Li, Wenqian

1. DAG Matters! GFlowNets Enhanced Explainer For Graph Neural Networks
   2023/03/04 by Wenqian Li, Yinchuan Li, Li, Wenqian +7 · 3 citations
   Computer Science · Materials Science · #Advanced Graph Neural Networks #Artificial Intelligence (cs.AI) #Explainable Artificial Intelligence (XAI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning in Materials Science
2. Multimodal Misinformation Detection by Learning from Synthetic Data with Multimodal LLMs
   2024/09/29 by Fengzhu Zeng, Zeng, Fengzhu, Wenqian Li +5 · 4 citations
   Computer Science · Social Sciences · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Misinformation and Its Impacts #Spam and Phishing Detection
3. Data Valuation and Detections in Federated Learning
   2023/11/09 by Li, Wenqian, Fu, Shuran, Zhang, Fengrui +1 · 2 citations
   #Artificial Intelligence (cs.AI) #Cryptography and Security (cs.CR) #FOS: Computer and information sciences #Machine Learning (cs.LG)
4. Towards Few-Shot Learning in the Open World: A Review and Beyond
   2024/08/19 by Hui Xue, Yuexuan An, Xue, Hui +13 · 2 citations
   Social Sciences · #Education and Critical Thinking Development #FOS: Computer and information sciences #Innovative Teaching Methods #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Problem and Project Based Learning
5. GFlowCausal: Generative Flow Networks for Causal Discovery
   2022/10/15 by Wenqian Li, Yinchuan Li, Li, Wenqian +9 · 1 citation
   Computer Science · Decision Sciences · #Artificial Intelligence (cs.AI) #Bayesian Modeling and Causal Inference #Data Quality and Management #Explainable Artificial Intelligence (XAI) #FOS: Computer and information sciences #Machine Learning (cs.LG)
6. NTIRE 2025 Challenge on Cross-Domain Few-Shot Object Detection: Methods and Results
   2025/04/14 by Yuqian Fu, Fu, Yuqian, Xingyu Qiu +117 · 4 citations
   Computer Science · Engineering · #Advanced Neural Network Applications #Advanced X-ray and CT Imaging #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences
7. Private Wasserstein Distance
   2024/04/10 by Li, Wenqian, Pang, Yan · 1 citation
   #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG)
8. SVasP: Self-Versatility Adversarial Style Perturbation for Cross-Domain Few-Shot Learning
   2024/12/12 by Wenqian Li, Pengfei Fang, Li, Wenqian +3 · 1 citation
   Computer Science · Engineering · #Speech Recognition and Synthesis #Fire Detection and Safety Systems #Domain Adaptation and Few-Shot Learning