Self-Training Multi-Sequence Learning with Transformer for Weakly Supervised Video Anomaly Detection. - Shuo Li 010; Fang Liu 001; Licheng Jiao (AAAI, 2022)

Unsupervised Few-Shot Image Classification by Learning Features into Clustering Space. - Shuo Li 010; Fang Liu 001; Zehua Hao; Kaibo Zhao; Licheng Jiao (ECCV (31), 2022)

Augmentative contrastive learning for one-shot object detection. - Yaoyang Du; Fang Liu 001; Licheng Jiao; Zehua Hao; Shuo Li 010; Xu Liu 006; Jing Liu 006 (Neurocomputing, 2022)

MFNet: A Novel GNN-Based Multi-Level Feature Network With Superpixel Priors. - Shuo Li 010; Fang Liu 001; Licheng Jiao; Puhua Chen; Xu Liu 006; Lingling Li 002 (IEEE Trans. Image Process., 2022)

Task context transformer and GCN for few-shot learning of cross-domain. - Pengfang Li; Fang Liu 001; Licheng Jiao; Lingling Li 002; Puhua Chen; Shuo Li 010 (Neurocomputing, 2023)

Learning Salient Feature for Salient Object Detection Without Labels. - Shuo Li 010; Fang Liu 001; Licheng Jiao; Xu Liu 006; Puhua Chen (IEEE Trans. Cybern., 2023)

MinEnt: Minimum entropy for self-supervised representation learning. - Shuo Li 010; Fang Liu 001; Zehua Hao; Licheng Jiao; Xu Liu 006; Yuwei Guo 001 (Pattern Recognit., 2023)

Knowledge transduction for cross-domain few-shot learning. - Pengfang Li; Fang Liu 001; Licheng Jiao; Shuo Li 010; Lingling Li 002; Xu Liu 006; Xinyan Huang (Pattern Recognit., 2023)

Knowledge transfer evolutionary search for lightweight neural architecture with dynamic inference. - Xiaoxue Qian; Fang Liu 001; Licheng Jiao; Xiangrong Zhang; Xinyan Huang; Shuo Li 010; Puhua Chen; Xu Liu 006 (Pattern Recognit., 2023)

ViLT-CLIP: Video and Language Tuning CLIP with Multimodal Prompt Learning and Scenario-Guided Optimization. - Hao Wang 211; Fang Liu 001; Licheng Jiao; Jiahao Wang 002; Zehua Hao; Shuo Li 010; Lingling Li 002; Puhua Chen; Xu Liu 006 (AAAI, 2024)

Self-restrained contrastive enhanced network for graph structure learning. - Nan Jia; Xiaolin Tian 002; Ting Yang; Shuo Li 010; Licheng Jiao (Expert Syst. Appl., 2024)

Multi-modal visual tracking based on textual generation. - Jiahao Wang 002; Fang Liu 001; Licheng Jiao; Hao Wang 211; Shuo Li 010; Lingling Li 002; Puhua Chen; Xu Liu 006 (Inf. Fusion, 2024)

A Patch-Level Region-Aware Module with a Multi-Label Framework for Remote Sensing Image Captioning. - Yunpeng Li 010; Xiangrong Zhang; Tianyang Zhang 002; Guanchun Wang; Xinlin Wang; Shuo Li 010 (Remote. Sens., 2024)

Satellite Video Object Tracking Based on Location Prompts. - Jiahao Wang 002; Fang Liu 001; Licheng Jiao; Yingjia Gao; Hao Wang 211; Lingling Li 002; Puhua Chen; Xu Liu 006; Shuo Li 010 (IEEE Trans. Circuits Syst. Video Technol., 2024)

Mask-Guided Correlation Learning for Few-Shot Segmentation in Remote Sensing Imagery. - Shuo Li 010; Fang Liu 001; Licheng Jiao; Xu Liu 006; Puhua Chen; Lingling Li 002 (IEEE Trans. Geosci. Remote. Sens., 2024)

Self-Supervised Self-Organizing Clustering Network: A Novel Unsupervised Representation Learning Method. - Shuo Li 010; Fang Liu 001; Licheng Jiao; Puhua Chen; Lingling Li 002 (IEEE Trans. Neural Networks Learn. Syst., 2024)

Multi-Grained Gradual Inference Model for Multimedia Event Extraction. - Yang Liu 349; Fang Liu 001; Licheng Jiao; Qianyue Bao; Long Sun; Shuo Li 010; Lingling Li 002; Xu Liu 006 (IEEE Trans. Circuits Syst. Video Technol., 2024)

