Sparse Fuse Dense: Towards High Quality 3D Detection with Depth Completion. - Xiaopei Wu; Liang Peng; Honghui Yang; Liang Xie 003; Chenxi Huang 004; Chengqi Deng; Haifeng Liu 001; Deng Cai 001 (CVPR, 2022)

Neural Collapse Inspired Federated Learning with Non-iid Data. - Chenxi Huang 004; Liang Xie 003; Yibo Yang; Wenxiao Wang 001; Binbin Lin; Deng Cai 001 (CoRR, 2023)

OBMO: One Bounding Box Multiple Objects for Monocular 3D Object Detection. - Chenxi Huang 004; Tong He 001; Haidong Ren; Wenxiao Wang 001; Binbin Lin; Deng Cai 001 (IEEE Trans. Image Process., 2023)

NeRF-Det++: Incorporating Semantic Cues and Perspective-aware Depth Supervision for Indoor Multi-View 3D Detection. - Chenxi Huang 004; Yuenan Hou; Weicai Ye; Di Huang; Xiaoshui Huang; Binbin Lin; Deng Cai 001; Wanli Ouyang (CoRR, 2024)

Enhancing Chain-of-Thought Reasoning with Critical Representation Fine-tuning. - Chenxi Huang 004; Shaotian Yan; Liang Xie 003; Binbin Lin; Sinan Fan; Yue Xin; Deng Cai 001; Chen Shen 003; Jieping Ye (ACL (1), 2025)

Improving Complex Reasoning with Dynamic Prompt Corruption: A Soft Prompt Optimization Approach. - Sinan Fan; Liang Xie 003; Chen Shen 003; Ge Teng; Xiaosong Yuan; Xiaofeng Zhang; Chenxi Huang 004; Wenxiao Wang 001; Xiaofei He 001; Jieping Ye (ICLR, 2025)

NeRF-Det++: Incorporating Semantic Cues and Perspective-Aware Depth Supervision for Indoor Multi-View 3D Detection. - Chenxi Huang 004; Yuenan Hou; Weicai Ye; Di Huang; Xiaoshui Huang; Binbin Lin; Deng Cai 001 (IEEE Trans. Image Process., 2025)