conftrace_

Yuping Zheng

3 papers · 2022–2026 · 3 conferences · across top CS/AI conferences

Achievements

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🌍 Conference Polyglot (2) 🌉 Interdisciplinary Bridge 🧭 Keyword Pioneer 🐝 Cross-Pollinator (15)

Conferences

ALT (1) ICLR (1) NIPS (1)

Top co-authors

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

Keywords

stochastic gradient descent (2) non-convex optimization (2) convergence analysis (1) constrained optimization (1) markov chain monte carlo (1) stochastic method (1) langevin algorithm (1) high-probability bound (1) goldstein subdifferential (1) constrained langevin algorithm (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 NIPS 2022