Siyuan Ma

ORCID

Publication Activity (10 Years)

Years Active: 2007-2024
Publications (10 Years): 70

Top Venues

Florida Atlantic University, Boca Raton, FL, USA (PHD)

Education History

Florida Atlantic University, Boca Raton, FL, USA

PHD

Publications

Lin Jiang, Jigang Wu, Shuping Zhao, Jiaxing Li, Siyuan Ma
Joint Category Compactness and Disturbance Reduction for Cross-Domain Classification. IEEE Trans. Instrum. Meas. 73 (2024)
Kaige Ding, Zhinan Zhao, Siyuan Ma, Yanqing Qiu, Tingting Lang, Ting Chen
Accelerating optimization of terahertz metasurface design using principal component analysis in conjunction with deep learning networks. Phys. Commun. 66 (2024)
Siyuan Ma, Yin Wang, Zeng Shu, Zening Duan, Lin Sun
Correction to: Development and validation of internet literacy scale for high school students. Educ. Inf. Technol. 29 (5) (2024)
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
GammaGateR: semi-automated marker gating for single-cell multiplexed imaging. Bioinform. 40 (6) (2024)
Siyuan Ma, Weidi Luo, Yu Wang, Xiaogeng Liu, Muhao Chen, Bo Li, Chaowei Xiao
Visual-RolePlay: Universal Jailbreak Attack on MultiModal Large Language Models via Role-playing Image Characte. CoRR (2024)
Weidi Luo, Siyuan Ma, Xiaogeng Liu, Xiaoyu Guo, Chaowei Xiao
JailBreakV-28K: A Benchmark for Assessing the Robustness of MultiModal Large Language Models against Jailbreak Attacks. CoRR (2024)
Shouyin Xu, Yuewu Wang, Lingguang Lei, Kun Sun, Jiwu Jing, Siyuan Ma, Jie Wang, Heqing Huang
Condo: Enhancing Container Isolation Through Kernel Permission Data Protection. IEEE Trans. Inf. Forensics Secur. 19 (2024)
Siyuan Ma, Qintai Hu, Shuping Zhao, Siyuan Chen, Lin Jiang
SYEnet: Simple yet effective network for palmprint recognition. Inf. Sci. 669 (2024)
Siyuan Ma, Xiaoyi Shao, Chong Xu
Potential Controlling Factors and Landslide Susceptibility Features of the 2022 Ms 6.8 Luding Earthquake. Remote. Sens. 16 (15) (2024)
Lingyao Li, Jiayan Zhou, Zhenxiang Gao, Wenyue Hua, Lizhou Fan, Huizi Yu, Loni Hagen, Yongfeng Zhang, Themistocles L. Assimes, Libby Hemphill, Siyuan Ma
A scoping review of using Large Language Models (LLMs) to investigate Electronic Health Records (EHRs). CoRR (2024)
Siyuan Ma, Yin Wang, Zeng Shu, Zening Duan, Lin Sun
Development and validation of internet literacy scale for high school students. Educ. Inf. Technol. 29 (2) (2024)
Miaojun Li, Shuping Zhao, Jigang Wu, Siyuan Ma
Inter-class Sparsity Based Non-negative Transition Sub-space Learning. PRCV (3) (2023)
Guohao Duan, Siyuan Ma, Yanlong Wen
Exact Query in Multi-version Key Encrypted Database via Bloom Filters. WISA (2023)
Xiaoyi Shao, Siyuan Ma, Chong Xu, Yueren Xu
Insight into the Characteristics and Triggers of Loess Landslides during the 2013 Heavy Rainfall Event in the Tianshui Area, China. Remote. Sens. 15 (17) (2023)
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
Summary of ChatGPT/GPT-4 Research and Perspective Towards the Future of Large Language Models. CoRR (2023)
