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Guanlin Liu
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2020 – today
- 2024
- [b1]Guanlin Liu:
Towards Adversarial Robustness of Sequential Decision Making Algorithms. University of California, Davis, USA, 2024 - [j5]Xue Li, Xiaomei Yu, Guanlin Liu, Xingxu Fan, Fengru Ge, Yanjie Zhao, Xiangwei Zheng:
Transformer-based medication recommendation with a multiple graph augmentation strategy. Expert Syst. Appl. 257: 125091 (2024) - [j4]Chenye Yang, Guanlin Liu, Lifeng Lai:
Stochastic Bandits With Non-Stationary Rewards: Reward Attack and Defense. IEEE Trans. Signal Process. 72: 5007-5020 (2024) - [c8]Ziqing Lu, Guanlin Liu, Lifeng Lai, Weiyu Xu:
Optimal Cost Constrained Adversarial Attacks for Multiple Agent Systems. CISS 2024: 1-6 - [c7]Xinyi Ni, Guanlin Liu, Lifeng Lai:
Risk-Sensitive Reward-Free Reinforcement Learning with CVaR. ICML 2024 - [c6]Ziqing Lu, Guanlin Liu, Lifeng Lai, Weiyu Xu:
Camouflage Adversarial Attacks on Multiple Agent Systems. ISIT 2024: 7-12 - [i10]Ziqing Lu, Guanlin Liu, Lifeng Lai, Weiyu Xu:
Camouflage Adversarial Attacks on Multiple Agent Systems. CoRR abs/2401.17405 (2024) - [i9]Guanlin Liu, Kaixuan Ji, Renjie Zheng, Zheng Wu, Chen Dun, Quanquan Gu, Lin Yan:
Enhancing Multi-Step Reasoning Abilities of Language Models through Direct Q-Function Optimization. CoRR abs/2410.09302 (2024) - [i8]Ning Dai, Zheng Wu, Renjie Zheng, Ziyun Wei, Wenlei Shi, Xing Jin, Guanlin Liu, Chen Dun, Liang Huang, Lin Yan:
Process Supervision-Guided Policy Optimization for Code Generation. CoRR abs/2410.17621 (2024) - [i7]Weizhe Chen, Zhicheng Zhang, Guanlin Liu, Renjie Zheng, Wenlei Shi, Chen Dun, Zheng Wu, Xing Jin, Lin Yan:
Flaming-hot Initiation with Regular Execution Sampling for Large Language Models. CoRR abs/2410.21236 (2024) - 2023
- [j3]Guanlin Liu, Lifeng Lai:
Action Poisoning Attacks on Linear Contextual Bandits. Trans. Mach. Learn. Res. 2023 (2023) - [c5]Chenye Yang, Guanlin Liu, Lifeng Lai:
Reward Attack on Stochastic Bandits with Non-Stationary Rewards. ACSSC 2023: 1387-1393 - [c4]Guanlin Liu, Zhaoyong Ouyang:
Integration of Artificial Intelligence and Business Administration Professional Education -New Educational and Teaching Model. ICIEAI 2023: 767-771 - [c3]Guanlin Liu, Lifeng Lai:
Efficient Adversarial Attacks on Online Multi-agent Reinforcement Learning. NeurIPS 2023 - [i6]Guanlin Liu, Zhihan Zhou, Han Liu, Lifeng Lai:
Efficient Action Robust Reinforcement Learning with Probabilistic Policy Execution Uncertainty. CoRR abs/2307.07666 (2023) - [i5]Guanlin Liu, Lifeng Lai:
Efficient Adversarial Attacks on Online Multi-agent Reinforcement Learning. CoRR abs/2307.07670 (2023) - [i4]Ziqing Lu, Guanlin Liu, Lifeng Lai, Weiyu Xu:
Optimal Cost Constrained Adversarial Attacks For Multiple Agent Systems. CoRR abs/2311.00859 (2023) - 2021
- [c2]Guanlin Liu, Lifeng Lai:
Provably Efficient Black-Box Action Poisoning Attacks Against Reinforcement Learning. NeurIPS 2021: 12400-12410 - [i3]Guanlin Liu, Lifeng Lai:
Provably Efficient Black-Box Action Poisoning Attacks Against Reinforcement Learning. CoRR abs/2110.04471 (2021) - [i2]Guanlin Liu, Lifeng Lai:
Efficient Action Poisoning Attacks on Linear Contextual Bandits. CoRR abs/2112.05367 (2021) - 2020
- [j2]Guanlin Liu, Lifeng Lai:
Action-Manipulation Attacks Against Stochastic Bandits: Attacks and Defense. IEEE Trans. Signal Process. 68: 5152-5165 (2020) - [c1]Guanlin Liu, Lifeng Lai:
Action-Manipulation Attacks on Stochastic Bandits. ICASSP 2020: 3112-3116 - [i1]Guanlin Liu, Lifeng Lai:
Action-Manipulation Attacks Against Stochastic Bandits: Attacks and Defense. CoRR abs/2002.08000 (2020)
2010 – 2019
- 2018
- [j1]Xianjie Pu, Jie Chen, Yan Meng, Min-Hsin Yeh, Guanlin Liu, Qian Tang, Baodong Chen, Di Liu, Song Qi, Changsheng Wu, Chenguo Hu, Jie Wang, Zhong Lin Wang:
A highly sensitive, self-powered triboelectric auditory sensor for social robotics and hearing aids. Sci. Robotics 3(20) (2018)
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