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Junchi Bin

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2020 – today

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2024
[j11]
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  - journals/inffus/BinRL24
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Junchi Bin, Shane Rogers, Zheng Liu:
Vision Fourier transformer empowered multi-modal imaging system for ethane leakage detection. Inf. Fusion 106: 102266 (2024)
2023
[j10]
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  - journals/inffus/BinGLLL23
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Junchi Bin, Bryan Gardiner, Huan Liu, Eric Li, Zheng Liu:
RHPMF: A context-aware matrix factorization approach for understanding regional real estate market. Inf. Fusion 94: 229-242 (2023)
[j9]
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Junchi Bin, Heqing Zhang, Zhila Bahrami, Ran Zhang, Huan Liu, Erik Blasch, Zheng Liu:
The registration of visible and thermal images through multi-objective optimization. Inf. Fusion 95: 186-198 (2023)
[j8]
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  - journals/tetci/BinBRDRL23
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Junchi Bin, Zhila Bahrami, Choudhury A. Rahman, Shan Du, Shane Rogers, Zheng Liu:
Foreground Fusion-Based Liquefied Natural Gas Leak Detection Framework From Surveillance Thermal Imaging. IEEE Trans. Emerg. Top. Comput. Intell. 7(4): 1151-1162 (2023)
[c7]
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  - conf/aaai/CaoFB023
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Yue Cao, Yanshuo Fan, Junchi Bin, Zheng Liu:
Lightweight Transformer for Multi-Modal Object Detection (Student Abstract). AAAI 2023: 16172-16173
[c6]
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  - conf/cvpr/CaoBHBL23
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Yue Cao, Junchi Bin, Jozsef Hamari, Erik Blasch, Zheng Liu:
Multimodal Object Detection by Channel Switching and Spatial Attention. CVPR Workshops 2023: 403-411
2022
[j7]
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  - journals/sensors/BinZWCZBL22
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Junchi Bin, Ran Zhang, Rui Wang, Yue Cao, Yufeng Zheng, Erik Blasch, Zheng Liu:
An Efficient and Uncertainty-Aware Decision Support System for Disaster Response Using Aerial Imagery. Sensors 22(19): 7167 (2022)
[c5]
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  - conf/aaai/BinRRD022
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Junchi Bin, Choudhury A. Rahman, Shane Rogers, Shan Du, Zheng Liu:
A Multimodal Fusion-Based LNG Detection for Monitoring Energy Facilities (Student Abstract). AAAI 2022: 12917-12918
[c4]
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  - conf/icccm/BinZH022
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Junchi Bin, Ran Zhang, Kasun Hewage, Zheng Liu:
AutoFuse: An Iterative Visible-Infrared Image Fusion Framework Based on Wavelet Autoencoder. ICCCM 2022: 91-96
2021
[j6]
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  - journals/tii/BinRR021
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Junchi Bin, Choudhury A. Rahman, Shane Rogers, Zheng Liu:
Tensor-Based Approach for Liquefied Natural Gas Leakage Detection From Surveillance Thermal Cameras: A Feasibility Study in Rural Areas. IEEE Trans. Ind. Informatics 17(12): 8122-8130 (2021)
[j5]
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  - journals/tim/LiuBLDLMB21
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Huan Liu, Junchi Bin, Yihao Liu, Haobin Dong, Zheng Liu, Nezih Mrad, Erik Blasch:
SGCast: A New Forecasting Framework for Multilocation Geomagnetic Data With Missing Traces Based on Matrix Factorization. IEEE Trans. Instrum. Meas. 70: 1-11 (2021)
[j4]
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  - journals/tim/ZhaoJBWL21
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Xiaoli Zhao, Minping Jia, Junchi Bin, Teng Wang, Zheng Liu:
Multiple-Order Graphical Deep Extreme Learning Machine for Unsupervised Fault Diagnosis of Rolling Bearing. IEEE Trans. Instrum. Meas. 70: 1-12 (2021)
[c3]
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  - conf/ncaa/LiuBL21
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Xiangrui Liu, Junchi Bin, Huakang Li:
Cross Languages One-Versus-All Speech Emotion Classifier. NCAA 2021: 197-210
[i1]
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  - journals/corr/abs-2111-02001
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Erik Blasch, Junchi Bin, Zheng Liu:
Certifiable Artificial Intelligence Through Data Fusion. CoRR abs/2111.02001 (2021)
2020
[j3]
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  - journals/ijon/BinGLL20
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Junchi Bin, Bryan Gardiner, Eric Li, Zheng Liu:
Multi-source urban data fusion for property value assessment: A case study in Philadelphia. Neurocomputing 404: 70-83 (2020)
[c2]
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  - conf/ieeesensors/BinK020
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Junchi Bin, Meng Kang, Zheng Liu:
GPU-Accelerated Tensor Decomposition for Moving Object Detection from Multimodal Imaging. IEEE SENSORS 2020: 1-4

2010 – 2019

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2019
[j2]
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  - journals/mta/BinGLL19
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Junchi Bin, Bryan Gardiner, Zheng Liu, Eric Li:
Attention-based multi-modal fusion for improved real estate appraisal: a case study in Los Angeles. Multim. Tools Appl. 78(22): 31163-31184 (2019)
[j1]
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  - journals/tgrs/0002LLLBSD19
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Huan Liu, Zheng Liu, Shuo Liu, Yihao Liu, Junchi Bin, Fang Shi, Haobin Dong:
A Nonlinear Regression Application via Machine Learning Techniques for Geomagnetic Data Reconstruction Processing. IEEE Trans. Geosci. Remote. Sens. 57(1): 128-140 (2019)
2018
[c1]
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  - conf/i2mtc/ZhangBL18
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Chengkai Zhang, Junchi Bin, Zheng Liu:
Wind turbine ice assessment through inductive transfer learning. I2MTC 2018: 1-6

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