Siyuan Ma - RankMe

121 papers A* 4A 3B 3C 8Misc 1Journal 80Unranked 21

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	CoT2-Meta: Budgeted Metacognitive Control for Test-Time Reasoning. CoRR Siyuan Ma, Bo Gao, Zikai Xiao, Hailong Wang, Xinlei Yu, Rui Qian, Jiayu Qian, Luqi Gong, Yang Liu
2026	J	`jnl`	GEMM the New Gem: The Inevitable Kernel and its Sensitivity to Compiler Optimizations and Libraries. IEEE Comput. Archit. Lett. Siyuan Ma, Bagus Hanindhito, Anushka Subramanian, Lizy K. John
2026	J	`jnl`	MME-CoF-Pro: Evaluating Reasoning Coherence in Video Generative Models with Text and Visual Hints. CoRR Yu Qi, Xinyi Xu, Ziyu Guo, Siyuan Ma, Renrui Zhang, Xinyan Chen, Ruichuan An, Ruofan Xing, Jiayi Zhang, Haojie Huang, Pheng-Ann Heng, Jonathan Tremblay, Lawson L. S. Wong
2026	J	`jnl`	ODAR: Principled Adaptive Routing for LLM Reasoning via Active Inference. CoRR Siyuan Ma, Bo Gao, Xiaojun Jia, Simeng Qin, Tianlin Li, Ke Ma, Xiaoshuang Jia, Wenqi Ren, Yang Liu
2026	J	`jnl`	Path Weaver ORAM: Improving ORAM Throughput via Random Path Scheduling. IEEE Trans. Computers Siyuan Ma, Taoteng Liao, Wei Shi, Yanlong Wen
2026	J	`jnl`	Supply chain sustainability through dual option contracts under emission trading systems. Eur. J. Oper. Res. Shuyi Wang, Siyuan Ma, Junning Li, Jianhua Xiao, George Q. Huang
2025	—	`conf`	A 4λ×128Gb/s PAM-4 Si-Photonic Transmitter with Micro-Ring Modulator and Co-designed Linear Driver for Chiplet Optical I/O. OFC Siyuan Ma, Yingjie Ma, Chaoyang Dai, Sikai Chen, Qianli Ma, Yihan Chen, Haoran Yin, Yujun Xie, Guike Li, Jian Liu, Ming Li, Liyuan Liu, Nan Qi
2025	C	`conf`	A Packing-Insensitive Detection Method for Android Malware Based on Image Representation. APSEC Siyuan Ma, Shihao Zhu, Long Zhang, Yan Cai
2025	J	`jnl`	BEAR: Benchmarking and Enhancing Multimodal Language Models for Atomic Embodied Capabilities. CoRR Yu Qi, Haibo Zhao, Ziyu Guo, Siyuan Ma, Ziyan Chen, Yaokun Han, Renrui Zhang, Zitiantao Lin, Shiji Xin, Yijian Huang, Kai Cheng, Peiheng Wang, Jiazheng Liu, Jiayi Zhang, Yizhe Zhu, Wenqing Wang, Yiran Qin, Xupeng Zhu, Haojie Huang, Lawson L. S. Wong
2025	A*	`conf`	Benchmarking Vision Language Model Unlearning via Fictitious Facial Identity Dataset. ICLR Yingzi Ma, Jiongxiao Wang, Fei Wang, Siyuan Ma, Jiazhao Li, Jinsheng Pan, Xiujun Li, Furong Huang, Lichao Sun, Bo Li, Yejin Choi, Muhao Chen, Chaowei Xiao
2025	—	`conf`	CADOSys: Cache Aware Design Space Optimization for Spatial ML Accelerators. ACM Great Lakes Symposium on VLSI Ruihao Li, Siyuan Ma, Krishna Kavi, Gayatri Mehta, Neeraja J. Yadwadkar, Lizy K. John
2025	J	`jnl`	Code Agent can be an End-to-end System Hacker: Benchmarking Real-world Threats of Computer-use Agent. CoRR Weidi Luo, Qiming Zhang, Tianyu Lu, Xiaogeng Liu, Bin Hu, Hung-Chun Chiu, Siyuan Ma, Yizhe Zhang, Xusheng Xiao, Yinzhi Cao, Zhen Xiang, Chaowei Xiao
