Qingliang Li

Changchun Normal University - College of Computer Science and Technology

SCHOLARLY PAPERS

15

DOWNLOADS

673

TOTAL CITATIONS

2

Scholarly Papers (15)

Camera-Aware Re-Identification Feature for Multi-Target Multi-Camera Tracking

Number of pages: 24 Posted: 09 Aug 2023
Jinlong Zhu, Qingliang Li, Changbo Gao, Yu Ge and Ke Xu
Changchun Normal University, Changchun Normal University - College of Computer Science and Technology, Changchun Normal University, Changchun Normal University and Changchun Normal University
Downloads 68 (741,245)

Abstract:

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Camera-aware re-identification, Camera position Embedding, Camera Equalisation sampling

Camera-Aware Re-Identification Feature for Multi-Target Multi-Camera Tracking

Number of pages: 14 Posted: 06 Sep 2023
Jinlong Zhu, Qingliang Li, Changbo Gao, Yu Ge and Ke Xu
Changchun Normal University, Changchun Normal University - College of Computer Science and Technology, Changchun Normal University, Changchun Normal University and Changchun Normal University
Downloads 19 (1,213,433)

Abstract:

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Camera-aware re-identification, Camera position Embedding, Camera Equalization sampling

Physical Process-Based Attention Encoder-Decoder Lstm Model to Improve Global Soil Moisture Prediction

Number of pages: 52 Posted: 03 Sep 2024
Changchun Normal University - College of Computer Science and Technology, Changchun Normal University, Changchun Normal University, Southern Marine Science and Engineering Guangdong Laboratory - Zhuhai, Southern Marine Science and Engineering Guangdong Laboratory - Zhuhai, Southern Marine Science and Engineering Guangdong Laboratory - Zhuhai, Southern Marine Science and Engineering Guangdong Laboratory - Zhuhai, Changchun Normal University, Changchun Normal University, Changchun Normal University, Changchun Normal University and Southern Marine Science and Engineering Guangdong Laboratory - Zhuhai
Downloads 50 (870,027)

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Attention-Enhanced Encoder-Decoder model, Physical Model Features in DL, Soil Moisture Prediction

Physical Process-Based Attention Encoder-Decoder Lstm Model to Improve Global Soil Moisture Prediction

Number of pages: 51 Posted: 01 Jun 2024
Changchun Normal University - College of Computer Science and Technology, Changchun Normal University, Changchun Normal University, Southern Marine Science and Engineering Guangdong Laboratory - Zhuhai, Southern Marine Science and Engineering Guangdong Laboratory - Zhuhai, Southern Marine Science and Engineering Guangdong Laboratory - Zhuhai, Changchun Normal University, Changchun Normal University and Changchun Normal University
Downloads 24 (1,146,524)

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Keywords: Deep learning, LSTM, HBV, Soil moisture

3.

Landbench 1.0: A Benchmark Dataset and Evaluation Metrics for Data-Driven Land Surface Variables Prediction

Number of pages: 29 Posted: 10 Apr 2023
Changchun Normal University - College of Computer Science and Technology, Changchun Normal University, Southern Marine Science and Engineering Guangdong Laboratory - Zhuhai, Southern Marine Science and Engineering Guangdong Laboratory - Zhuhai, Southern Marine Science and Engineering Guangdong Laboratory - Zhuhai, Changchun Normal University, Southern Marine Science and Engineering Guangdong Laboratory - Zhuhai, Changchun Normal University - College of Computer Science and Technology, Changchun Normal University, Jilin University (JLU) - College of Computer Science and Technology and Southern Marine Science and Engineering Guangdong Laboratory - Zhuhai
Downloads 69 (723,435)

Abstract:

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4.

