Guanyu Nie

5 papers · 2022–2025 · 4 venues · across top CS/AI venues

Authors are matched by name, so researchers who share a name ("Yang Liu", "Wei Wang") appear as a single profile and their paper counts, venues and achievements are combined. How identity is handled.

Achievements

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🌍 Conference Polyglot · Bronze 🌉 Interdisciplinary Bridge · Bronze 🗺️ Taxonomy Completionist (10)

Venues

UAI (2) ICLR (1) ICML (1) NeurIPS (1)

Top co-authors

Christopher John Quinn (4) Vaneet Aggarwal (3) Yanhui Zhu (2) Yididiya Y. Nadew (2) Xiaoyun Mo (1) Jun Wang (1) Muning Wen (1) Weinan Zhang (1) Mridul Agarwal (1) Qiuying Peng (1)

Research topics

Mathematics & Optimization (4) Optimization (4) Machine Learning (3) Artificial Intelligence (2) Core AI (2) Optimization & Theory (2) Application Areas (1) Learning Types (1)

Keywords

regret bound (3) submodular maximization (3) online optimization (1) sensor placement (1) bandit feedback (1) influence maximization (1) greedy optimization (1) multi-armed bandit (1) approximation algorithm (1) sublinear regret (1) foundation model (1) on-device model (1) gradient ascent (1) constraint violation (1) full-bandit feedback (1) knapsack constraint (1) combinatorial multi-armed bandit (1) function calling (1) offline algorithm (1) k-submodular function (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 NeurIPS 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