2025	J	`jnl`	Crowdsourcing-Based Knowledge Graph Construction for Drug Side Effects Using Large Language Models with an Application on Semaglutide. CoRR Zhijie Duan, Kai Wei, Zhaoqian Xue, Jiayan Zhou, Shu Yang, Siyuan Ma, Jin Jin, Lingyao Li
2025	J	`jnl`	Deciphering Scientific Collaboration in Biomedical LLM Research: Dynamics, Institutional Participation, and Resource Disparities. CoRR Lingyao Li, Zhijie Duan, Xuexin Li, Xiaoran Xu, Zhaoqian Xue, Siyuan Ma, Jin Jin
2025	J	`jnl`	Design of quasi-reflectionless filter based on hybrid absorption architecture. Microelectron. J. Zichen Guo, Zhiyu Wang, Junjie Xie, Xinyu Wang, Siyuan Ma, Annan Xu, Minyi Yang, Xi Guo, Jiongjiong Mo, Faxin Yu
2025	J	`jnl`	Epitaxial high-K AlBN barrier GaN HEMTs. CoRR Chandrashekhar Savant, Thai-Son Nguyen, Kazuki Nomoto, Saurabh Vishwakarma, Siyuan Ma, Akshey Dhar, Yu-Hsin Chen, Joseph Casamento, David J. Smith, Huili Grace Xing, Debdeep Jena
2025	J	`jnl`	Exploring news intent and its application: A theory-driven approach. Inf. Process. Manag. Zhengjia Wang, Danding Wang, Qiang Sheng, Juan Cao, Siyuan Ma, Haonan Cheng
2025	J	`jnl`	Feature Entropy Recognition Based on Dual-Channel Multiscale 1DCNN Model for Intelligent Compound Fault Diagnosis of Bearings. IEEE Trans. Instrum. Meas. Chunlin Li, Qintai Hu, Jianbin Xiong, Siyuan Ma
2025	J	`jnl`	Fine-grained classification of Orah mandarin tree plots in UAV remote sensing images based on GACL-DeepLabV3+. Comput. Electron. Agric. Tao Yue, Hongteng Fang, Siyuan Ma, Qingyang Wang, Jianwu Jiang, Bo Song, Jingwen Li, Yun Chen, Hong Huang
2025	J	`jnl`	More criticisms, less mention of politicians, and rare party violations: A comparison of deleted tweets and publicly available tweets of U.S. legislators. Comput. Hum. Behav. Siyuan Ma, Junyi Han, Wanrong Li
2025	—	`conf`	Multi-source Auditory Optimization Based on Weber-Fechner Law: Spatial Separation Suppression Driven by Dynamic Threshold and Offset Enhancement. ICIG (3) Yujie Jiao, Mingzhi Cheng, Siyuan Ma, Shizhao Yang, Long Liu
2025	J	`jnl`	Patients Speak, AI Listens: LLM-based Analysis of Online Reviews Uncovers Key Drivers for Urgent Care Satisfaction. CoRR Xiaoran Xu, Zhaoqian Xue, Chi Zhang, Jhonatan Medri, Junjie Xiong, Jiayan Zhou, Jin Jin, Yongfeng Zhang, Siyuan Ma, Lingyao Li
2025	J	`jnl`	RACAM: Enhancing DRAM with Reuse-Aware Computation and Automated Mapping for ML Inference. CoRR Siyuan Ma, Jiajun Hu, Jeeho Ryoo, Aman Arora, Lizy Kurian John
2025	J	`jnl`	Tensor decomposition of multi-dimensional splicing events across multiple tissues to identify splicing-mediated risk genes associated with complex traits. PLoS Comput. Biol. Yan Yan, Rui Chen, Hakmook Kang, Yuting Tan, Anshul Tiwari, Siyuan Ma, Zhexing Wen, Xue Zhong, Bingshan Li