Siyuan Ma, Fan Zhang, Wanli Hou, Yarui Li, Wei Song
TFAN: Temporal-Feature correlations Attention-based Network for Urban Air Quality Prediction using Data Fusion technology. ACML (2023)
Siyuan Ma, Xiaoyi Shao, Chong Xu
Estimating the Quality of the Most Popular Machine Learning Algorithms for Landslide Susceptibility Mapping in 2018 Mw 7.5 Palu Earthquake. Remote. Sens. 15 (19) (2023)
Siyuan Ma, Xiaoyi Shao, Chong Xu
Landslides Triggered by the 2016 Heavy Rainfall Event in Sanming, Fujian Province: Distribution Pattern Analysis and Spatio-Temporal Susceptibility Assessment. Remote. Sens. 15 (11) (2023)
Siyuan Ma, Qintai Hu, Shuping Zhao, Wenyan Wu, Jigang Wu
Multiscale Multidirection Binary Pattern Learning for Discriminant Palmprint Identification. IEEE Trans. Instrum. Meas. 72 (2023)
Aman Arora, Jian Weng, Siyuan Ma, Tony Nowatzki, Lizy K. John
PIMSAB: A Processing-In-Memory System with Spatially-Aware Communication and Bit-Serial-Aware Computation. CoRR (2023)
Zhengjia Wang, Danding Wang, Qiang Sheng, Juan Cao, Silong Su, Yifan Sun, Beizhe Hu, Siyuan Ma
Understanding News Creation Intents: Frame, Dataset, and Method. CoRR (2023)
Haitao Yin, Siyuan Ma
CSformer: Cross-Scale Features Fusion Based Transformer for Image Denoising. IEEE Signal Process. Lett. 29 (2022)
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
A 50-Gb/s PAM-4 Silicon-Photonic Transmitter Incorporating Lumped-Segment MZM, Distributed CMOS Driver, and Integrated CDR. IEEE J. Solid State Circuits 57 (3) (2022)
Siyuan Ma, Yuewu Wang, Lingguang Lei, Yingjiao Niu, Haotian Shi, Jie Wang
Booting IoT Terminal Device Securely with eMMC. TrustCom (2022)
Siyuan Ma, Xiaoyi Shao, Chong Xu
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. Remote. Sens. 14 (17) (2022)
Soroosh Mariooryad, Matt Shannon, Siyuan Ma, Tom Bagby, David Kao, Daisy Stanton, Eric Battenberg, R. J. Skerry-Ryan
Learning the joint distribution of two sequences using little or no paired data. CoRR (2022)
Yulong Cui, Pengpeng Bao, Chong Xu, Siyuan Ma, Jun Zheng, Gui Fu
Landslides triggered by the 6 September 2018 Mw 6.6 Hokkaido, Japan: an updated inventory and retrospective hazard assessment. Earth Sci. Informatics 14 (1) (2021)
Siyuan Ma, Longlong Cheng, Shuo Huang, Bingjian Cui
Event Extraction of Chinese Electronic Medical Records Based on BiGRU-CRF. AIPR (2021)
Siyuan Ma, Qintai Hu, Shuping Zhao, Lin Jiang, Wenyan Wu
Enhanced Discriminant Local Direction Pattern Learning for Robust Palmprint Identification. PDCAT (2021)
Siyuan Ma, You Wang, Wei Zhang, Ye Wang, Guang Li
Solid-Contact Ion-Selective Electrodes for Histamine Determination. Sensors 21 (19) (2021)
Siyuan Ma, Boyu Ren, Himel Mallick, Yo Sup Moon, Emma Schwager, Sagun Maharjan, Timothy L. Tickle, Yiren Lu, Rachel N. Carmody, Eric A. Franzosa, Lucas Janson, Curtis Huttenhower
A statistical model for describing and simulating microbial community profiles. PLoS Comput. Biol. 17 (9) (2021)
