Bingyi Liu

91 papers A* 10A 2B 6C 3Journal 54Unranked 16
YearRankTypeTitle / Venue / Authors
2026 — conf
52-Hz Whale Song: An Embodied VR Experience for Exploring Misunderstanding and Empathy.
CHI Extended Abstracts
Yibo Meng, Bingyi Liu, Ruiqi Chen, Xin Chen, Yan Guan
2026 J jnl
52-Hz Whale Song: An Embodied VR Experience for Exploring Misunderstanding and Empathy.
CoRR
Yibo Meng, Bingyi Liu, Ruiqi Chen, Xin Chen, Yan Guan
2026 J jnl
A Unified Experience Replay Framework for Spiking Deep Reinforcement Learning.
IEEE Trans. Pattern Anal. Mach. Intell.
Meng Xu, Xinhong Chen, Bingyi Liu, Yi-Rong Lin, Yung-Hui Li, Jianping Wang
2026 J jnl
A novel hybrid macroscopic fundamental diagram-informed deep learning method for lane-level traffic prediction.
Inf. Fusion
Ruiyuan Jiang, Shangbo Wang, Bingyi Liu, Yuli Zhang, Pengfei Fan, Dongyao Jia
2026 A* conf
CHDP: Cooperative Hybrid Diffusion Policies for Reinforcement Learning in Parameterized Action Space.
AAAI
Bingyi Liu, Jinbo He, Haiyong Shi, Enshu Wang, Weizhen Han, Jingxiang Hao, Peixi Wang, Zhuangzhuang Zhang
2026 J jnl
CHDP: Cooperative Hybrid Diffusion Policies for Reinforcement Learning in Parameterized Action Space.
CoRR
Bingyi Liu, Jinbo He, Haiyong Shi, Enshu Wang, Weizhen Han, Jingxiang Hao, Peixi Wang, Zhuangzhuang Zhang
2026 J jnl
Collaborative Sensing and Communication for Intelligent Connected Vehicles: A Comprehensive Survey.
IEEE Commun. Surv. Tutorials
Bingyi Liu, Haiyong Shi, Dongyao Jia, Enshu Wang, Weizhen Han, Keqin Zhong, Libing Wu, Shanzhi Chen, Chunming Qiao, Jianping Wang
2026 J jnl
D3PD: Dual distillation and dynamic fusion for camera-radar 3D perception.
Pattern Recognit.
Junyin Wang, Chenghu Du, Tongao Ge, Bingyi Liu, Shengwu Xiong
2026 J jnl
From temporal thumbnail to semantics: Debiasing multi-view action recognition.
Pattern Recognit.
Wei Feng, Zixian Zhu, Wenxuan Liu, Xu Wang, Bingyi Liu, Xiaohan Yu, Xian Zhong
2026 — conf
Giving Voice to Low-Income Older Adults with T2DM: Design and Evaluation of the JTG Dietary Management System in a Carbohydrate-Centric Culture.
BIOSTEC (3)
Yibo Meng, Bingyi Liu
2026 A* conf
InfoCom: Kilobyte-Scale Communication-Efficient Collaborative Perception with Information Bottleneck.
AAAI
Quanmin Wei, Penglin Dai, Wei Li, Bingyi Liu, Xiao Wu
2026 — conf
Misty Forest VR: Turning Real ADHD Attention Patterns into Shared Momentum for Youth Collaboration.
CHI Extended Abstracts
Yibo Meng, Bingyi Liu, Ruiqi Chen, Yan Guan
2026 J jnl
Misty Forest VR: Turning Real ADHD Attention Patterns into Shared Momentum for Youth Collaboration.
CoRR
Yibo Meng, Bingyi Liu, Ruiqi Chen, Yan Guan
2026 J jnl
Noise-immune and AI-enhanced DNA storage via adaptive partition mapping of digital data.
CoRR
Zimu Li, Bingyi Liu, Lei Zhao, Qian Zhang, Yang Liu, Jun Liu, Ke Ke, Huating Kong, Xiaolei Zuo, Chunhai Fan, Fei Wang
2026 J jnl
PV-STR: An Efficient Pseudonym Verification Scheme With Spatial-Temporal Revocation in IoVs.
IEEE Trans. Mob. Comput.
