default search action
Qianli Ma 0001
Qian-Li 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
- Qianli Ma 0004
- Qianli Ma 0005
Refine list
refinements active!
zoomed in on ?? of ?? records
view refined list in
export refined list as
showing all ?? records
2020 – today
- 2024
- [j37]Qianli Ma
Learning consensus representations in multi-latent spaces for multi-view clustering. Neurocomputing 596: 127899 (2024) - [j36]Jingsong Yan
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
Conditional Logical Message Passing Transformer for Complex Query Answering. KDD 2024: 4119-4130 - [i22]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) - [i21]Junhao Zheng, Shengjie Qiu, Qianli Ma:
Concept-1K: A Novel Benchmark for Instance Incremental Learning. CoRR abs/2402.08526 (2024) - [i20]Junhao Zheng, Ruiyan Wang, Chongzhi Zhang, Huawen Feng, Qianli Ma:
Balancing the Causal Effects in Class-Incremental Learning. CoRR abs/2402.10063 (2024) - [i19]Shengjie Qiu, Junhao Zheng, Zhen Liu, Yicheng Luo, Qianli Ma:
Incremental Sequence Labeling: A Tale of Two Shifts. CoRR abs/2402.10447 (2024) - [i18]Chongzhi Zhang, Zhiping Peng, Junhao Zheng, Qianli Ma:
Conditional Logical Message Passing Transformer for Complex Query Answering. CoRR abs/2402.12954 (2024) - [i17]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) - [i16]Junhao Zheng, Shengjie Qiu, Chengming Shi, Qianli Ma:
Towards Lifelong Learning of Large Language Models: A Survey. CoRR abs/2406.06391 (2024) - [i15]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) - [i14]Junhao Zheng, Haibin Chen, Qianli Ma:
Cross-domain Named Entity Recognition via Graph Matching. CoRR abs/2408.00981 (2024) - [i13]Jian Xu, Shian Du, Junmei Yang, Qianli Ma, Delu Zeng:
Variational Learning of Gaussian Process Latent Variable Models through Stochastic Gradient Annealed Importance Sampling. CoRR abs/2408.06710 (2024) - 2023
- [j35]Huizi Lyu, Desen Huang, Sen Li, Wing W. Y. Ng
Multiscale echo self-attention memory network for multivariate time series classification. Neurocomputing 520: 60-72 (2023) - [j34]Zhen Liu
Category-aware optimal transport for incomplete data classification. Inf. Sci. 634: 443-476 (2023) - [j33]Qianli Ma
Sequence labeling with MLTA: Multi-level topic-aware mechanism. Inf. Sci. 637: 118934 (2023) - [j32]Xichen Shang
Modularized Mutuality Network for Emotion-Cause Pair Extraction. IEEE ACM Trans. Audio Speech Lang. Process. 31: 539-549 (2023) - [j31]Huawen Feng
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
Temporal-Frequency Co-training for Time Series Semi-supervised Learning. AAAI 2023: 8923-8931 - [c34]Huawen Feng, Junlong Liu, Junhao Zheng
Joint Constrained Learning with Boundary-adjusting for Emotion-Cause Pair Extraction. ACL (1) 2023: 1118-1131 - [c33]Junhao Zheng
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
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
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
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
Echo Memory-Augmented Network for time series classification. Neural Networks 133: 177-192 (2021) - [j26]Qianli Ma
Deformable Self-Attention for Text Classification. IEEE ACM Trans. Audio Speech Lang. Process. 29: 1570-1581 (2021) - [j25]Haibin Chen
Corpus-Aware Graph Aggregation Network for Sequence Labeling. IEEE ACM Trans. Audio Speech Lang. Process. 29: 2048-2057 (2021) - [j24]Qianli Ma
Convolutional Multitimescale Echo State Network. IEEE Trans. Cybern. 51(3): 1613-1625 (2021) - [j23]Qianli Ma
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
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
Embedding-based Product Retrieval in Taobao Search. CoRR abs/2106.09297 (2021) - 2020
- [j22]Kaihong Zheng
Long-Short Term Echo State Network for Time Series Prediction. IEEE Access 8: 91961-91974 (2020) - [j21]Bin Qian
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
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
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
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
Attention-based spatio-temporal dependence learning network. Inf. Sci. 503: 92-108 (2019) - [j12]Qianli Ma, Wanqing Zhuang, Lifeng Shen
Time series classification with Echo Memory Networks. Neural Networks 117: 225-239 (2019) - [j11]Luoqin Li
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
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
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
WALKING WALKing walking: Action Recognition from Action Echoes. IJCAI 2017: 2457-2463 - [i1]Qianli Ma, Lifeng Shen
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
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
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
manage site settings
To protect your privacy, all features that rely on external API calls from your browser are turned off by default. You need to opt-in for them to become active. All settings here will be stored as cookies with your web browser. For more information see our F.A.Q.
Unpaywalled article links
Add open access links from to the list of external document links (if available).
Privacy notice: By enabling the option above, your browser will contact the API of unpaywall.org to load hyperlinks to open access articles. Although we do not have any reason to believe that your call will be tracked, we do not have any control over how the remote server uses your data. So please proceed with care and consider checking the Unpaywall privacy policy.
Archived links via Wayback Machine
For web page which are no longer available, try to retrieve content from the of the Internet Archive (if available).
Privacy notice: By enabling the option above, your browser will contact the API of archive.org to check for archived content of web pages that are no longer available. Although we do not have any reason to believe that your call will be tracked, we do not have any control over how the remote server uses your data. So please proceed with care and consider checking the Internet Archive privacy policy.
Reference lists
Add a list of references from ,
, and
to record detail pages.
load references from crossref.org and opencitations.net
Privacy notice: By enabling the option above, your browser will contact the APIs of crossref.org, opencitations.net, and semanticscholar.org to load article reference information. Although we do not have any reason to believe that your call will be tracked, we do not have any control over how the remote server uses your data. So please proceed with care and consider checking the Crossref privacy policy and the OpenCitations privacy policy, as well as the AI2 Privacy Policy covering Semantic Scholar.
Citation data
Add a list of citing articles from and
to record detail pages.
load citations from opencitations.net
Privacy notice: By enabling the option above, your browser will contact the API of opencitations.net and semanticscholar.org to load citation information. Although we do not have any reason to believe that your call will be tracked, we do not have any control over how the remote server uses your data. So please proceed with care and consider checking the OpenCitations privacy policy as well as the AI2 Privacy Policy covering Semantic Scholar.
OpenAlex data
Load additional information about publications from .
Privacy notice: By enabling the option above, your browser will contact the API of openalex.org to load additional information. Although we do not have any reason to believe that your call will be tracked, we do not have any control over how the remote server uses your data. So please proceed with care and consider checking the information given by OpenAlex.
last updated on 2024-10-07 21:22 CEST by the dblp team
all metadata released as open data under CC0 1.0 license
see also: Terms of Use | Privacy Policy | Imprint
dblp was originally created in 1993 at:
since 2018, dblp has been operated and maintained by:
the dblp computer science bibliography is funded and supported by: