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Qianli Ma 0001
Person information
- affiliation: South China University of Technology, Guangzhou, China
Other persons with the same name
- Qianli Ma (aka: Qian-Li Ma) — disambiguation page
- Qianli Ma 0002
— Motional, Inc., Pittsburgh, PA, USA
- Qianli Ma 0003
— The Chinese University of Hong Kong, Hong Kong, China
- Qianli Ma 0004
— Dalian Maritime University, School of Shipping Economics and Management, Dalian, China
- Qianli Ma 0005
— Shanxi University, Taiyuan, China
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2020 – today
- 2024
- [j37]Qianli Ma
, Jiawei Zheng
, Sen Li, Zhenjing Zheng, Sen Li, Garrison W. Cottrell:
Learning consensus representations in multi-latent spaces for multi-view clustering. Neurocomputing 596: 127899 (2024) - [j36]Jingsong Yan
, Piji Li
, Haibin Chen
, Junhao Zheng
, Qianli Ma
:
Does the Order Matter? A Random Generative Way to Learn Label Hierarchy for Hierarchical Text Classification. IEEE ACM Trans. Audio Speech Lang. Process. 32: 276-285 (2024) - [c41]Zhen Liu, Wenbin Pei, Disen Lan, Qianli Ma:
Diffusion Language-Shapelets for Semi-supervised Time-Series Classification. AAAI 2024: 14079-14087 - [c40]Shengjie Qiu, Junhao Zheng, Zhen Liu, Yicheng Luo, Qianli Ma:
Incremental Sequence Labeling: A Tale of Two Shifts. ACL (Findings) 2024: 777-791 - [c39]Junhao Zheng, Shengjie Qiu, Qianli Ma:
Learn or Recall? Revisiting Incremental Learning with Pre-trained Language Models. ACL (1) 2024: 14848-14877 - [c38]Huawen Feng, Jingsong Yan, Junlong Liu, Junhao Zheng, Qianli Ma:
Well Begun Is Half Done: An Implicitly Augmented Generative Framework with Distribution Modification for Hierarchical Text Classification. LREC/COLING 2024: 17433-17443 - [c37]Binquan Wu, Yu Cheng, Haitao Yuan, Qianli Ma:
When Multi-Behavior Meets Multi-Interest: Multi-Behavior Sequential Recommendation with Multi-Interest Self-Supervised Learning. ICDE 2024: 845-858 - [c36]Chongzhi Zhang, Zhiping Peng, Junhao Zheng, Qianli Ma:
Conditional Logical Message Passing Transformer for Complex Query Answering. KDD 2024: 4119-4130 - [i20]Junhao Zheng, Qianli Ma, Zhen Liu, Binquan Wu, Huawen Feng:
Beyond Anti-Forgetting: Multimodal Continual Instruction Tuning with Positive Forward Transfer. CoRR abs/2401.09181 (2024) - [i19]Junhao Zheng, Shengjie Qiu, Qianli Ma:
Concept-1K: A Novel Benchmark for Instance Incremental Learning. CoRR abs/2402.08526 (2024) - [i18]Junhao Zheng, Ruiyan Wang, Chongzhi Zhang, Huawen Feng, Qianli Ma:
Balancing the Causal Effects in Class-Incremental Learning. CoRR abs/2402.10063 (2024) - [i17]Shengjie Qiu, Junhao Zheng, Zhen Liu, Yicheng Luo, Qianli Ma:
Incremental Sequence Labeling: A Tale of Two Shifts. CoRR abs/2402.10447 (2024) - [i16]Chongzhi Zhang, Zhiping Peng, Junhao Zheng, Qianli Ma:
Conditional Logical Message Passing Transformer for Complex Query Answering. CoRR abs/2402.12954 (2024) - [i15]Junlong Liu, Xichen Shang, Huawen Feng, Junhao Zheng, Qianli Ma:
Self-Adaptive Reconstruction with Contrastive Learning for Unsupervised Sentence Embeddings. CoRR abs/2402.15153 (2024) - [i14]Junhao Zheng, Shengjie Qiu, Chengming Shi, Qianli Ma:
Towards Lifelong Learning of Large Language Models: A Survey. CoRR abs/2406.06391 (2024) - [i13]Chongzhi Zhang, Zhiping Peng, Junhao Zheng, Linghao Wang, Ruifeng Shi, Qianli Ma:
Pathformer: Recursive Path Query Encoding for Complex Logical Query Answering. CoRR abs/2406.14880 (2024) - 2023
- [j35]Huizi Lyu, Desen Huang, Sen Li, Wing W. Y. Ng
, Qianli Ma:
Multiscale echo self-attention memory network for multivariate time series classification. Neurocomputing 520: 60-72 (2023) - [j34]Zhen Liu
, Chuxin Chen, Qianli Ma
:
Category-aware optimal transport for incomplete data classification. Inf. Sci. 634: 443-476 (2023) - [j33]Qianli Ma
, Liuhong Yu, Haibin Chen
, Jiangyue Yan, Zhenxi Lin:
Sequence labeling with MLTA: Multi-level topic-aware mechanism. Inf. Sci. 637: 118934 (2023) - [j32]Xichen Shang
, Chuxin Chen, Zipeng Chen
, Qianli Ma
:
Modularized Mutuality Network for Emotion-Cause Pair Extraction. IEEE ACM Trans. Audio Speech Lang. Process. 31: 539-549 (2023) - [j31]Huawen Feng
, Zhenxi Lin
, Qianli Ma
:
Perturbation-Based Self-Supervised Attention for Attention Bias in Text Classification. IEEE ACM Trans. Audio Speech Lang. Process. 31: 3139-3151 (2023) - [c35]Zhen Liu
, Qianli Ma, Peitian Ma, Linghao Wang:
Temporal-Frequency Co-training for Time Series Semi-supervised Learning. AAAI 2023: 8923-8931 - [c34]Huawen Feng, Junlong Liu, Junhao Zheng
, Haibin Chen, Xichen Shang, Qianli Ma:
Joint Constrained Learning with Boundary-adjusting for Emotion-Cause Pair Extraction. ACL (1) 2023: 1118-1131 - [c33]Junhao Zheng
, Qianli Ma, Shengjie Qiu, Yue Wu, Peitian Ma, Junlong Liu, Huawen Feng, Xichen Shang, Haibin Chen:
Preserving Commonsense Knowledge from Pre-trained Language Models via Causal Inference. ACL (1) 2023: 9155-9173 - [c32]Peitian Ma, Zhen Liu, Junhao Zheng, Linghao Wang, Qianli Ma:
CTW: Confident Time-Warping for Time-Series Label-Noise Learning. IJCAI 2023: 4046-4054 - [c31]Zhen Liu, Peitian Ma, Dongliang Chen, Wenbin Pei, Qianli Ma:
Scale-teaching: Robust Multi-scale Training for Time Series Classification with Noisy Labels. NeurIPS 2023 - [i12]Qianli Ma, Zhen Liu
, Zhenjing Zheng, Ziyang Huang, Siying Zhu, Zhongzhong Yu, James T. Kwok:
A Survey on Time-Series Pre-Trained Models. CoRR abs/2305.10716 (2023) - [i11]Huawen Feng, Zhenxi Lin, Qianli Ma:
Perturbation-based Self-supervised Attention for Attention Bias in Text Classification. CoRR abs/2305.15684 (2023) - [i10]Junhao Zheng, Qianli Ma, Shengjie Qiu, Yue Wu, Peitian Ma, Junlong Liu, Huawen Feng, Xichen Shang, Haibin Chen:
Preserving Commonsense Knowledge from Pre-trained Language Models via Causal Inference. CoRR abs/2306.10790 (2023) - [i9]Linghao Wang, Zhen Liu, Peitian Ma, Qianli Ma:
Meta-Stock: Task-Difficulty-Adaptive Meta-learning for Sub-new Stock Price Prediction. CoRR abs/2308.11117 (2023) - [i8]Jian Xu, Shian Du, Junmei Yang, Qianli Ma, Delu Zeng:
