中国科学院计算技术研究所机构知识库

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	Sycophancy in vision-language models: A systematic analysis and an inference-time mitigation framework 期刊论文 NEUROCOMPUTING, 2026, 卷号: 659, 页码: 14 作者:  Zhao, Yunpu;  Zhang, Rui;  Xiao, Junbin;  Ke, Changxin;  Hou, Ruibo;  Hao, Yifan;  Li, Ling 收藏  |  浏览/下载：4/0  |  提交时间：2025/12/03 Vision-language models  Contrastive decoding  Model hallucinations
	DCHF_T: A multi-dimensional adaptive compression approach for transformer-based models 期刊论文 NEUROCOMPUTING, 2025, 卷号: 656, 页码: 12 作者:  Yan, Yaoyao;  Wang, Da;  Ye, Jing;  Yu, Hui;  Lu, Dianjie;  Zhang, Yuang;  Xu, Weizhi;  Liu, Fang'ai 收藏  |  浏览/下载：4/0  |  提交时间：2025/12/03 Transformer  Dynamic token compression  Pruning  Multi-dimensional adaptive compression
	Improving multimodal named entity recognition via text-image relevance prediction with large language models 期刊论文 NEUROCOMPUTING, 2025, 卷号: 651, 页码: 10 作者:  Zeng, Qingyang;  Yuan, Minghui;  Su, Yueyang;  Mi, Jia;  Che, Qianzi;  Wan, Jing 收藏  |  浏览/下载：4/0  |  提交时间：2025/12/03 Multimodal named entity recognition  Multimodal learning  Large language model  Contrastive learning  Social media
	CMC-GCN: Consistent multi-granularity cascading graph convolution network for multi-behavior recommendation 期刊论文 NEUROCOMPUTING, 2025, 卷号: 651, 页码: 12 作者:  Yin, Yabo;  Zhu, Xiaofei;  Huang, Kunyang;  Wang, Wenshan;  Zhang, Yihao;  Wang, Pengfei;  Fan, Yixing;  Guo, Jiafeng 收藏  |  浏览/下载：4/0  |  提交时间：2025/12/03 Multi-behavior recommendation  Self-supervised learning  Graph convolutional network
	SPMGAE: Self-purified masked graph autoencoders release robust expression power 期刊论文 NEUROCOMPUTING, 2025, 卷号: 611, 页码: 14 作者:  Song, Shuhan;  Li, Ping;  Dun, Ming;  Zhang, Yuan;  Cao, Huawei;  Ye, Xiaochun 收藏  |  浏览/下载：68/0  |  提交时间：2024/12/06 Graph neural networks  Masked graph autoencoders  Robustness  Graph adversarial attacks
	Open-category referring expression comprehension via multi-modal knowledge transfer 期刊论文 NEUROCOMPUTING, 2024, 卷号: 598, 页码: 10 作者:  Mi, Wenyu;  Wang, Jianji;  Zhuang, Fuzhen;  An, Zhulin;  Guo, Wei 收藏  |  浏览/下载：14/0  |  提交时间：2025/06/25 Referring expression comprehension  CLIP  Open-category  Knowledge distillation
	PHD-NAS: Preserving helpful data to promote Neural Architecture Search 期刊论文 NEUROCOMPUTING, 2024, 卷号: 587, 页码: 14 作者:  Lu, Shun;  Hu, Yu;  Yang, Longxing;  Mei, Jilin;  Sun, Zihao;  Tan, Jianchao;  Song, Chengru 收藏  |  浏览/下载：91/0  |  提交时间：2024/12/06 Neural architecture search  Dataset optimization  Forgetting events and remembering events
	Curricular-balanced long-tailed learning 期刊论文 NEUROCOMPUTING, 2024, 卷号: 571, 页码: 13 作者:  Xiang, Xiang;  Zhang, Zihan;  Chen, Xilin 收藏  |  浏览/下载：37/0  |  提交时间：2024/05/20 Long-tailed learning  Re-weighting loss  Curriculum learning
	DyTSCL: Dynamic graph representation via tempo-structural contrastive learning 期刊论文 NEUROCOMPUTING, 2023, 卷号: 556, 页码: 8 作者:  Li, Jianian;  Bao, Peng;  Yan, Rong;  Shen, Huawei 收藏  |  浏览/下载：47/0  |  提交时间：2023/12/04 Graph representation learning  Contrastive learning  Dynamic graph  Tempo-structural information
	Learning controllable elements oriented representations for reinforcement learning 期刊论文 NEUROCOMPUTING, 2023, 卷号: 549, 页码: 13 作者:  Yi, Qi;  Zhang, Rui;  Peng, Shaohui;  Guo, Jiaming;  Hu, Xing;  Du, Zidong;  Guo, Qi;  Chen, Ruizhi;  Li, Ling;  Chen, Yunji 收藏  |  浏览/下载：47/0  |  提交时间：2023/12/04 Reinforcement learning  Representation learning