Boyi Liu

According to our database, Boyi Liu authored at least 64 papers between 2015 and 2025.

Collaborative distances:

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

2025

Towards Database-Free Text-to-SQL Evaluation: A Graph-Based Metric for Functional Correctness.

Yi Zhan, Longjie Cui, Han Weng, Guifeng Wang, Yu Tian, Boyi Liu, Yingxiang Yang, Xiaoming Yin, Jiajun Xie, Yang Sun

Proceedings of the 31st International Conference on Computational Linguistics, 2025

2024

RoboEC2: A Novel Cloud Robotic System With Dynamic Network Offloading Assisted by Amazon EC2.

Boyi Liu, Lujia Wang, Ming Liu

IEEE Trans Autom. Sci. Eng., October, 2024

Seed-CTS: Unleashing the Power of Tree Search for Superior Performance in Competitive Coding Tasks.

Hao Wang, Boyi Liu, Yufeng Zhang, Jie Chen

CoRR, 2024

FullStack Bench: Evaluating LLMs as Full Stack Coders.

Yao Cheng, Jianfeng Chen, Jie Chen, Li Chen, Liyu Chen, Wentao Chen, Zhengyu Chen, Shijie Geng, Aoyan Li, Bo Li, Bowen Li, Linyi Li, Boyi Liu, Jerry Liu, Kaibo Liu, Qi Liu, Shukai Liu, Siyao Liu, Tianyi Liu, Tingkai Liu, Yongfei Liu, Rui Long, Jing Mai, Guanghan Ning, Z. Y. Peng, Kai Shen, Jiahao Su, Jing Su, Tao Sun, Yifan Sun, Yunzhe Tao, Guoyin Wang, Siwei Wang, Xuwu Wang, Yite Wang, Zihan Wang, Jinxiang Xia, Liang Xiang, Xia Xiao, Yongsheng Xiao, Chenguang Xi, Shulin Xin, Jingjing Xu, Shikun Xu, Hongxia Yang, Jack Yang, Yingxiang Yang, Jianbo Yuan, Jun Zhang, Yufeng Zhang, Yuyu Zhang, Shen Zheng, He Zhu, Ming Zhu

CoRR, 2024

LLM-Slice: Dedicated Wireless Network Slicing for Large Language Models.

Boyi Liu, Jingwen Tong, Jun Zhang

CoRR, 2024

Reward-Augmented Data Enhances Direct Preference Alignment of LLMs.

Shenao Zhang, Zhihan Liu, Boyi Liu, Yufeng Zhang, Yingxiang Yang, Yongfei Liu, Liyu Chen, Tao Sun, Zhaoran Wang

CoRR, 2024

BabelBench: An Omni Benchmark for Code-Driven Analysis of Multimodal and Multistructured Data.

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

CoRR, 2024

FuncEvalGMN: Evaluating Functional Correctness of SQL via Graph Matching Network.

Yi Zhan, Yang Sun, Han Weng, Longjie Cui, Guifeng Wang, Jiajun Xie, Yu Tian, Xiaoming Yin, Boyi Liu, Dongchi Huang

CoRR, 2024

Provably Mitigating Overoptimization in RLHF: Your SFT Loss is Implicitly an Adversarial Regularizer.

Zhihan Liu, Miao Lu, Shenao Zhang, Boyi Liu, Hongyi Guo, Yingxiang Yang, Jose H. Blanchet, Zhaoran Wang

CoRR, 2024

EdgeLoc: A Communication-Adaptive Parallel System for Real-Time Localization in Infrastructure-Assisted Autonomous Driving.

Boyi Liu, Jingwen Tong, Yufan Zhuang, Jiawei Shao, Jun Zhang

CoRR, 2024

(N, K)-Puzzle: A Cost-Efficient Testbed for Benchmarking Reinforcement Learning Algorithms in Generative Language Model.

Yufeng Zhang, Liyu Chen, Boyi Liu, Yingxiang Yang, Qiwen Cui, Yunzhe Tao, Hongxia Yang

CoRR, 2024

Poster Abstract: LLM-Slice: Dedicated Wireless Network Slicing for Large Language Models.

Boyi Liu, Jingwen Tong, Jun Zhang

Proceedings of the 22nd ACM Conference on Embedded Networked Sensor Systems, 2024

CASA: Clustered Federated Learning with Asynchronous Clients.

