Ma, Siyuan
- To understand deep learning we need to understand kernel learning
2018/02/05 by Mikhail Belkin, Belkin, Mikhail, Siyuan Ma +3 · 1 voice · 19 citations
Computer Science · Engineering · #Face and Expression Recognition #Gaussian Processes and Bayesian Inference #Sparse and Compressive Sensing Techniques #cs.LG #stat.ML
- JailBreakV: A Benchmark for Assessing the Robustness of MultiModal Large Language Models against Jailbreak Attacks
2024/04/03 by Weidi Luo, Siyuan Ma, Luo, Weidi +7 · 47 citations
Computer Science · #Hate Speech and Cyberbullying Detection #Digital and Cyber Forensics #Cybercrime and Law Enforcement Studies
- The Power of Interpolation: Understanding the Effectiveness of SGD in Modern Over-parametrized Learning
2017/12/18 by Siyuan Ma, Ma, Siyuan, Raef Bassily +3 · 9 citations
Computer Science · Engineering · #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Sparse and Compressive Sensing Techniques #Stochastic Gradient Optimization Techniques
- Visual-RolePlay: Universal Jailbreak Attack on MultiModal Large Language Models via Role-playing Image Character
2024/05/25 by Ma, Siyuan, Luo, Weidi, Wang, Yu +1 · 18 citations
#Artificial Intelligence (cs.AI) #Cryptography and Security (cs.CR) #FOS: Computer and information sciences
- Gated Transformer Networks for Multivariate Time Series Classification
2021/03/26 by Liu, Minghao, Ren, Shengqi, Ma, Siyuan +4 · 6 citations
#FOS: Computer and information sciences #Machine Learning (cs.LG)
- On exponential convergence of SGD in non-convex over-parametrized learning
2018/11/06 by Raef Bassily, Bassily, Raef, Mikhail Belkin +3 · 9 citations
Computer Science · Engineering · Mathematics · #Stochastic Gradient Optimization Techniques #Sparse and Compressive Sensing Techniques #Statistical Methods and Inference
- A scoping review of using Large Language Models (LLMs) to investigate Electronic Health Records (EHRs)
2024/05/05 by Li, Lingyao, Zhou, Jiayan, Gao, Zhenxiang +8 · 8 citations
#Emerging Technologies (cs.ET) #FOS: Computer and information sciences
- Diving into the shallows: a computational perspective on large-scale shallow learning
2017/03/30 by Ma, Siyuan, Belkin, Mikhail · 2 citations
#FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML)
- Exploring news intent and its application: A theory-driven approach
2023/12/27 by Zhengjia Wang, Wang, Zhengjia, Danding Wang +7 · 4 citations
Arts and Humanities · Social Sciences · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Computers and Society (cs.CY) #FOS: Computer and information sciences #Media Influence and Health #Misinformation and Its Impacts #Social Media and Politics
- Almost Price's law in Schwarzschild and decay estimates in Kerr for Maxwell field
2020/05/26 by Ma, Siyuan · 1 citation
#35F40 #35L15 #35Q76 #83C35 #83C57 #83C60 #Analysis of PDEs (math.AP) #FOS: Mathematics #FOS: Physical sciences #General Relativity and Quantum Cosmology (gr-qc) #Mathematical Physics (math-ph)
- Generically sharp decay for quasilinear wave equations with null condition
2022/12/23 by Dong, Shijie, Ma, Siyuan, Ma, Yue +1 · 1 citation
#Analysis of PDEs (math.AP) #FOS: Mathematics
- Benchmarking Vision Language Model Unlearning via Fictitious Facial Identity Dataset
2024/11/05 by Ma, Yingzi, Wang, Jiongxiao, Wang, Fei +10 · 2 citations
#Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
- Toward satisfactory public accessibility: A crowdsourcing approach through online reviews to inclusive urban design
2024/09/13 by Li, Lingyao, Hu, Songhua, Dai, Yinpei +9 · 1 citation
#FOS: Computer and information sciences #Social and Information Networks (cs.SI)
- PIMSAB: A Processing-In-Memory System with Spatially-Aware Communication and Bit-Serial-Aware Computation
2023/11/19 by Arora, Aman, Weng, Jian, Ma, Siyuan +2 · 1 citation
#FOS: Computer and information sciences #Hardware Architecture (cs.AR)