Robust Sparse Logistic Regression With the Lq (0 < q < 1) Regularization for Feature Selection Using Gene Expression Data. - Ziyi Yang; Yong Liang 001; Hui Zhang 032; Hua Chai; Bowen Zhang 005; Cheng Peng 003 (IEEE Access, 2018)

Cross-Domain Sentiment Classification by Capsule Network With Semantic Rules. - Bowen Zhang 005; Xiaofei Xu; Min Yang 007; Xiaojun Chen 006; Yunming Ye (IEEE Access, 2018)

A Multivariate Time Series Classification Method Based on Self-attention. - Huiwei Lin; Yunming Ye; Ka-Cheong Leung; Bowen Zhang 005 (ICGEC, 2019)

Road Detection via Deep Residual Dense U-Net. - Xiaofei Yang 002; Xutao Li; Yunming Ye; Xiaofeng Zhang 002; Haijun Zhang 002; Xiaohui Huang 003; Bowen Zhang 005 (IJCNN, 2019)

Learning Personalized End-to-End Task-Oriented Dialogue Generation. - Bowen Zhang 005; Xiaofei Xu; Xutao Li; Yunming Ye; Xiaojun Chen 006; Lianjie Sun (NLPCC (1), 2019)

A Hierarchical Model with Recurrent Convolutional Neural Networks for Sequential Sentence Classification. - Xinyu Jiang; Bowen Zhang 005; Yunming Ye; Zhenhua Liu 006 (NLPCC (2), 2019)

Learning Stance Classification with Recurrent Neural Capsule Network. - Lianjie Sun; Xutao Li; Bowen Zhang 005; Yunming Ye; Baoxun Xu (NLPCC (1), 2019)

Sentiment analysis through critic learning for optimizing convolutional neural networks with rules. - Bowen Zhang 005; Xiaofei Xu; Xutao Li; Xiaojun Chen 006; Yunming Ye; Zhongjie Wang (Neurocomputing, 2019)

Enhancing Cross-target Stance Detection with Transferable Semantic-Emotion Knowledge. - Bowen Zhang 005; Min Yang 007; Xutao Li; Yunming Ye; Xiaofei Xu; Kuai Dai (ACL, 2020)

A Noise Adaptive Model for Distantly Supervised Relation Extraction. - Xu Huang; Bowen Zhang 005; Yunming Ye; Xiaojun Chen 006; Xutao Li (NLPCC (1), 2020)

A memory network based end-to-end personalized task-oriented dialogue generation. - Bowen Zhang 005; Xiaofei Xu; Xutao Li; Yunming Ye; Xiaojun Chen 006; Zhongjie Wang (Knowl. Based Syst., 2020)

Knowledge Guided Capsule Attention Network for Aspect-Based Sentiment Analysis. - Bowen Zhang 005; Xutao Li; Xiaofei Xu; Ka-Cheong Leung; Zhiyao Chen; Yunming Ye (IEEE ACM Trans. Audio Speech Lang. Process., 2020)

Sentiment Interpretable Logic Tensor Network for Aspect-Term Sentiment Analysis. - Bowen Zhang 005; Xu Huang; Zhichao Huang 001; Hu Huang 009; Baoquan Zhang; Xianghua Fu; Liwen Jing (COLING, 2022)

How would Stance Detection Techniques Evolve after the Launch of ChatGPT? - Bowen Zhang 005; Daijun Ding; Liwen Jing (CoRR, 2022)

Location-Refining neural network: A new deep learning-based framework for Heavy Rainfall Forecast. - Xu Huang; Chuyao Luo; Yunming Ye; Xutao Li; Bowen Zhang 005 (Comput. Geosci., 2022)

Unsupervised deep hashing through learning soft pseudo label for remote sensing image retrieval. - Yuxi Sun 002; Yunming Ye; Xutao Li; Shanshan Feng 001; Bowen Zhang 005; Jian Kang 005; Kuai Dai (Knowl. Based Syst., 2022)

Logic tensor network with massive learned knowledge for aspect-based sentiment analysis. - Hu Huang 009; Bowen Zhang 005; Liwen Jing; Xianghua Fu; Xiaojun Chen 006; Jianyang Shi (Knowl. Based Syst., 2022)

Multisource Data Reconstruction-Based Deep Unsupervised Hashing for Unisource Remote Sensing Image Retrieval. - Yuxi Sun 002; Yunming Ye; Jian Kang 005; Rubén Fernández-Beltran; Yifang Ban; Xutao Li; Bowen Zhang 005; Antonio Plaza (IEEE Trans. Geosci. Remote. Sens., 2022)