Boyi Liu, Yiming Ma, Zimu Zhou, Yexuan Shi, Shuyuan Li, Yongxin Tong

Proceedings of the 30th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, 2024

Reason for Future, Act for Now: A Principled Architecture for Autonomous LLM Agents.

Zhihan Liu, Hao Hu, Shenao Zhang, Hongyi Guo, Shuqi Ke, Boyi Liu, Zhaoran Wang

Proceedings of the Forty-first International Conference on Machine Learning, 2024

Let Models Speak Ciphers: Multiagent Debate through Embeddings.

Chau Pham, Boyi Liu, Yingxiang Yang, Zhengyu Chen, Tianyi Liu, Jianbo Yuan, Bryan A. Plummer, Zhaoran Wang, Hongxia Yang

Proceedings of the Twelfth International Conference on Learning Representations, 2024

2023

Double Duality: Variational Primal-Dual Policy Optimization for Constrained Reinforcement Learning.

Zihao Li, Boyi Liu, Zhuoran Yang, Zhaoran Wang, Mengdi Wang

J. Mach. Learn. Res., 2023

Federated Computing: Query, Learning, and Beyond.

Yongxin Tong, Yuxiang Zeng, Zimu Zhou, Boyi Liu, Yexuan Shi, Shuyuan Li, Ke Xu, Weifeng Lv

IEEE Data Eng. Bull., 2023

Improving Efficiency of DNN-based Relocalization Module for Autonomous Driving with Server-side Computing.

Dengbo Li, Jieren Cheng, Boyi Liu

CoRR, 2023

Reason for Future, Act for Now: A Principled Framework for Autonomous LLM Agents with Provable Sample Efficiency.

Zhihan Liu, Hao Hu, Shenao Zhang, Hongyi Guo, Shuqi Ke, Boyi Liu, Zhaoran Wang

CoRR, 2023

An Efficient Approach to the Online Multi-Agent Path Finding Problem by Using Sustainable Information.

Mingkai Tang, Boyi Liu, Yuanhang Li, Hongji Liu, Ming Liu, Lujia Wang

CoRR, 2023

Model-Based Reparameterization Policy Gradient Methods: Theory and Practical Algorithms.

Shenao Zhang, Boyi Liu, Zhaoran Wang, Tuo Zhao

Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023

Achieving Hierarchy-Free Approximation for Bilevel Programs with Equilibrium Constraints.

Jiayang Li, Jing Yu, Boyi Liu, Yu Marco Nie, Zhaoran Wang

Proceedings of the International Conference on Machine Learning, 2023

Differentiable Arbitrating in Zero-sum Markov Games.

Jing Wang, Meichen Song, Feng Gao, Boyi Liu, Zhaoran Wang, Yi Wu

Proceedings of the 2023 International Conference on Autonomous Agents and Multiagent Systems, 2023

2022

Foreground object structure transfer for unsupervised domain adaptation.

Jieren Cheng, Le Liu, Boyi Liu, Ke Zhou, Qiaobo Da, Yue Yang

Int. J. Intell. Syst., 2022

An Analysis of Attention via the Lens of Exchangeability and Latent Variable Models.

Yufeng Zhang, Boyi Liu, Qi Cai, Lingxiao Wang, Zhaoran Wang

CoRR, 2022

Differentiable Bilevel Programming for Stackelberg Congestion Games.

Jiayang Li, Jing Yu, Qianni Wang, Boyi Liu, Zhaoran Wang, Yu Marco Nie

CoRR, 2022

ElasticROS: An Elastically Collaborative Robot Operation System for Fog and Cloud Robotics.

Boyi Liu, Lujia Wang, Ming Liu

CoRR, 2022

A Secure Data Sharing Framework for Robot Operating Systems Leveraging Ethereum.

Shenhui Zhang, Wenkai Li, Xiaoqi Li, Boyi Liu, Yuqing Zhang, Chunjue Cao

CoRR, 2022

Applications of federated learning in smart cities: recent advances, taxonomy, and open challenges.

Zhaohua Zheng, Yize Zhou, Yilong Sun, Zhang Wang, Boyi Liu, Keqiu Li

Connect. Sci., 2022

AuthROS: Secure Data Sharing Among Robot Operating Systems based on Ethereum.

Shenhui Zhang, Wenkai Li, Xiaoqi Li, Boyi Liu

Proceedings of the 22nd IEEE International Conference on Software Quality, 2022

Relational Reasoning via Set Transformers: Provable Efficiency and Applications to MARL.

