Selected Publications
The full list of my publications can be found on my Google Scholar
Journal Papers
Cunhang Fan; Enrui Liu; Jing Zhou; Jian Kang; Jie Li; Andong Li; Jian Zhou; Zhao Lv; Xuelong Li, DBHN-Net: Dual-Branch Hybrid Neural Network For Low-Complexity Monaural Speech Enhancement. IEEE Transactions on Pattern Analysis and Machine Intelligence, 2026, 48:12196 - 12210. paper (人工智能领域顶级期刊, CCF A)
Nayu Liu; Kaiwen Wei; Yong Yang; Jianhua Tao; Xian Sun; Fanglong Yao; Hongfeng Yu; Li Jin; Zhao Lv; Cunhang Fan#, Multimodal Cross-lingual Summarization for Videos: A Revisit in Knowledge Distillation Induced Triple-stage Training Method. IEEE Transactions on Pattern Analysis and Machine Intelligence, 2024, 46:10697-10714.paper code (人工智能领域顶级期刊, CCF A, 唯一通讯作者)
Jian Zhou; Lei Wang; Cunhang Fan#; Wenming Zheng; Hon Keung Kwan, STMH: Speech-Text Modality Harmonization for Controllable Emotional Speech Synthesis With Mel-derivative Augmented Conditional Adversarial Training . IEEE Transactions on Affective Computing, 2026, 17: 2762 - 2779. paper (情感计算领域顶级期刊, CAAI A, CCF B, 唯一通讯作者)
Enrui Liu; Andong Li; Cunhang Fan#; Chengshi Zheng; Jiangyan Yi; Ruibo Fu; Xinhui Li; Jian Zhou; Zhao Lv, SSE-Net: Towards Low-Power-Consumption Spiking Neural Network for Monaural Speech Enhancement. IEEE Transactions on Audio, Speech, and Language Processing, 2026, 34: 2077 - 2089. paper (语音领域顶级期刊, CAAI A, CCF B, 唯一通讯作者)
Cunhang Fan; Jiahao Li; Enrui Liu; Jiangyan Yi; Xinhui Li; Ruibo Fu; Zhao Lv, A Joint Training Framework for Noise-Robust Speech Recognition through Multi-Level Feature Fusion. IEEE Transactions on Audio, Speech, and Language Processing, 2025, 33: 4808 - 4820. paper (语音领域顶级期刊, CAAI A, CCF B)
Cunhang Fan; Wang Xiang; Jianhua Tao; Jiangyan Yi; Zhao Lv, Cross-Modal Knowledge Distillation with Multi-Stage Adaptive Feature Fusion for Speech Separation. IEEE Transactions on Audio, Speech, and Language Processing, 2025, 33: 935-948. paper (语音领域顶级期刊, CAAI A, CCF B)
Cunhang Fan; Mingming Ding; Jianhua Tao; Ruibo Fu; Jiangyan Yi; Zhengqi Wen; Zhao Lv, Dual-Branch Knowledge Distillation for Noise-Robust Synthetic Speech Detection. IEEE/ACM Transactions on Audio, Speech, and Language Processing, 2024, 32:2453-2466.paper code (语音领域顶级期刊, CAAI A, CCF B)
Cunhang Fan; Zhiqiang Tang; Jun Xue; Junqin Cao; Zhao Lv; Zhengqi Wen; Jianhua Tao, FLADD: Federated Learning-Based Privacy Protection for Audio Deepfake Detection. IEEE Transactions on Audio, Speech, and Language Processing, 2026. paper (语音领域顶级期刊, CAAI A, CCF B)
Cunhang Fan; Kang Zhu; Jianhua Tao; Guofeng Yi; Jun Xue; Zhao Lv, Multi-level Contrastive Learning: Hierarchical Alleviation of Heterogeneity in Multimodal Sentiment Analysis. IEEE Transactions on Affective Computing, 2025, 16:207-222. paper code (情感计算领域顶级期刊, CAAI A, CCF B)
Cunhang Fan; Huiyao Lv, Sheng Zhang, Jian Zhou, Xinhui Li, Changyin Sun, and Zhao Lv. DA2Mel: A Dual-Dynamic Adaptive Network for EEG-to-Mel Spectrogram Reconstruction. ACM Transactions on Autonomous and Adaptive Systems, 2026. paper (CCF B)
范存航; 李骏凌; 张晶晶; 高佑典; 陈颖; 易江燕; 吕钊, 基于门控交叉注意力融合的神经导向说话人提取方法. 计算机研究与发展, 2026, 63(6): 1534-1547. paper (CCF A)
Cunhang Fan; Fan Yang, Jingjing Zhang, Jingpeng Sun, Hao Che, Su Hu, Zhengqi Wen, Zhao Lv, A Domain Adaptation Framework by Aligning the Inverse Gram Matrices for Cross-Subject Motor Imagery Classification. IEEE Transactions on Consumer Electronics, 2025, 5390 - 5403. paper
Cunhang Fan; Jianhua Tao; Bin Liu; Jiangyan Yi; Zhengqi Wen; Xuefei Liu, End-to-End Post-filter for Speech Separation with Deep Attention Fusion Features, IEEE/ACM Transactions on Audio, Speech, and Language Processing, 2020, 28:1303-1314.paper (语音领域顶级期刊, CAAI A, CCF B)
Cunhang Fan; Jiangyan Yi; Jianhua Tao; Zhengkun Tian; Bin Liu; Zhengqi Wen, Gated Recurrent Fusion with Joint Training Framework for Robust End-to-End Speech Recognition, IEEE/ACM Transactions on Audio, Speech, and Language Processing, 2021, 29:198-209.paper (语音领域顶级期刊, CAAI A, CCF B)
