部分发表论文：
2026
Huan Liu, Yuzhe Zhang*, Chengxi Xie, Tianyu Lou, Wei Feng, Dalin Zhang. HeteFedEEG: Prototype-Transfer Heterogeneous Federated Learning for EEG-based Emotion Recognition. IEEE Transactions on Cognitive and Developmental Systems (TCDS), 2026.
Guanjian Liu, Huan Liu*, Yuhan Shi, Yuzhe Zhang, Yugui Xie, Dalin Zhang. MVP4EI: A Multi-View Persistent Spatio-Temporal Feature Learning for EEG Imputation. ICASSP, 2026. （CCF B）
Zejun Liu, Yunshan Chen, Chengxi Xie, Yugui Xie, Huan Liu*. LibEMER: A novel benchmark and algorithms library for EEG-based Multimodal Emotion Recognition. ICASSP, 2026.（CCF B）
Zuqi Huang, Mengxin Tian, Huan Liu*, Wentao Li, Baobao Liang, Jie Wu, Fang Yan, Zhaoqing Tang*, Zhongyu Li*. Rank-aware Agglomeration of Foundation Models for Immunohistochemistry Image Cell Counting. Medical Image Analysis (MedIA), 2026.（中科院一区）
2025
Yuzhe Zhang#, Chengxi Xie#, Huan Liu*, Yuhan Shi, Guanjian Liu, Dalin Zhang. MIND-EEG: Multi-Granularity Integration Network with Discrete Codebook for EEG-based Emotion Recognition. IEEE Transactions on Affective Computing (TAFFC), 2025.（中科院一区）
Huan Liu, Shusen Yang, Yuzhe Zhang*, Mengze Wang, Fanyu Gong, Chengxi Xie, Guanjian Liu, Zejun Liu, Yong-Jin Liu, Bao-Liang Lu, Dalin Zhang*. LibEER: A Comprehensive Benchmark and Algorithm Library for EEG-based Emotion Recognition[J]. IEEE Transactions on Affective Computing (TAFFC), 2025.（中科院一区）
Sizhe Dang, Huan Liu*, Mengmeng Wang*, Xin Lai, Guang Dai, Jingdong Wang. VidEvo: Evolving Video Editing through Exhaustive Temporal Modeling. IJCAI, 2025.（CCF A）
Qinghua Zheng, Huan Liu*, Xiaoqing Zhang, Caixia Yan, Xiangyong Cao, Tieliang Gong, Yong-Jin Liu, Bin Shi, Zhen Peng, Xiaocen Fan, Ying Cai, Jun Liu. Machine Memory Intelligence: Inspired by Human Memory Mechanisms. Engineering, 2025.（中科院二区）
Huan Liu#, Yuzhe Zhang#*, Guanjian Liu, Xinxin Du, Haochong Wang, Dalin Zhang. A Multi-Label EEG Dataset for Mental Attention State Classification in Online Learning. ICASSP, 2025.（CCF B）
2024
Yuntao Shou, Huan Liu*, Xiangyong Cao, Deyu Meng, Bo Dong. A Low-Rank Matching Attention Based Cross-Modal Feature Fusion Method for Conversational Emotion Recognition. IEEE Transactions on Affective Computing(TAFFC), 2024.（中科院一区）
Huan Liu, Tianyu Lou, Yuzhe Zhang, Yixiao Wu, Yang Xiao, Christian S. Jensen, Dalin Zhang*. EEG-Based Multimodal Emotion Recognition: A Machine Learning Perspective. IEEE Transactions on Instrumentation and Measurement (TIM), 2024. （中科院二区，ESI高被引）
Huan Liu, Yuzhe Zhang, Xuxu Chen, Dalin Zhang*, Rui Li, Tao Qin. Self-Supervised EEG Representation Learning for Robust Emotion Recognition. ACM Transactions on Sensor Networks (TOSN), 2024.（CCF B）
Yuzhe Zhang, Huan Liu*, Yang Xiao*, Mohammed Amoon, Dalin Zhang, Di Wang, Shusen Yang, and Chai Quek. LLM-enhanced Multi-teacher Knowledge Distillation for Modality-Incomplete Emotion Recognition in Daily Healthcare. IEEE Journal of Biomedical And Health Informatics (JBHI), 2024.（中科院二区）
Yuzhe Zhang, Huan Liu*, Di Wang*, Dalin Zhang, Tianyu Lou, Qinghua Zheng, Chai Quek. Cross-modal Credibility Modelling for EEG-based Multimodal Emotion Recognition. Journal of Neural Engineering (JNE), 2024.
