Junyi Chen

Publication Activity (10 Years)

Years Active: 2012-2024
Publications (10 Years): 51

Top Topics

Autonomous Vehicles

Generation Method

Top Venues

Publications

Xianglong He, Junyi Chen, Sida Peng, Di Huang, Yangguang Li, Xiaoshui Huang, Chun Yuan, Wanli Ouyang, Tong He
GVGEN: Text-to-3D Generation with Volumetric Representation. CoRR (2024)
Shichao Ma, Junyi Chen, Joshua W. K. Ho
An edge-device-compatible algorithm for valvular heart diseases screening using phonocardiogram signals with a lightweight convolutional neural network and self-supervised learning. Comput. Methods Programs Biomed. 243 (2024)
Junyi Chen, Longteng Guo, Jia Sun, Shuai Shao, Zehuan Yuan, Liang Lin, Dongyu Zhang
EVE: Efficient Vision-Language Pre-training with Masked Prediction and Modality-Aware MoE. AAAI (2024)
Yujin Wang, Zhaoyan Huang, Quanfeng Liu, Yutong Zheng, Jinlong Hong, Junyi Chen, Lu Xiong, Bingzhao Gao, Hong Chen
Drive as Veteran: Fine-tuning of an Onboard Large Language Model for Highway Autonomous Driving. IV (2024)
Junyi Chen, Buqing Cao, Zhenlian Peng, Ziming Xie, Shanpeng Liu, Qian Peng
TN-MR: topic-aware neural network-based mobile application recommendation. Int. J. Web Inf. Syst. 20 (2) (2024)
Lei He, Junyi Chen, Xiucai Zhang, Jun Li, Jingquan Tian
Longitudinal Functional Safety Analysis and Algorithm Design of Traffic Jam Pilot. IEEE Access 12 (2024)
Naiting Zhong, Junyi Chen, Yining Ma, Wei Jiang
Decision Making for Driving Agent in Traffic Simulation via Adversarial Inverse Reinforcement Learning. ITSC (2023)
Zhihao Zhang, Siwen Luo, Junyi Chen, Sijia Lai, Siqu Long, Hyunsuk Chung, Soyeon Caren Han
PiggyBack: Pretrained Visual Question Answering Environment for Backing up Non-deep Learning Professionals. WSDM (2023)
Xiucai Zhang, Lei He, Junyi Chen, Baoyun Wang, Yuhai Wang, Yuanle Zhou
Multiattention Mechanism 3D Object Detection Algorithm Based on RGB and LiDAR Fusion for Intelligent Driving. Sensors 23 (21) (2023)
Junyi Chen, Longteng Guo, Jia Sun, Shuai Shao, Zehuan Yuan, Liang Lin, Dongyu Zhang
EVE: Efficient Vision-Language Pre-training with Masked Prediction and Modality-Aware MoE. CoRR (2023)
Leyuan Liu, Junyi Chen, Liu Yu, Fan Zhou
Self-Supervised Rumor Detection with Augmented Variational Graphs. GLOBECOM (2023)
Junyi Chen, Yingjie Han, Xiabing Zhou, Hongying Zan, Qinglei Zhou
LPN: Label-Enhanced Prototypical Network for Legal Judgment Prediction. Entropy 25 (10) (2023)
Weile Li, Junyi Chen, Huiyan Lu, Congwei Yu, Yunfeng Shan, Zhigang Li, Xiujun Dong, Qiang Xu
Analysis of Seismic Impact on Hailuogou Glacier after the 2022 Luding Ms 6.8 Earthquake, China, Using SAR Offset Tracking Technology. Remote. Sens. 15 (5) (2023)
Junyi Chen
A Survey on Large Language Models for Personalized and Explainable Recommendations. CoRR (2023)
Yanyun Shen, Di Liu, Junyi Chen, Zhipan Wang, Zhe Wang, Qingling Zhang
On-Board Multi-Class Geospatial Object Detection Based on Convolutional Neural Network for High Resolution Remote Sensing Images. Remote. Sens. 15 (16) (2023)
Jianlei Yang, Jiacheng Liao, Fanding Lei, Meichen Liu, Junyi Chen, Lingkun Long, Han Wan, Bei Yu, Weisheng Zhao
TinyFormer: Efficient Transformer Design and Deployment on Tiny Devices. CoRR (2023)
Yuewei Wu, Zhenyu Yu, Zhiqiang Zhang, Junyi Chen, Fulian Yin
An Anomaly Detection Framework for Propagation Networks Leveraging Deep Learning. IFTC (2) (2023)
