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Zhili Qin

University of Electronic Science and Technology of China (UESTC)

SCHOLARLY PAPERS

7

DOWNLOADS

287

TOTAL CITATIONS

1

Scholarly Papers (7)

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1.

Rethinking Few-Shot Class-Incremental Learning: A Lazy Learning Baseline

Number of pages: 19 Posted: 28 Nov 2023
Zhili Qin, Wei Han, Jiaming Liu, Rui Zhang, Zejun Sun and Junming Shao
University of Electronic Science and Technology of China (UESTC), University of Electronic Science and Technology of China (UESTC), University of Electronic Science and Technology of China (UESTC), University of Electronic Science and Technology of China (UESTC), Pingdingshan University and affiliation not provided to SSRN
Downloads 69 (883,195)
Citation 1

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few-shot class-incremental learning, prototype learning, pre-training

2.

Data-Driven Fault Diagnosis and Early Safety Warning for Lithium-Ion Batteries

Number of pages: 20 Posted: 21 Aug 2023
Xingdong Gan, Zhili Qin, Haikun Huang, Shujiang Liu, Ziwei Wang, Yichen Yang, An Wen, Chenghua Sun, Yonggao Xia and Baihai Li
University of Electronic Science and Technology of China (UESTC), University of Electronic Science and Technology of China (UESTC), 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, Swinburne University of Technology, Chinese Academy of Sciences (CAS) - Ningbo Institute of Materials Technology and Engineering and University of Electronic Science and Technology of China (UESTC)
Downloads 57 (989,921)

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Lithium-Ion Battery, electric vehicle, Fault Diagnosis, Sliding Window, Local Outlier Factor

3.

Mgp: Integrating Pre-Training and Few-Shot Node Classification Via Meta Graph Prompt

Number of pages: 36 Posted: 14 Jul 2025
Zhili Qin, Zihan Mei, Jingyi Zhou, Jiang You, Jingliang Gu and Junming Shao
University of Electronic Science and Technology of China (UESTC), affiliation not provided to SSRN, affiliation not provided to SSRN, affiliation not provided to SSRN, affiliation not provided to SSRN and affiliation not provided to SSRN
Downloads 42 (1,157,785)

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Node Classification, few-shot learning, Graph neural networks, Graph Prompt Learning

4.

Joint Estimation of Battery States Based on a Robust Multi-Task Learning Method

Number of pages: 25 Posted: 22 May 2025
Baihai Li, Shujiang Liu, Zhili Qin, Xing Yang and Ziqiang Zhang
University of Electronic Science and Technology of China (UESTC), affiliation not provided to SSRN, University of Electronic Science and Technology of China (UESTC), affiliation not provided to SSRN and affiliation not provided to SSRN
Downloads 42 (1,157,785)

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Lithium-ion battery, State of charge, State of health, Remaining Useful Life, Multi-task learning

5.

Direct Multi-Step Temperature Prediction and Thermal Runaway Diagnosis in Battery Systems Using an Lstm-Enhanced Dlinear Framework

Number of pages: 21 Posted: 21 Mar 2025
Baihai Li, Xingdong Gan, Zhili Qin, Shujiang Liu, Ziqiang Zhang and Xing Yang
University of Electronic Science and Technology of China (UESTC), University of Electronic Science and Technology of China (UESTC), University of Electronic Science and Technology of China (UESTC), affiliation not provided to SSRN, affiliation not provided to SSRN and affiliation not provided to SSRN
Downloads 38 (1,209,354)

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Lithium-ion battery, thermal runaway, DLSTM, Direct multi-step prediction

6.

Training-Free Generator for Few-Shot Class Incremental Learning

Number of pages: 43 Posted: 01 Oct 2025
Zhili Qin, Jingyi Zhou, Jiang You, Jingliang Gu and Junming Shao
University of Electronic Science and Technology of China (UESTC), affiliation not provided to SSRN, affiliation not provided to SSRN, affiliation not provided to SSRN and affiliation not provided to SSRN
Downloads 26 (1,372,601)

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Few-Shot Learning, class incremental learning, generative network

7.

Dual-Action Gating: Learnable Structural Filtering for Graph Anomaly Detection

Number of pages: 35 Posted: 27 Mar 2026
Chen Tang, Jiaxuan Li, Zhili Qin, Zhong Zhang, Qinli Yang and Junming Shao
affiliation not provided to SSRN, affiliation not provided to SSRN, University of Electronic Science and Technology of China (UESTC), affiliation not provided to SSRN, affiliation not provided to SSRN and affiliation not provided to SSRN
Downloads 13 (1,534,404)

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Graph anomaly detection, Self-supervised learning, Graph Representation Learning, Attributed networks