Zihan Ma, Huan Liu*, Zhi Zeng, Hao Guo, Xiang Zhao, Minnan Luo.Learning Multimodal Attention Mixed with Frequency Domain Information as Detector for Fake News Detection. ICME, 2024.（CCF B）
Zhi Zeng, Minnan Luo, Xiangzheng Kong, Huan Liu, Hao Guo, Hao Yang, Zihan Ma, Xiang Zhao. Mitigating World Biases: A Multimodal Multi-View Debiasing Framework for Fake News Video Detection. ACM MM, 2024.（CCF A）
Jiahao Wang, Caixia Yan, Weizhan Zhang, Huan Liu, Hao Sun, Qinghua Zheng, SAUI: Scale-Aware Unseen Imagineer for Zero-Shot Object Detection. AAAI, 2024.（CCF A）
~2023
郑庆华, 刘欢, 龚铁梁, 张玲玲, 刘均. 大数据知识工程发展现状及展望. 中国工程科学, 2023年3月.
Yixiao Wu, Huan Liu*, Dalin Zhang, Yuzhe Zhang, Tianyu Lou, Qinghua Zheng. AutoEER: Automatic EEG-based Emotion Recognition with Neural Architecture Search. Journal of Neural Engineering (JNE), 2023.
Gaowen Liu, Huan Liu*, Caixia Yan, Yuyang Guo, Rui Li, Qinghua Zheng. Spatially-Aware Human-Object Interaction Detection with Cross-Modal Enhancement. ICONIP, 2023.
Huan Liu, Ke Li, Jianping Fan, Caixia Yan, Tao Qin*, Qinghua Zheng. Social Image-text Sentiment Classification With Cross-Modal Consistency and Knowledge Distillation. IEEE Transactions on Affective Computing (TAFFC), 2022.（中科院一区）
Yuzhe Zhang, Huan Liu*, Dalin Zhang, Xuxu Chen, Tao Qin, and Qinghua Zheng. EEG-based Emotion Recognition with Emotion Localization via Hierarchical Self-Attention. IEEE Transactions on Affective Computing (TAFFC), 2022.（中科院一区）
Caixia Yan, Xiaojun Chang, Minnan Luo, Huan Liu, Xiaoqin Zhang, Qinghua Zheng. Semantics-Guided Contrastive Network for Zero-Shot Object Detection. IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2021.（CCF A，ESI高被引）
Yanzhang Lyu, Hongzhi Yin, Jun Liu, Mengyue Liu, Huan Liu, Shizhuo Deng. Reliable Recommendation with Review-level Explanations, ICDE, 2021.（CCF A）
Huan Liu*, Lina Yao, Qinghua Zheng, Minnan Luo, Hongke Zhao, Yanzhang Lyu. Dual-Stream Generative Adversarial Networks for Distributionally Robust Zero-Shot Learning. Information Sciences (IS), 2020.（CCF B）
Huan Liu*, Qinghua Zheng, Minnan Luo, Xiaojun Chang, Caixia Yan, Lina Yao. Memory Transformation Networks for Weakly Supervised Visual Classification. Knowledge-Based Systems (KBS), 2020.（中科院一区）
刘欢*，郑庆华，罗敏楠，赵洪科，肖阳，吕彦章. 基于跨域对抗学习的零样本分类. 计算机研究与发展, 2019.（CCF T1）
Huan Liu*, Yong Ge, Qinghua Zheng, Rongcheng Lin, Huayu Li. Detecting Global and Local Topics via Mining Twitter Data. Neurocomputing, 2018.（中科院二区）
Huan Liu*, Qinghua Zheng, Zhihui Li, Tao Qin, Lei Zhu. An Efficient Multi-Feature SVM Solver for Complex Event Detection. Multimedia Tools and Applications (MTA), 2018.
Zhen Peng, Minnan Luo, Jundong Li, Huan Liu, Qinghua Zheng. ANOMALOUS: A Joint Modeling Approach for Anomaly Detection on Attributed Networks. IJCAI, 2018.（CCF A）
Huan Liu, Qinghua Zheng, Minnan Luo, Dingwen Zhang, Xiaojun Chang*, Deng Cheng. How Unlabeled Web Videos Help Complex Event Detection? IJCAI, 2017.（CCF A）
出版专著：
郑庆华，张玲玲，龚铁梁，刘欢. 大数据知识工程，科学出版社，2023.
发明专利：
刘欢，郭宇扬，史磊，董怡翔，刘高文，万宇哲，基于领域化大模型的开放试题评价方法及相关装置，ZL202510583018.7，2025年.
刘欢，贾成铕，罗敏楠，郑庆华，党茁航，杨名帆，基于组合学习的视频平台logo检测方法及系统及设备，ZL202210102952.9，2024年.
刘欢，张驰，秦涛，郑庆华，刘炉林，何子豪，一种基于高置信标注策略的旗帜检测方法及系统及设备，ZL202210101441.5, 2024年.
刘欢，李珂，秦涛，郑庆华，张玉哲，陈栩栩，一种融合脑电和刺激源信息的视频情感分类方法及系统，ZL202110442820.6，2023年.
刘欢，何子豪，罗敏楠，郑庆华，张驰，刘炉林, 基于知识蒸馏的不良场景识别方法及系统及设备, ZL202210101442.X, 2023年.
罗敏楠，林中平，郑庆华，秦涛，刘欢, 一种建立面向网络社交媒体的隐蔽敏感文本的检测模型的方法, ZL201811332770.0, 2021年.