EMoNet: An environment causal learning for molecule OOD generalization. - Limin Li; Kuo Yang; Wenjie Du; Zhongchao Yi; Zhengyang Zhou; Yang Wang (BIBM, 2024)

XRDMamba: Large-scale Crystal Material Space Group Identification with Selective State Space Model. - Liheng Yu; Pengkun Wang 001; Zhe Zhao 008; Zhongchao Yi; Sun Nan; Di Wu 057; Yang Wang 015 (CIKM, 2024)

LeRet: Language-Empowered Retentive Network for Time Series Forecasting. - Qihe Huang; Zhengyang Zhou; Kuo Yang; Gengyu Lin; Zhongchao Yi; Yang Wang 015 (IJCAI, 2024)

Get Rid of Isolation: A Continuous Multi-task Spatio-Temporal Learning Framework. - Zhongchao Yi; Zhengyang Zhou; Qihe Huang; Yanjiang Chen; Liheng Yu; Xu Wang; Yang Wang 015 (NeurIPS, 2024)

PriorNet: A Novel Lightweight Network with Multidimensional Interactive Attention for Efficient Image Dehazing. - Yutong Chen; Zhang Wen; Chao Wang 003; Lei Gong; Zhongchao Yi (CoRR, 2024)

Get Rid of Task Isolation: A Continuous Multi-task Spatio-Temporal Learning Framework. - Zhongchao Yi; Zhengyang Zhou; Qihe Huang; Yanjiang Chen; Liheng Yu; Xu Wang; Yang Wang 015 (CoRR, 2024)

SynEVO: A neuro-inspired spatiotemporal evolutional framework for cross-domain adaptation. - Jiayue Liu; Zhongchao Yi; Zhengyang Zhou; Qihe Huang; Kuo Yang; Xu Wang; Yang Wang 015 (CoRR, 2025)