ViR: the Vision Reservoir. - Xian Wei; Bin Wang; Mingsong Chen 001; Ji Yuan; Hai Lan; Jiehuang Shi; Xuan Tang; Bo Jin; Guozhang Chen; Dongping Yang (CoRR, 2021)

Anomalous diffusion dynamics of learning in deep neural networks. - Guozhang Chen; Cheng Kevin Qu; Pulin Gong (Neural Networks, 2022)

Generative Retrieval with Semantic Tree-Structured Item Identifiers via Contrastive Learning. - Zihua Si; Zhongxiang Sun; Jiale Chen; Guozhang Chen; Xiaoxue Zang; Kai Zheng 001; Yang Song 008; Xiao Zhang 034; Jun Xu 001 (CoRR, 2023)

Generative Retrieval with Semantic Tree-Structured Identifiers and Contrastive Learning. - Zihua Si; Zhongxiang Sun; Jiale Chen; Guozhang Chen; Xiaoxue Zang; Kai Zheng 001; Yang Song 008; Xiao Zhang 034; Jun Xu 001; Kun Gai (SIGIR-AP, 2024)

SPKLIP: Aligning Spike Video Streams with Natural Language. - Yongchang Gao; Meiling Jin; Zhaofei Yu; Tiejun Huang 003; Guozhang Chen (CoRR, 2025)

Unveiling and Steering Connectome Organization with Interpretable Latent Variables. - Yubin Li; Xingyu Liu; Guozhang Chen (CoRR, 2025)

SpikeStereoNet: A Brain-Inspired Framework for Stereo Depth Estimation from Spike Streams. - Zhuoheng Gao; Yihao Li; Jiyao Zhang; Rui Zhao 010; Tong Wu; Hao Tang; Zhaofei Yu; Hao Dong 003; Guozhang Chen; Tiejun Huang 001 (CoRR, 2025)

Decoding Cortical Microcircuits: A Generative Model for Latent Space Exploration and Controlled Synthesis. - Xingyu Liu; Yubin Li; Guozhang Chen (CoRR, 2025)