Neural Operator Variational Inference based on Regularized Stein Discrepancy for Deep Gaussian Processes. CoRR abs/2309.12658 (2023) - [i7]Huawen Feng, Yan Fan, Xiong Liu, Ting-En Lin, Zekun Yao, Yuchuan Wu, Fei Huang, Yongbin Li, Qianli Ma:
Improving Factual Consistency of Text Summarization by Adversarially Decoupling Comprehension and Embellishment Abilities of LLMs. CoRR abs/2310.19347 (2023) - [i6]Junhao Zheng, Shengjie Qiu, Qianli Ma:
Learn or Recall? Revisiting Incremental Learning with Pre-trained Language Models. CoRR abs/2312.07887 (2023) - 2022
- [j30]Desen Huang, Lifeng Shen, Zhongzhong Yu, Zhenjing Zheng, Min Huang, Qianli Ma:
Efficient time series anomaly detection by multiresolution self-supervised discriminative network. Neurocomputing 491: 261-272 (2022) - [j29]Qianli Ma
, Sen Li, Garrison W. Cottrell:
Adversarial Joint-Learning Recurrent Neural Network for Incomplete Time Series Classification. IEEE Trans. Pattern Anal. Mach. Intell. 44(4): 1765-1776 (2022) - [j28]Qianli Ma
, Zipeng Chen
, Shuai Tian, Wing W. Y. Ng
:
Difference-Guided Representation Learning Network for Multivariate Time-Series Classification. IEEE Trans. Cybern. 52(6): 4717-4727 (2022) - [c30]Junhao Zheng, Haibin Chen, Qianli Ma:
Cross-domain Named Entity Recognition via Graph Matching. ACL (Findings) 2022: 2670-2680 - [c29]Sen Li, Fuyu Lv, Taiwei Jin, Guiyang Li, Yukun Zheng, Tao Zhuang, Qingwen Liu, Xiaoyi Zeng, James T. Kwok, Qianli Ma:
Query Rewriting in TaoBao Search. CIKM 2022: 3262-3271 - [c28]Huawen Feng, Qianli Ma:
It's Better to Teach Fishing than Giving a Fish: An Auto-Augmented Structure-aware Generative Model for Metaphor Detection. EMNLP (Findings) 2022: 656-667 - [c27]Junhao Zheng, Zhanxian Liang, Haibin Chen, Qianli Ma:
Distilling Causal Effect from Miscellaneous Other-Class for Continual Named Entity Recognition. EMNLP 2022: 3602-3615 - [c26]Junlong Liu, Xichen Shang, Qianli Ma:
Pair-Based Joint Encoding with Relational Graph Convolutional Networks for Emotion-Cause Pair Extraction. EMNLP 2022: 5339-5351 - [i5]Junhao Zheng, Zhanxian Liang, Haibin Chen, Qianli Ma:
Distilling Causal Effect from Miscellaneous Other-Class for Continual Named Entity Recognition. CoRR abs/2210.03980 (2022) - [i4]Junlong Liu, Xichen Shang, Qianli Ma:
Pair-Based Joint Encoding with Relational Graph Convolutional Networks for Emotion-Cause Pair Extraction. CoRR abs/2212.01844 (2022) - 2021
- [j27]Qianli Ma
, Zhenjing Zheng, Wanqing Zhuang
, Enhuan Chen, Jia Wei, Jiabing Wang:
Echo Memory-Augmented Network for time series classification. Neural Networks 133: 177-192 (2021) - [j26]Qianli Ma
, Jiangyue Yan, Zhenxi Lin
, Liuhong Yu, Zipeng Chen
:
Deformable Self-Attention for Text Classification. IEEE ACM Trans. Audio Speech Lang. Process. 29: 1570-1581 (2021) - [j25]Haibin Chen
, Qianli Ma
, Liuhong Yu, Zhenxi Lin, Jiangyue Yan:
Corpus-Aware Graph Aggregation Network for Sequence Labeling. IEEE ACM Trans. Audio Speech Lang. Process. 29: 2048-2057 (2021) - [j24]Qianli Ma