Stance Detection on Social Media with Background Knowledge. - Ang Li; Bin Liang 004; Jingqian Zhao; Bowen Zhang 005; Min Yang 007; Ruifeng Xu 001 (EMNLP, 2023)

Knowledge-Aware Few Shot Learning for Event Detection from Short Texts. - Jinjin Guo; Zhichao Huang 001; Guangning Xu; Bowen Zhang 005; Chaoqun Duan (ICASSP, 2023)

Int-GNN: A User Intention Aware Graph Neural Network for Session-Based Recommendation. - Guangning Xu; Jinyang Yang; Jinjin Guo; Zhichao Huang 001; Bowen Zhang 005 (ICASSP, 2023)

Twitter Stance Detection via Neural Production Systems. - Bowen Zhang 005; Daijun Ding; Guangning Xu; Jinjin Guo; Zhichao Huang 001; Xu Huang (ICASSP, 2023)

Adaptive Fusion Attention Network for Facial Expression Recognition. - Guodong Li; Cheng Peng 003; Kun Zou; Bowen Zhang 005 (ICCPR, 2023)

Investigating Chain-of-thought with ChatGPT for Stance Detection on Social Media. - Bowen Zhang 005; Xianghua Fu; Daijun Ding; Hu Huang 009; Yangyang Li; Liwen Jing (CoRR, 2023)

A Logically Consistent Chain-of-Thought Approach for Stance Detection. - Bowen Zhang 005; Daijun Ding; Liwen Jing; Hu Huang 009 (CoRR, 2023)

Cross-Domain Aspect-Based Sentiment Classification by Exploiting Domain- Invariant Semantic-Primary Feature. - Bowen Zhang 005; Xianghua Fu; Chuyao Luo; Yunming Ye; Xutao Li; Liwen Jing (IEEE Trans. Affect. Comput., 2023)

Adaptive Transfer of Graph Neural Networks for Few-Shot Molecular Property Prediction. - Baoquan Zhang; Chuyao Luo; Hao Jiang; Shanshan Feng 001; Xutao Li; Bowen Zhang 005; Yunming Ye (IEEE ACM Trans. Comput. Biol. Bioinform., 2023)

Interpretable local flow attention for multi-step traffic flow prediction. - Xu Huang; Bowen Zhang 005; Shanshan Feng 001; Yunming Ye; Xutao Li (Neural Networks, 2023)

NPDN-3D: A 3D neural partial differential network for spatiotemporal prediction. - Xu Huang; Shanshan Feng 001; Yunming Ye; Xutao Li; Bowen Zhang 005; Shidong Chen (Pattern Recognit., 2023)

Knowledge-enhanced Prompt-tuning for Stance Detection. - Hu Huang 009; Bowen Zhang 005; Xiang-Yang Li 001; Baoquan Zhang; Yuxi Sun 002; Chuyao Luo; Cheng Peng 003 (ACM Trans. Asian Low Resour. Lang. Inf. Process., 2023)

Spatiotemporal prediction in three-dimensional space by separating information interactions. - Xu Huang; Bowen Zhang 005; Yunming Ye; Shanshan Feng 001; Xutao Li (Appl. Intell., 2023)

On Understanding of Spatiotemporal Prediction Model. - Xu Huang; Xutao Li; Yunming Ye; Shanshan Feng 001; Chuyao Luo; Bowen Zhang 005 (IEEE Trans. Circuits Syst. Video Technol., 2023)

Multi-task framework of precipitation nowcasting. - Zheng Zhang 046; Chuyao Luo; Baoquan Zhang; Hao Jiang; Bowen Zhang 005 (CAAI Trans. Intell. Technol., 2023)

iTrendRNN: An Interpretable Trend-Aware RNN for Meteorological Spatiotemporal Prediction. - Xu Huang; Chuyao Luo; Bowen Zhang 005; Huiwei Lin; Xutao Li; Yunming Ye (AAAI, 2024)

MetaDiff: Meta-Learning with Conditional Diffusion for Few-Shot Learning. - Baoquan Zhang; Chuyao Luo; Demin Yu; Xutao Li; Huiwei Lin; Yunming Ye; Bowen Zhang 005 (AAAI, 2024)

EDDA: An Encoder-Decoder Data Augmentation Framework for Zero-Shot Stance Detection. - Daijun Ding; Li Dong; Zhichao Huang 001; Guangning Xu; Xu Huang; Bo Liu; Liwen Jing; Bowen Zhang 005 (LREC/COLING, 2024)