Visual and Language Collaborative Learning for RGBT Object Tracking. - Jiahao Wang 002; Fang Liu 001; Licheng Jiao; Yingjia Gao; Hao Wang 211; Shuo Li 010; Lingling Li 002; Puhua Chen; Xu Liu 006 (IEEE Trans. Circuits Syst. Video Technol., 2024)

Logits DeConfusion with CLIP for Few-Shot Learning. - Shuo Li 010; Fang Liu 001; Zehua Hao; Xinyi Wang; Lingling Li 002; Xu Liu 006; Puhua Chen; Wenping Ma 001 (CVPR, 2025)

Exploring Beyond Logits: Hierarchical Dynamic Labeling Based on Embeddings for Semi-Supervised Classification. - Jiayi Chen; Yanbiao Ma; Wei Dai; Xiaohua Chen; Shuo Li 010 (IEEE Access, 2025)

Preserving text space integrity for robust compositional zero-shot learning via mixture of pretrained experts. - Zehua Hao; Fang Liu 001; Licheng Jiao; Yaoyang Du; Shuo Li 010; Hao Wang 211; Pengfang Li; Xu Liu 006; Puhua Chen (Neurocomputing, 2025)

LLM Knowledge-Driven Target Prototype Learning for Few-Shot Segmentation. - Pengfang Li; Fang Liu 001; Licheng Jiao; Shuo Li 010; Xu Liu 006; Puhua Chen; Lingling Li 002; Zehua Hao (Knowl. Based Syst., 2025)

Text generation and multi-modal knowledge transfer for few-shot object detection. - Yaoyang Du; Fang Liu 001; Licheng Jiao; Shuo Li 010; Zehua Hao; Pengfang Li; Jiahao Wang 002; Hao Wang 211; Xu Liu 006 (Pattern Recognit., 2025)

Knowledge-Driven Compositional Action Recognition. - Yang Liu 349; Fang Liu 001; Licheng Jiao; Qianyue Bao; Shuo Li 010; Lingling Li 002; Xu Liu 006 (Pattern Recognit., 2025)

VLPA-CLIP: Video Language Prompting and Adapting CLIP for efficient video action recognition. - Hao Wang 211; Fang Liu 001; Licheng Jiao; Jiahao Wang 002; Shuo Li 010; Lingling Li 002; Puhua Chen; Xu Liu 006; Wenping Ma 001 (Pattern Recognit., 2025)

Remote Sensing Video Tracking: Current Status, Challenges, and Future. - Fang Liu 001; Jiahao Wang 002; Licheng Jiao; Jie Zhang 091; Hao Wang 211; Shuo Li 010; Lingling Li 002; Puhua Chen; Xu Liu 006; Wenping Ma 001; Shuang Wang 001; Shuyuan Yang 001; et al. (IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2025)

Fine-Grained Visual-Language Alignment for Remote Sensing Image-Text Retrieval. - Shuo Li 010; Haoyang Ji; Fang Liu 001; Licheng Jiao; Xutong Min; Xinyan Huang; Jiahao Wang 002; Long Sun; Lingling Li 002; Xu Liu 006 (IEEE Trans. Geosci. Remote. Sens., 2025)

Change Knowledge-Guided Vision-Language Remote Sensing Change Detection. - Jiahao Wang 002; Fang Liu 001; Licheng Jiao; Hao Wang 211; Shuo Li 010; Lingling Li 002; Puhua Chen; Xu Liu 006; Wenping Ma 001 (IEEE Trans. Geosci. Remote. Sens., 2025)

Prompt-Based Concept Learning for Few-Shot Class-Incremental Learning. - Shuo Li 010; Fang Liu 001; Licheng Jiao; Lingling Li 002; Puhua Chen; Xu Liu 006; Wenping Ma 001 (IEEE Trans. Circuits Syst. Video Technol., 2025)

Multi-level vision language interaction learning for cross-modal retrieval. - Hao Wang 211; Fang Liu 001; Licheng Jiao; Jiahao Wang 002; Shuo Li 010; Lingling Li 002; Puhua Chen; Xu Liu 006; Wenping Ma 001 (Inf. Fusion, 2026)

VCGPrompt: Visual Concept Graph-Aware Prompt Learning for Vision-Language Models. - Mengjia Wang; Fang Liu 001; Licheng Jiao; Shuo Li 010; Lingling Li 002; Puhua Chen; Xu Liu 006; Wenping Ma 001 (Pattern Recognit., 2026)