, Enhuan Chen, Zhenxi Lin
, Jiangyue Yan
, Zhiwen Yu
, Wing W. Y. Ng
:
Convolutional Multitimescale Echo State Network. IEEE Trans. Cybern. 51(3): 1613-1625 (2021) - [j23]Qianli Ma
, Sen Li, Wanqing Zhuang
, Sen Li, Jiabing Wang
, Delu Zeng
:
Self-Supervised Time Series Clustering With Model-Based Dynamics. IEEE Trans. Neural Networks Learn. Syst. 32(9): 3942-3955 (2021) - [c25]Qianli Ma, Chuxin Chen, Sen Li, Garrison W. Cottrell:
Learning Representations for Incomplete Time Series Clustering. AAAI 2021: 8837-8846 - [c24]Qianli Ma, Zhenjing Zheng, Jiawei Zheng, Sen Li, Wanqing Zhuang, Garrison W. Cottrell:
Joint-Label Learning by Dual Augmentation for Time Series Classification. AAAI 2021: 8847-8855 - [c23]Lifeng Shen, Zhongzhong Yu, Qianli Ma, James T. Kwok:
Time Series Anomaly Detection with Multiresolution Ensemble Decoding. AAAI 2021: 9567-9575 - [c22]Xichen Shang, Qianli Ma, Zhenxi Lin, Jiangyue Yan, Zipeng Chen:
A Span-based Dynamic Local Attention Model for Sequential Sentence Classification. ACL/IJCNLP (2) 2021: 198-203 - [c21]Haibin Chen, Qianli Ma, Zhenxi Lin, Jiangyue Yan:
Hierarchy-aware Label Semantics Matching Network for Hierarchical Text Classification. ACL/IJCNLP (1) 2021: 4370-4379 - [c20]Zhenxi Lin, Qianli Ma, Jiangyue Yan, Jieyu Chen:
CATE: A Contrastive Pre-trained Model for Metaphor Detection with Semi-supervised Learning. EMNLP (1) 2021: 3888-3898 - [c19]Zipeng Chen, Qianli Ma, Zhenxi Lin:
Time-Aware Multi-Scale RNNs for Time Series Modeling. IJCAI 2021: 2285-2291 - [c18]Jiawei Zheng, Qianli Ma, Hao Gu, Zhenjing Zheng:
Multi-view Denoising Graph Auto-Encoders on Heterogeneous Information Networks for Cold-start Recommendation. KDD 2021: 2338-2348 - [c17]Sen Li, Fuyu Lv, Taiwei Jin, Guli Lin, Keping Yang, Xiaoyi Zeng, Xiao-Ming Wu
, Qianli Ma:
Embedding-based Product Retrieval in Taobao Search. KDD 2021: 3181-3189 - [i3]Sen Li, Fuyu Lv, Taiwei Jin, Guli Lin, Keping Yang, Xiaoyi Zeng, Xiao-Ming Wu
, Qianli Ma:
Embedding-based Product Retrieval in Taobao Search. CoRR abs/2106.09297 (2021) - 2020
- [j22]Kaihong Zheng
, Bin Qian
, Sen Li, Yong Xiao, Wanqing Zhuang, Qianli Ma
:
Long-Short Term Echo State Network for Time Series Prediction. IEEE Access 8: 91961-91974 (2020) - [j21]Bin Qian
, Yong Xiao, Zhenjing Zheng, Mi Zhou
, Wanqing Zhuang, Sen Li, Qianli Ma
:
Dynamic Multi-Scale Convolutional Neural Network for Time Series Classification. IEEE Access 8: 109732-109746 (2020) - [j20]Xibin Dong, Zhiwen Yu, Wenming Cao, Yifan Shi, Qianli Ma:
A survey on ensemble learning. Frontiers Comput. Sci. 14(2): 241-258 (2020) - [j19]Qianli Ma
, Lifeng Shen
, Garrison W. Cottrell
:
DeePr-ESN: A deep projection-encoding echo-state network. Inf. Sci. 511: 152-171 (2020) - [j18]Jiabing Wang, Rongjie Wang, Jia Wei, Qianli Ma, Guihua Wen:
Finding dense subgraphs with maximum weighted triangle density. Inf. Sci. 539: 36-48 (2020) - [j17]Wenguang Yuan
, Jia Wei
, Jiabing Wang, Qianli Ma, Tolga Tasdizen
:
Unified generative adversarial networks for multimodal segmentation from unpaired 3D medical images. Medical Image Anal. 64: 101731 (2020) - [j16]Yunjun Xiao, Jia Wei, Jiabing Wang, Qianli Ma, Shandian Zhe, Tolga Tasdizen:
Graph constraint-based robust latent space low-rank and sparse subspace clustering. Neural Comput. Appl. 32(12): 8187-8204 (2020) - [j15]Qianli Ma
, Sen Li, Lifeng Shen
, Jiabing Wang
, Jia Wei, Zhiwen Yu
, Garrison W. Cottrell
:
End-to-End Incomplete Time-Series Modeling From Linear Memory of Latent Variables. IEEE Trans. Cybern. 50(12): 4908-4920 (2020) - [c16]Qianli Ma, Zhenxi Lin, Enhuan Chen, Garrison W. Cottrell:
Temporal Pyramid Recurrent Neural Network. AAAI 2020: 5061-5068 - [c15]Qianli Ma, Wanqing Zhuang, Sen Li, Desen Huang, Garrison W. Cottrell:
Adversarial Dynamic Shapelet Networks. AAAI 2020: 5069-5076 - [c14]Qianli Ma, Zhenxi Lin, Jiangyue Yan, Zipeng Chen, Liuhong Yu:
MODE-LSTM: A Parameter-efficient Recurrent Network with Multi-Scale for Sentence Classification. EMNLP (1) 2020: 6705-6715
2010 – 2019
- 2019
- [j14]Kejian Shi, Hongyang Qin, Chijun Sima, Sen Li, Lifeng Shen, Qianli Ma
:
Dynamic Barycenter Averaging Kernel in RBF Networks for Time Series Classification. IEEE Access 7: 47564-47576 (2019) - [j13]Qianli Ma
, Shuai Tian, Jia Wei, Jiabing Wang, Wing W. Y. Ng
:
Attention-based spatio-temporal dependence learning network. Inf. Sci. 503: 92-108 (2019) - [j12]Qianli Ma, Wanqing Zhuang, Lifeng Shen
, Garrison W. Cottrell
:
Time series classification with Echo Memory Networks. Neural Networks 117: 225-239 (2019) - [j11]Luoqin Li
, Jiabing Wang
, Jichang Li, Qianli Ma
, Jia Wei:
Relation Classification via Keyword-Attentive Sentence Mechanism and Synthetic Stimulation Loss. IEEE ACM Trans. Audio Speech Lang. Process. 27(9): 1392-1404 (2019) - [j10]Qianli Ma
, Liuhong Yu, Shuai Tian, Enhuan Chen, Wing W. Y. Ng
:
Global-Local Mutual Attention Model for Text Classification. IEEE ACM Trans. Audio Speech Lang. Process. 27(12): 2127-2139 (2019) - [c13]Qianli Ma, Wanqing Zhuang, Garrison W. Cottrell
:
Triple-Shapelet Networks for Time Series Classification. ICDM 2019: 1246-1251 - [c12]Wenguang Yuan, Jia Wei, Jiabing Wang, Qianli Ma, Tolga Tasdizen:
Unified Attentional Generative Adversarial Network for Brain Tumor Segmentation from Multimodal Unpaired Images. MICCAI (3) 2019: 229-237 - [c11]Qianli Ma, Jiawei Zheng, Sen Li, Gary W. Cottrell:
Learning Representations for Time Series Clustering. NeurIPS 2019: 3776-3786 - [i2]Wenguang Yuan, Jia Wei, Jiabing Wang, Qianli Ma, Tolga Tasdizen:
Unified Attentional Generative Adversarial Network for Brain Tumor Segmentation From Multimodal Unpaired Images. CoRR abs/1907.03548 (2019) - 2018
- [c10]Lifeng Shen
, Qianli Ma, Sen Li:
End-to-End Time Series Imputation via Residual Short Paths. ACML 2018: 248-263 - [c9]Yufei Lin, Sen Li, Qianli Ma:
Distillation of Random Projection Filter Bank for Time Series Classification. PRCV (3) 2018: 586-596 - 2017
- [j9]Meng Meng, Jia Wei, Jiabing Wang, Qianli Ma, Xuan Wang:
Adaptive semi-supervised dimensionality reduction based on pairwise constraints weighting and graph optimizing. Int. J. Mach. Learn. Cybern. 8(3): 793-805 (2017) - [c8]Qianli Ma, Lifeng Shen, Ruishi Su, Jieyu Chen:
Two-Stage Temporal Multimodal Learning for Speaker and Speech Recognition. ICONIP (2) 2017: 64-72 - [c7]Qianli Ma, Lifeng Shen, Wanqing Zhuang, Jieyu Chen:
Decouple Adversarial Capacities with Dual-Reservoir Network. ICONIP (5) 2017: 475-483 - [c6]Qianli Ma, Lifeng Shen
, Enhuan Chen, Shuai Tian, Jiabing Wang, Garrison W. Cottrell
:
WALKING WALKing walking: Action Recognition from Action Echoes. IJCAI 2017: 2457-2463 - [i1]Qianli Ma, Lifeng Shen
, Garrison W. Cottrell:
Deep-ESN: A Multiple Projection-encoding Hierarchical Reservoir Computing Framework. CoRR abs/1711.05255 (2017) - 2016
- [j8]Jia Wei, Meng Meng, Jiabing Wang, Qianli Ma, Xuan Wang:
Adaptive semi-supervised dimensionality reduction with sparse representation using pairwise constraints. Neurocomputing 177: 564-571 (2016) - [j7]Qianli Ma, Lifeng Shen
, Weibiao Chen, Jiabin Wang, Jia Wei, Zhiwen Yu:
Functional echo state network for time series classification. Inf. Sci. 373: 1-20 (2016) - 2015
- [j6]Jinfeng Yang, Yong Xiao, Jiabing Wang, Qianli Ma, Yanhua Shen:
A Fast Clustering Algorithm for Data with a Few Labeled Instances. Comput. Intell. Neurosci. 2015: 196098:1-196098:10 (2015) - 2014
- [j5]Qian-Li Ma, Wei-Biao Chen, Jia Wei, Zhiwen Yu:
Direct model of memory properties and the linear reservoir topologies in echo state networks. Appl. Soft Comput. 22: 622-628 (2014) - [c5]Jia Wei, Jiabing Wang, Qianli Ma, Xuan Wang:
Adaptive Semi-Supervised Dimensionality Reduction. ICDM Workshops 2014: 684-691 - 2013
- [j4]Qian-Li Ma, Wei-Biao Chen:
Modular state space of echo state network. Neurocomputing 122: 406-417 (2013) - 2012
- [j3]Gu-Li Lin, Hong Peng, Qian-Li Ma, Jia Wei, Jiang-Wei Qin:
A Keyword Based Prototype for Web Search Result Diversification. J. Inf. Sci. Eng. 28(3): 601-615 (2012) - [c4]Qianli Ma, Weibiao Chen:
Determining Reservoir Topologies from Short-Term Memory in Echo State Networks. CCPR 2012: 64-71 - 2011
- [j2]Guoxian Yu, Hong Peng, Jia Wei, Qianli Ma:
Enhanced locality preserving projections using robust path based similarity. Neurocomputing 74(4): 598-605 (2011) - 2010
- [j1]Zhiwen Yu, Hau-San Wong
, Hong Peng, Qian-Li Ma:
ASM: An adaptive simplification method for 3D point-based models. Comput. Aided Des. 42(7): 598-612 (2010) - [c3]Gu-Li Lin, Hong Peng, Qian-Li Ma, Jia Wei, Jiang-Wei Qin:
Improving diversity in Web search results re-ranking using absorbing random walks. ICMLC 2010: 2116-2421 - [c2]Jiang-Wei Qin, Hong Peng, Peng Liang, Qian-Li Ma, Jia Wei:
Multi-step Bridged Refinement for classifying cross-domian data. ICMLC 2010: 2422-2427 - [c1]Wei-Biao Chen, Qian-Li Ma, Hong Peng:
Shared reservoir modular echo state networks for chaotic time series prediction. ICMLC 2010: 2439-2443
Coauthor Index
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