Enhancing Soil Mapping with a Transfer Learning Approach Without External Data Inputs

Number of pages: 43 Posted: 29 Dec 2023
Changchun Normal University - College of Computer Science and Technology, affiliation not provided to SSRN, Southern Marine Science and Engineering Guangdong Laboratory - Zhuhai, Changchun Normal University, Southern Marine Science and Engineering Guangdong Laboratory - Zhuhai, affiliation not provided to SSRN, affiliation not provided to SSRN, affiliation not provided to SSRN, affiliation not provided to SSRN and Southern Marine Science and Engineering Guangdong Laboratory - Zhuhai
Downloads 65 (746,811)

Abstract:

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transfer learning, soil organic carbon, digital soil mapping, deep learning

5.

Beyond Prediction: An Integrated Post–Hoc Approach to Interpret Complex Model in Hydrometeorology

Number of pages: 59 Posted: 20 Jul 2022
Feini Huang, Wei Shangguan, Qingliang Li, Lu Li and Ye Zhang
affiliation not provided to SSRN, Southern Marine Science and Engineering Guangdong Laboratory - Zhuhai, Changchun Normal University - College of Computer Science and Technology, affiliation not provided to SSRN and affiliation not provided to SSRN
Downloads 65 (746,811)
Citation 1

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Interpretability, Hydrometeorological Forecast, machine learning, Feature Effects, explainable artificial intelligence

6.

A Novel Depth-Transfer Deep Learning Method for Soil Mapping

Number of pages: 33 Posted: 01 Sep 2022
Changchun Normal University - College of Computer Science and Technology, affiliation not provided to SSRN, Southern Marine Science and Engineering Guangdong Laboratory - Zhuhai, Changchun Normal University, Southern Marine Science and Engineering Guangdong Laboratory - Zhuhai, affiliation not provided to SSRN, affiliation not provided to SSRN, affiliation not provided to SSRN, affiliation not provided to SSRN, affiliation not provided to SSRN and Southern Marine Science and Engineering Guangdong Laboratory - Zhuhai
Downloads 61 (772,108)

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transfer learning, soil mapping, soil depth, soil organic carbon, vertical variation

Improving Global Soil Moisture Prediction Based on Meta-Learning Model Leveraging Köppen-Geiger Climate Classification

Number of pages: 42 Posted: 09 May 2024
Changchun Normal University - College of Computer Science and Technology, Changchun Normal University, Changchun Normal University, Southern Marine Science and Engineering Guangdong Laboratory - Zhuhai, Southern Marine Science and Engineering Guangdong Laboratory - Zhuhai, Southern Marine Science and Engineering Guangdong Laboratory - Zhuhai, Jilin University (JLU) - College of Computer Science and Technology and Southern Marine Science and Engineering Guangdong Laboratory - Zhuhai
Downloads 28 (1,095,775)

Abstract:

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Soil moisture, Meta-learning, Deep Learning, LSTM

Improving Global Soil Moisture Prediction Based on Meta-Learning Model Leveraging Köppen-Geiger Climate Classification

Number of pages: 42 Posted: 11 Jun 2024
Changchun Normal University - College of Computer Science and Technology, Changchun Normal University, Changchun Normal University, Southern Marine Science and Engineering Guangdong Laboratory - Zhuhai, Southern Marine Science and Engineering Guangdong Laboratory - Zhuhai, Southern Marine Science and Engineering Guangdong Laboratory - Zhuhai, Jilin University (JLU) - College of Computer Science and Technology and Southern Marine Science and Engineering Guangdong Laboratory - Zhuhai
Downloads 25 (1,133,542)

Abstract:

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Soil moisture, Meta-learning, Deep learning, LSTM

8.

Dynamic Sampling Strategy for Multi-Target Re-Identification and Multi-Camera Tracking

Number of pages: 20 Posted: 20 Jan 2025
Jinlong Zhu, Wanping Yang, Qingliang Li and Yuguang Yan
Changchun Normal University, Changchun Normal University, Changchun Normal University - College of Computer Science and Technology and Changchun Normal University
Downloads 35 (988,971)

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Dynamic sampling, Multi-Target Re-Identification, Statistical stability, Sampling strategy

9.