Leyuan Liu, Junyi Chen, Zhangtao Cheng, Wenxin Tai, Fan Zhou
Towards Trustworthy Rumor Detection with Interpretable Graph Structural Learning. CIKM (2023)
Holger R. Maier, Feifei Zheng, Hoshin V. Gupta, Junyi Chen, Juliane Mai, Dragan A. Savic, Ralf Loritz, Wenyan Wu, Danlu Guo, Andrew Bennett, Anthony J. Jakeman, Saman Razavi, Jianshi Zhao
On how data are partitioned in model development and evaluation: Confronting the elephant in the room to enhance model generalization. Environ. Model. Softw. 167 (2023)
Yining Ma, Wei Jiang, Lingtong Zhang, Junyi Chen, Hong Wang, Chen Lv, Xuesong Wang, Lu Xiong
Evolving Testing Scenario Generation Method and Intelligence Evaluation Framework for Automated Vehicles. CoRR (2023)
Wei Jiang, Junyi Chen, Yining Ma, Lingtong Zhang, Naiting Zhong
A Generation Method of Unknown Unsafe Scenarios for Autonomous Vehicles. ITSC (2023)
Zhenyuan Liu, Tong Jia, Xingyu Xing, Jianfeng Wu, Junyi Chen
Hierarchical-level rain image generative model based on GAN. CoRR (2023)
Yining Ma, Chen Sun, Junyi Chen, Dongpu Cao, Lu Xiong
Verification and Validation Methods for Decision-Making and Planning of Automated Vehicles: A Review. IEEE Trans. Intell. Veh. 7 (3) (2022)
Zhihao Zhang, Siwen Luo, Junyi Chen, Sijia Lai, Siqu Long, Hyunsuk Chung, Soyeon Caren Han
PiggyBack: Pretrained Visual Question Answering Environment for Backing up Non-deep Learning Professionals. CoRR (2022)
Liang He, Junru Zhang, Suozhong Chen, Manqing Hou, Junyi Chen
Three-dimensional hydrogeological modeling method and application based on TIN-GTP-TEN. Earth Sci. Informatics 15 (1) (2022)
Junyi Chen, Lan Du, Ming Liu, Xiabing Zhou
Mulan: A Multiple Residual Article-Wise Attention Network for Legal Judgment Prediction. ACM Trans. Asian Low Resour. Lang. Inf. Process. 21 (4) (2022)
Wei Jiang, Xingyu Xing, An Huang, Junyi Chen
Research on Performance Limitations of Visual-based Perception System for Autonomous Vehicle under Severe Weather Conditions. IV (2022)
Yingjie Han, Yuke Wang, Junyi Chen, Ailian Cao, Hongying Zan
BBAE: A Method for Few-Shot Charge Prediction with Data Augmentation and Neural Network. CLSW (2) (2022)
Xinzheng Wu, Xingyu Xing, Junyi Chen, Yong Shen, Lu Xiong
Risk Assessment Method for Driving Scenarios of Autonomous Vehicles Based on Drivable Area. ITSC (2022)
Lihao Liu, Tianyue Feng, Xingyu Xing, Junyi Chen
LAMBDA: Covering the Solution Set of Black-Box Inequality by Search Space Quantization. CoRR (2022)
Ming Zhuo, Peng Yang, Junyi Chen, Leyuan Liu, Chenrui Liu
Adaptive Optimization of Dynamic Heterogeneous Network Topologies: A Simulated Annealing Methodology. ICAIS (2) (2022)
Yahui Jin, Murong Jiang, Lei Yang, Sizhong Zou, Linhao Deng, Junyi Chen
Solar Speckle Image Deblurring With Deep Prior Constraint Based on Regularization. IEEE Access 10 (2022)
Yining Ma, Shiyao Song, Lingtong Zhang, Lu Xiong, Junyi Chen
Lane Change Analysis and Prediction Using Mean Impact Value Method and Logistic Regression Model. ITSC (2021)
Junyi Chen, Junhui Hou, Ka-Chun Wong
Categorical Matrix Completion With Active Learning for High-Throughput Screening. IEEE ACM Trans. Comput. Biol. Bioinform. 18 (6) (2021)
Xingyu Xing, Tangrui Zhou, Junyi Chen, Lu Xiong, Zhuoping Yu
A Hazard Analysis Approach based on STPA and Finite State Machine for Autonomous Vehicles. IV (2021)
Lingtong Zhang, Yining Ma, Xingyu Xing, Lu Xiong, Junyi Chen
