MPC: Multi-view Probabilistic Clustering. - Junjie Liu 002; Junlong Liu; Shaotian Yan; Rongxin Jiang 001; Xiang Tian 002; Boxuan Gu; Yaowu Chen; Chen Shen 003; Jianqiang Huang 001 (CVPR, 2022)

Self-Learning Symmetric Multi-view Probabilistic Clustering. - Junjie Liu 002; Junlong Liu; Rongxin Jiang 001; Xuesong Liu; Boxuan Gu; Yaowu Chen; Chen Shen 003; Jieping Ye (CoRR, 2023)

Concise and Organized Perception Facilitates Large Language Models for Deductive Reasoning. - Shaotian Yan; Chen Shen 003; Junjie Liu 002; Jieping Ye (CoRR, 2023)

Large-Scale Clustering on 100 M-Scale Datasets Using a Single T4 GPU via Recall KNN and Subgraph Segmentation. - Junjie Liu 002; Rongxin Jiang 001; Xuesong Liu; Fan Zhou 007; Yaowu Chen; Chen Shen 003 (Neural Process. Lett., 2024)

Don't Take Things Out of Context: Attention Intervention for Enhancing Chain-of-Thought Reasoning in Large Language Models. - Shaotian Yan; Chen Shen 003; Wenxiao Wang 001; Liang Xie 003; Junjie Liu 002; Jieping Ye (ICLR, 2025)

Concise and Organized Perception Facilitates Reasoning in Large Language Models. - Junjie Liu 002; Shaotian Yan; Chen Shen 003; Zhengdong Xiao; Liang Xie 003; Wenxiao Wang 001; Jieping Ye (NAACL (Findings), 2025)

GeoCAD: Local Geometry-Controllable CAD Generation with Large Language Models. - Zhanwei Zhang; Kaiyuan Liu; Junjie Liu 002; Wenxiao Wang 001; Binbin Lin; Liang Xie 003; Chen Shen 003; Deng Cai 001 (NeurIPS, 2025)

Boosted verification using siamese neural network with DiffBlock. - Junjie Liu 002; Junlong Liu; Rongxin Jiang 001; Boxuan Gu; Yaowu Chen; Chen Shen 003 (Vis. Comput., 2025)

Multi-Label Zero-Shot Learning Via Contrastive Label-Based Attention. - Shixuan Meng; Rongxin Jiang 001; Xiang Tian 002; Fan Zhou 007; Yaowu Chen; Junjie Liu 002; Chen Shen 003 (Int. J. Neural Syst., 2025)

Self-Learning Symmetric Multi-View Probabilistic Clustering. - Junjie Liu 002; Junlong Liu; Rongxin Jiang 001; Yaowu Chen; Chen Shen 003; Jieping Ye (IEEE Trans. Knowl. Data Eng., 2025)

GeoCAD: Local Geometry-Controllable CAD Generation. - Zhanwei Zhang; Kaiyuan Liu; Junjie Liu 002; Wenxiao Wang 001; Binbin Lin; Liang Xie 003; Chen Shen 003; Deng Cai 001 (CoRR, 2025)

Efficient Reasoning Through Suppression of Self-Affirmation Reflections in Large Reasoning Models. - Kaiyuan Liu; Chen Shen 003; Zhanwei Zhang; Junjie Liu 002; Xiaosong Yuan; Jieping Ye (CoRR, 2025)

Contrastive visual feature filtering for generalized zero-shot learning. - Shixuan Meng; Rongxin Jiang 001; Xiang Tian 002; Fan Zhou 007; Yaowu Chen; Junjie Liu 002; Chen Shen 003 (Int. J. Mach. Learn. Cybern., 2025)