Guanyu Nie
5 papers · 2022–2025 · 4 conferences · across top CS/AI conferences
Achievements
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🌉
Interdisciplinary Bridge
🧭
Keyword Pioneer
🌍
Conference Polyglot
(4)
🐝
Cross-Pollinator
(10)
Conferences
UAI (2)
ICLR (1)
ICML (1)
NIPS (1)
Top co-authors
Keywords
submodular maximization
(3)
regret bound
(3)
sensor placement
(1)
bandit feedback
(1)
influence maximization
(1)
greedy optimization
(1)
multi-armed bandit
(1)
approximation algorithm
(1)
sublinear regret
(1)
gradient ascent
(1)
constraint violation
(1)
full-bandit feedback
(1)
knapsack constraint
(1)
combinatorial multi-armed bandit
(1)
offline algorithm
(1)
k-submodular function
(1)
stochastic optimization
(1)
offline algorithm adaptation
(1)
online optimization
(1)
Papers
Robust Function-Calling for On-Device Language Model via Function Masking
ICLR 2025
Gradient Methods for Online DR-Submodular Maximization with Stochastic Long-Term Constraints
NIPS 2024
A Framework for Adapting Offline Algorithms to Solve Combinatorial Multi-Armed Bandit Problems with Bandit Feedback
ICML 2023
Size-constrained k-submodular maximization in near-linear time
UAI 2023
An explore-then-commit algorithm for submodular maximization under full-bandit feedback
UAI 2022