Research on the Complexity Quantification Method of Driving Scenarios Based on Information Entropy. ITSC (2021)
Junyi Chen, Ka-Chun Wong
RNCE: network integration with reciprocal neighbors contextual encoding for multi-modal drug community study on cancer targets. Briefings Bioinform. 22 (3) (2021)
Junyi Chen, Shan Wang, Tangrui Zhou, Lu Xiong, Xingyu Xing
Study on Safety Analysis Method for Take-over System of Autonomous Vehicles**Research supported by the National Key Research and Development Program of China (Grant No. 2018YFB0105101; 2018YFB0105103). IV (2020)
Liang He, Suozhong Chen, Ying Liang, Manqin Hou, Junyi Chen
Infilling the missing values of groundwater level using time and space series: case of Nantong City, east coast of China. Earth Sci. Informatics 13 (4) (2020)
Chenzhou Cui, Yihan Tao, Changhua Li, Dongwei Fan, Jian Xiao, Boliang He, Shanshan Li, Ce Yu, Linying Mi, Yunfei Xu, Jun Han, Sisi Yang, Yongheng Zhao, Yanjie Xue, Jinxin Hao, Liang Liu, Xiao Chen, Junyi Chen, Hailong Zhang
Towards an astronomical science platform: Experiences and lessons learned from Chinese Virtual Observatory. Astron. Comput. 32 (2020)
Junyi Chen, Shankai Yan, Ka-Chun Wong
Verbal aggression detection on Twitter comments: convolutional neural network for short-text sentiment analysis. Neural Comput. Appl. 32 (15) (2020)
Meijun Duan, Hongyu Yang, Hong Liu, Junyi Chen
A differential evolution algorithm with dual preferred learning mutation. Appl. Intell. 49 (2) (2019)
Qiaoben Bao, Hongying Zan, Peiyuan Gong, Junyi Chen, Yanghua Xiao
Charge Prediction with Legal Attention. NLPCC (1) (2019)
Hongying Zan, Junyi Chen, Xiaoyu Cheng, Lingling Mu
Construction of Word Sense Tagging Corpus. CLSW (2018)
Guan Xu, Fang Chen, Xiaotao Li, Junyi Chen
Surface Reconstruction Adopting Laser Plane of Linear Path System Registered by Parallel Constraint. IEEE Access 6 (2018)
Chao Yang, Qingquan Li, Guofeng Wu, Junyi Chen
A Highly Efficient Method for Training Sample Selection in Remote Sensing Classification. Geoinformatics (2018)
Weinan Huang, Junyi Chen, Lei Meng, David Lillis
Towards an Open Science Platform for the Evaluation of Data Fusion. CoRR (2018)
Junyi Chen, Suozhong Chen, Kun Yang, Chao Yang
Land Surface Temperature Retrieval and Result Analysis Based on Landsat Imagery in Dianchi Basin. Geoinformatics (2018)
Changhua Li, Chenzhou Cui, Boliang He, Dongwei Fan, Linying Mi, Shanshan Li, Sisi Yang, Yunfei Xu, Jun Han, Junyi Chen, Hailong Zhang, Ce Yu, Jian Xiao, Chuanjun Wang, Zihuang Cao, Yufeng Fan, Liang Liu, Xiao Chen, Wenming Song, Kangyu Du
A hybrid architecture for astronomical computing. CoRR (2018)
Guan Xu, Junyi Chen, Xiaotao Li
3-D Reconstruction of Binocular Vision Using Distance Objective Generated From Two Pairs of Skew Projection Lines. IEEE Access 5 (2017)
Changhua Li, Chenzhou Cui, Linying Mi, Boliang He, Dongwei Fan, Shanshan Li, Sisi Yang, Yunfei Xu, Jun Han, Junyi Chen, Hailong Zhang, Ce Yu, Jian Xiao, Chuanjun Wang, Zihuang Cao, Yufeng Fan, Liang Liu, Xiao Chen, Wenming Song, Kangyu Du
Design and Implement of Astronomical Cloud Computing Environment In China-VO. Astroinformatics (2016)
Junyi Chen, Kun Yang, Yanhui Zhu, Fei Su
Analysis of the relationship between land surface temperature and land cover types - A case study of Dianchi Basin. Geoinformatics (2015)
Siping Huang, Shuming Pan, Qirong Du, Hongyan Wang, Junyi Chen
Cervical spine finite element modeling of a six-year-old child. BMEI (2012)