2025	J	`jnl`	Toward satisfactory public accessibility: A crowdsourcing approach through online reviews to inclusive urban design. Comput. Environ. Urban Syst. Lingyao Li, Songhua Hu, Yinpei Dai, Min Deng, Parisa Momeni, Gabriel Laverghetta, Lizhou Fan, Zihui Ma, Xi Wang, Siyuan Ma, Jay Ligatti, Libby Hemphill
2025	—	`conf`	Tracing Your Roots: Exploring the Security Issues of Root Certificates in Android TLS Connections. Inscrypt (2) Xinyu Wei, Yuewu Wang, Lingguang Lei, Peng Wang, Chunjing Kou, Siyuan Ma
2025	J	`jnl`	Uncertainty-aware and causal test-time adaptive foundation model for robust colorectal cancer pathology diagnosis. npj Digit. Medicine Shenghan Lou, Genshen Mo, Xiao Zhang, Hao Wang, Hao Li, Keru Ma, Huiying Li, Xinyue Zhang, Meihong Yan, Haonan Xie, Yuze Huang, Chuangqi Li, Siyuan Ma, Hongxue Meng, Lei Cao, Peng Han
2024	J	`jnl`	A scoping review of using Large Language Models (LLMs) to investigate Electronic Health Records (EHRs). CoRR Lingyao Li, Jiayan Zhou, Zhenxiang Gao, Wenyue Hua, Lizhou Fan, Huizi Yu, Loni Hagen, Yongfeng Zhang, Themistocles L. Assimes, Libby Hemphill, Siyuan Ma
2024	J	`jnl`	Accelerating optimization of terahertz metasurface design using principal component analysis in conjunction with deep learning networks. Phys. Commun. Kaige Ding, Zhinan Zhao, Siyuan Ma, Yanqing Qiu, Tingting Lang, Ting Chen
2024	J	`jnl`	Benchmarking Vision Language Model Unlearning via Fictitious Facial Identity Dataset. CoRR Yingzi Ma, Jiongxiao Wang, Fei Wang, Siyuan Ma, Jiazhao Li, Jinsheng Pan, Xiujun Li, Furong Huang, Lichao Sun, Bo Li, Yejin Choi, Muhao Chen, Chaowei Xiao
2024	J	`jnl`	Condo: Enhancing Container Isolation Through Kernel Permission Data Protection. IEEE Trans. Inf. Forensics Secur. Shouyin Xu, Yuewu Wang, Lingguang Lei, Kun Sun, Jiwu Jing, Siyuan Ma, Jie Wang, Heqing Huang
2024	J	`jnl`	Correction to: Development and validation of internet literacy scale for high school students. Educ. Inf. Technol. Siyuan Ma, Yin Wang, Zeng Shu, Zening Duan, Lin Sun
2024	J	`jnl`	DNN Robustness Enhancement Based on Adversarial Sample Prioritization. IEEE Access Long Zhang, Jiangzhao Wu, Siyuan Ma, Jian Liu
2024	J	`jnl`	Development and validation of internet literacy scale for high school students. Educ. Inf. Technol. Siyuan Ma, Yin Wang, Zeng Shu, Zening Duan, Lin Sun
2024	J	`jnl`	Enhancing Landslide Susceptibility Mapping by Integrating Neighboring Information in Slope Units: A Spatial Logistic Regression. Remote. Sens. Leilei Li, Mingzhen Jia, Chong Xu, Yingying Tian, Siyuan Ma, Jintao Yang
2024	J	`jnl`	Fast training of large kernel models with delayed projections. CoRR Amirhesam Abedsoltan, Siyuan Ma, Parthe Pandit, Mikhail Belkin
2024	J	`jnl`	GammaGateR: semi-automated marker gating for single-cell multiplexed imaging. Bioinform. 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
2024	—	`conf`	HiddenStor: A Steganographic Storage System Built on Secret Sharing. Inscrypt (1) Siyuan Ma, Yuewu Wang, Chunjing Kou, Peng Wang, Haotian Shi, Jiwu Jing
