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Author

Yian Ma

Observed names: MA YiAn, Ma, Yian
ORCID: 0000-0001-6074-6638
Observed ORCIDs: 0000-0001-6074-6638, 0009-0000-1096-5410
OpenAlex ID: A5004712973
Innovating global regulatory frameworks for generative AI in medical devices is an urgent priority
2026 · Jasmine Chiat Ling Ong, Yilin Ning, et al. · npj Digital Medicine · 7
Langevin Dynamics as Nonparametric Variational Inference
2019 · Matthew D. Hoffman, Yian Ma · 6
On the Convergence of Black-Box Variational Inference
2023 · Kyurae Kim, Jisu Oh, et al. · neural information processing systems · 3
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Stochastic dynamics: Models for intrinsic and extrinsic noises and their applications
2017 · MA YiAn, YE Felix X.-F., et al. · Scientia Sinica Mathematica · 3
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Efficiently Scaling LLM Reasoning Programs with Certaindex
2025 · Yichao Fu, Junda Chen, et al. · neural information processing systems · 1
Aiming towards the minimizers: fast convergence of SGD for overparametrized problems
2023 · Chaoyue Liu, Dmitriy Drusvyatskiy, et al. · neural information processing systems · 1
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Zephyrus-R1: Agentic Reinforcement Learning for Weather Reporting
2026 · Yu, Fengfei, Fisher, Marshall, et al. · arXiv (Cornell University)
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Ethical principles and considerations in health AI
2026 · Yilin Ning, Yian Ma, et al. · Patterns
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Uni-LaDiR: Latent Diffusion Unifies Multimodal Reasoning
2026 · Kang, Haoqiang, Zhang, Yizhe, et al. · arXiv (Cornell University)
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Equilibrium Forcing: Adaptive Video Generation Without Noise Conditioning
2026 · Lillemark, Hansen Jin, Rojas, Alex, et al. · arXiv (Cornell University)
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Agents' Last Exam
2026 · Sun, Yiyou, Han, Xinyang, et al. · arXiv (Cornell University)
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Calibrating LLMs with Semantic-level Reward
2026 · Yu, Fengfei, Niu, Ruijia, et al. · arXiv (Cornell University)
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Final technical report for DE-SC0022255: Discovering Physically Meaningful Structures from Climate Extreme Data
2026 · Rose Yu, UC San Diego, et al.
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Towards Rigorous Economic Evidence for Clinical AI
2026 · Robin Blythe, Melissa Baysari, et al. · SSRN Electronic Journal
Preference Optimization on Pareto Sets: On a Theory of Multi-Objective Optimization
2025 · Abhishek Roy, Geelon So, et al. · neural information processing systems
Irreversibility in Stochastic Dynamic Models and Efficient Bayesian Inference
2017 · Yian Ma · ResearchWorks at the University of Washington (University of Washington)
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Works count: 17
Citation count: 21
H-index: 3
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