Siyuan Ma

Identifiers

• name variant Siyuan Ma 0.60 · backfill

Papers (14)

1. LLM-as-a-Judge in Healthcare: A Scoping Analysis of Applications, Methods, and Human Alignment cs.CY · 2026 · author #10
2. Large Language Models as Amortized Pareto-Front Generators for Constrained Bi-Objective Convex Optimization cs.AI · 2026 · author #2
3. BOOKAGENT: Orchestrating Safety-Aware Visual Narratives via Multi-Agent Cognitive Calibration cs.CV · 2026 · author #4
4. A comparative study on power delivery aspects of compute-in/near-memory approaches using DRAM cs.AR · 2026 · author #2
5. Patients Speak, AI Listens: LLM-based Analysis of Online Reviews Uncovers Key Drivers for Urgent Care Satisfaction cs.CL · 2025 · author #9
6. On exponential convergence of SGD in non-convex over-parametrized learning math.OC · 2018 · author #3
7. Kernel Machines Beat Deep Neural Networks on Mask-based Single-channel Speech Enhancement cs.LG · 2018 · author #2
8. Kernel machines that adapt to GPUs for effective large batch training stat.ML · 2018 · author #1
9. To understand deep learning we need to understand kernel learning stat.ML · 2018 · author #2
10. The Power of Interpolation: Understanding the Effectiveness of SGD in Modern Over-parametrized Learning cs.LG · 2017 · author #1
11. Diving into the shallows: a computational perspective on large-scale shallow learning stat.ML · 2017 · author #1
12. Mode stability on the real axis gr-qc · 2016 · author #2
13. Re-enabling high-speed caching for LSM-trees cs.DS · 2016 · author #5
14. The calibration and electron energy reconstruction of the BGO ECAL of the DAMPE detector physics.ins-det · 2016 · author #14

Mentions

• 2605.25273 #10 · arxiv_oai · confidence 0.70 Siyuan Ma
• 2604.04773 #2 · arxiv_oai · confidence 0.70 Siyuan Ma
• 2503.20981 #9 · arxiv_oai · confidence 0.70 Siyuan Ma

Frequent Coauthors

• Mikhail Belkin 6 shared papers
• Lingyao Li 2 shared papers
• Raef Bassily 2 shared papers
• Bernard F. Whiting 1 shared papers
• Bo Gao 1 shared papers
• Cathy Shyr 1 shared papers
• Chang Liu 1 shared papers
• Changqing Feng 1 shared papers
• Chen Chen 1 shared papers
• Chi Wang 1 shared papers
• Chi Zhang 1 shared papers
• Claudio Paganini 1 shared papers
• Dejun Teng 1 shared papers
• Deliang Zhang 1 shared papers
• Dengyi Chen 1 shared papers
• Deyi Li 1 shared papers
• Di Jiang 1 shared papers
• Di Yang 1 shared papers
• Feng Chen 1 shared papers
• Guangshun Huang 1 shared papers