2024	J	`jnl`	JailBreakV-28K: A Benchmark for Assessing the Robustness of MultiModal Large Language Models against Jailbreak Attacks. CoRR Weidi Luo, Siyuan Ma, Xiaogeng Liu, Xiaoyu Guo, Chaowei Xiao
2024	J	`jnl`	Joint Category Compactness and Disturbance Reduction for Cross-Domain Classification. IEEE Trans. Instrum. Meas. Lin Jiang, Jigang Wu, Shuping Zhao, Jiaxing Li, Siyuan Ma
2024	J	`jnl`	New Evidence of Holocene Faulting Activity and Strike-Slip Rate of the Eastern Segment of the Sunan-Qilian Fault from UAV-Based Photogrammetry and Radiocarbon Dating, NE Tibetan Plateau. Remote. Sens. Pengfei Niu, Zhujun Han, Peng Guo, Siyuan Ma, Haowen Ma
2024	J	`jnl`	PIMSAB: A Processing-In-Memory System with Spatially-Aware Communication and Bit-Serial-Aware Computation. ACM Trans. Archit. Code Optim. Siyuan Ma, Kaustubh Manohar Mhatre, Jian Weng, Bagus Hanindhito, Zhengrong Wang, Tony Nowatzki, Lizy K. John, Aman Arora
2024	J	`jnl`	Potential Controlling Factors and Landslide Susceptibility Features of the 2022 Ms 6.8 Luding Earthquake. Remote. Sens. Siyuan Ma, Xiaoyi Shao, Chong Xu
2024	J	`jnl`	Recent advances in deep learning and language models for studying the microbiome. CoRR Binghao Yan, Yunbi Nam, Lingyao Li, Rebecca A. Deek, Hongzhe Li, Siyuan Ma
2024	J	`jnl`	SYEnet: Simple yet effective network for palmprint recognition. Inf. Sci. Siyuan Ma, Qintai Hu, Shuping Zhao, Siyuan Chen, Lin Jiang
2024	J	`jnl`	Toward satisfactory public accessibility: A crowdsourcing approach through online reviews to inclusive urban design. CoRR Lingyao Li, Songhua Hu, Yinpei Dai, Min Deng, Parisa Momeni, Gabriel Laverghetta, Lizhou Fan, Zihui Ma, Xi Wang, Siyuan Ma, Jay Ligatti, Libby Hemphill
2024	J	`jnl`	Visual-RolePlay: Universal Jailbreak Attack on MultiModal Large Language Models via Role-playing Image Characte. CoRR Siyuan Ma, Weidi Luo, Yu Wang, Xiaogeng Liu, Muhao Chen, Bo Li, Chaowei Xiao
2023	J	`jnl`	Estimating the Quality of the Most Popular Machine Learning Algorithms for Landslide Susceptibility Mapping in 2018 Mw 7.5 Palu Earthquake. Remote. Sens. Siyuan Ma, Xiaoyi Shao, Chong Xu
2023	Misc	`conf`	Exact Query in Multi-version Key Encrypted Database via Bloom Filters. WISA Guohao Duan, Siyuan Ma, Yanlong Wen
2023	J	`jnl`	Insight into the Characteristics and Triggers of Loess Landslides during the 2013 Heavy Rainfall Event in the Tianshui Area, China. Remote. Sens. Xiaoyi Shao, Siyuan Ma, Chong Xu, Yueren Xu
2023	—	`conf`	Inter-class Sparsity Based Non-negative Transition Sub-space Learning. PRCV (3) Miaojun Li, Shuping Zhao, Jigang Wu, Siyuan Ma
2023	J	`jnl`	Landslides Triggered by the 2016 Heavy Rainfall Event in Sanming, Fujian Province: Distribution Pattern Analysis and Spatio-Temporal Susceptibility Assessment. Remote. Sens. Siyuan Ma, Xiaoyi Shao, Chong Xu
