- [1]Lingyan Zhang, Wanyu Ling, Shuwen Daizhou, Li Kuang, and Kehua Guo. CCL-Diff: Representation-Consistent Diffusion with Intrinsic Contrastive Learning for Recommender Systems, WWW, 2026
- [2]Lingyan Zhang, Shuwen Daizhou, Wanyu Ling and Hao Li. Diffusing with Clarity: Hierarchical Disentanglement for Multimodal Recommendation. ICME 2026.
- [3]Qing Zhong, Jingjing Zhang and Lingyan Zhang*. Disambiguating Context for Visual Emotion Understanding via Affective Semantic Fields. ICME 2026.
- [4]Lingyan Zhang, Shuwen Daizhou, Wanyu Ling, Yiman Xie, and An Huang. TIG-Diff: Temporal-Integrated Graph Diffusion for Ranking-Consistent Implicit Feedback Denoising in Recommendation. DASFAA, 2026.
- [5]Shuwen Daizhou, Wanyu Ling, Lingyan Zhang. C$^2$-DiffMM: Cross-Conditioned Contrastive Diffusion for Multimodal Recommendation. DASFAA, 2026
- [6]Lingyan Zhang, Wanyu Ling, Yiman Xie, and An Huang. GNN4LMR: Profile Distillation Enhanced High-order Interactions for LLM-Based Recommendation. DASFAA, 2026
- [7]Lingyan Zhang*, Wuyang Xiong, Daochuan Wu, Gui Liu*, Kehua Guo*, and Xiaokang Zhou. Mul2UNet: Deformable Multi-Scale UNet with Decoupled Channel Fusion for Oral Squamous Cell Carcinoma Segmentation. Transactions on Consumer Electronics. 2025.
- [8]Mingwei Yao, Kehua Guo*, Lingyan Zhang*, Xuyang Tan, and Xiaokang Zhou. Semi-Supervised Crowd Counting via Swin Transformer with Adaptive Soft Threshold and Contrastive Learning. Transactions on Intelligent Systems and Technology. 2025.
- [9]Shixiang Cai, Liangzhen Liu, Zhirui Kuai, Li Kuang*, and Lingyan Zhang*. DBE: Dual Branch re-Extraction for Unseen Diffusion-Generated Image Detection. IEEE ICME 2025.
- [10]Zhe Tang, Jiajia Lu, Wei Xiang, Wanyu Ling, Lingyan Zhang*. LitePest: Real-Time and Efficient Detection of Agricultural Pests Using an Advanced Lightweight Deep Learning Network. IEEE ICASSP 2025.
- [11]Lingyan Zhang, Wanyu Ling, Shuwen Daizhou, Li Kuang*. HDRec: Hierarchical Distillation for Enhanced LLM-based Recommendation Systems. IEEE ICASSP 2025.
- [12]Lingyan Zhang, Wanyu Ling, Shuwen Daizhou, and Li Kuang*. Feature Separation Graph Convolutional Networks for Skeleton-Based Action Recognition. Pacific Graphics, 2024.
- [13]Zhaowen Wang, Qi Xie, Huan Zhang, Weihuan Min, Li Kuang*, and Lingyan Zhang*. RegGPT: A Tool for Cross-Domain Service Regulation Language Conversion, IEEE ICWS, 2024.
- [14]Zhe Tang, Jiajia Lu, Zhengyun Chen, Fang Qi, Lingyan Zhang*. Improved pest-YOLO: Real-time pest detection based on efficient channel attention mechanism and transformer encoder.Ecological Informatics, 2023
- [15]Kehua Guo, Lingyan Zhang*, Zhe Tao.Generalize Deep Neural Networks with Adaptive Regularization for Classifying.IEEE Transactions on Computational Social Systems, 2023
- [16]Kehua Guo, Lingyan Zhang*, Jian Kang, Yifei Wang, Xiaokang Zhou, Feihong Zhu.LesionTalk:Core Data Extraction and Multi-Class Lesion Detection in IoT based Intelligent Healthcare.Transactions on Sensor Networks, 2022
- [17]Qingmi Liang, Lingyan Zhang*, Li Kuang*, et al.MisuseHint: A Service for API Misuse Detection Based on Building Knowledge Graph from Document and Codebase.IEEE ICWS, 2022
- [18]Li Kuang, Lingyan Zhang*, Ge Fan.Suggestion Method Names Based on Graph Neural Network with Salient Information Modeling.Expert Systems, 2022
- [19]Hao Chen, Li Kuang*, Lingyan Zhang*, Haiyang Yang, Zilun Yan, Yi Cheng, Jianbo Zheng.Retrieve-Guided commit Message Generation with Semantic Similarity and Disparity.IEEE APSEC, 2022
- [20]Hao Chen, Li Kuang*, Lingyan Zhang*, Haiyang Yang, Zilun Yan.CGMBL: Combining GAN and Method Name for Bug Localization.IEEE QRS, 2022