Reducing Location Error of Legacy Soil Profiles Leads to Significant Improvement in Digital Soil Mapping

Number of pages: 29 Posted: 24 Nov 2023
Sun Yat-sen University (SYSU), Southern Marine Science and Engineering Guangdong Laboratory - Zhuhai, affiliation not provided to SSRN, Changchun Normal University - College of Computer Science and Technology, Changchun Normal University and Southern Marine Science and Engineering Guangdong Laboratory - Zhuhai
Downloads 35 (988,971)
Citation 1

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Digital soil mapping, Machine learning, Location error, Correction, Uncertainty

10.

An Elite-Inspired  Evolutionary Algorithm for Large-Scale Multiobjective Optimization

Number of pages: 23 Posted: 28 Aug 2024
Du Cheng, Zhiguo Xu, Fanhua Yu, Qingliang Li and Ning Zhou
affiliation not provided to SSRN, affiliation not provided to SSRN, Beihua University, Changchun Normal University - College of Computer Science and Technology and Changchun University of Technology
Downloads 31 (1,031,604)

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Multi-objective Optimization, Large Scale, Learning Mechanism, Evolutionary Algorithms

11.

A Novel Local-Global Dependency Deep Learning Model for Soil Mapping

Number of pages: 52 Posted: 04 Nov 2022
Qingliang Li and Cheng Zhang
Changchun Normal University - College of Computer Science and Technology and Changchun Normal University
Downloads 27 (1,077,630)

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long short-term memory, digital soil mapping, soil texture, local-global dependency, large and complex areas

12.

A Novel Diversity-Aware Sampling Method for Global Soil Moisture Prediction

Number of pages: 32 Posted: 14 Jan 2025
Changchun Normal University, Changchun Normal University - College of Computer Science and Technology, Southern Marine Science and Engineering Guangdong Laboratory - Zhuhai, affiliation not provided to SSRN, Changchun Normal University, Changchun Normal University, Southern Marine Science and Engineering Guangdong Laboratory - Zhuhai, Southern Marine Science and Engineering Guangdong Laboratory - Zhuhai, Southern Marine Science and Engineering Guangdong Laboratory - Zhuhai, Southern Marine Science and Engineering Guangdong Laboratory - Zhuhai and Southern Marine Science and Engineering Guangdong Laboratory - Zhuhai
Downloads 22 (1,138,580)

Abstract:

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Soil Moisture Prediction, Diversity-Aware Sampling (DAS), Spatial Representativeness, Temporal Diversity, Deep Learning Models, Drought Forecasting

13.

Improving Global Soil Moisture Prediction Through Cluster-Averaged Sampling Strategy

Number of pages: 40 Posted: 11 Jun 2024
Changchun Normal University - College of Computer Science and Technology, Changchun Normal University, Changchun Normal University, Changchun Normal University and Changchun Normal University
Downloads 20 (1,163,335)

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soil moisture, Sampling Strategy;K-means;Deep Learning

14.

Comprehensive Profiling of Acetylcholinesterase Inhibitors from Fried Centipede Using Activity-Oriented Online Preparation Technology

Number of pages: 35 Posted: 04 Jan 2024
Changchun Normal University, Changchun Normal University, Changchun Normal University, Changchun Normal University, Changchun Normal University - College of Computer Science and Technology, Changchun Normal University, Changchun Normal University and Changchun Normal University
Downloads 15 (1,224,330)

Abstract:

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Centipede, Acetylcholinesterase, Chromatography, Computer Model, Enzymatic Reaction

15.

Establishing a Periodic Sm Profile Model Based on Fourier Analysis Using Hydrologic Soil Groups

Number of pages: 16 Posted: 24 Oct 2024
Changchun Normal University, Changchun Normal University, Changchun Normal University - College of Computer Science and Technology, Changchun Normal University and Changchun Normal University
Downloads 14 (1,235,978)

Abstract:

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Soil Moisture, Fourier analysis, Periodic changes, LSTM, Variable and invariant features