Qianli Ma - Publications, H-index & Citations

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马千里 (Qianli Ma)

south china university of technology

32H-index

154Paper Count

5.0KCitation Count

Published Papers 32

Publication Date

Concept-Driven Deep Learning for Enhanced Protein-Specific Molecular Generation

ACM Transactions on Knowledge Discovery from Data

IF4.8

2026-02-01

PREAI

Kuang, Taojie; Ma, Qianli; Vasilakos, Athanasios V.; Wang, Yu; Cheng, Qiang; Ren, Zhixiang

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CompleMatch: Boosting Time-Series Semi-Supervised Classification With Temporal-Frequency Complementarity

IEEE Transactions on Pattern Analysis and Machine Intelligence

IF18.6

2025-12-15

PREAI

Zhen Liu; Kun Zeng; Qianli Ma; James T. Kwok

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Sequential recommendation via agent-based irrelevancy skipping

NEURAL NETWORKS

IF6.3

2025-05-01

PREAI

Cheng, Yu; Zheng, Jiawei; Wu, Binquan; Ma, Qianli

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MR-Transformer: Multiresolution Transformer for Multivariate Time Series Prediction

IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS

IF8.9

2025-01-01

PREAI

Zhu, Siying; Zheng, Jiawei; Ma, Qianli

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A Survey on Time-Series Pre-Trained Models

IEEE TRANSACTIONS ON KNOWLEDGE AND DATA ENGINEERING

IF10.4

2024-12-01

OAAI

Ma, Qianli; Liu, Zhen; Zheng, Zhenjing; Huang, Ziyang; Zhu, Siying; Yu, Zhongzhong; Kwok, James T.

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Learning consensus representations in multi-latent spaces for multi-view clustering

NEUROCOMPUTING

IF6.5

2024-09-01

PREAI

Ma, Qianli; Zheng, Jiawei; Li, Sen; Zheng, Zhenjing; Cottrell, Garrison W.

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Neural Operator Variational Inference Based on Regularized Stein Discrepancy for Deep Gaussian Processes

IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS

IF8.9

2024-01-01

OAAI

Xu, Jian; Du, Shian; Yang, Junmei; Ma, Qianli; Zeng, Delu

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Does the Order Matter? A Random Generative Way to Learn Label Hierarchy for Hierarchical Text Classification

IEEE-ACM TRANSACTIONS ON AUDIO SPEECH AND LANGUAGE PROCESSING

IF5.1

2024-01-01

PREAI

Yan, Jingsong; Li, Piji; Chen, Haibin; Zheng, Junhao; Ma, Qianli

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Perturbation-Based Self-Supervised Attention for Attention Bias in Text Classification

IEEE-ACM TRANSACTIONS ON AUDIO SPEECH AND LANGUAGE PROCESSING

IF5.1

2023-01-01

OAAI

Feng, Huawen; Lin, Zhenxi; Ma, Qianli

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Modularized Mutuality Network for Emotion-Cause Pair Extraction

IEEE-ACM TRANSACTIONS ON AUDIO SPEECH AND LANGUAGE PROCESSING

IF5.1

2023-01-01

PREAI

Shang, Xichen; Chen, Chuxin; Chen, Zipeng; Ma, Qianli

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Efficient time series anomaly detection by multiresolution self-supervised discriminative network

NEUROCOMPUTING

IF6.5

2022-06-01

PREAI

Huang, Desen; Shen, Lifeng; Yu, Zhongzhong; Zheng, Zhenjing; Huang, Min; Ma, Qianli

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Difference-Guided Representation Learning Network for Multivariate Time-Series Classification

IEEE TRANSACTIONS ON CYBERNETICS

IF10.5

2022-06-01

PREAI

Ma, Qianli; Chen, Zipeng; Tian, Shuai; Ng, Wing W. Y.

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Self-Supervised Time Series Clustering With Model-Based Dynamics

IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS

IF8.9

2021-09-01

PREAI

Ma, Qianli; Li, Sen; Zhuang, Wanqing; Wang, Jiabing; Zeng, Delu

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Convolutional Multitimescale Echo State Network

IEEE TRANSACTIONS ON CYBERNETICS

IF10.5

2021-03-01

PREAI

Ma, Qianli; Chen, Enhuan; Lin, Zhenxi; Yan, Jiangyue; Yu, Zhiwen; Ng, Wing W. Y.

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Corpus-Aware Graph Aggregation Network for Sequence Labeling

IEEE-ACM TRANSACTIONS ON AUDIO SPEECH AND LANGUAGE PROCESSING

IF5.1

2021-01-01

PREAI

Chen, Haibin; Ma, Qianli; Yu, Liuhong; Lin, Zhenxi; Yan, Jiangyue

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Deformable Self-Attention for Text Classification

IEEE-ACM TRANSACTIONS ON AUDIO SPEECH AND LANGUAGE PROCESSING

IF5.1

2021-01-01

PREAI

Ma, Qianli; Yan, Jiangyue; Lin, Zhenxi; Yu, Liuhong; Chen, Zipeng

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Echo Memory-Augmented Network for time series classification

NEURAL NETWORKS

IF6.3

2021-01-01

PREAI

Ma, Qianli; Zheng, Zhenjing; Zhuang, Wanqing; Chen, Enhuan; Wei, Jia; Wang, Jiabing

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End-to-End Incomplete Time-Series Modeling From Linear Memory of Latent Variables

IEEE TRANSACTIONS ON CYBERNETICS

IF10.5

2020-12-01

OAAI

Ma, Qianli; Li, Sen; Shen, Lifeng; Wang, Jiabing; Wei, Jia; Yu, Zhiwen; Cottrell, Garrison W.

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Unified generative adversarial networks for multimodal segmentation from unpaired 3D medical images

MEDICAL IMAGE ANALYSIS

IF11.8

2020-08-01

PREAI

Yuan, Wenguang; Wei, Jia; Wang, Jiabing; Ma, Qianli; Tasdizen, Tolga

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Long-Short Term Echo State Network for Time Series Prediction

IEEE ACCESS

IF3.6

2020-01-01

PREAI

Zheng, Kaihong; Qian, Bin; Li, Sen; Xiao, Yong; Zhuang, Wanqing; Ma, Qianli

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Research Directions