An Efficient Spatial-Temporal Representation Method for EEG Emotion Recognition. - Weining Weng; Yang Gu 001; Yiqiang Chen 001; Guoqiang Wang; Nianfeng Shi (SmartWorld/UIC/ScalCom/DigitalTwin/PriComp/Meta, 2022)

Dual-Alignment Based Generalized Zero-shot Learning for Human Activity Recognition. - Zhaohua Yang; Yang Gu 001; Weining Weng; Shuai Guo 001; Yiqiang Chen 001 (SmartWorld/UIC/ScalCom/DigitalTwin/PriComp/Meta, 2022)

A Knowledge-Driven Cross-view Contrastive Learning for EEG Representation. - Weining Weng; Yang Gu 001; Qihui Zhang; Yingying Huang; Chunyan Miao; Yiqiang Chen 001 (CoRR, 2023)

An Intelligent Shadow Play System With Multi-dimensional Interactive Perception. - Zhichuan Tang; Yidan Hu; Weining Weng; Lekai Zhang; Lingtao Zhang; Jichen Ying (Int. J. Hum. Comput. Interact., 2023)

Class-imbalanced Time Series Adaptation via Multi-Expert Consistency Entropy Minimization. - Yuan Ma; Yang Gu 001; Shuai Guo 001; Weining Weng; Shijie Wen; Yiqiang Chen 001 (BIBM, 2024)

Wafformer: Wave-Frequency Cross-Prediction and Alignment for Knowledge-Enhanced Sleep Representation. - Weining Weng; Yang Gu 001; Shuai Guo 001; Yuan Ma; Yuchen Liu; Yuan Jin; Fulong Xiao; Yiqiang Chen 001 (BIBM, 2024)

Information Retrieval Optimization for Non-Exemplar Class Incremental Learning. - Shuai Guo 001; Yang Gu 001; Yuan Ma; Yingwei Zhang 002; Weining Weng; Jun Liu; Weiwei Dai; Yiqiang Chen 001 (CIKM, 2024)

Semantic-oriented Visual Prompt Learning for Class Incremental Learning. - Shuai Guo 001; Yang Gu 001; Yuan Ma; Yingwei Zhang 002; Weining Weng; Jun Liu; Weiwei Dai; Yiqiang Chen 001 (ICASSP, 2025)

Self-supervised Learning for Electroencephalogram: A Systematic Survey. - Weining Weng; Yang Gu 001; Shuai Guo 001; Yuan Ma; Zhaohua Yang; Yuchen Liu; Yiqiang Chen 001 (ACM Comput. Surv., 2025)