2023	J	`jnl`	Multiscale Multidirection Binary Pattern Learning for Discriminant Palmprint Identification. IEEE Trans. Instrum. Meas. Siyuan Ma, Qintai Hu, Shuping Zhao, Wenyan Wu, Jigang Wu
2023	J	`jnl`	PIMSAB: A Processing-In-Memory System with Spatially-Aware Communication and Bit-Serial-Aware Computation. CoRR Aman Arora, Jian Weng, Siyuan Ma, Tony Nowatzki, Lizy K. John
2023	J	`jnl`	Summary of ChatGPT/GPT-4 Research and Perspective Towards the Future of Large Language Models. CoRR 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
2023	C	`conf`	TFAN: Temporal-Feature correlations Attention-based Network for Urban Air Quality Prediction using Data Fusion technology. ACML Siyuan Ma, Fan Zhang, Wanli Hou, Yarui Li, Wei Song
2023	J	`jnl`	Understanding News Creation Intents: Frame, Dataset, and Method. CoRR Zhengjia Wang, Danding Wang, Qiang Sheng, Juan Cao, Silong Su, Yifan Sun, Beizhe Hu, Siyuan Ma
2022	J	`jnl`	A 50-Gb/s PAM-4 Silicon-Photonic Transmitter Incorporating Lumped-Segment MZM, Distributed CMOS Driver, and Integrated CDR. IEEE J. Solid State Circuits 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
2022	B	`conf`	Booting IoT Terminal Device Securely with eMMC. TrustCom Siyuan Ma, Yuewu Wang, Lingguang Lei, Yingjiao Niu, Haotian Shi, Jie Wang
2022	J	`jnl`	CSformer: Cross-Scale Features Fusion Based Transformer for Image Denoising. IEEE Signal Process. Lett. Haitao Yin, Siyuan Ma
2022	J	`jnl`	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. Siyuan Ma, Xiaoyi Shao, Chong Xu
2022	J	`jnl`	Learning the joint distribution of two sequences using little or no paired data. CoRR Soroosh Mariooryad, Matt Shannon, Siyuan Ma, Tom Bagby, David Kao, Daisy Stanton, Eric Battenberg, R. J. Skerry-Ryan
2021	J	`jnl`	A Large Old Landslide in Sichuan Province, China: Surface Displacement Monitoring and Potential Instability Assessment. Remote. Sens. Siyuan Ma, Chong Xu, Xiaoyi Shao, Xiwei Xu, Aichun Liu
2021	J	`jnl`	A statistical model for describing and simulating microbial community profiles. PLoS Comput. Biol. 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
2021	C	`conf`	Enhanced Discriminant Local Direction Pattern Learning for Robust Palmprint Identification. PDCAT Siyuan Ma, Qintai Hu, Shuping Zhao, Lin Jiang, Wenyan Wu
2021	—	`conf`	Event Extraction of Chinese Electronic Medical Records Based on BiGRU-CRF. AIPR Siyuan Ma, Longlong Cheng, Shuo Huang, Bingjian Cui
2021	J	`jnl`	Gated Transformer Networks for Multivariate Time Series Classification. CoRR Minghao Liu, Shengqi Ren, Siyuan Ma, Jiahui Jiao, Yizhou Chen, Zhiguang Wang, Wei Song
2021	J	`jnl`	Landslides triggered by the 6 September 2018 Mw 6.6 Hokkaido, Japan: an updated inventory and retrospective hazard assessment. Earth Sci. Informatics Yulong Cui, Pengpeng Bao, Chong Xu, Siyuan Ma, Jun Zheng, Gui Fu
2021	J	`jnl`	Multivariable association discovery in population-scale meta-omics studies. PLoS Comput. Biol. 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