Cunhang Fan; Hongyu Zhang; Qinke Ni; Jingjing Zhang; Jianhua Tao; Jian Zhou; Jiangyan Yi; Zhao Lv; Xiaopei Wu, Seeing Helps Hearing: A Multi-modal Dataset and a Mamba-based Dual Branch Parallel Network for Auditory Attention Decoding, Information Fusion, 2025, Volume 118, 102946. paper (中科院一区top，CAAI A)
Cunhang Fan; Jinqin Wang; Wei Huang; Xiaoke Yang; Guangxiong Pei; Taihao Li; Zhao Lv. Light-weight residual convolution-based capsule network for EEG emotion recognition. Advanced Engineering Informatics, 2024, Volume 61, 102522.paper code (中科院一区top，CCF B)
Conference Papers
Cunhang Fan, Jun Zhang, Xue Zhang, Shuai Zhang, Zhao Lv, Jianhua Tao, Zhengqi Wen, ReFL: Reflective Feedback Learning for Hallucination Detection of Large Language Models. The 64th Annual Meeting of the Association for Computational Linguistics (ACL), 2026: 19648–19665. paper(CCF A)
Xiran Chen; Xiaoke Yang; Jian Zhou; Zhao Lv; Cunhang Fan#, PCRNet: Phase-aware Complex Refinement Network for EEG-based Auditory Attention Decoding. International Conference on Machine Learning (ICML), 2026.(CCF A, 唯一通讯作者)
Cunhang Fan; Sheng Zhang; Jingjing Zhang; Enrui Liu; Xinhui Li; Gangming Zhao; Zhao Lv, DMF2Mel: A Dynamic Multiscale Fusion Network for EEG-Driven Mel Spectrogram Reconstruction. ACM International Conference on Multimedia (ACM MM), 2025: 6977 - 6985. paper (CCF A)
Jian Zhou; Yingjie Xie; Cunhang Fan#; Huabin Wang; Zhao Lv; Liang Tao, DHGCN: Dual HyperGraph Convolutional Network for EEG-Based Auditory Attention Detection. ACM International Conference on Multimedia (ACM MM), 2025: 612-620. paper (CCF A, 唯一通讯作者)
Sheng Yan; Cunhang Fan#; Hongyu Zhang; Xiaoke Yang; Jianhua Tao; Zhao Lv, DARNet: Dual Attention Refinement Network with Spatiotemporal Construction for Auditory Attention Detection. Annual Conference on Neural Information Processing Systems (NeurIPS), 2024, 37: 31688-31707. paper(人工智能领域顶会, CCF A, 唯一通讯作者, 共同第一作者)
Cunhang Fan; Jingjing Zhang; Hongyu Zhang; Wang Xiang; Jianhua Tao; Xinhui Li; Jiangyan Yi; Dianbo Sui; Zhao Lv, MSFNet: Multi-Scale Fusion Network for Brain-Controlled Speaker Extraction. ACM International Conference on Multimedia (ACM MM), 2024, 1652 - 1661. paper (CCF A)
Cunhang Fan; Enrui Liu; Andong Li; Jianhua Tao; Jian Zhou; Jiahao Li; Chengshi Zheng; Zhao Lv. BSDB-Net:Band-Split Dual-Branch Network with Selective State Spaces Mechanism for Monaural Speech Enhancement. Proceedings of the AAAI Conference on Artificial Intelligence, 2025, 39(22): 23850-23858.paper (CCF A)
Cunhang Fan; Yujie Chen; Jun Xue; Yonghui Kong; Jianhua Tao; Zhao Lv. Progressive Distillation Based on Masked Generation Feature Method for Knowledge Graph Completion. Proceedings of the AAAI Conference on Artificial Intelligence, 2024, 38(8), 8380-8388.paper code (CCF A)
Zhao Lv, Haoran Zhou, Ying Chen, Youdian Gao, Xinhui Li, Ruibo Fu, Cunhang Fan#. Trainable EEG Interpolation and Structure-Sharing Dual-Path Encoders for Brain-Assisted Target Speaker Extraction. Proceedings of the AAAI Conference on Artificial Intelligence, 2026, 40(38), 32392-32400. paper (CCF A, 唯一通讯作者)
Cunhang Fan; Xiaoke Yang; Hongyu Zhang; Ying Chen; Lu Li; Jian Zhou; Zhao Lv, ListenNet: A Lightweight Spatio-Temporal Enhancement Nested Network for Auditory Attention Detection. International Joint Conference on Artificial Intelligence (IJCAI 2025), 2025, 4137-4145. paper
Cunhang Fan; Ying Chen; Jian Zhou; Zexu Pan; Jingjing Zhang; Youdian Gao; Xiaoke Yang; Zhengqi Wen; Zhao Lv, M3ANet: Multi-scale and Multi-Modal Alignment Network for Brain-Assisted Target Speaker Extraction. International Joint Conference on Artificial Intelligence (IJCAI 2025), 2025, 8040-8048. paper
Lu Li; Cunhang Fan#; Hongyu Zhang; Jingjing Zhang; Xiaoke Yang; Jian Zhou; Zhao Lv, MHANet: Multi-scale Hybrid Attention Network for Auditory Attention Detection. International Joint Conference on Artificial Intelligence (IJCAI 2025), 2025, 4173-4181. paper (唯一通讯作者)
Qinke Ni; Hongyu Zhang; Cunhang Fan#; Shengbing Pei; Chang Zhou; Zhao Lv, DBPNet: Dual-Branch Parallel Network with Temporal-Frequency Fusion for Auditory Attention Detection. International Joint Conference on Artificial Intelligence (IJCAI 2024), Jeju, 2024:3115-3123. (Corresponding author)paper code (共同通讯作者, 共同第一作者)