MoZIP: A Multilingual Benchmark to Evaluate Large Language Models in Intellectual Property. - Shiwen Ni; Minghuan Tan; Yuelin Bai; Fuqiang Niu; Min Yang 007; Bowen Zhang 005; Ruifeng Xu 001; Xiaojun Chen 006; Chengming Li; Xiping Hu (LREC/COLING, 2024)

A Challenge Dataset and Effective Models for Conversational Stance Detection. - Fuqiang Niu; Min Yang 007; Ang Li; Baoquan Zhang; Xiaojiang Peng; Bowen Zhang 005 (LREC/COLING, 2024)

Cross-Target Stance Detection by Exploiting Target Analytical Perspectives. - Daijun Ding; Rong Chen; Liwen Jing; Bowen Zhang 005; Xu Huang; Li Dong; Xiaowen Zhao; Ge Song (ICASSP, 2024)

Towards Cross-Domain Single Blood Cell Image Classification Via Large-Scale Lora-Based Segment Anything Model. - Lingcong Cai; Yongcheng Li; Ying Lu; Yupeng Zhang; Jingyan Jiang; Genan Dai; Bowen Zhang 005; Jingzhou Cao; Zhongxiang Zhang; Xiaomao Fan (ISBI, 2024)

Multimodal Multi-turn Conversation Stance Detection: A Challenge Dataset and Effective Model. - Fuqiang Niu; Zebang Cheng; Xianghua Fu; Xiaojiang Peng; Genan Dai; Yin Chen; Hu Huang 009; Bowen Zhang 005 (ACM Multimedia, 2024)

MIPS at SemEval-2024 Task 3: Multimodal Emotion-Cause Pair Extraction in Conversations with Multimodal Language Models. - Zebang Cheng; Fuqiang Niu; Yuxiang Lin; Zhi-Qi Cheng; Xiaojiang Peng; Bowen Zhang 005 (SemEval@NAACL, 2024)

MoZIP: A Multilingual Benchmark to Evaluate Large Language Models in Intellectual Property. - Shiwen Ni; Minghuan Tan; Yuelin Bai; Fuqiang Niu; Min Yang 007; Bowen Zhang 005; Ruifeng Xu 001; Xiaojun Chen 006; Chengming Li; Xiping Hu; Ye Li 002; Jianping Fan 002 (CoRR, 2024)

EDDA: A Encoder-Decoder Data Augmentation Framework for Zero-Shot Stance Detection. - Daijun Ding; Li Dong; Zhichao Huang 001; Guangning Xu; Xu Huang; Bo Liu; Liwen Jing; Bowen Zhang 005 (CoRR, 2024)

Core Knowledge Learning Framework for Graph Adaptation and Scalability Learning. - Bowen Zhang 005; Zhichao Huang 001; Genan Dai; Guangning Xu; Xiaomao Fan; Hu Huang 009 (CoRR, 2024)

Towards Cross-Domain Single Blood Cell Image Classification via Large-Scale LoRA-based Segment Anything Model. - Yongcheng Li; Lingcong Cai; Ying Lu; Yupeng Zhang; Jingyan Jiang; Genan Dai; Bowen Zhang 005; Jingzhou Cao; Xiangzhong Zhang; Xiaomao Fan (CoRR, 2024)

Domain-invariant Representation Learning via Segment Anything Model for Blood Cell Classification. - Yongcheng Li; Lingcong Cai; Ying Lu; Cheng Lin; Yupeng Zhang; Jingyan Jiang; Genan Dai; Bowen Zhang 005; Jingzhou Cao; Xiangzhong Zhang; Xiaomao Fan (CoRR, 2024)

A Survey of Stance Detection on Social Media: New Directions and Perspectives. - Bowen Zhang 005; Genan Dai; Fuqiang Niu; Nan Yin; Xiaomao Fan; Hu Huang 009 (CoRR, 2024)

DualCoTs: Dual Chain-of-Thoughts Prompting for Sentiment Lexicon Expansion of Idioms. - Fuqiang Niu; Minghuan Tan; Bowen Zhang 005; Min Yang 007; Ruifeng Xu 001 (CoRR, 2024)

A fine-grained self-adapting prompt learning approach for few-shot learning with pre-trained language models. - Xiaojun Chen 006; Ting Liu; Philippe Fournier-Viger; Bowen Zhang 005; Guodong Long; Qin Zhang 011 (Knowl. Based Syst., 2024)