2021	J	`jnl`	Opinion Expression Dynamics in Social Media Chat Groups: An Integrated Quasi-Experimental and Agent-Based Model Approach. Complex. Siyuan Ma, Hongzhong Zhang
2021	J	`jnl`	Solid-Contact Ion-Selective Electrodes for Histamine Determination. Sensors Siyuan Ma, You Wang, Wei Zhang, Ye Wang, Guang Li
2020	J	`jnl`	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. Pengfei Zhang, Chong Xu, Siyuan Ma, Xiaoyi Shao, Yingying Tian, Boyu Wen
2020	J	`jnl`	Implementation of High-Performance Blockchain Network Based on Cross-Chain Technology for IoT Applications. Sensors Ting Lin, Xu Yang, Taoyi Wang, Tu Peng, Feng Xu, Shengxiong Lao, Siyuan Ma, Hanfeng Wang, Wenjiang Hao
2020	—	`conf`	Stress Monitoring using Multimodal Bio-sensing Headset. CHI Extended Abstracts Joong Hoon Lee, Hannes Gamper, Ivan Tashev, Steven Dong, Siyuan Ma, Jacquelin Remaley, James D. Holbery, Sang Ho Yoon
2020	—	`conf`	SurfaceFlow: Large Area Haptic Display via Compliant Liquid Dielectric Actuators. HAPTICS Yitian Shao, Siyuan Ma, Sang Ho Yoon, Yon Visell, James D. Holbery
2020	—	`conf`	iMold: Enabling Interactive Design Optimization for In-Mold Electronics. CHI Extended Abstracts Jonathan Ting, Yunbo Zhang, Sang Ho Yoon, James D. Holbery, Siyuan Ma
2019	J	`jnl`	A Charging Algorithm for the Wireless Rechargeable Sensor Network with Imperfect Charging Channel and Finite Energy Storage. Sensors Mengqiu Tian, Wanguo Jiao, Jiaming Liu, Siyuan Ma
2019	J	`jnl`	A Self-Conformable Smart Skin with Sensing and Variable Stiffness Functions. Adv. Intell. Syst. Yu Qiu, Siyuan Ma, Qibing Pei, James D. Holbery
2019	—	`conf`	Barrage Video Recommendation Method Based on Convolutional Recursive Neural Network. PAAP Siyuan Ma, Ping He
2019	J	`jnl`	Effects of Seismogenic Faults on the Predictive Mapping of Probability to Earthquake-Triggered Landslides. ISPRS Int. J. Geo Inf. Xiaoyi Shao, Chong Xu, Siyuan Ma, Qing Zhou
2019	—	`conf`	Exploration of Automatic Mixed-Precision Search for Deep Neural Networks. AICAS Xuyang Guo, Yuanjun Huang, Hsin-Pai Cheng, Bing Li, Wei Wen, Siyuan Ma, Hai Helen Li, Yiran Chen
2019	A*	`conf`	HapSense: A Soft Haptic I/O Device with Uninterrupted Dual Functionalities of Force Sensing and Vibrotactile Actuation. UIST Sang Ho Yoon, Siyuan Ma, Woo Suk Lee, Shantanu Thakurdesai, Di Sun, Flavio P. Ribeiro, James D. Holbery
2019	A	`conf`	Kernel Machines Beat Deep Neural Networks on Mask-Based Single-Channel Speech Enhancement. INTERSPEECH Like Hui, Siyuan Ma, Mikhail Belkin
2019	—	`conf`	Kernel Machines That Adapt To Gpus For Effective Large Batch Training. SysML Siyuan Ma, Mikhail Belkin
2019	J	`jnl`	Online algorithm for data retrieval with multiple antennae in wireless communication. Int. J. Sens. Networks Ping He, Weidong Li, Shufu Cao, Siyuan Ma, Kaihua Shi
