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Boyi Liu
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2020 – today
- 2024
- [j12]Boyi Liu
, Lujia Wang
RoboEC2: A Novel Cloud Robotic System With Dynamic Network Offloading Assisted by Amazon EC2. IEEE Trans Autom. Sci. Eng. 21(4): 4959-4973 (2024) - [c24]Chau Pham, Boyi Liu, Yingxiang Yang, Zhengyu Chen, Tianyi Liu, Jianbo Yuan, Bryan A. Plummer, Zhaoran Wang, Hongxia Yang:
Let Models Speak Ciphers: Multiagent Debate through Embeddings. ICLR 2024 - [c23]Zhihan Liu, Hao Hu, Shenao Zhang, Hongyi Guo, Shuqi Ke, Boyi Liu, Zhaoran Wang:
Reason for Future, Act for Now: A Principled Architecture for Autonomous LLM Agents. ICML 2024 - [c22]Boyi Liu
CASA: Clustered Federated Learning with Asynchronous Clients. KDD 2024: 1851-1862 - [c21]Boyi Liu
Poster Abstract: LLM-Slice: Dedicated Wireless Network Slicing for Large Language Models. SenSys 2024: 853-854 - [i36]Zihao Li, Boyi Liu, Zhuoran Yang, Zhaoran Wang, Mengdi Wang
Double Duality: Variational Primal-Dual Policy Optimization for Constrained Reinforcement Learning. CoRR abs/2402.10810 (2024) - [i35]Yufeng Zhang, Liyu Chen, Boyi Liu, Yingxiang Yang, Qiwen Cui, Yunzhe Tao, Hongxia Yang:
(N, K)-Puzzle: A Cost-Efficient Testbed for Benchmarking Reinforcement Learning Algorithms in Generative Language Model. CoRR abs/2403.07191 (2024) - [i34]Boyi Liu, Jingwen Tong, Yufan Zhuang, Jiawei Shao, Jun Zhang:
EdgeLoc: A Communication-Adaptive Parallel System for Real-Time Localization in Infrastructure-Assisted Autonomous Driving. CoRR abs/2405.12120 (2024) - [i33]Zhihan Liu, Miao Lu, Shenao Zhang, Boyi Liu, Hongyi Guo, Yingxiang Yang, Jose H. Blanchet, Zhaoran Wang:
Provably Mitigating Overoptimization in RLHF: Your SFT Loss is Implicitly an Adversarial Regularizer. CoRR abs/2405.16436 (2024) - [i32]Yi Zhan, Yang Sun, Han Weng, Longjie Cui, Guifeng Wang, Jiajun Xie, Yu Tian, Xiaoming Yin, Boyi Liu, Dongchi Huang:
FuncEvalGMN: Evaluating Functional Correctness of SQL via Graph Matching Network. CoRR abs/2407.14530 (2024) - [i31]Xuwu Wang, Qiwen Cui, Yunzhe Tao, Yiran Wang, Ziwei Chai, Xiaotian Han, Boyi Liu, Jianbo Yuan, Jing Su, Guoyin Wang, Tingkai Liu, Liyu Chen, Tianyi Liu, Tao Sun, Yufeng Zhang, Sirui Zheng, Quanzeng You, Yang Yang, Hongxia Yang:
BabelBench: An Omni Benchmark for Code-Driven Analysis of Multimodal and Multistructured Data. CoRR abs/2410.00773 (2024) - [i30]Shenao Zhang, Zhihan Liu, Boyi Liu, Yufeng Zhang, Yingxiang Yang, Yongfei Liu, Liyu Chen, Tao Sun, Zhaoran Wang:
Reward-Augmented Data Enhances Direct Preference Alignment of LLMs. CoRR abs/2410.08067 (2024) - [i29]Boyi Liu, Jingwen Tong, Jun Zhang:
LLM-Slice: Dedicated Wireless Network Slicing for Large Language Models. CoRR abs/2410.18499 (2024) - 2023
- [j11]Yongxin Tong, Yuxiang Zeng, Zimu Zhou, Boyi Liu, Yexuan Shi, Shuyuan Li, Ke Xu, Weifeng Lv:
Federated Computing: Query, Learning, and Beyond. IEEE Data Eng. Bull. 46(1): 9-26 (2023) - [j10]Zihao Li, Boyi Liu, Zhuoran Yang, Zhaoran Wang, Mengdi Wang:
Double Duality: Variational Primal-Dual Policy Optimization for Constrained Reinforcement Learning. J. Mach. Learn. Res. 24: 385:1-385:43 (2023) - [c20]Jing Wang, Meichen Song, Feng Gao, Boyi Liu, Zhaoran Wang, Yi Wu:
Differentiable Arbitrating in Zero-sum Markov Games. AAMAS 2023: 1034-1043 - [c19]Jiayang Li, Jing Yu