Fengzhuo Zhang, Boyi Liu, Kaixin Wang, Vincent Y. F. Tan, Zhuoran Yang, Zhaoran Wang

Proceedings of the Advances in Neural Information Processing Systems 35: Annual Conference on Neural Information Processing Systems 2022, 2022

Inducing Equilibria via Incentives: Simultaneous Design-and-Play Ensures Global Convergence.

Boyi Liu, Jiayang Li, Zhuoran Yang, Hoi-To Wai, Mingyi Hong, Yu Marco Nie, Zhaoran Wang

Proceedings of the Advances in Neural Information Processing Systems 35: Annual Conference on Neural Information Processing Systems 2022, 2022

Dynamic Graph Learning Based on Hierarchical Memory for Origin-Destination Demand Prediction.

Ruixing Zhang, Liangzhe Han, Boyi Liu, Jiayuan Zeng, Leilei Sun

Proceedings of the Thirty-First International Joint Conference on Artificial Intelligence, 2022

2021

A survey of security threats and defense on Blockchain.

Jieren Cheng, Luyi Xie, Xiangyan Tang, Naixue Xiong, Boyi Liu

Multim. Tools Appl., 2021

Inducing Equilibria via Incentives: Simultaneous Design-and-Play Finds Global Optima.

Boyi Liu, Jiayang Li, Zhuoran Yang, Hoi-To Wai, Mingyi Hong, Yu Marco Nie, Zhaoran Wang

CoRR, 2021

Multi-Level Features Contrastive Networks for Unsupervised Domain Adaptation.

Le Liu, Jieren Cheng, Boyi Liu, Yue Yang, Ke Zhou, Qiaobo Da

CoRR, 2021

Federated Learning in Smart Cities: A Comprehensive Survey.

Zhaohua Zheng, Yize Zhou, Yilong Sun, Zhang Wang, Boyi Liu, Keqiu Li

CoRR, 2021

Design and Implementation of A Novel Internet of Things Irrigation System With A Precision Irrigation Robot.

Minghan Chen, Yilong Sun, Boyi Liu, Bingjie Yan, Xiulai Li, Kai Lu, Tenglong Ren, Bin Ma, Yangyang Tian

Proceedings of the IEEE International Conference on Real-time Computing and Robotics, 2021

BooVI: Provably Efficient Bootstrapped Value Iteration.

Boyi Liu, Qi Cai, Zhuoran Yang, Zhaoran Wang

Proceedings of the Advances in Neural Information Processing Systems 34: Annual Conference on Neural Information Processing Systems 2021, 2021

FedCM: A Real-time Contribution Measurement Method for Participants in Federated Learning.

Bingjie Yan, Boyi Liu, Lujia Wang, Yize Zhou, Zhixuan Liang, Ming Liu, Cheng-Zhong Xu

Proceedings of the International Joint Conference on Neural Networks, 2021

Peer-Assisted Robotic Learning: A Data-Driven Collaborative Learning Approach for Cloud Robotic Systems.

Boyi Liu, Lujia Wang, Xinquan Chen, Lexiong Huang, Dong Han, Cheng-Zhong Xu

Proceedings of the IEEE International Conference on Robotics and Automation, 2021

2020

Federated Imitation Learning: A Novel Framework for Cloud Robotic Systems With Heterogeneous Sensor Data.

Boyi Liu, Lujia Wang, Ming Liu, Cheng-Zhong Xu

IEEE Robotics Autom. Lett., 2020

Traffic flow combination forecasting method based on improved LSTM and ARIMA.

Boyi Liu, Xiangyan Tang, Jieren Cheng, Pengchao Shi

Int. J. Embed. Syst., 2020

Peer-Assisted Robotic Learning: A Data-Driven Collaborative Learning Approach for Cloud Robotic Systems.

Boyi Liu, Lujia Wang, Xinquan Chen, Lexiong Huang, Cheng-Zhong Xu

CoRR, 2020

A Real-time Contribution Measurement Method for Participants in Federated Learning.

Boyi Liu, Bingjie Yan, Yize Zhou, Jun Wang, Li Liu, Yuhan Zhang, Xiaolan Nie

CoRR, 2020

Experiments of Federated Learning for COVID-19 Chest X-ray Images.