2019	J	`jnl`	Parametrically computing efficient frontiers and reanalyzing efficiency-diversification discrepancies and naive diversification. INFOR Inf. Syst. Oper. Res. Yue Qi, Yushu Zhang, Siyuan Ma
2019	J	`jnl`	Planet Image-Based Inventorying and Machine Learning-Based Susceptibility Mapping for the Landslides Triggered by the 2018 Mw6.6 Tomakomai, Japan Earthquake. Remote. Sens. Xiaoyi Shao, Siyuan Ma, Chong Xu, Pengfei Zhang, Boyu Wen, Yingying Tian, Qing Zhou, Yulong Cui
2018	J	`jnl`	A Low-cost Disk Solution Enabling LSM-tree to Achieve High Performance for Mixed Read/Write Workloads. ACM Trans. Storage Dejun Teng, Lei Guo, Rubao Lee, Feng Chen, Yanfeng Zhang, Siyuan Ma, Xiaodong Zhang
2018	J	`jnl`	Kernel Machines Beat Deep Neural Networks on Mask-based Single-channel Speech Enhancement. CoRR Like Hui, Siyuan Ma, Mikhail Belkin
2018	J	`jnl`	Learning kernels that adapt to GPU. CoRR Siyuan Ma, Mikhail Belkin
2018	J	`jnl`	On exponential convergence of SGD in non-convex over-parametrized learning. CoRR Raef Bassily, Mikhail Belkin, Siyuan Ma
2018	J	`jnl`	Reconciling modern machine learning and the bias-variance trade-off. CoRR Mikhail Belkin, Daniel Hsu, Siyuan Ma, Soumik Mandal
2018	A*	`conf`	The Power of Interpolation: Understanding the Effectiveness of SGD in Modern Over-parametrized Learning. ICML Siyuan Ma, Raef Bassily, Mikhail Belkin
2018	A*	`conf`	To Understand Deep Learning We Need to Understand Kernel Learning. ICML Mikhail Belkin, Siyuan Ma, Soumik Mandal
2018	J	`jnl`	To understand deep learning we need to understand kernel learning. CoRR Mikhail Belkin, Siyuan Ma, Soumik Mandal
2017	J	`jnl`	Combining the big data analysis and the threat intelligence technologies for the classified protection model. Clust. Comput. Yuan Tao, Yu-Xiang Zhang, Siyuan Ma, Ke Fan, Mo-yan Li, Fengming Guo, Zheng Xu
2017	—	`conf`	Diving into the shallows: a computational perspective on large-scale shallow learning. NIPS Siyuan Ma, Mikhail Belkin
2017	J	`jnl`	Diving into the shallows: a computational perspective on large-scale shallow learning. CoRR Siyuan Ma, Mikhail Belkin
2017	A	`conf`	LSbM-tree: Re-Enabling Buffer Caching in Data Management for Mixed Reads and Writes. ICDCS Dejun Teng, Lei Guo, Rubao Lee, Feng Chen, Siyuan Ma, Yanfeng Zhang, Xiaodong Zhang
2017	J	`jnl`	The Power of Interpolation: Understanding the Effectiveness of SGD in Modern Over-parametrized Learning. CoRR Siyuan Ma, Raef Bassily, Mikhail Belkin
2016	—	`conf`	A consistency measure computing algorithm based on the combination of support degree and correlation degree in multi-sensor systems. ICARM Siyuan Ma, Gangquan Si
2016	—	`conf`	Indoor robot navigation by coupling IMU, UWB, and encode. SKIMA Siyuan Ma, Yong Zhang, Yuan Xu, Bin Wang, Jin Cheng, Qinjun Zhao
2016	C	`conf`	Lifetime estimation of DC-link capacitors in a single-phase converter with an integrated active power decoupling module. IECON Siyuan Ma, Haoran Wang, Junchaojie Tang, Guorong Zhu, Huai Wang
