Investigating Robustness of Biological vs. Backprop Based Learning. - Yanpeng Zhou; Maosen Wang; Manas Gupta; Arulmurugan Ambikapathi; Ponnuthurai Nagaratnam Suganthan; Savitha Ramasamy (ICASSP, 2022)

AI as an Active Writer: Interaction Strategies with Generated Text in Human-AI Collaborative Fiction Writing 56-65. - Daijin Yang; Yanpeng Zhou; Zhiyuan Zhang; Toby Jia-Jun Li; Ray LC (IUI Workshops, 2022)

A GNN for repetitive motion generation of four-wheel omnidirectional mobile manipulator with nonconvex bound constraints. - Zhongbo Sun; Shijun Tang; Yanpeng Zhou; Junzhi Yu; Chunxu Li (Inf. Sci., 2022)

SIGNet: A Siamese Graph Convolutional Network for Multi-Class Urban Change Detection. - Yanpeng Zhou; Jinjie Wang; Jianli Ding; Bohua Liu; Nan Weng; Hongzhi Xiao (Remote. Sens., 2023)

BATseg: Boundary-Aware Multiclass Spinal Cord Tumor Segmentation on 3D MRI Scans. - Hongkang Song; Zihui Zhang; Yanpeng Zhou; Jie Hu; Zishuo Wang; Hou Him Chan; Chon Lok Lei; Chen Xu; Yu Xin; Bo Yang (ECCV Workshops (16), 2024)

UNIT: Unifying Image and Text Recognition in One Vision Encoder. - Yi Zhu 004; Yanpeng Zhou; Chunwei Wang; Yang Cao; Jianhua Han; Lu Hou 002; Hang Xu 004 (NeurIPS, 2024)

A novel discrete zeroing neural network for online solving time-varying nonlinear optimization problems. - Feifan Song 003; Yanpeng Zhou; Changxian Xu; Zhongbo Sun (Frontiers Neurorobotics, 2024)

Noise suppression zeroing neural network for online solving the time-varying inverse kinematics problem of four-wheel mobile manipulators with external disturbances. - Zhongbo Sun; Yanpeng Zhou; Shijun Tang; Jun Luo; Bo Zhao (Artif. Intell. Rev., 2024)

UniGS: Unified Language-Image-3D Pretraining with Gaussian Splatting. - Haoyuan Li; Yanpeng Zhou; Tao Tang; Jifei Song; Yihan Zeng; Michael Kampffmeyer; Hang Xu 004; Xiaodan Liang (ICLR, 2025)

VidCRAFT3: Camera, Object, and Lighting Control for Image-to-Video Generation. - Sixiao Zheng; Zimian Peng; Yanpeng Zhou; Yi Zhu 001; Hang Xu 004; Xiangru Huang; Yanwei Fu 001 (CoRR, 2025)

From Flatland to Space: Teaching Vision-Language Models to Perceive and Reason in 3D. - Jiahui Zhang; Yurui Chen; Yanpeng Zhou; Yueming Xu; Ze Huang; Jilin Mei; Junhui Chen; Yu-Jie Yuan; Xinyue Cai; Guowei Huang; Xingyue Quan; Hang Xu 004; et al. (CoRR, 2025)

Does Your 3D Encoder Really Work? When Pretrain-SFT from 2D VLMs Meets 3D VLMs. - Haoyuan Li; Yanpeng Zhou; Yufei Gao; Tao Tang; Jianhua Han; Yu-Jie Yuan; Dave Zhenyu Chen; Jiawang Bian; Hang Xu 004; Xiaodan Liang (CoRR, 2025)

4D-VLA: Spatiotemporal Vision-Language-Action Pretraining with Cross-Scene Calibration. - Jiahui Zhang; Yurui Chen; Yueming Xu; Ze Huang; Yanpeng Zhou; Yu-Jie Yuan; Xinyue Cai; Guowei Huang; Xingyue Quan; Hang Xu 004; Li Zhang 040 (CoRR, 2025)