Yajun Ma, Libing Wu, Enshu Wang, Bingyi Liu, Zhuangzhuang Zhang, Hangxing Wei, Jing Wang
2026 J jnl
SecChain: A Secure Stateless Sharded Blockchain via a Novel State Commitment.
IEEE Trans. Dependable Secur. Comput.
Lijuan Huo, Libing Wu, Enshu Wang, Bolong Zheng, Xing Fan, Xinhai Yan, Bingyi Liu
2026 J jnl
Send Less, Perceive More: Masked Quantized Point Cloud Communication for Loss-Tolerant Collaborative Perception.
CoRR
Sheng Xu, Enshu Wang, Hongfei Xue, Jian Teng, Bingyi Liu, Yi Zhu, Pu Wang, Libing Wu, Chunming Qiao
2025 A* conf
A Bargaining-Based Approach for Feature Trading in Vertical Federated Learning.
ICDE
Yue Cui, Liuyi Yao, Zitao Li, Yaliang Li, Keqin Zhong, Bingyi Liu, Bolin Ding, Xiaofang Zhou
2025 J jnl
A Multi-Agent Cooperative Attention Framework for Joint Control of Traffic Signal and Vehicles.
IEEE Trans. Consumer Electron.
Guozhi Yan, Zuoxiu Yang, Weizhen Han, Bingyi Liu, Kai Liu
2025 J jnl
APC: Adaptive Platoon Control Scheme for Urban Traffic Signal Intersections.
IEEE Trans. Veh. Technol.
Yijun Pu, Libing Wu, Zhuangzhuang Zhang, Xianjun Deng, Bingyi Liu, Enshu Wang, Shenghao Liu
2025 J jnl
CMRM: Collaborative Multi-Agent Reinforcement Learning for Multi-Objective Traffic Signal Control.
IEEE Trans. Consumer Electron.
Lei Nie, Dandan Qi, Bingyi Liu, Peng Li, Haizhou Bao, Heng He
2025 A* conf
CoPEFT: Fast Adaptation Framework for Multi-Agent Collaborative Perception with Parameter-Efficient Fine-Tuning.
AAAI
Quanmin Wei, Penglin Dai, Wei Li, Bingyi Liu, Xiao Wu
2025 J jnl
CoPEFT: Fast Adaptation Framework for Multi-Agent Collaborative Perception with Parameter-Efficient Fine-Tuning.
CoRR
Quanmin Wei, Penglin Dai, Wei Li, Bingyi Liu, Xiao Wu
2025 A* conf
Demo: VI-Planning: Infrastructure-Assisted Real-Time Planning Optimization for Autonomous Driving.
MobiCom
Yang Lu, Jie Wang, Xiaoyun Dong, Ziyao Huang, Bingyi Liu, Jen-Ming Wu, Jianping Wang
2025 B conf
Dual Gradient Evaluation-Based Defense Method Against Poisoning Attacks in Federated Learning.
TrustCom
Zhuangzhuang Zhang, Xinhai Yan, Libing Wu, Bingyi Liu, Enshu Wang, Jianping Wang
2025 J jnl
Efficient AGV Scheduling in Warehouses via Hierarchical Transformer Reinforcement Learning.
IEEE J. Sel. Areas Commun.
Bingyi Liu, Weizhen Han, Enshu Wang, Keqin Zhong, Libing Wu, Jianping Wang, Chunming Qiao
2025 A* conf
Enduring, Efficient and Robust Trajectory Prediction Attack in Autonomous Driving via Optimization-Driven Multi-Frame Perturbation Framework.
CVPR
Yi Yu, Weizhen Han, Libing Wu, Bingyi Liu, Enshu Wang, Zhuangzhuang Zhang
2025 A* conf
FedBAP: Backdoor Defense via Benign Adversarial Perturbation in Federated Learning.
ACM Multimedia
Xinhai Yan, Libing Wu, Zhuangzhuang Zhang, Bingyi Liu, Lijuan Huo, Jing Wang
2025 J jnl
FedBAP: Backdoor Defense via Benign Adversarial Perturbation in Federated Learning.
CoRR
Xinhai Yan, Libing Wu, Zhuangzhuang Zhang, Bingyi Liu, Lijuan Huo, Jing Wang
2025 J jnl
Future Spaceborne Oceanographic Lidar: Exploring the Effects of Large Off-Nadir Angles on Signal Dynamic Range and Depth Aliasing.
