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Junyi Chen
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2020 – today
- 2025
- [j22]Yiran Ji, Feifei Zheng, Jinhua Wen, Qifeng Li, Junyi Chen, Holger R. Maier, Hoshin V. Gupta:
An R package to partition observation data used for model development and evaluation to achieve model generalizability. Environ. Model. Softw. 183: 106238 (2025) - 2024
- [j21]Lei He, Junyi Chen, Xiucai Zhang, Jun Li, Jingquan Tian:
Longitudinal Functional Safety Analysis and Algorithm Design of Traffic Jam Pilot. IEEE Access 12: 9691-9704 (2024) - [j20]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: 107906 (2024) - [j19]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): 159-175 (2024) - [j18]Jingxu Chen, Junyi Chen, Dawei Chen, Xiuyu Shen:
Emission Control in Expressway Systems: Vehicle Emission Inventory and Policy Scenario Analysis. Syst. 12(8): 273 (2024) - [c23]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: 1110-1119 - [c22]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: 502-508 - [i13]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 abs/2403.12957 (2024) - [i12]Junyi Chen, Weicai Ye, Yifan Wang, Danpeng Chen, Di Huang, Wanli Ouyang, Guofeng Zhang, Yu Qiao, Tong He:
GigaGS: Scaling up Planar-Based 3D Gaussians for Large Scene Surface Reconstruction. CoRR abs/2409.06685 (2024) - [i11]Junyi Chen, Lu Chi, Bingyue Peng, Zehuan Yuan:
HLLM: Enhancing Sequential Recommendations via Hierarchical Large Language Models for Item and User Modeling. CoRR abs/2409.12740 (2024) - [i10]Junyi Chen, Toyotaro Suzumura:
A Prompting-Based Representation Learning Method for Recommendation with Large Language Models. CoRR abs/2409.16674 (2024) - 2023
- [j17]Junyi Chen, Yingjie Han, Xiabing Zhou, Hongying Zan, Qinglei Zhou:
LPN: Label-Enhanced Prototypical Network for Legal Judgment Prediction. Entropy 25(10): 1398 (2023) - [j16]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: 105779 (2023) - [j15]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): 1468 (2023) - [j14]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): 3963 (2023) - [j13]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): 8732 (2023) - [c21]Leyuan Liu, Junyi Chen, Zhangtao Cheng, Wenxin Tai, Fan Zhou:
Towards Trustworthy Rumor Detection with Interpretable Graph Structural Learning. CIKM 2023: 4089-4093 - [c20]Leyuan Liu, Junyi Chen, Liu Yu, Fan Zhou:
Self-Supervised Rumor Detection with Augmented Variational Graphs. GLOBECOM 2023: 363-368 - [c19]Yuewei Wu, Zhenyu Yu, Zhiqiang Zhang, Junyi Chen, Fulian Yin:
An Anomaly Detection Framework for Propagation Networks Leveraging Deep Learning. IFTC (2) 2023: 258-268 - [c18]Wei Jiang, Junyi Chen, Yining Ma, Lingtong Zhang, Naiting Zhong:
A Generation Method of Unknown Unsafe Scenarios for Autonomous Vehicles. ITSC 2023: 1920-1926 - [c17]Naiting Zhong, Junyi Chen, Yining Ma, Wei Jiang:
Decision Making for Driving Agent in Traffic Simulation via Adversarial Inverse Reinforcement Learning. ITSC 2023: 2295-2301 - [c16]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: 1152-1155 - [i9]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 abs/2306.07142 (2023) - [i8]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 abs/2308.11971 (2023) - [i7]Zhenyuan Liu, Tong Jia, Xingyu Xing, Jianfeng Wu, Junyi Chen:
Hierarchical-level rain image generative model based on GAN. CoRR abs/2309.02964 (2023) - [i6]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 abs/2311.01759 (2023) - [i5]Junyi Chen:
A Survey on Large Language Models for Personalized and Explainable Recommendations. CoRR abs/2311.12338 (2023) - 2022
- [j12]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: 128195-128206 (2022) - [j11]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): 337-350 (2022) - [j10]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): 81:1-81:15 (2022) - [j9]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): 480-498 (2022) - [c15]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: 58-66 - [c14]Ming Zhuo, Peng Yang, Junyi Chen, Leyuan Liu, Chenrui Liu:
Adaptive Optimization of Dynamic Heterogeneous Network Topologies: A Simulated Annealing Methodology. ICAIS (2) 2022: 587-612 - [c13]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: 2206-2213 - [c12]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: 586-593 - [i4]Lihao Liu, Tianyue Feng, Xingyu Xing, Junyi Chen:
LAMBDA: Covering the Solution Set of Black-Box Inequality by Search Space Quantization. CoRR abs/2203.13708 (2022) - [i3]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 abs/2211.15940 (2022) - 2021
- [j8]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) - [j7]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): 2261-2270 (2021) - [c11]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: 1346-1352 - [c10]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: 3476-3481 - [c9]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: 150-156 - 2020
- [j6]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: 100392 (2020) - [j5]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): 1445-1459 (2020) - [j4]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): 10809-10818 (2020) - [c8]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: 1972-1977
2010 – 2019
- 2019
- [j3]Meijun Duan, Hongyu Yang, Hong Liu, Junyi Chen:
A differential evolution algorithm with dual preferred learning mutation. Appl. Intell. 49(2): 605-627 (2019) - [c7]Qiaoben Bao, Hongying Zan, Peiyuan Gong, Junyi Chen, Yanghua Xiao:
Charge Prediction with Legal Attention. NLPCC (1) 2019: 447-458 - 2018
- [j2]Guan Xu, Fang Chen, Xiaotao Li, Junyi Chen:
Surface Reconstruction Adopting Laser Plane of Linear Path System Registered by Parallel Constraint. IEEE Access 6: 37035-37044 (2018) - [c6]Hongying Zan, Junyi Chen, Xiaoyu Cheng, Lingling Mu:
Construction of Word Sense Tagging Corpus. CLSW 2018: 679-690 - [c5]Junyi Chen, Suozhong Chen, Kun Yang, Chao Yang:
Land Surface Temperature Retrieval and Result Analysis Based on Landsat Imagery in Dianchi Basin. Geoinformatics 2018: 1-6 - [c4]Chao Yang, Qingquan Li, Guofeng Wu, Junyi Chen:
A Highly Efficient Method for Training Sample Selection in Remote Sensing Classification. Geoinformatics 2018: 1-5 - [i2]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 abs/1801.07548 (2018) - [i1]Weinan Huang, Junyi Chen, Lei Meng, David Lillis:
Towards an Open Science Platform for the Evaluation of Data Fusion. CoRR abs/1802.04068 (2018) - 2017
- [j1]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: 27272-27280 (2017) - 2016
- [c3]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: 353-356 - 2015
- [c2]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: 1-6 - 2012
- [c1]Siping Huang, Shuming Pan, Qirong Du, Hongyan Wang, Junyi Chen:
Cervical spine finite element modeling of a six-year-old child. BMEI 2012: 627-631
Coauthor Index
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last updated on 2024-11-04 20:41 CET by the dblp team
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