2016	—	`conf`	Measure of Compatibility Based Angle Computing for Balanced Posture Control on Self-balancing Vehicles. ICIC (3) Siyuan Ma, Man Wang, Chunye Du, Yang Zhao
2016	J	`jnl`	Re-enabling high-speed caching for LSM-trees. CoRR Lei Guo, Dejun Teng, Rubao Lee, Feng Chen, Siyuan Ma, Xiaodong Zhang
2016	C	`conf`	Reliability evaluation of a single-phase H-bridge inverter with integrated active power decoupling. IECON Junchaojie Tang, Haoran Wang, Siyuan Ma, Guorong Zhu, Huai Wang
2015	C	`conf`	Waveform control method for mitigating harmonics of inverter systems with nonlinear load. IECON Haoran Wang, Guorong Zhu, Xiaobin Fu, Siyuan Ma, Huai Wang
2014	J	`jnl`	Concurrent Analytical Query Processing with GPUs. Proc. VLDB Endow. Kaibo Wang, Kai Zhang, Yuan Yuan, Siyuan Ma, Rubao Lee, Xiaoning Ding, Xiaodong Zhang
2013	B	`conf`	Detecting GPS information leakage in Android applications. GLOBECOM Siyuan Ma, Zhushou Tang, Qiuyu Xiao, Jiafa Liu, Tran Triet Duong, Xiaodong Lin, Haojin Zhu
2013	B	`conf`	S-CAVE: Effective SSD caching to improve virtual machine storage performance. PACT Tian Luo, Siyuan Ma, Rubao Lee, Xiaodong Zhang, Deng Liu, Li Zhou
2013	J	`jnl`	Understanding Insights into the Basic Structure and Essential Issues of Table Placement Methods in Clusters. Proc. VLDB Endow. Yin Huai, Siyuan Ma, Rubao Lee, Owen O'Malley, Xiaodong Zhang
2012	A	`conf`	A Source-aware Interrupt Scheduling for Modern Parallel I/O Systems. IPDPS Hongbo Zou, Xian-He Sun, Siyuan Ma, Xi Duan
2012	—	`—`	Studies of composite multihull ship structures using fluid structure interaction. Siyuan Ma
2009	J	`jnl`	A Global Reputation Model for Grid Computing. Int. J. Distributed Sens. Networks Yiduo Mei, Shangyuan Guan, Zhixing Gao, Siyuan Ma, Xiaoshe Dong
2009	J	`jnl`	Effective Reformulation for Resource Allocation in Computational Grid. Int. J. Distributed Sens. Networks Xiaoshe Dong, Yiduo Mei, Siyuan Ma, Guannan Gong, Zhengdong Zhu
2009	—	`conf`	GridDEV: A Platform for Service Grid Evaluation. ChinaGrid Hongbo Tian, Xiaoshe Dong, Siyuan Ma, Bingyi Li, Feifei Liu
2008	C	`conf`	A Profile-based Memory Access Optimizing Technology on CBE Architecture. HPCC Guofu Feng, Xiaoshe Dong, Siyuan Ma, Jinghua Feng, Xuhao Wang
2008	—	`conf`	Taxonomy and an Ontology for Grid Metrics. ChinaGrid Siyuan Ma, Xiaoshe Dong, Yiduo Mei, Zhao Wang, Zhengdong Zhu
2007	—	`conf`	A Framework for Reputation Management in Large-Scale Distributed Systems. CSCWD (Selected Papers) Yiduo Mei, Shangyuan Guan, Xiaoshe Dong, Siyuan Ma, Zhao Wang
2007	—	`conf`	A Survey on Failure Prediction of Large-Scale Server Clusters. SNPD (2) Zhenghua Xue, Xiaoshe Dong, Siyuan Ma, Weiqing Dong
2007	C	`conf`	An Energy-Efficient Management Mechanism for Large-Scale Server Clusters. APSCC Zhenghua Xue, Xiaoshe Dong, Siyuan Ma, Shengqun Fan, Yiduo Mei