MODE-LSTM: A Parameter-efficient Recurrent Network with Multi-Scale for Sentence Classification. - Qianli Ma 001; Zhenxi Lin; Jiangyue Yan; Zipeng Chen; Liuhong Yu (EMNLP (1), 2020)

Hierarchy-aware Label Semantics Matching Network for Hierarchical Text Classification. - Haibin Chen; Qianli Ma 001; Zhenxi Lin; Jiangyue Yan (ACL/IJCNLP (1), 2021)

A Span-based Dynamic Local Attention Model for Sequential Sentence Classification. - Xichen Shang; Qianli Ma 001; Zhenxi Lin; Jiangyue Yan; Zipeng Chen (ACL/IJCNLP (2), 2021)

CATE: A Contrastive Pre-trained Model for Metaphor Detection with Semi-supervised Learning. - Zhenxi Lin; Qianli Ma 001; Jiangyue Yan; Jieyu Chen (EMNLP (1), 2021)

Corpus-Aware Graph Aggregation Network for Sequence Labeling. - Haibin Chen; Qianli Ma 001; Liuhong Yu; Zhenxi Lin; Jiangyue Yan (IEEE ACM Trans. Audio Speech Lang. Process., 2021)

Deformable Self-Attention for Text Classification. - Qianli Ma 001; Jiangyue Yan; Zhenxi Lin; Liuhong Yu; Zipeng Chen (IEEE ACM Trans. Audio Speech Lang. Process., 2021)

Convolutional Multitimescale Echo State Network. - Qianli Ma 001; Enhuan Chen; Zhenxi Lin; Jiangyue Yan; Zhiwen Yu 002; Wing W. Y. Ng (IEEE Trans. Cybern., 2021)

Sequence labeling with MLTA: Multi-level topic-aware mechanism. - Qianli Ma 001; Liuhong Yu; Haibin Chen; Jiangyue Yan; Zhenxi Lin (Inf. Sci., 2023)

Hierarchical reinforcement learning for handling sparse rewards in multi-goal navigation. - Jiangyue Yan; Biao Luo 001; Xiaodong Xu 002 (Artif. Intell. Rev., 2024)

A Survey on Post-training of Large Language Models. - Guiyao Tie; Zeli Zhao; Dingjie Song; Fuyang Wei; Rong Zhou; Yurou Dai; Wen Yin; Zhejian Yang; Jiangyue Yan; Yao Su 003; Zhenhan Dai; Yifeng Xie; et al. (CoRR, 2025)

Agentic Robot: A Brain-Inspired Framework for Vision-Language-Action Models in Embodied Agents. - Zhejian Yang; Yongchao Chen; Xueyang Zhou; Jiangyue Yan; Dingjie Song; Yinuo Liu; Yuting Li; Yu Zhang 044; Pan Zhou 001; Hechang Chen; Lichao Sun 001 (CoRR, 2025)

DynamicMind: A Tri-Mode Thinking System for Large Language Models. - Wei Li; Yanbin Wei; Qiushi Huang; Jiangyue Yan; Yang Chen; James T. Kwok; Yu Zhang 006 (CoRR, 2025)

Harnessing Adaptive Topology Representations for Zero-Shot Graph Question Answering. - Yanbin Wei; Jiangyue Yan; Chun Kang; Yang Chen; Hua Liu; James T. Kwok; Yu Zhang 006 (CoRR, 2025)