Yuping Zheng

3 papers · 2022–2026 · 3 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 · Bronze 🌉 Interdisciplinary Bridge · Bronze 🗺️ Taxonomy Completionist (10)

Venues

ALT (1) ICLR (1) NeurIPS (1)

Top co-authors

Andrew Lamperski (2) Juhao Liang (1) Benyou Wang (1) Guorui Zheng (1) Nuo Chen (1) Xidong Wang (1)

Research topics

Machine Learning (3) Mathematics & Optimization (2) Optimization (2) Optimization & Theory (2) Natural Language Processing (1) Applications (1) Bayesian & Probabilistic (1) Core Methods (1) Learning Types (1) Resources & Methods (1)

Keywords

stochastic gradient descent (2) non-convex optimization (2) convergence analysis (1) constrained optimization (1) markov chain monte carlo (1) low-resource language (1) mixture of expert (1) stochastic method (1) langevin algorithm (1) high probability bound (1) language family (1) medical language model (1) multilingual llm (1) goldstein subdifferential (1) constrained langevin algorithm (1) cross-lingual routing (1)

Papers

Quantitative Convergence Analysis of Projected Stochastic Gradient Descent for Non-Convex Losses via the Goldstein Subdifferential ALT 2026 Efficiently Democratizing Medical LLMs for 50 Languages via a Mixture of Language Family Experts ICLR 2025 Constrained Langevin Algorithms with L-mixing External Random Variables NeurIPS 2022