Qi Deng
13 papers · 2020–2025 · 5 conferences · across top CS/AI conferences
Achievements
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πΊοΈ Taxonomy Completionist (31) π§ Keyword Pioneer π Interdisciplinary Bridge π Conference Polyglot (5) π Academic Marathon (5)
π
Cross-Pollinator
(13)
π
Renaissance Researcher
(7)
ποΈ
Keyword Collector
(62)
π
Century Club
(13)
β‘
Prolific Year
(8)
Conferences
AAAI (4)
NIPS (4)
ICML (2)
IJCAI (2)
UAI (1)
Top co-authors
Keywords
stochastic optimization
(4)
weakly convex optimization
(2)
first-order method
(2)
nonconvex optimization
(2)
variance reduction
(2)
domain adaptation
(1)
test-time adaptation
(1)
large-scale optimization
(1)
convergence analysis
(1)
information retrieval
(1)
non-convex optimization
(1)
decentralized optimization
(1)
distributed optimization
(1)
constrained optimization
(1)
gradient descent
(1)
self-supervised learning
(1)
value iteration
(1)
learning to rank
(1)
online optimization
(1)
markov decision process
(1)
Papers
Learning to Generate Gradients for Test-Time Adaptation via Test-Time Training Layers
AAAI 2025
A Homogenization Approach for Gradient-Dominated Stochastic Optimization
UAI 2024
Decentralized Gradient-Free Methods for Stochastic Non-smooth Non-convex Optimization
AAAI 2024
Stochastic Weakly Convex Optimization beyond Lipschitz Continuity
ICML 2024
A Single-Loop Robust Policy Gradient Method for Robust Markov Decision Processes
ICML 2024
A Survey on Rank Aggregation
IJCAI 2024
Faster Accelerated First-order Methods for Convex Optimization with Strongly Convex Function Constraints
NIPS 2024
Sketched Newton Value Iteration for Large-Scale Markov Decision Processes
AAAI 2024
Trust Region Methods for Nonconvex Stochastic Optimization beyond Lipschitz Smoothness
AAAI 2024
Delayed Algorithms for Distributed Stochastic Weakly Convex Optimization
NIPS 2023
Enhancing Network by Reinforcement Learning and Neural Confined Local Search
IJCAI 2023
Minibatch and Momentum Model-based Methods for Stochastic Weakly Convex Optimization
NIPS 2021
A Feasible Level Proximal Point Method for Nonconvex Sparse Constrained Optimization
NIPS 2020