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SAQE: Complex Logical Query Answering via Semantic-Aware Representation Learning 期刊论文
IEEE TRANSACTIONS ON KNOWLEDGE AND DATA ENGINEERING, 2025, 卷号: 37, 期号: 11, 页码: 6651-6665
作者:  Cao, Zongsheng;  Xu, Qianqian;  Yang, Zhiyong;  He, Yuan;  Cao, Xiaochun;  Huang, Qingming
收藏  |  浏览/下载：4/0  |  提交时间：2025/12/03
Cognition  Knowledge graphs  Representation learning  Semantics  Optimization  Logic  Accuracy  Data mining  Training  Artificial intelligence  Knowledge graph  logic query answering  semantic-aware learning  hierarchical reasoning optimization  
Uncertainty-Aware Mixture of Experts for Video Action Anticipation 期刊论文
IEEE TRANSACTIONS ON CIRCUITS AND SYSTEMS FOR VIDEO TECHNOLOGY, 2025, 卷号: 35, 期号: 11, 页码: 11158-11171
作者:  Qi, Zhaobo;  Wang, Shuhui;  Zhang, Weigang;  Huang, Qingming
收藏  |  浏览/下载：4/0  |  提交时间：2025/12/03
Uncertainty  Training  Computational modeling  Accuracy  Transformers  Parallel processing  Integrated circuit modeling  Benchmark testing  Visualization  Vectors  Action anticipation  video evolution uncertainty  mixture of experts  
Bcgn: BLIP-based cross-modal grasping network for language-conditioned robotic grasping 期刊论文
MULTIMEDIA SYSTEMS, 2025, 卷号: 31, 期号: 6, 页码: 12
作者:  Xu, Kai;  Wang, Lichun;  Li, Shuang;  Xin, Jianjia;  Yin, Baocai
收藏  |  浏览/下载：4/0  |  提交时间：2025/12/03
Robotic grasp  Language-conditioned grasping  Grasping dataset  Cross-modal fusion  
AUCPro: AUC-Oriented Provable Robustness Learning 期刊论文
IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE, 2025, 卷号: 47, 期号: 6, 页码: 4579-4596
作者:  Bao, Shilong;  Xu, Qianqian;  Yang, Zhiyong;  He, Yuan;  Cao, Xiaochun;  Huang, Qingming
收藏  |  浏览/下载：4/0  |  提交时间：2025/12/03
Robustness  Training  Perturbation methods  Machine learning  Heavily-tailed distribution  Smoothing methods  Gaussian noise  Data mining  Standards  Protocols  AUC-oriented learning  adversarial robustness  machine learning  
SGKGE: Semantically Guided Knowledge Graph Embeddings via Complementary Latent Representations 期刊论文
IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS, 2025, 页码: 14
作者:  Liu, Ruizhou;  Cao, Zongsheng;  Wu, Zhe;  Wu, Yiling;  Xu, Qianqian;  Huang, Qingming
收藏  |  浏览/下载：44/0  |  提交时间：2025/06/25
Semantics  Manifolds  Vectors  Training  Tensors  Knowledge graphs  Animals  Translation  Tail  Matrix decomposition  Hyperbolic manifold  knowledge graph embedding (KGE)  
Practically Unbiased Pairwise Loss for Recommendation With Implicit Feedback 期刊论文
IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE, 2025, 卷号: 47, 期号: 4, 页码: 2460-2474
作者:  Cao, Tianwei;  Xu, Qianqian;  Yang, Zhiyong;  Ma, Zhanyu;  Huang, Qingming
收藏  |  浏览/下载：17/0  |  提交时间：2025/06/25
Estimation  Imputation  Training data  IP networks  Accuracy  Supervised learning  Recommender systems  Noise  Data models  Computer science  Recommender system  collaborative filtering  debias  noise-robust learning  pairwise ranking loss  
Dynamic Strategy Prompt Reasoning for Emotional Support Conversation 期刊论文
IEEE TRANSACTIONS ON MULTIMEDIA, 2025, 卷号: 27, 页码: 108-119
作者:  Liu, Yiting;  Li, Liang;  Tu, Yunbin;  Zhang, Beichen;  Zha, Zheng-Jun;  Huang, Qingming
收藏  |  浏览/下载：39/0  |  提交时间：2025/06/25
Emotion recognition  Oral communication  Commonsense reasoning  History  Information processing  Generators  Computers  Computer science  Visualization  Semantics  Emotion support conversation  strategy prompt reasoning  
Enhancing the Robustness of Vision-Language Foundation Models by Alignment Perturbation 期刊论文
IEEE TRANSACTIONS ON INFORMATION FORENSICS AND SECURITY, 2025, 卷号: 20, 页码: 7091-7105
作者:  Zhang, Cong;  Wang, Shuhui;  Li, Xiaodan;  Zhu, Yao;  Qi, Honggang;  Huang, Qingming
收藏  |  浏览/下载：4/0  |  提交时间：2025/12/03
Multimedia forensics  adversarial perturbation  robust training  robust training  vision-language models  vision-language models  vision-language models  
Inferential and Commonsense Visual Question Generation 期刊论文
IEEE TRANSACTIONS ON MULTIMEDIA, 2025, 卷号: 27, 页码: 7796-7809
作者:  Bi, Chao;  Wang, Shuhui;  Li, Na;  Huang, Qingming
收藏  |  浏览/下载：4/0  |  提交时间：2025/12/03
Visual question generation  visual question answering  multimodal datasets  knowledge and inference  Visual question generation  visual question answering  multimodal datasets  knowledge and inference  
Improved Diversity-Promoting Collaborative Metric Learning for Recommendation 期刊论文
IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE, 2024, 卷号: 46, 期号: 12, 页码: 9004-9022
作者:  Bao, Shilong;  Xu, Qianqian;  Yang, Zhiyong;  He, Yuan;  Cao, Xiaochun;  Huang, Qingming
收藏  |  浏览/下载：11/0  |  提交时间：2025/06/25
Collaborative metric learning (CML)  machine learning  partial AUC optimization  recommendation system