IEEE Trans. Geosci. Remote. Sens.
Peizhi Zhu, Junwu Tang, Xiaoquan Song, Xiaoye Wang, Huixin He, Mingyu Shi, Bingyi Liu, Songhua Wu, Xiaopeng Zhu, Jiqiao Liu, Keli Zhang, Lili Wang
2025 B conf
HIPS : Hierarchical Decision-Making Pathfinding Based on Social Value Orientation.
ICPADS
Haoxiang Zhao, Mengwei Li, Weizhen Han, Enshu Wang, Bingyi Liu, Libing Wu
2025 J jnl
High-Precision Inversion of the 180° Volume Scattering Function for Oceanographic Lidar: Airborne Experimental Validation.
IEEE Trans. Geosci. Remote. Sens.
Peizhi Zhu, Junwu Tang, Yan He, Xinke Hao, Xiaoye Wang, Mingyu Shi, Hongwei Zhang, Bingyi Liu, Songhua Wu, Xiaoquan Song
2025 J jnl
HybridBEV: Hybrid Encode and Distillation for Improved BEV 3D Object Detection.
IEEE Trans. Intell. Transp. Syst.
Junyin Wang, Chenghu Du, Huikai Liu, Zhenchang Xia, Bingyi Liu, Shengwu Xiong
2025 J jnl
InfoCom: Kilobyte-Scale Communication-Efficient Collaborative Perception with Information Bottleneck.
CoRR
Quanmin Wei, Penglin Dai, Wei Li, Bingyi Liu, Xiao Wu
2025 J jnl
Interpretable Chinese Fake News Detection With Chain-of-Thought and In-Context Learning.
IEEE Access
Bingyi Liu, Anqi Wang, Chengqian Xia
2025 J jnl
MATLIT: MAT-Based Cooperative Reinforcement Learning for Urban Traffic Signal Control.
IEEE Trans. Intell. Transp. Syst.
Bingyi Liu, Kaixiang Su, Enshu Wang, Weizhen Han, Libing Wu, Jianping Wang, Chunming Qiao
2025 A* conf
Poster: VI-Planning: Infrastructure-Assisted Real-Time Planning Optimization for Autonomous Driving.
MobiCom
Yang Lu, Jie Wang, Xiaoyun Dong, Ziyao Huang, Bingyi Liu, Jen-Ming Wu, Jianping Wang
2025 J jnl
Pragmatic Heterogeneous Collaborative Perception via Generative Communication Mechanism.
CoRR
Junfei Zhou, Penglin Dai, Quanmin Wei, Bingyi Liu, Xiao Wu, Jianping Wang
2025 J jnl
Secure Federated Learning for Cloud-Fog Automation: Vulnerabilities, Challenges, Solutions, and Future Directions.
IEEE Trans. Ind. Informatics
Zhuangzhuang Zhang, Libing Wu, Jiong Jin, Enshu Wang, Bingyi Liu, Qing-Long Han
2025 A* conf
Towards Lightweight Traffic Forecasting in RDMA Networks: Design and Application.
INFOCOM
Cheng Yang, Xiaoning Zhang, Bodong Yan, Sun Xu, Bingyi Liu, Jianchun Liu
2025 J jnl
Transformer-Based Generative Adversarial Network for Traffic Forecasting.
IEEE Trans. Consumer Electron.
Bingyi Liu, Lingtian Yuan, Xun Shao, Enshu Wang, Zhenchang Xia, Weizhen Han, Celimuge Wu
2025 A* conf
VI-Planning: Infrastructure-Assisted Real-Time Planning Optimization for Autonomous Driving.
MobiCom
Yang Lu, Jie Wang, Xiaoyun Dong, Ziyao Huang, Bingyi Liu, Jen-Ming Wu, Jianping Wang
2025 J jnl
mmCooper: A Multi-agent Multi-stage Communication-efficient and Collaboration-robust Cooperative Perception Framework.
CoRR
Bingyi Liu, Jian Teng, Hongfei Xue, Enshu Wang, Chuanhui Zhu, Pu Wang, Libing Wu
2024 J jnl
An Efficient Message Dissemination Scheme for Cooperative Drivings via Cooperative Hierarchical Attention Reinforcement Learning.
IEEE Trans. Mob. Comput.