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
Multivariable association discovery in population-scale meta-omics studies. PLoS Comput. Biol. 17 (11) (2021)
Siyuan Ma, Hongzhong Zhang
Opinion Expression Dynamics in Social Media Chat Groups: An Integrated Quasi-Experimental and Agent-Based Model Approach. Complex. 2021 (2021)
Siyuan Ma, Chong Xu, Xiaoyi Shao, Xiwei Xu, Aichun Liu
A Large Old Landslide in Sichuan Province, China: Surface Displacement Monitoring and Potential Instability Assessment. Remote. Sens. 13 (13) (2021)
Minghao Liu, Shengqi Ren, Siyuan Ma, Jiahui Jiao, Yizhou Chen, Zhiguang Wang, Wei Song
Gated Transformer Networks for Multivariate Time Series Classification. CoRR (2021)
Yitian Shao, Siyuan Ma, Sang Ho Yoon, Yon Visell, James D. Holbery
SurfaceFlow: Large Area Haptic Display via Compliant Liquid Dielectric Actuators. HAPTICS (2020)
Joong Hoon Lee, Hannes Gamper, Ivan Tashev, Steven Dong, Siyuan Ma, Jacquelin Remaley, James D. Holbery, Sang Ho Yoon
Stress Monitoring using Multimodal Bio-sensing Headset. CHI Extended Abstracts (2020)
Jonathan Ting, Yunbo Zhang, Sang Ho Yoon, James D. Holbery, Siyuan Ma
iMold: Enabling Interactive Design Optimization for In-Mold Electronics. CHI Extended Abstracts (2020)
Ting Lin, Xu Yang, Taoyi Wang, Tu Peng, Feng Xu, Shengxiong Lao, Siyuan Ma, Hanfeng Wang, Wenjiang Hao
Implementation of High-Performance Blockchain Network Based on Cross-Chain Technology for IoT Applications. Sensors 20 (11) (2020)
Pengfei Zhang, Chong Xu, Siyuan Ma, Xiaoyi Shao, Yingying Tian, Boyu Wen
Automatic Extraction of Seismic Landslides in Large Areas with Complex Environments Based on Deep Learning: An Example of the 2018 Iburi Earthquake, Japan. Remote. Sens. 12 (23) (2020)
Xiaoyi Shao, Chong Xu, Siyuan Ma, Qing Zhou
Effects of Seismogenic Faults on the Predictive Mapping of Probability to Earthquake-Triggered Landslides. ISPRS Int. J. Geo Inf. 8 (8) (2019)
Xuyang Guo, Yuanjun Huang, Hsin-Pai Cheng, Bing Li, Wei Wen, Siyuan Ma, Hai Helen Li, Yiran Chen
Exploration of Automatic Mixed-Precision Search for Deep Neural Networks. AICAS (2019)
Sang Ho Yoon, Siyuan Ma, Woo Suk Lee, Shantanu Thakurdesai, Di Sun, Flavio P. Ribeiro, James D. Holbery
HapSense: A Soft Haptic I/O Device with Uninterrupted Dual Functionalities of Force Sensing and Vibrotactile Actuation. UIST (2019)
Yu Qiu, Siyuan Ma, Qibing Pei, James D. Holbery
A Self-Conformable Smart Skin with Sensing and Variable Stiffness Functions. Adv. Intell. Syst. 1 (5) (2019)
Like Hui, Siyuan Ma, Mikhail Belkin
Kernel Machines Beat Deep Neural Networks on Mask-Based Single-Channel Speech Enhancement. INTERSPEECH (2019)
Siyuan Ma, Mikhail Belkin
Kernel Machines That Adapt To Gpus For Effective Large Batch Training. MLSys (2019)
Mengqiu Tian, Wanguo Jiao, Jiaming Liu, Siyuan Ma
A Charging Algorithm for the Wireless Rechargeable Sensor Network with Imperfect Charging Channel and Finite Energy Storage. Sensors 19 (18) (2019)
