Slow-Fast Time Parameter Aggregation Network for Class-Incremental Lip Reading. - Xueyi Zhang 001; Chengwei Zhang; Tao Wang 074; Jun Tang 001; Songyang Lao; Haizhou Li 001 (ACM Multimedia, 2023)

Ensemble Deep Learning Models for EEG-Based Auditory Attention Decoding. - Peng Zhao; Ruicong Wang; Zijie Lin; Zexu Pan; Haizhou Li 001; Xueyi Zhang 001 (ISCSLP, 2024)

Binary-Temporal Convolutional Neural Network for Multi-Class Auditory Spatial Attention Detection. - Peng Zhao; Ruicong Wang; Xueyi Zhang 001; Mingrui Lao; Siqi Cai 002 (ISCSLP, 2024)

MMAL: Multi-Modal Analytic Learning for Exemplar-Free Audio-Visual Class Incremental Tasks. - Xianghu Yue; Xueyi Zhang 001; Yiming Chen 010; Chengwei Zhang; Mingrui Lao; Huiping Zhuang; Xinyuan Qian 001; Haizhou Li 001 (ACM Multimedia, 2024)

PD-Refiner: An Underlying Surface Inheritance Refiner with Adaptive Edge-Aware Supervision for Point Cloud Denoising. - Chengwei Zhang; Xueyi Zhang 001; Xianghu Yue; Mingrui Lao; Tao Jiang 062; Jiawei Wang; Fubo Zhang; Longyong Chen (ACM Multimedia, 2024)

Language Without Borders: A Dataset and Benchmark for Code-Switching Lip Reading. - Xueyi Zhang 001; Mingrui Lao; Peng Zhao; Jun Tang 001; Yanming Guo; Siqi Cai 002; Xianghu Yue; Haizhou Li 001 (NeurIPS, 2024)

BrainLoc: Brain Signal-Based Object Detection with Multi-modal Alignment. - Jiaqi Duan; Xiaoda Yang; Kaixuan Luan; Hongshun Qiu; Weicai Yan; Xueyi Zhang 001; Youliang Zhang; Zhaoyang Li; Donglin Huang; Junyu Lu; Ziyue Jiang 001; Xifeng Yang (EMNLP (Findings), 2025)

Generalization-Preserved Learning: Closing the Backdoor to Catastrophic Forgetting in Continual Deepfake Detection. - Xueyi Zhang 001; Peiyin Zhu; Chengwei Zhang; Zhiyuan Yan 002; Jikang Cheng; Mingrui Lao; Siqi Cai 002; Yanming Guo (ICCV, 2025)

Choose Your Expert: Uncertainty-Guided Expert Selection for Continual Deepfake Detection. - Xueyi Zhang 001; Peiyin Zhu; Jinping Sui; Xiaoda Yang; Jiahe Tian; Mingrui Lao; Siqi Cai 002; Yanming Guo; Jun Tang 001 (ACM Multimedia, 2025)

EventLip: Enhancing Event-Based Lip Reading via Frequency-Aware Spatiotemporal Hypergraph Modeling. - Xueyi Zhang 001; Jialu Sun; Chengwei Zhang; Xianghu Yue; Tianfang Xiao; Siqi Cai 002; Mingrui Lao; Haizhou Li 001 (ACM Multimedia, 2025)

TrustCLIP: Learning from Noisy Labels via Semantic Label Verification and Trust-aligned Gradient Projection. - Xueyi Zhang 001; Peiyin Zhu; Yuan Liao; Xiyu Wang; Mingrui Lao; Siqi Cai 002; Yanming Guo; Haizhou Li 001 (ACM Multimedia, 2025)

Listening to the Brain: Multi-Band sEEG Auditory Reconstruction via Dynamic Spatio-Temporal Hypergraphs. - Xueyi Zhang 001; Ruicong Wang; Jialu Sun; Siqi Cai 002; Haizhou Li 001 (NeurIPS, 2025)

Boosting Discriminability for Robust Multimodal Entity Linking with Visual Modality Missing. - Mingrui Lao; Zheng Li; Yanming Guo; Xueyi Zhang 001; Siqi Cai 002; Zhaoyun Ding; Haizhou Li 001 (SIGIR, 2025)

Deep Learning For Point Cloud Denoising: A Survey. - Chengwei Zhang; Xueyi Zhang 001; Mingrui Lao; Tao Jiang 062; Xinhao Xu; Wenjie Li; Fubo Zhang; Longyong Chen (CoRR, 2025)

PAUL: Uncertainty-Guided Partition and Augmentation for Robust Cross-View Geo-Localization under Noisy Correspondence. - Zheng Li; Yanming Guo; WenZhe Liu; Xueyi Zhang 001; Zhaoyun Ding; Long Xu; Mingrui Lao (CoRR, 2025)

A Sanity Check for Multi-In-Domain Face Forgery Detection in the Real World. - Jikang Cheng; Renye Yan; Zhiyuan Yan 002; Yaozhong Gan; Xueyi Zhang 001; Zhongyuan Wang 001; Wei Peng; Ling Liang (CoRR, 2025)

Rep Deep & Machine Learning: Exemplar-Free Continual Video Action Recognition via Slow-Fast Collaborative Learning. - Xueyi Zhang 001; Chengwei Zhang; Zheng Li; Xiyu Wang; Siqi Cai 002; Mingrui Lao; Yanming Guo; Huiping Zhuang (AAAI, 2026)

Explainable spatial-temporal-spectral meta-learning for subject-independent EEG-based emotion recognition. - Zhiqi Zhang; Siqi Cai 002; Xueyi Zhang 001; Xian Tang (Expert Syst. Appl., 2026)

Towards few-shot deepfake detection with an enhanced CLIP model. - Yumin Yang; Xueyi Zhang 001; Bo Yan; Yanming Guo (Neural Networks, 2026)

Closed-loop correction reprogramming for fine-grained visual prompting. - Xueyi Zhang 001; Yuan Liao; Siqi Cai 002; Mingrui Lao; Haizhou Li 001 (Neural Networks, 2026)

PAL: Prompting analytic learning with missing modality for multi-modal class-incremental learning. - Xianghu Yue; Yiming Chen 010; Xueyi Zhang 001; Xiaoxue Gao; Mengling Feng; Mingrui Lao; Huiping Zhuang; Haizhou Li 001 (Pattern Recognit., 2026)

SIMPC: Learning Self-Induced Mirror-Point Consistency for Unsupervised Point Cloud Denoising. - Chengwei Zhang; Xueyi Zhang 001; Tao Jiang 062; Xinhao Xu; Wenjie Li; Fubo Zhang; Longyong Chen (CoRR, 2026)