Yixin Tan

5 papers · 2022–2025 · 5 venues · across top CS/AI venues

Authors are matched by name, so researchers who share a name ("Yang Liu", "Wei Wang") appear as a single profile and their paper counts, venues and achievements are combined. How identity is handled.

Achievements

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🌍 Conference Polyglot · Silver 🌉 Interdisciplinary Bridge · Bronze 🗺️ Taxonomy Completionist (11) 🐣 Hot Topic Early Bird

Venues

AISTATS (1) ALT (1) EMNLP (1) ICML (1) NeurIPS (1)

Top co-authors

Holden Lee (2) Jianfeng Lu (2) Yuriy Nevmyvaka (2) Wei Deng (2) Marin Biloš (1) Kevin Rojas (1) Luo Min (1) Weijian Luo (1) Qiulin Chen (1) Yu Chen (1)

Research topics

Deep Learning (4) Machine Learning (4) Models (4) Optimization & Theory · Machine Learning (3) Artificial Intelligence (1) Natural Language Processing (1) Applications (1) Bayesian & Probabilistic (1) Core AI (1) Core Methods (1) Learning Types (1) Optimization & Theory · Deep Learning (1)

Keywords

variational score (2) score-based generative modeling (2) convergence guarantee (2) time series generation (1) probability distribution (1) probability density (1) score function (1) diffusion model (1) denoising diffusion model (1) adapter module (1) bilingual model (1) transformer model (1) sparse expert model (1) annealed sampling (1) momentum schrödinger bridge (1) momentum diffusion (1) cifar-10 (1) anisotropic shapes (1) forward score functions (1) simulation-free properties (1)

Papers

Variational Schrödinger Momentum Diffusion AISTATS 2025 Variational Schrödinger Diffusion Models ICML 2024 Convergence of score-based generative modeling for general data distributions ALT 2023 Yishu: Yishu at WMT2023 Translation Task EMNLP 2023 Convergence for score-based generative modeling with polynomial complexity NeurIPS 2022