Bingcong Li
12 papers · 2019–2025 · 5 conferences · across top CS/AI conferences
Achievements
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πΊοΈ Taxonomy Completionist (20) π§ Keyword Pioneer π£ Hot Topic Early Bird π Academic Marathon (6) π Cross-Pollinator (8)
π
Interdisciplinary Bridge
π
Conference Polyglot
(5)
π
Grand Slam
π
Century Club
(12)
β
The Questioner
Conferences
AAAI (3)
ICML (3)
NIPS (3)
AISTATS (2)
ICLR (1)
Top co-authors
Keywords
stochastic optimization
(3)
multi-armed bandit
(2)
frank-wolfe algorithm
(2)
convex optimization
(2)
neural network optimization
(2)
variance reduction
(2)
sharpness-aware minimization
(2)
strongly convex
(1)
online learning
(1)
stochastic gradient descent
(1)
gradient descent
(1)
regret bound
(1)
nonconvex optimization
(1)
matrix completion
(1)
conditional gradient
(1)
convergence analysis
(1)
strongly convex optimization
(1)
implicit differentiation
(1)
uncertainty quantification
(1)
neural network training
(1)
Papers
Can RLHF be More Efficient with Imperfect Reward Models? A Policy Coverage Perspective
ICML 2025
On the Crucial Role of Initialization for Matrix Factorization
ICLR 2025
DPZero: Private Fine-Tuning of Language Models without Backpropagation
ICML 2024
Implicit Regularization of Sharpness-Aware Minimization for Scale-Invariant Problems
NIPS 2024
Enhancing Sharpness-Aware Optimization Through Variance Suppression
NIPS 2023
Scalable Bayesian Meta-Learning through Generalized Implicit Gradients
AAAI 2023
Heavy Ball Momentum for Conditional Gradient
NIPS 2021
Enhancing Parameter-Free Frank Wolfe with an Extra Subproblem
AAAI 2021
Adversarial Linear Contextual Bandits with Graph-Structured Side Observations
AAAI 2021
Almost Tune-Free Variance Reduction
ICML 2020
On the Convergence of SARAH and Beyond
AISTATS 2020
Bandit Online Learning with Unknown Delays
AISTATS 2019