Qianli Ma

Publication Activity (10 Years)

Years Active: 2023-2024
Publications (10 Years): 16

Top Topics

Incremental Learning

Query Answering

Hierarchical Text Classification

Top Venues

Publications

Junhao Zheng, Shengjie Qiu, Chengming Shi, Qianli Ma
Towards Lifelong Learning of Large Language Models: A Survey. CoRR (2024)
Shengjie Qiu, Junhao Zheng, Zhen Liu, Yicheng Luo, Qianli Ma
Incremental Sequence Labeling: A Tale of Two Shifts. ACL (Findings) (2024)
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)
Junhao Zheng, Shengjie Qiu, Qianli Ma
Concept-1K: A Novel Benchmark for Instance Incremental Learning. CoRR (2024)
Chongzhi Zhang, Zhiping Peng, Junhao Zheng, Qianli Ma
Conditional Logical Message Passing Transformer for Complex Query Answering. CoRR (2024)
Zhen Liu, Wenbin Pei, Disen Lan, Qianli Ma
Diffusion Language-Shapelets for Semi-supervised Time-Series Classification. AAAI (2024)
Chongzhi Zhang, Zhiping Peng, Junhao Zheng, Qianli Ma
Conditional Logical Message Passing Transformer for Complex Query Answering. KDD (2024)
Shengjie Qiu, Junhao Zheng, Zhen Liu, Yicheng Luo, Qianli Ma
Incremental Sequence Labeling: A Tale of Two Shifts. CoRR (2024)
Junhao Zheng, Qianli Ma, Zhen Liu, Binquan Wu, Huawen Feng
Beyond Anti-Forgetting: Multimodal Continual Instruction Tuning with Positive Forward Transfer. CoRR (2024)
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 (2024)
Junlong Liu, Xichen Shang, Huawen Feng, Junhao Zheng, Qianli Ma
Self-Adaptive Reconstruction with Contrastive Learning for Unsupervised Sentence Embeddings. CoRR (2024)
Junhao Zheng, Ruiyan Wang, Chongzhi Zhang, Huawen Feng, Qianli Ma
Balancing the Causal Effects in Class-Incremental Learning. CoRR (2024)
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)
Chongzhi Zhang, Zhiping Peng, Junhao Zheng, Linghao Wang, Ruifeng Shi, Qianli Ma
Pathformer: Recursive Path Query Encoding for Complex Logical Query Answering. CoRR (2024)
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)
Junhao Zheng, Shengjie Qiu, Qianli Ma
Learn or Recall? Revisiting Incremental Learning with Pre-trained Language Models. CoRR (2023)