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Liqiang Nie

National University of Singapore · SG
🔎 Find collaborators in Computer Vision and Pattern Recognition · Artificial Intelligence →
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Area of research
Computer Vision and Pattern Recognition · Artificial Intelligence
Research interest
Research interests include Computer science, Artificial intelligence, Recommender system, Information retrieval, Modality (human–computer interaction), and Benchmark (surveying).
h-index
citations
17,399
works
96
NIH funding
primary concept
email

Recent publications

DKDM: Data-Free Knowledge Distillation for Diffusion Models with Any Architecture
2025cited by 6position: lastdoi
Diffusion Facial Forgery Detection
2024cited by 29position: middledoi
Simple but Effective Raw-Data Level Multimodal Fusion for Composed Image Retrieval
2024cited by 27position: middledoi
Understanding Before Recommendation: Semantic Aspect-Aware Review Exploitation via Large Language Models
ACM Transactions on Information Systems 2024cited by 11position: middledoi
Deep Convolutional Pooling Transformer for Deepfake Detection
ACM Transactions on Multimedia Computing Communications and Applications 2023cited by 102position: lastdoi
Voice-Face Homogeneity Tells Deepfake
ACM Transactions on Multimedia Computing Communications and Applications 2023cited by 86position: lastdoi
LayoutLLM-T2I: Eliciting Layout Guidance from LLM for Text-to-Image Generation
2023cited by 84position: middledoi
Adaptive Edge-Aware Semantic Interaction Network for Salient Object Detection in Optical Remote Sensing Images
IEEE Transactions on Geoscience and Remote Sensing 2023cited by 69position: lastdoi
LightGT: A Light Graph Transformer for Multimedia Recommendation
2023cited by 62position: middledoi
Learning Geometric Transformation for Point Cloud Completion
International Journal of Computer Vision 2023cited by 32position: middledoi
Dynamic Multimodal Fusion via Meta-Learning Towards Micro-Video Recommendation
ACM Transactions on Information Systems 2023cited by 30position: middledoi
Joint Answering and Explanation for Visual Commonsense Reasoning
IEEE Transactions on Image Processing 2023cited by 26position: middledoi
Semantic-Guided Feature Distillation for Multimodal Recommendation
2023cited by 24position: middledoi
Dual Consistency-Enhanced Semi-Supervised Sentiment Analysis Towards COVID-19 Tweets
IEEE Transactions on Knowledge and Data Engineering 2023cited by 22position: lastdoi
Learnable Pillar-based Re-ranking for Image-Text Retrieval
2023cited by 21position: middledoi
Stacked Hybrid-Attention and Group Collaborative Learning for Unbiased Scene Graph Generation
2022 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) 2022cited by 118position: lastdoi
Disentangled Multimodal Representation Learning for Recommendation
IEEE Transactions on Multimedia 2022cited by 89position: middledoi
Image-text Retrieval: A Survey on Recent Research and Development
Proceedings of the Thirty-First International Joint Conference on Artificial Intelligence 2022cited by 86position: middledoi
Counterfactual Reasoning for Out-of-distribution Multimodal Sentiment Analysis
Proceedings of the 30th ACM International Conference on Multimedia 2022cited by 57position: lastdoi
User-controllable Recommendation Against Filter Bubbles
Proceedings of the 45th International ACM SIGIR Conference on Research and Development in Information Retrieval 2022cited by 56position: middledoi
HS-GCN: Hamming Spatial Graph Convolutional Networks for Recommendation
IEEE Transactions on Knowledge and Data Engineering 2022cited by 49position: lastdoi
Causal Inference for Knowledge Graph Based Recommendation
IEEE Transactions on Knowledge and Data Engineering 2022cited by 49position: middledoi
Siamese Alignment Network for Weakly Supervised Video Moment Retrieval
IEEE Transactions on Multimedia 2022cited by 48position: lastdoi
Privacy-Preserving Synthetic Data Generation for Recommendation Systems
Proceedings of the 45th International ACM SIGIR Conference on Research and Development in Information Retrieval 2022cited by 44position: middledoi
On Modality Bias Recognition and Reduction
ACM Transactions on Multimedia Computing Communications and Applications 2022cited by 44position: middledoi
Contrastive Learning for Cold-Start Recommendation
2021cited by 297position: middledoi
Interest-aware Message-Passing GCN for Recommendation
2021cited by 289position: lastdoi
DualGNN: Dual Graph Neural Network for Multimedia Recommendation
IEEE Transactions on Multimedia 2021cited by 239position: lastdoi
Dynamic Modality Interaction Modeling for Image-Text Retrieval
2021cited by 176position: lastdoi
Hierarchical User Intent Graph Network for Multimedia Recommendation
IEEE Transactions on Multimedia 2021cited by 89position: middledoi

Grants

No grants ingested yet.

Frequent collaborators

Tat-Seng Chua · National University of Singapore36 papers (2012–2024)Xuemeng Song · National University of Singapore18 papers (2015–2024)Yinwei Wei · National University of Singapore17 papers (2019–2024)Zhiyong Cheng · National University of Singapore14 papers (2017–2024)Xiangnan He · National University of Singapore13 papers (2017–2021)Xiang Wang · National University of Singapore13 papers (2016–2023)Tat‐Seng Chua · Tsinghua University12 papers (2017–2023)Mohan Kankanhalli · National University of Singapore12 papers (2017–2024)Luming Zhang · National University of Singapore9 papers (2015–2016)Wenjie Wang · University of Science and Technology of China8 papers (2019–2023)Fan Liu · National University of Singapore8 papers (2019–2024)Fuli Feng · National University of Singapore7 papers (2017–2022)Yangyang Guo · National University of Singapore7 papers (2018–2024)Yinglong Wang · Shandong University of Traditional Chinese Medicine7 papers (2019–2022)Richang Hong · Ministry of Education of the People's Republic of China6 papers (2012–2019)Xin-Shun Xu · Shandong University6 papers (2018–2020)Meng Liu · Shandong University6 papers (2018–2023)Hanwang Zhang · National University of Singapore5 papers (2016–2017)Xuelong Li · University of Technology Sydney5 papers (2015–2023)Baoquan Chen · Shandong University5 papers (2017–2019)
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