Boyi Liu, Bingjie Yan, Yize Zhou, Yifan Yang, Yixian Zhang

CoRR, 2020

COVID-19 Public Opinion and Emotion Monitoring System Based on Time Series Thermal New Word Mining.

Yixian Zhang, Jieren Chen, Boyi Liu, Yifan Yang, Haocheng Li, Xinyi Zheng, Xi Chen, Tenglong Ren, Naixue Xiong

CoRR, 2020

Design and Implementation of A Novel Precision Irrigation Robot Based on An Intelligent Path Planning Algorithm.

Minghan Chen, Yilong Sun, Xueqing Cai, Boyi Liu, Tenglong Ren

CoRR, 2020

2019

Lifelong Federated Reinforcement Learning: A Learning Architecture for Navigation in Cloud Robotic Systems.

Boyi Liu, Lujia Wang, Ming Liu

IEEE Robotics Autom. Lett., 2019

Federated Imitation Learning: A Privacy Considered Imitation Learning Framework for Cloud Robotic Systems with Heterogeneous Sensor Data.

Boyi Liu, Lujia Wang, Ming Liu, Cheng-Zhong Xu

CoRR, 2019

Neural Proximal/Trust Region Policy Optimization Attains Globally Optimal Policy.

Boyi Liu, Qi Cai, Zhuoran Yang, Zhaoran Wang

CoRR, 2019

Recognition of Pyralidae Insects Using Intelligent Monitoring Autonomous Robot Vehicle in Natural Farm Scene.

Boyi Liu, Zhuhua Hu, Yaochi Zhao, Yong Bai, Yu Wang

CoRR, 2019

Lifelong Federated Reinforcement Learning: A Learning Architecture for Navigation in Cloud Robotic Systems.

Boyi Liu, Lujia Wang, Ming Liu, Chengzhong Xu

CoRR, 2019

Neural Trust Region/Proximal Policy Optimization Attains Globally Optimal Policy.

Boyi Liu, Qi Cai, Zhuoran Yang, Zhaoran Wang

Proceedings of the Advances in Neural Information Processing Systems 32: Annual Conference on Neural Information Processing Systems 2019, 2019

Off-Policy Evaluation and Learning from Logged Bandit Feedback: Error Reduction via Surrogate Policy.

Yuan Xie, Boyi Liu, Qiang Liu, Zhaoran Wang, Yuan Zhou, Jian Peng

Proceedings of the 7th International Conference on Learning Representations, 2019

Unfathomed Voyager: The Design of Real-Life Cooperation Game.

Boyi Liu, Matthew Bofenkamp

Proceedings of the HCI in Games, 2019

Piggy Banksy: A Transformational Playground for Social Change Through Playful Co-Creation.

Zhiyu Bai, Boyi Liu, Kevin Lee

Proceedings of the Extended Abstracts of the Annual Symposium on Computer-Human Interaction in Play Companion Extended Abstracts, 2019

2018

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).

Boyi Liu, Xiangyan Tang, Jieren Cheng

计算机科学, 2018

An automatic traffic-congestion detection method for bad weather based on traffic video.

Jieren Cheng, Boyi Liu, Xiangyan Tang

Int. J. High Perform. Comput. Netw., 2018

Traffic flow detection method based on vertical virtual road induction line.

Jieren Cheng, Boyi Liu, Xiangyan Tang, Zhuhua Hu, Jianping Yin

Int. J. Embed. Syst., 2018

Design and Verification of a Security Policy to Defense DDoS Attack for Cloud Robot.

Boyi Liu, Xiangyan Tang, Jieren Cheng, Jiquan Chen

Proceedings of the Cloud Computing and Security - 4th International Conference, 2018

2017

Singular Point Probability Improve LSTM Network Performance for Long-term Traffic Flow Prediction.

Boyi Liu, Jieren Cheng, Kuanqi Cai, Pengchao Shi, Xiangyan Tang

Proceedings of the Theoretical Computer Science - 35th National Conference, 2017

Design and Test of the Intelligent Rubber Tapping Technology Evaluation Equipment Based on Cloud Model.

Jieren Cheng, Kuanqi Cai, Boyi Liu, Xiangyan Tang

Proceedings of the Cloud Computing and Security - Third International Conference, 2017

2015

A Traffic-Congestion Detection Method for Bad Weather Based on Traffic Video.

Jieren Cheng, Boyi Liu, Xiangyan Tang

Proceedings of the Computational Intelligence and Intelligent Systems, 2015