Density-aware and background-aware network for crowd counting via multi-task learning. - Xinyue Liu; Jun Sang; Weiqun Wu; Kai Liu 054; Qi Liu; Xiaofeng Xia (Pattern Recognit. Lett., 2021)

Crowd Counting based on Density Map Dynamic Refinement. - Shaoli Tian; Jun Sang; Xin Qiao; Xinyue Liu; Kai Liu 054; Xiaofeng Xia (IJCNN, 2022)

Joint CNN and Transformer Network via weakly supervised Learning for efficient crowd counting. - Fusen Wang; Kai Liu 054; Fei Long; Nong Sang; Xiaofeng Xia; Jun Sang (CoRR, 2022)

AMS-Counter: Text-Guided Zero-shot Object Counting via Adaptive Multi-view Similarity-map. - Cheng Qian; Jiwu Cao; Ying Mao; Kai Liu 054; Peng Zhu; Jun Sang (ICME, 2025)

PolaCount: Text-specified zero-shot object counting with pyramid polarity-aware cross-attention. - Cheng Qian; Jiwu Cao; Ying Mao; Kai Liu 054; Peng Zhu; Jun Sang (Neurocomputing, 2025)

Modal-Adaptive Spatial-Aware-Fusion and Propagation Network for Multimodal Vision Crowd Counting. - Kai Liu 054; Xuetao Zou; Peng Zhu; Jun Sang (IEEE Trans. Consumer Electron., 2025)

Cross-Level Attention Multi-Scale Context-Enhanced Crowd Counting Network for Transportation Cyber-Physical Systems. - Kai Liu 054; Zhongxin Dou; Fusen Wang; Xiaofeng Xia; Jun Sang (IEEE Trans. Intell. Transp. Syst., 2025)

DSFNet: Class-Agnostic Object Counting Network With Dual Enhancement of Similarity and Feature Representation. - Kai Liu 054; Zhongxin Dou; Xuetao Zou; Peng Zhu; Chunqiang Hu; Jun Sang (IEEE Trans. Ind. Informatics, 2025)

Weakly supervised crowd counting with joint CNN and transformer network. - Fusen Wang; Kai Liu 054; Ning Wei; Nong Sang; Xiaofeng Xia; Jun Sang (Pattern Recognit., 2026)