Siyuan Ma, Ping He
Barrage Video Recommendation Method Based on Convolutional Recursive Neural Network. PAAP (2019)
Yue Qi, Yushu Zhang, Siyuan Ma
Parametrically computing efficient frontiers and reanalyzing efficiency-diversification discrepancies and naive diversification. INFOR Inf. Syst. Oper. Res. 57 (3) (2019)
Ping He, Weidong Li, Shufu Cao, Siyuan Ma, Kaihua Shi
Online algorithm for data retrieval with multiple antennae in wireless communication. Int. J. Sens. Networks 31 (2) (2019)
Xiaoyi Shao, Siyuan Ma, Chong Xu, Pengfei Zhang, Boyu Wen, Yingying Tian, Qing Zhou, Yulong Cui
Planet Image-Based Inventorying and Machine Learning-Based Susceptibility Mapping for the Landslides Triggered by the 2018 Mw6.6 Tomakomai, Japan Earthquake. Remote. Sens. 11 (8) (2019)
Siyuan Ma, Raef Bassily, Mikhail Belkin
The Power of Interpolation: Understanding the Effectiveness of SGD in Modern Over-parametrized Learning. ICML (2018)
Raef Bassily, Mikhail Belkin, Siyuan Ma
On exponential convergence of SGD in non-convex over-parametrized learning. CoRR (2018)
Mikhail Belkin, Daniel Hsu, Siyuan Ma, Soumik Mandal
Reconciling modern machine learning and the bias-variance trade-off. CoRR (2018)
Siyuan Ma, Mikhail Belkin
Learning kernels that adapt to GPU. CoRR (2018)
Dejun Teng, Lei Guo, Rubao Lee, Feng Chen, Yanfeng Zhang, Siyuan Ma, Xiaodong Zhang
A Low-cost Disk Solution Enabling LSM-tree to Achieve High Performance for Mixed Read/Write Workloads. ACM Trans. Storage 14 (2) (2018)
Mikhail Belkin, Siyuan Ma, Soumik Mandal
To understand deep learning we need to understand kernel learning. CoRR (2018)
Like Hui, Siyuan Ma, Mikhail Belkin
Kernel Machines Beat Deep Neural Networks on Mask-based Single-channel Speech Enhancement. CoRR (2018)
Mikhail Belkin, Siyuan Ma, Soumik Mandal
To Understand Deep Learning We Need to Understand Kernel Learning. ICML (2018)
Dejun Teng, Lei Guo, Rubao Lee, Feng Chen, Siyuan Ma, Yanfeng Zhang, Xiaodong Zhang
LSbM-tree: Re-Enabling Buffer Caching in Data Management for Mixed Reads and Writes. ICDCS (2017)
Siyuan Ma, Raef Bassily, Mikhail Belkin
The Power of Interpolation: Understanding the Effectiveness of SGD in Modern Over-parametrized Learning. CoRR (2017)
Siyuan Ma, Mikhail Belkin
Diving into the shallows: a computational perspective on large-scale shallow learning. CoRR (2017)
Siyuan Ma, Mikhail Belkin
Diving into the shallows: a computational perspective on large-scale shallow learning. NIPS (2017)
Yuan Tao, Yu-xiang Zhang, Siyuan Ma, Ke Fan, Mo-yan Li, Fengming Guo, Zheng Xu
Combining the big data analysis and the threat intelligence technologies for the classified protection model. Clust. Comput. 20 (2) (2017)
Siyuan Ma, Man Wang, Chunye Du, Yang Zhao
Measure of Compatibility Based Angle Computing for Balanced Posture Control on Self-balancing Vehicles. ICIC (3) (2016)
Siyuan Ma, Gangquan Si
A consistency measure computing algorithm based on the combination of support degree and correlation degree in multi-sensor systems. ICARM (2016)