Bingyi Liu, Weizhen Han, Enshu Wang, Shengwu Xiong, Chunming Qiao, Jianping Wang
2024 — conf
CHASM: Cooperative MARL-Based Approach for Efficient V2V Communication in CDSs.
SmartCity
Bingyi Liu, Haoxiang Zhao, Enshu Wang, Weizhen Han, Zhuangzhuang Zhang, Libing Wu
2024 J jnl
Cooperative Multi-Agent Reinforcement Learning Framework for Edge Intelligence-Empowered Traffic Light Control.
IEEE Trans. Consumer Electron.
Haiyong Shi, Bingyi Liu, Enshu Wang, Weizhen Han, Jinfan Wang, Shihong Cui, Libing Wu
2024 J jnl
Distributed Convex Relaxation for Heterogeneous Task Replication in Mobile Edge Computing.
IEEE Trans. Mob. Comput.
Penglin Dai, Biao Han, Xiao Wu, Huanlai Xing, Bingyi Liu, Kai Liu
2024 J jnl
Guest Editorial of the Special Section on Generative Artificial Intelligence With Applications on Consumer Electronics.
IEEE Trans. Consumer Electron.
Mingbo Zhao, Weizhi Meng, Bingyi Liu, Yimin Yang
2024 J jnl
Human-in-the-loop optimization for vehicle body lightweight design.
Adv. Eng. Informatics
Jia Hao, Ruofan Deng, Liangyue Jia, Zuoxuan Li, Reza Alizadeh, Leili Soltanisehat, Bingyi Liu, Zhibin Sun, Yiping Shao
2024 A conf
Leveraging CAVs to Improve Traffic Efficiency: An MARL-Based Approach.
ICDCS
Weizhen Han, Enshu Wang, Bingyi Liu, Zhi Liu, Xun Shao, Libing Wu, Jianping Wang
2024 J jnl
Multi-Agent Attention Double Actor-Critic Framework for Intelligent Traffic Light Control in Urban Scenarios With Hybrid Traffic.
IEEE Trans. Mob. Comput.
Bingyi Liu, Weizhen Han, Enshu Wang, Shengwu Xiong, Libing Wu, Qian Wang, Jianping Wang, Chunming Qiao
2024 B conf
Multi-Agent Reinforcement Learning Based Resource Allocation for Efficient Message Dissemination in C-V2X Networks.
IWQoS
Bingyi Liu, Jingxiang Hao, Enshu Wang, Dongyao Jia, Weizhen Han, Libing Wu, Shengwu Xiong
2024 J jnl
Research Progress on Router Devices for the OAM Optical Communication.
Sensors
Binbin Wang, Xizheng Zhang, Jinlong Tian, Badreddine Merabet, Zhixiang Li, Syed Afaq Ali Shah, Yi Lei, Bingyi Liu, Kai Guo, Zhongyi Guo
2024 — conf
Towards Efficient Task Offloading in Disaster Areas: a Constrained RL-based Approach.
ICT-DM
Yupeng Wang, Jinbo He, Haiyong Shi, Weizhen Han, Bingyi Liu
2023 — conf
A Vehicle Density Prediction Based Routing Protocol for Green VANET Powered by VFC.
ICC
Bingyi Liu, Yang Lu, Weizhen Han, Xun Shao, Weiyang Chen
2023 J jnl
A novel framework for message dissemination with consideration of destination prediction in VFC.
Neural Comput. Appl.
Bingyi Liu, Ze Wang, Jing Qin, Yi Jiang, Xinhai Chen, Enshu Wang, Shengwu Xiong
2023 — conf
An Adaptive Clustering Approach for Efficient Data Dissemination in IoV.
NCAA (2)
Weiyang Chen, Yuhao Liu, Yang Lu, Weizhen Han, Bingyi Liu
2023 J jnl
Collaborative Intelligence Enabled Routing in Green IoV: A Grid and Vehicle Density Prediction-Based Protocol.
IEEE Trans. Green Commun. Netw.
Bingyi Liu, Yang Sheng, Xun Shao, Yusheng Ji, Weizhen Han, Enshu Wang, Shengwu Xiong
2023 J jnl
Double Graph Attention Actor-Critic Framework for Urban Bus-Pooling System.
IEEE Trans. Intell. Transp. Syst.
