chen

Proceedings of the IEEE International Conference on Artificial Intelligence Circuits and Systems, 2019

2018

A Low-cost Disk Solution Enabling LSM-tree to Achieve High Performance for Mixed Read/Write Workloads.

Dejun Teng, Lei Guo, Rubao Lee, Feng Chen, Yanfeng Zhang, Siyuan Ma, Xiaodong Zhang

ACM Trans. Storage, 2018

Reconciling modern machine learning and the bias-variance trade-off.

Mikhail Belkin, Daniel Hsu, Siyuan Ma, Soumik Mandal

CoRR, 2018

On exponential convergence of SGD in non-convex over-parametrized learning.

Raef Bassily, Mikhail Belkin, Siyuan Ma

CoRR, 2018

Learning kernels that adapt to GPU.

Siyuan Ma, Mikhail Belkin

CoRR, 2018

The Power of Interpolation: Understanding the Effectiveness of SGD in Modern Over-parametrized Learning.

Siyuan Ma, Raef Bassily, Mikhail Belkin

Proceedings of the 35th International Conference on Machine Learning, 2018

To Understand Deep Learning We Need to Understand Kernel Learning.

Mikhail Belkin, Siyuan Ma, Soumik Mandal

Proceedings of the 35th International Conference on Machine Learning, 2018

2017

Combining the big data analysis and the threat intelligence technologies for the classified protection model.

Yuan Tao, Yu-xiang Zhang, Siyuan Ma, Ke Fan, Mo-yan Li, Fengming Guo, Zheng Xu

Clust. Comput., 2017

Diving into the shallows: a computational perspective on large-scale shallow learning.

Siyuan Ma, Mikhail Belkin

Proceedings of the Advances in Neural Information Processing Systems 30: Annual Conference on Neural Information Processing Systems 2017, 2017

LSbM-tree: Re-Enabling Buffer Caching in Data Management for Mixed Reads and Writes.

Dejun Teng, Lei Guo, Rubao Lee, Feng Chen, Siyuan Ma, Yanfeng Zhang, Xiaodong Zhang

Proceedings of the 37th IEEE International Conference on Distributed Computing Systems, 2017

2016

Re-enabling high-speed caching for LSM-trees.

Lei Guo, Dejun Teng, Rubao Lee, Feng Chen, Siyuan Ma, Xiaodong Zhang

CoRR, 2016

Indoor robot navigation by coupling IMU, UWB, and encode.

Siyuan Ma, Yong Zhang, Yuan Xu, Bin Wang, Jin Cheng, Qinjun Zhao

Proceedings of the 10th International Conference on Software, 2016

Reliability evaluation of a single-phase H-bridge inverter with integrated active power decoupling.

Junchaojie Tang, Haoran Wang, Siyuan Ma, Guorong Zhu, Huai Wang

Proceedings of the IECON 2016, 2016

Lifetime estimation of DC-link capacitors in a single-phase converter with an integrated active power decoupling module.

Siyuan Ma, Haoran Wang, Junchaojie Tang, Guorong Zhu, Huai Wang

Proceedings of the IECON 2016, 2016

Measure of Compatibility Based Angle Computing for Balanced Posture Control on Self-balancing Vehicles.

Siyuan Ma, Man Wang, Chunye Du, Yang Zhao

Proceedings of the Intelligent Computing Methodologies - 12th International Conference, 2016

A consistency measure computing algorithm based on the combination of support degree and correlation degree in multi-sensor systems.

Siyuan Ma, Gangquan Si

Proceedings of the 2016 International Conference on Advanced Robotics and Mechatronics, 2016

2015

Waveform control method for mitigating harmonics of inverter systems with nonlinear load.

Haoran Wang, Guorong Zhu, Xiaobin Fu, Siyuan Ma, Huai Wang

Proceedings of the IECON 2015, 2015

2014

Concurrent Analytical Query Processing with GPUs.

Kaibo Wang, Kai Zhang, Yuan Yuan, Siyuan Ma, Rubao Lee, Xiaoning Ding, Xiaodong Zhang

Proc. VLDB Endow., 2014

2013

Understanding Insights into the Basic Structure and Essential Issues of Table Placement Methods in Clusters.

Yin Huai, Siyuan Ma, Rubao Lee, Owen O'Malley, Xiaodong Zhang

Proc. VLDB Endow., 2013

Detecting GPS information leakage in Android applications.

Siyuan Ma, Zhushou Tang, Qiuyu Xiao, Jiafa Liu, Tran Triet Duong, Xiaodong Lin, Haojin Zhu

Proceedings of the 2013 IEEE Global Communications Conference, 2013

S-CAVE: Effective SSD caching to improve virtual machine storage performance.

Tian Luo, Siyuan Ma, Rubao Lee, Xiaodong Zhang, Deng Liu, Li Zhou

Proceedings of the 22nd International Conference on Parallel Architectures and Compilation Techniques, 2013

2012

Studies of composite multihull ship structures using fluid structure interaction.

Siyuan Ma

PhD thesis, 2012

A Source-aware Interrupt Scheduling for Modern Parallel I/O Systems.

Hongbo Zou, Xian-He Sun, Siyuan Ma, Xi Duan

Proceedings of the 26th IEEE International Parallel and Distributed Processing Symposium, 2012

2009

A Global Reputation Model for Grid Computing.

Yiduo Mei, Shangyuan Guan, Zhixing Gao, Siyuan Ma, Xiaoshe Dong

Int. J. Distributed Sens. Networks, 2009

Effective Reformulation for Resource Allocation in Computational Grid.

Xiaoshe Dong, Yiduo Mei, Siyuan Ma, Guannan Gong, Zhengdong Zhu

Int. J. Distributed Sens. Networks, 2009

GridDEV: A Platform for Service Grid Evaluation.

Hongbo Tian, Xiaoshe Dong, Siyuan Ma, Bingyi Li, Feifei Liu

Proceedings of the Fourth ChinaGrid Annual Conference, ChinaGrid 2009, Yantai, Shandong, 2009

2008

A Profile-based Memory Access Optimizing Technology on CBE Architecture.

Guofu Feng, Xiaoshe Dong, Siyuan Ma, Jinghua Feng, Xuhao Wang

Proceedings of the 10th IEEE International Conference on High Performance Computing and Communications, 2008

Taxonomy and an Ontology for Grid Metrics.

Siyuan Ma, Xiaoshe Dong, Yiduo Mei, Zhao Wang, Zhengdong Zhu

Proceedings of the Third ChinaGrid Annual Conference, ChinaGrid 2008, Dunhuang, Gansu, 2008

2007

A Survey on Failure Prediction of Large-Scale Server Clusters.

Zhenghua Xue, Xiaoshe Dong, Siyuan Ma, Weiqing Dong

Proceedings of the 8th ACIS International Conference on Software Engineering, 2007

A Framework for Reputation Management in Large-Scale Distributed Systems.

Yiduo Mei, Shangyuan Guan, Xiaoshe Dong, Siyuan Ma, Zhao Wang

Proceedings of the Computer Supported Cooperative Work in Design IV, 2007

An Energy-Efficient Management Mechanism for Large-Scale Server Clusters.

Zhenghua Xue, Xiaoshe Dong, Siyuan Ma, Shengqun Fan, Yiduo Mei

Proceedings of The 2nd IEEE Asia-Pacific Services Computing Conference, 2007