Junchaojie Tang, Haoran Wang, Siyuan Ma, Guorong Zhu, Huai Wang
Reliability evaluation of a single-phase H-bridge inverter with integrated active power decoupling. IECON (2016)
Lei Guo, Dejun Teng, Rubao Lee, Feng Chen, Siyuan Ma, Xiaodong Zhang
Re-enabling high-speed caching for LSM-trees. CoRR (2016)
Siyuan Ma, Yong Zhang, Yuan Xu, Bin Wang, Jin Cheng, Qinjun Zhao
Indoor robot navigation by coupling IMU, UWB, and encode. SKIMA (2016)
Siyuan Ma, Haoran Wang, Junchaojie Tang, Guorong Zhu, Huai Wang
Lifetime estimation of DC-link capacitors in a single-phase converter with an integrated active power decoupling module. IECON (2016)
Haoran Wang, Guorong Zhu, Xiaobin Fu, Siyuan Ma, Huai Wang
Waveform control method for mitigating harmonics of inverter systems with nonlinear load. IECON (2015)
Kaibo Wang, Kai Zhang, Yuan Yuan, Siyuan Ma, Rubao Lee, Xiaoning Ding, Xiaodong Zhang
Concurrent Analytical Query Processing with GPUs. Proc. VLDB Endow. 7 (11) (2014)
Yin Huai, Siyuan Ma, Rubao Lee, Owen O'Malley, Xiaodong Zhang
Understanding Insights into the Basic Structure and Essential Issues of Table Placement Methods in Clusters. Proc. VLDB Endow. 6 (14) (2013)
Siyuan Ma, Zhushou Tang, Qiuyu Xiao, Jiafa Liu, Tran Triet Duong, Xiaodong Lin, Haojin Zhu
Detecting GPS information leakage in Android applications. GLOBECOM (2013)
Tian Luo, Siyuan Ma, Rubao Lee, Xiaodong Zhang, Deng Liu, Li Zhou
S-CAVE: Effective SSD caching to improve virtual machine storage performance. PACT (2013)
Hongbo Zou, Xian-He Sun, Siyuan Ma, Xi Duan
A Source-aware Interrupt Scheduling for Modern Parallel I/O Systems. IPDPS (2012)
Yiduo Mei, Shangyuan Guan, Zhixing Gao, Siyuan Ma, Xiaoshe Dong
A Global Reputation Model for Grid Computing. Int. J. Distributed Sens. Networks 5 (1) (2009)
Xiaoshe Dong, Yiduo Mei, Siyuan Ma, Guannan Gong, Zhengdong Zhu
Effective Reformulation for Resource Allocation in Computational Grid. Int. J. Distributed Sens. Networks 5 (1) (2009)
Hongbo Tian, Xiaoshe Dong, Siyuan Ma, Bingyi Li, Feifei Liu
GridDEV: A Platform for Service Grid Evaluation. ChinaGrid (2009)
Siyuan Ma, Xiaoshe Dong, Yiduo Mei, Zhao Wang, Zhengdong Zhu
Taxonomy and an Ontology for Grid Metrics. ChinaGrid (2008)
Guofu Feng, Xiaoshe Dong, Siyuan Ma, Jinghua Feng, Xuhao Wang
A Profile-based Memory Access Optimizing Technology on CBE Architecture. HPCC (2008)
Zhenghua Xue, Xiaoshe Dong, Siyuan Ma, Weiqing Dong
A Survey on Failure Prediction of Large-Scale Server Clusters. SNPD (2) (2007)
Yiduo Mei, Shangyuan Guan, Xiaoshe Dong, Siyuan Ma, Zhao Wang
A Framework for Reputation Management in Large-Scale Distributed Systems. CSCWD (Selected Papers) (2007)
Zhenghua Xue, Xiaoshe Dong, Siyuan Ma, Shengqun Fan, Yiduo Mei
An Energy-Efficient Management Mechanism for Large-Scale Server Clusters. APSCC (2007)

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Publication Activity (10 Years)

Top Topics

Top Venues

Siyuan Ma