Enshu Wang, Bingyi Liu, Songrong Lin, Feng Shen, Tianyu Bao, Jun Zhang, Jianping Wang, Adel W. Sadek, Chunming Qiao
2023 — conf
Dynamic Path Planning Based on Traffic Flow Prediction and Traffic Light Status.
ICA3PP (1)
Weiyang Chen, Bingyi Liu, Weizhen Han, Gaolei Li, Bin Song
2023 B conf
EVPRT: A MARL-Based Approach for Efficient Passage of Emergency Vehicles in Urban Vehicular Networks.
GLOBECOM
Bingyi Liu, Wei Peng, Jipeng Liu, Weizhen Han, Enshu Wang
2023 — conf
Empirical Study and Signal Intensity Prediction for Cellular Vehicle-to-Everything (C-V2X).
VTC Fall
Yang Lu, Yifan Zhang, Tuo Shi, Jianping Wang, Jen-Ming Wu, Bingyi Liu
2022 J jnl
A Novel V2V-Based Temporary Warning Network for Safety Message Dissemination in Urban Environments.
IEEE Internet Things J.
Bingyi Liu, Weizhen Han, Wei Jiang, Dongyao Jia, Enshu Wang, Jianping Wang, Chunming Qiao
2022 J jnl
A Region-Based Collaborative Management Scheme for Dynamic Clustering in Green VANET.
IEEE Trans. Green Commun. Netw.
Bingyi Liu, Zhipeng Fang, Wei Wang, Xun Shao, Wei Wei, Dongyao Jia, Enshu Wang, Shengwu Xiong
2022 C conf
A Vehicle Distribution Prediction Based Routing Protocol in Large-Scale Urban VANET.
CSCWD
Yang Sheng, Weizhen Han, Zhipeng Fang, Bingyi Liu
2022 J jnl
CPA-MAC: A Collision Prediction and Avoidance MAC for Safety Message Dissemination in MEC-Assisted VANETs.
IEEE Trans. Netw. Sci. Eng.
Bingyi Liu, Dongxiao Deng, Wenbi Rao, Enshu Wang, Shengwu Xiong, Dongyao Jia, Jianping Wang, Chunming Qiao
2022 — conf
Two-Stream 3D MobileNetV3 for Pedestrians Intent Prediction Based on Monocular Camera.
NCAA (2)
Yi Jiang, Weizhen Han, Luyao Ye, Yang Lu, Bingyi Liu
2021 — conf
A Grid and Vehicle Density Prediction-Based Communication Scheme in Large-scale Urban Environments.
ICT-DM
Bingyi Liu, Yang Sheng, Xun Shao, Yusheng Ji
2021 J jnl
A Region-based Collaborative Management Scheme for Dynamic Clustering in Green VANET.
CoRR
Bingyi Liu, Zhipeng Fang, Wei Wang, Xun Shao, Wei Wei, Dongyao Jia, Enshu Wang, Shengwu Xiong
2021 — conf
A Traffic Light Control System Based on Reinforcement Learning and Adaptive Timing.
NCAA
Pengchun Wu, Bin Song, Xinhai Chen, Bingyi Liu
2021 A conf
An Efficient Message Dissemination Scheme for Cooperative Drivings via Multi-Agent Hierarchical Attention Reinforcement Learning.
ICDCS
Bingyi Liu, Weizhen Han, Enshu Wang, Xin Ma, Shengwu Xiong, Chunming Qiao, Jianping Wang
2021 J jnl
Small Angle Scattering Intensity Measurement by an Improved Ocean Scheimpflug Lidar System.
Remote. Sens.
Hongwei Zhang, Yuanshuai Zhang, Ziwang Li, Bingyi Liu, Bin Yin, Songhua Wu
2020 — conf
A Novel Collision-Avoidance TDMA MAC Protocol for Fog-Assisted VCNs.
NCAA
Bingyi Liu, Jing Qin, Dongxiao Deng, Ze Wang, Shengwu Xiong, Luyao Ye
2020 — conf
A Novel Safety Message Dissemination for Region of Interest Coverage Using Vehicle Trajectory.
VTC Fall
Bingyi Liu, Wei Jiang, Zhipeng Fang, Dongyao Jia, Shengwu Xiong, Enshu Wang, Jianping Wang
2020 J jnl
Multigranularity Space Management Scheme for Accelerating the Write Performance of In-Memory File Systems.