FHDTIE: Fine-Grained Heterogeneous Data Fusion for Tropical Cyclone Intensity Estimation. - Guangning Xu; Michael K. Ng 001; Yunming Ye; Bowen Zhang 005 (IEEE Trans. Geosci. Remote. Sens., 2024)

TLS-MWP: A Tensor-Based Long- and Short-Range Convolution for Multiple Weather Prediction. - Guangning Xu; Michael K. Ng 001; Yunming Ye; Xutao Li; Ge Song; Bowen Zhang 005; Zhichao Huang 001 (IEEE Trans. Circuits Syst. Video Technol., 2024)

Toward a Variation-Aware and Interpretable Model for Radar Image Sequence Prediction. - Xu Huang; Yunming Ye; Bowen Zhang 005; Huiwei Lin; Yuxi Sun 002; Xutao Li; Chuyao Luo (IEEE Trans. Ind. Informatics, 2024)

Core Knowledge Learning Framework for Graph. - Bowen Zhang 005; Zhichao Huang 001; Guangning Xu; Xiaomao Fan; Mingyan Xiao; Genan Dai; Hu Huang 009 (AAAI, 2025)

Zero-shot Stance Detection with Logically Consistent Data Augmentation. - Bowen Zhang 005; Xu Li; Jun Ma; Xi Zhang; Genan Dai; Jianhua Ye (ICASSP, 2025)

Semantics-Guided Dynamic Hypergraph Network for Human Mobility Nowcasting in Disaster. - Bowen Zhang 005; Yunlong Xing; Zinao Su; Jinzhou Cao; Tianhong Zhao; Genan Dai (ICASSP, 2025)

C-MTCSD: A Chinese Multi-Turn Conversational Stance Detection Dataset. - Fuqiang Niu; Yi Yang; Xianghua Fu; Genan Dai; Bowen Zhang 005 (WWW (Companion Volume), 2025)

CRRL: Contrastive Region Relevance Learning Framework for Cross-city Traffic Prediction. - Genan Dai; Wenfeng Yi; Jinzhou Cao; Zhaoya Gong; Xianghua Fu; Bowen Zhang 005 (Inf. Fusion, 2025)

Logic Augmented Multi-Decision Fusion Framework for Stance Detection on Social Media. - Bowen Zhang 005; Jun Ma; Xianghua Fu; Genan Dai (Inf. Fusion, 2025)

Large Language Model Enhanced Logic Tensor Network for Stance Detection. - Genan Dai; Jiayu Liao; Sicheng Zhao; Xianghua Fu; Xiaojiang Peng; Hu Huang 009; Bowen Zhang 005 (Neural Networks, 2025)

Tucker Decomposition-Enhanced Dynamic Graph Convolutional Networks for Crowd Flows Prediction. - Genan Dai; Weiyang Kong; Yubao Liu; Bowen Zhang 005; Xiaojiang Peng; Xiaomao Fan; Hu Huang 009 (ACM Trans. Intell. Syst. Technol., 2025)

TwiUSD: A Benchmark Dataset and Structure-Aware LLM Framework for User Stance Detection. - Fuqiang Niu; Zini Chen 001; Zhiyu Xie 006; Genan Dai; Bowen Zhang 005 (CoRR, 2025)

Abstract, Align, Predict: Zero-Shot Stance Detection via Cognitive Inductive Reasoning. - Jun Ma; Fuqiang Niu; Dong Li; Jinzhou Cao; Genan Dai; Bowen Zhang 005 (CoRR, 2025)

MT2-CSD: A New Dataset and Multi-Semantic Knowledge Fusion Method for Conversational Stance Detection. - Fuqiang Niu; Genan Dai; Yisha Lu; Jiayu Liao; Xiang Li; Hu Huang 009; Bowen Zhang 005 (CoRR, 2025)

Knowledge-Augmented Interpretable Network for Zero-Shot Stance Detection on Social Media. - Bowen Zhang 005; Daijun Ding; Zhichao Huang 001; Ang Li; Yangyang Li; Baoquan Zhang; Hu Huang 009 (IEEE Trans. Comput. Soc. Syst., 2025)

Domain-invariant representation learning via SAM for blood cell classification. - Yongcheng Li; Lingcong Cai; Ying Lu; Cheng Lin; Yupeng Zhang; Jingyan Jiang; Genan Dai; Bowen Zhang 005; Jingzhou Cao; Xiangzhong Zhang; Xiaomao Fan (Pattern Recognit., 2026)