Xunpeng Huang
8 papers · 2017–2025 · 6 conferences · across top CS/AI conferences
Achievements
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π£ Hot Topic Early Bird π Interdisciplinary Bridge π§ Keyword Pioneer π Cross-Pollinator (12) πΊοΈ Taxonomy Completionist (12)
π
Conference Polyglot
(6)
π
Academic Marathon
(8)
π
Grand Slam
π
Triple Crown
Conferences
AAAI (2)
ICML (2)
COLT (1)
ICLR (1)
IJCAI (1)
NIPS (1)
Top co-authors
Keywords
convergence rate
(2)
stochastic optimization
(2)
stochastic gradient
(1)
langevin dynamics
(1)
stochastic gradient descent
(1)
online learning
(1)
matrix factorization
(1)
collaborative filtering
(1)
incremental learning
(1)
neural network optimization
(1)
markov chain monte carlo
(1)
low-rank approximation
(1)
variance reduction
(1)
hessian approximation
(1)
second-order optimization
(1)
score estimation
(1)
generative model
(1)
diffusion model
(1)
adaptive gradient method
(1)
langevin monte carlo
(1)
Papers
What Makes In-context Learning Effective for Mathematical Reasoning
ICML 2025
Reverse Transition Kernel: A Flexible Framework to Accelerate Diffusion Inference
NIPS 2024
Faster Sampling without Isoperimetry via Diffusion-based Monte Carlo
COLT 2024
Reverse Diffusion Monte Carlo
ICLR 2024
Faster Sampling via Stochastic Gradient Proximal Sampler
ICML 2024
ACMo: Angle-Calibrated Moment Methods for Stochastic Optimization
AAAI 2021
SPAN: A Stochastic Projected Approximate Newton Method
AAAI 2020
Incremental Matrix Factorization: A Linear Feature Transformation Perspective
IJCAI 2017