IEEE Syst. J.
Ting Wu, Kai Liu, Chunhua Xiao, Bingyi Liu, Qingfeng Zhuge, Edwin H.-M. Sha
2020 — conf
Smart Sensing for Container Trucks.
BigCom
Chengyuan Xu, Bin Zhao, Rongwei Yang, Bingyi Liu, Jianping Wang, Jinfan Wang
2020 B conf
TA-MAC: A Traffic-Aware TDMA MAC Protocol for Safety Message Dissemination in MEC-assisted VANETs.
ICCCN
Dongxiao Deng, Wenbi Rao, Bingyi Liu, Dongyao Jia, Yang Sheng, Jianping Wang, Shengwu Xiong
2020 B conf
Towards Reliable Message Dissemination for Multiple Cooperative Drivings: A Hybrid Approach.
ICCCN
Bingyi Liu, Chunli Yu, Weizhen Han, Dongyao Jia, Jianping Wang, Enshu Wang, Kejie Lu
2019 J jnl
A Hierarchical Architecture for the Future Internet of Vehicles.
IEEE Commun. Mag.
Kai Liu, Xincao Xu, Mengliang Chen, Bingyi Liu, Libing Wu, Victor C. S. Lee
2019 J jnl
An Efficient Privacy-Preserving Mutual Authentication Scheme for Secure V2V Communication in Vehicular Ad Hoc Network.
IEEE Access
Libing Wu, Qianqian Sun, Xinpei Wang, Jing Wang, Shui Yu, Yifei Zou, Bingyi Liu, Zike Zhu
2019 J jnl
Start from Scratch: A Crowdsourcing-Based Data Fusion Approach to Support Location-Aware Applications.
Sensors
Yonghang Jiang, Bingyi Liu, Ze Wang, Xiaoquan Yi
2018 J jnl
A novel cross-layer communication protocol for vehicular sensor networks.
Int. J. Commun. Syst.
Tong Wang, Yunfeng Wang, Bingyi Liu, Xibo Wang, Jianfeng Zhang, Azhar Hussain, Peng Wang, Yue Cao
2017 J jnl
A Joint Control-Communication Design for Reliable Vehicle Platooning in Hybrid Traffic.
IEEE Trans. Veh. Technol.
Bingyi Liu, Dongyao Jia, Kejie Lu, Dong Ngoduy, Jianping Wang, Libing Wu
2017 J jnl
Cloud-Assisted Safety Message Dissemination in VANET-Cellular Heterogeneous Wireless Network.
IEEE Syst. J.
Bingyi Liu, Dongyao Jia, Jianping Wang, Kejie Lu, Libing Wu
2017 J jnl
Infrastructure-Assisted Message Dissemination for Supporting Heterogeneous Driving Patterns.
IEEE Trans. Intell. Transp. Syst.
Bingyi Liu, Dongyao Jia, Kejie Lu, Haibo Chen, Rongwei Yang, Jianping Wang, Yvonne Barnard, Libing Wu
2017 — conf
Message dissemination scheduling for multiple cooperative drivings.
INFOCOM Workshops
Dongyao Jia, Bingyi Liu, Haibo Chen, Jingyuan Fan, Chunming Qiao, Jianping Wang, Libing Wu
2017 J jnl
Power load forecasting by wavelet least squares support vector machine with improved fruit fly optimization algorithm.
J. Comb. Optim.
Dongxiao Niu, Tiannan Ma, Bingyi Liu
2016 J jnl
Fault-tolerant multi-path routing protocol for WSN based on HEED.
Int. J. Sens. Networks
Yucai Zhou, Xinhua Wang, Tong Wang, Bingyi Liu, Weixin Sun
2014 C conf
Tacked Link List - An Improved Linked List for Advance Resource Reservation.
NPC
Libing Wu, Jing Fan, Lei Nie, Bingyi Liu
2013 J jnl
Fraunhofer Lidar Prototype in the Green Spectral Region for Atmospheric Boundary Layer Observations.
Remote. Sens.
Songhua Wu, Xiaoquan Song, Bingyi Liu
2013 C conf
Research on the RRB+ Tree for Resource Reservation.
NPC
Libing Wu, Ping Dang, Lei Nei, Jianqun Cui, Bingyi Liu