Xin T. Tong

3 papers · 2020–2025 · 2 conferences · across top CS/AI conferences

Achievements

🌉 Interdisciplinary Bridge 🐣 Hot Topic Early Bird 🌍 Conference Polyglot (2) 🏃 Academic Marathon (5) 🐝 Cross-Pollinator (11)

Conferences

JMLR (2) ICLR (1)

Top co-authors

Simon S. Du (1) Duy-Tung Pham (1) Tan Minh Nguyen (1) Thieu Vo (1) Jing Dong (1) Xi Chen (1)

Keywords

stochastic optimization (1) stochastic gradient (1) langevin dynamics (1) bayesian inference (1) markov chain monte carlo (1) gradient descent (1) stochastic process (1) convergence rate (1) stationary point (1) stochastic gradient langevin dynamics (1) global minimum (1) replica exchange (1)

Papers

Demystifying the Token Dynamics of Deep Selective State Space Models ICLR 2025

Replica Exchange for Non-Convex Optimization JMLR 2021

On Stationary-Point Hitting Time and Ergodicity of Stochastic Gradient Langevin Dynamics JMLR 2020