IMA health state evaluation using deep feature learning with quantum neural network. - Zehai Gao; Cunbao Ma; Yige Luo; Zhiyue Liu (Eng. Appl. Artif. Intell., 2018)

Targeted Sentiment Classification with Attentional Encoder Network. - Youwei Song; Jiahai Wang; Tao Jiang 059; Zhiyue Liu; Yanghui Rao (ICANN (4), 2019)

Computational Holographic Image Watermarking Algorithm Based on Discrete Cosine Transform. - Zhiyue Liu; Anling Wang; Xiaofeng Zhu 009; Fuping Liu (ICIT, 2019)

Analysis of load imbalance degree using one-dimensional algorithms for cascaded rectifier based on the modified T-type five-level topology. - Zhiyue Liu; Lei Li (IECON, 2019)

Attentional Encoder Network for Targeted Sentiment Classification. - Youwei Song; Jiahai Wang; Tao Jiang 059; Zhiyue Liu; Yanghui Rao (CoRR, 2019)

CatGAN: Category-Aware Generative Adversarial Networks with Hierarchical Evolutionary Learning for Category Text Generation. - Zhiyue Liu; Jiahai Wang; Zhiwei Liang (AAAI, 2020)

Template-Enhanced Aspect Term Extraction with Bi-Contextual Convolutional Neural Networks. - Chenhui Liu; Zhiyue Liu; Jiahai Wang; Yalan Zhou (NCAA, 2020)

Fusion-Extraction Network for Multimodal Sentiment Analysis. - Tao Jiang 059; Jiahai Wang; Zhiyue Liu; Yingbiao Ling (PAKDD (2), 2020)

Utilizing BERT Intermediate Layers for Aspect Based Sentiment Analysis and Natural Language Inference. - Youwei Song; Jiahai Wang; Zhiwei Liang; Zhiyue Liu; Tao Jiang 059 (CoRR, 2020)

IMA System Health Assessment Method Based on Incremental Random Forest. - Yujie Li; Dong Song; Zhiyue Liu; Yuju Cao (Information Technology and Intelligent Transportation Systems, 2020)

A Cooperative Framework with Generative Adversarial Networks and Entropic Auto-Encoders for Text Generation. - Zhiyue Liu; Jiahai Wang (IJCNN, 2021)

Multi-agent Deep Reinforcement Learning with Spatio-Temporal Feature Fusion for Traffic Signal Control. - Xin Du; Jiahai Wang; Siyuan Chen 005; Zhiyue Liu (ECML/PKDD (4), 2021)

Topic-to-Essay Generation with Comprehensive Knowledge Enhancement. - Zhiyue Liu; Jiahai Wang; Zhenghong Li (ECML/PKDD (5), 2021)

GSMNet: Global Semantic Memory Network for Aspect-Level Sentiment Classification. - Zhiyue Liu; Jiahai Wang; Xin Du; Yanghui Rao; Xiaojun Quan (IEEE Intell. Syst., 2021)

UECA-Prompt: Universal Prompt for Emotion Cause Analysis. - Xiaopeng Zheng; Zhiyue Liu; Zizhen Zhang; Zhaoyang Wang; Jiahai Wang (COLING, 2022)

A Coarse-to-Fine Training Paradigm for Dialogue Summarization. - Zhiyue Liu; Zhaoyang Wang; Jiahai Wang (ICANN (1), 2022)

Multiple userids identification with deep learning. - Xin Du; Siyuan Chen 005; Zhiyue Liu; Jiahai Wang (Expert Syst. Appl., 2022)

RMLM: A Flexible Defense Framework for Proactively Mitigating Word-level Adversarial Attacks. - Zhaoyang Wang; Zhiyue Liu; Xiaopeng Zheng; Qinliang Su; Jiahai Wang (ACL (1), 2023)

A Two-Stage Chinese Medical Video Retrieval Framework with LLM. - Ningjie Lei; Jinxiang Cai; Yixin Qian; Zhilong Zheng; Chao Han; Zhiyue Liu; Qingbao Huang (NLPCC (3), 2023)

Deep Learning-Based Knowledge Injection for Metaphor Detection: A Comprehensive Review. - Cheng Yang; Wenye Zhao; Zhiyue Liu; Qingbao Huang (CoRR, 2023)

Improving Cross-Modal Alignment with Synthetic Pairs for Text-Only Image Captioning. - Zhiyue Liu; Jinyuan Liu 001; Fanrong Ma (AAAI, 2024)

Target-Oriented Multimodal Sentiment Classification with Adaptive Modality Weighting. - Zhiyue Liu; Fanrong Ma (NLPCC (4), 2024)

Task-Specific Information Decomposition for End-to-End Dense Video Captioning. - Zhiyue Liu; Xinru Zhang; Jinyuan Liu (ACL (1), 2025)

Spatial temporal graph convolution network for the analysis of regional wall motion in left ventricular opacification echocardiography. - Rongpu Cui; Wenfeng He; Junhao Huang; Junyan Zhang; Haozhe Zhang; Shichu Liang; Yujun He; Zhiyue Liu; Shaobing Gao; Yong He; Jian Peng; He Huang (Biomed. Signal Process. Control., 2025)

Synthesize then align: Modality alignment augmentation for zero-shot image captioning with synthetic data. - Zhiyue Liu; Jinyuan Liu; Xin Ling; Qingbao Huang; Jiahai Wang (Knowl. Based Syst., 2025)