Guanyu Nie

According to our database, Guanyu Nie authored at least 7 papers between 2022 and 2025.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2025

Stochastic <i>k</i>-Submodular Bandits with Full Bandit Feedback.

Guanyu Nie, Vaneet Aggarwal, Christopher John Quinn

Proceedings of the 24th International Conference on Autonomous Agents and Multiagent Systems, 2025

Robust Function-Calling for On-Device Language Model via Function Masking.

Qiqiang Lin, Muning Wen, Qiuying Peng, Guanyu Nie, Junwei Liao, Jun Wang, Xiaoyun Mo, Jiamu Zhou, Cheng Cheng, Yin Zhao, Jun Wang, Weinan Zhang

Proceedings of the Thirteenth International Conference on Learning Representations, 2025

2024

Hammer: Robust Function-Calling for On-Device Language Models via Function Masking.

Qiqiang Lin, Muning Wen, Qiuying Peng, Guanyu Nie, Junwei Liao, Jun Wang, Xiaoyun Mo, Jiamu Zhou, Cheng Cheng, Yin Zhao, Jun Wang, Weinan Zhang

CoRR, 2024

Gradient Methods for Online DR-Submodular Maximization with Stochastic Long-Term Constraints.

Guanyu Nie, Vaneet Aggarwal, Christopher J. Quinn

Proceedings of the Advances in Neural Information Processing Systems 38: Annual Conference on Neural Information Processing Systems 2024, 2024

2023

Size-constrained k-submodular maximization in near-linear time.

Guanyu Nie, Yanhui Zhu, Yididiya Y. Nadew, Samik Basu, A. Pavan, Christopher John Quinn

Proceedings of the Uncertainty in Artificial Intelligence, 2023

A Framework for Adapting Offline Algorithms to Solve Combinatorial Multi-Armed Bandit Problems with Bandit Feedback.

Guanyu Nie, Yididiya Y. Nadew, Yanhui Zhu, Vaneet Aggarwal, Christopher John Quinn

Proceedings of the International Conference on Machine Learning, 2023

2022

An explore-then-commit algorithm for submodular maximization under full-bandit feedback.

Guanyu Nie, Mridul Agarwal, Abhishek Kumar Umrawal, Vaneet Aggarwal, Christopher John Quinn

Proceedings of the Uncertainty in Artificial Intelligence, 2022