Achieving Hierarchy-Free Approximation for Bilevel Programs with Equilibrium Constraints. ICML 2023: 20312-20335 - [c18]Shenao Zhang, Boyi Liu, Zhaoran Wang, Tuo Zhao:
Model-Based Reparameterization Policy Gradient Methods: Theory and Practical Algorithms. NeurIPS 2023 - [i28]Mingkai Tang, Boyi Liu, Yuanhang Li, Hongji Liu, Ming Liu, Lujia Wang:
An Efficient Approach to the Online Multi-Agent Path Finding Problem by Using Sustainable Information. CoRR abs/2301.04446 (2023) - [i27]Jiayang Li, Jing Yu, Boyi Liu, Zhaoran Wang, Yu Marco Nie:
Achieving Hierarchy-Free Approximation for Bilevel Programs With Equilibrium Constraints. CoRR abs/2302.09734 (2023) - [i26]Jing Wang, Meichen Song, Feng Gao, Boyi Liu, Zhaoran Wang, Yi Wu:
Differentiable Arbitrating in Zero-sum Markov Games. CoRR abs/2302.10058 (2023) - [i25]Zhihan Liu, Hao Hu, Shenao Zhang, Hongyi Guo, Shuqi Ke, Boyi Liu, Zhaoran Wang:
Reason for Future, Act for Now: A Principled Framework for Autonomous LLM Agents with Provable Sample Efficiency. CoRR abs/2309.17382 (2023) - [i24]Chau Pham, Boyi Liu, Yingxiang Yang, Zhengyu Chen, Tianyi Liu, Jianbo Yuan, Bryan A. Plummer, Zhaoran Wang, Hongxia Yang:
Let Models Speak Ciphers: Multiagent Debate through Embeddings. CoRR abs/2310.06272 (2023) - [i23]Shenao Zhang, Boyi Liu, Zhaoran Wang, Tuo Zhao:
Model-Based Reparameterization Policy Gradient Methods: Theory and Practical Algorithms. CoRR abs/2310.19927 (2023) - [i22]Dengbo Li, Jieren Cheng, Boyi Liu:
Improving Efficiency of DNN-based Relocalization Module for Autonomous Driving with Server-side Computing. CoRR abs/2312.00316 (2023) - 2022
- [j9]Zhaohua Zheng, Yize Zhou, Yilong Sun, Zhang Wang, Boyi Liu, Keqiu Li:
Applications of federated learning in smart cities: recent advances, taxonomy, and open challenges. Connect. Sci. 34(1): 1-28 (2022) - [j8]Jieren Cheng, Le Liu
Foreground object structure transfer for unsupervised domain adaptation. Int. J. Intell. Syst. 37(11): 8968-8987 (2022) - [c17]Ruixing Zhang, Liangzhe Han, Boyi Liu, Jiayuan Zeng, Leilei Sun:
Dynamic Graph Learning Based on Hierarchical Memory for Origin-Destination Demand Prediction. IJCAI 2022: 2383-2389 - [c16]Boyi Liu, Jiayang Li, Zhuoran Yang, Hoi-To Wai, Mingyi Hong, Yu Marco Nie, Zhaoran Wang:
Inducing Equilibria via Incentives: Simultaneous Design-and-Play Ensures Global Convergence. NeurIPS 2022 - [c15]Fengzhuo Zhang, Boyi Liu, Kaixin Wang, Vincent Y. F. Tan, Zhuoran Yang, Zhaoran Wang:
Relational Reasoning via Set Transformers: Provable Efficiency and Applications to MARL. NeurIPS 2022 - [c14]Shenhui Zhang
AuthROS: Secure Data Sharing Among Robot Operating Systems based on Ethereum. QRS 2022: 147-156 - [i21]Ruixing Zhang, Liangzhe Han, Boyi Liu, Jiayuan Zeng, Leilei Sun:
Dynamic Graph Learning Based on Hierarchical Memory for Origin-Destination Demand Prediction. CoRR abs/2205.14593 (2022) - [i20]Shenhui Zhang, Wenkai Li, Xiaoqi Li, Boyi Liu, Yuqing Zhang, Chunjue Cao:
A Secure Data Sharing Framework for Robot Operating Systems Leveraging Ethereum. CoRR abs/2208.14269 (2022) - [i19]Boyi Liu, Lujia Wang, Ming Liu:
ElasticROS: An Elastically Collaborative Robot Operation System for Fog and Cloud Robotics. CoRR abs/2209.01774 (2022) - [i18]Jiayang Li, Jing Yu, Qianni Wang, Boyi Liu, Zhaoran Wang, Yu Marco Nie:
Differentiable Bilevel Programming for Stackelberg Congestion Games. CoRR abs/2209.07618 (2022) - [i17]Fengzhuo Zhang, Boyi Liu, Kaixin Wang, Vincent Y. F. Tan, Zhuoran Yang, Zhaoran Wang:
Relational Reasoning via Set Transformers: Provable Efficiency and Applications to MARL. CoRR abs/2209.09845 (2022) - [i16]Yufeng Zhang, Boyi Liu, Qi Cai, Lingxiao Wang, Zhaoran Wang:
An Analysis of Attention via the Lens of Exchangeability and Latent Variable Models. CoRR abs/2212.14852 (2022) - 2021
- [j7]Jieren Cheng, Luyi Xie
A survey of security threats and defense on Blockchain. Multim. Tools Appl. 80(20): 30623-30652 (2021) - [c13]Boyi Liu, Lujia Wang, Xinquan Chen, Lexiong Huang, Dong Han, Cheng-Zhong Xu
Peer-Assisted Robotic Learning: A Data-Driven Collaborative Learning Approach for Cloud Robotic Systems. ICRA 2021: 4062-4070 - [c12]Bingjie Yan, Boyi Liu, Lujia Wang, Yize Zhou, Zhixuan Liang, Ming Liu, Cheng-Zhong Xu
FedCM: A Real-time Contribution Measurement Method for Participants in Federated Learning. IJCNN 2021: 1-8 - [c11]Boyi Liu, Qi Cai, Zhuoran Yang, Zhaoran Wang:
BooVI: Provably Efficient Bootstrapped Value Iteration. NeurIPS 2021: 7041-7053 - [c10]Minghan Chen, Yilong Sun, Boyi Liu, Bingjie Yan, Xiulai Li, Kai Lu, Tenglong Ren, Bin Ma, Yangyang Tian:
Design and Implementation of A Novel Internet of Things Irrigation System With A Precision Irrigation Robot. RCAR 2021: 1008-1015 - [i15]Zhaohua Zheng, Yize Zhou, Yilong Sun, Zhang Wang, Boyi Liu, Keqiu Li:
Federated Learning in Smart Cities: A Comprehensive Survey. CoRR abs/2102.01375 (2021) - [i14]Le Liu, Jieren Cheng, Boyi Liu, Yue Yang, Ke Zhou, Qiaobo Da:
Multi-Level Features Contrastive Networks for Unsupervised Domain Adaptation. CoRR abs/2109.06543 (2021) - [i13]Boyi Liu, Jiayang Li, Zhuoran Yang, Hoi-To Wai, Mingyi Hong, Yu Marco Nie, Zhaoran Wang:
Inducing Equilibria via Incentives: Simultaneous Design-and-Play Finds Global Optima. CoRR abs/2110.01212 (2021) - 2020
- [j6]Boyi Liu, Xiangyan Tang, Jieren Cheng, Pengchao Shi:
Traffic flow combination forecasting method based on improved LSTM and ARIMA. Int. J. Embed. Syst. 12(1): 22-30 (2020) - [j5]Boyi Liu
Federated Imitation Learning: A Novel Framework for Cloud Robotic Systems With Heterogeneous Sensor Data. IEEE Robotics Autom. Lett. 5(2): 3509-3516 (2020) - [i12]Minghan Chen, Yilong Sun, Xueqing Cai, Boyi Liu, Tenglong Ren:
Design and Implementation of A Novel Precision Irrigation Robot Based on An Intelligent Path Planning Algorithm. CoRR abs/2003.00676 (2020) - [i11]Yixian Zhang, Jieren Chen, Boyi Liu, Yifan Yang, Haocheng Li, Xinyi Zheng, Xi Chen, Tenglong Ren, Naixue Xiong:
COVID-19 Public Opinion and Emotion Monitoring System Based on Time Series Thermal New Word Mining. CoRR abs/2005.11458 (2020) - [i10]Boyi Liu, Bingjie Yan, Yize Zhou, Yifan Yang, Yixian Zhang:
Experiments of Federated Learning for COVID-19 Chest X-ray Images. CoRR abs/2007.05592 (2020) - [i9]Boyi Liu, Bingjie Yan, Yize Zhou, Jun Wang, Li Liu, Yuhan Zhang, Xiaolan Nie:
A Real-time Contribution Measurement Method for Participants in Federated Learning. CoRR abs/2009.03510 (2020) - [i8]Boyi Liu, Lujia Wang, Xinquan Chen, Lexiong Huang, Cheng-Zhong Xu:
Peer-Assisted Robotic Learning: A Data-Driven Collaborative Learning Approach for Cloud Robotic Systems. CoRR abs/2010.08303 (2020)
2010 – 2019
- 2019
- [j4]Boyi Liu
Lifelong Federated Reinforcement Learning: A Learning Architecture for Navigation in Cloud Robotic Systems. IEEE Robotics Autom. Lett. 4(4): 4555-4562 (2019) - [c9]Zhiyu Bai, Boyi Liu, Kevin Lee:
Piggy Banksy: A Transformational Playground for Social Change Through Playful Co-Creation. CHI PLAY (Companion) 2019: 349-356 - [c8]Boyi Liu, Matthew Bofenkamp:
Unfathomed Voyager: The Design of Real-Life Cooperation Game. HCI (30) 2019: 47-56 - [c7]Yuan Xie, Boyi Liu, Qiang Liu, Zhaoran Wang, Yuan Zhou, Jian Peng:
Off-Policy Evaluation and Learning from Logged Bandit Feedback: Error Reduction via Surrogate Policy. ICLR (Poster) 2019 - [c6]Boyi Liu, Lujia Wang, Ming Liu:
Lifelong Federated Reinforcement Learning: A Learning Architecture for Navigation in Cloud Robotic Systems. IROS 2019: 1688-1695 - [c5]Boyi Liu, Qi Cai, Zhuoran Yang, Zhaoran Wang:
Neural Trust Region/Proximal Policy Optimization Attains Globally Optimal Policy. NeurIPS 2019: 10564-10575 - [i7]Boyi Liu, Lujia Wang, Ming Liu, Chengzhong Xu:
Lifelong Federated Reinforcement Learning: A Learning Architecture for Navigation in Cloud Robotic Systems. CoRR abs/1901.06455 (2019) - [i6]Boyi Liu, Zhuhua Hu, Yaochi Zhao, Yong Bai, Yu Wang:
Recognition of Pyralidae Insects Using Intelligent Monitoring Autonomous Robot Vehicle in Natural Farm Scene. CoRR abs/1903.10827 (2019) - [i5]Boyi Liu, Qi Cai, Zhuoran Yang, Zhaoran Wang:
Neural Proximal/Trust Region Policy Optimization Attains Globally Optimal Policy. CoRR abs/1906.10306 (2019) - [i4]Boyi Liu, Xiangyan Tang, Jieren Cheng, Pengchao Shi:
Traffic Flow Combination Forecasting Method Based on Improved LSTM and ARIMA. CoRR abs/1906.10407 (2019) - [i3]Boyi Liu
Federated Imitation Learning: A Privacy Considered Imitation Learning Framework for Cloud Robotic Systems with Heterogeneous Sensor Data. CoRR abs/1909.00895 (2019) - [i2]Boyi Liu, Lujia Wang, Ming Liu, Cheng-Zhong Xu:
Federated Imitation Learning: A Novel Framework for Cloud Robotic Systems with Heterogeneous Sensor Data. CoRR abs/1912.12204 (2019) - 2018
- [j3]Jieren Cheng, Boyi Liu, Xiangyan Tang, Zhuhua Hu, Jianping Yin:
Traffic flow detection method based on vertical virtual road induction line. Int. J. Embed. Syst. 10(6): 518-525 (2018) - [j2]Jieren Cheng, Boyi Liu, Xiangyan Tang:
An automatic traffic-congestion detection method for bad weather based on traffic video. Int. J. High Perform. Comput. Netw. 11(3): 251-259 (2018) - [j1]Boyi Liu, Xiangyan Tang, Jieren Cheng:
基于多生长时期模板匹配的玉米螟识别方法 (Recognition Method for Corn Borer Based on Templates Matching in Muliple Growth Periods). 计算机科学 45(4): 106-111 (2018) - [c4]Boyi Liu, Xiangyan Tang, Jieren Cheng, Jiquan Chen:
Design and Verification of a Security Policy to Defense DDoS Attack for Cloud Robot. ICCCS (2) 2018: 718-730 - [i1]Yuan Xie, Boyi Liu, Qiang Liu, Zhaoran Wang, Yuan Zhou, Jian Peng:
Off-Policy Evaluation and Learning from Logged Bandit Feedback: Error Reduction via Surrogate Policy. CoRR abs/1808.00232 (2018) - 2017
- [c3]Jieren Cheng, Kuanqi Cai, Boyi Liu, Xiangyan Tang:
Design and Test of the Intelligent Rubber Tapping Technology Evaluation Equipment Based on Cloud Model. ICCCS (1) 2017: 275-287 - [c2]Boyi Liu, Jieren Cheng, Kuanqi Cai, Pengchao Shi, Xiangyan Tang:
Singular Point Probability Improve LSTM Network Performance for Long-term Traffic Flow Prediction. NCTCS 2017: 328-340 - 2015
- [c1]Jieren Cheng, Boyi Liu, Xiangyan Tang:
A Traffic-Congestion Detection Method for Bad Weather Based on Traffic Video. ISICA 2015: 506-518
Coauthor Index
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last updated on 2024-12-08 02:24 CET by the dblp team
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