Bingxin Niu

Publication Activity (10 Years)

Years Active: 2015-2024
Publications (10 Years): 23

Top Topics

Information Bottleneck

Top Venues

Publications

Liang Yang, Weixiao Hu, Jizhong Xu, Runjie Shi, Dongxiao He, Chuan Wang, Xiaochun Cao, Zhen Wang, Bingxin Niu, Yuanfang Guo
GAUSS: GrAph-customized Universal Self-Supervised Learning. WWW (2024)
Jiaming Zhuo, Can Cui, Kun Fu, Bingxin Niu, Dongxiao He, Chuan Wang, Yuanfang Guo, Zhen Wang, Xiaochun Cao, Liang Yang
Graph Contrastive Learning Reimagined: Exploring Universality. WWW (2024)
Liang Yang, Jiayi Wang, Dongxiao He, Chuan Wang, Xiaochun Cao, Bingxin Niu, Zhen Wang
Graph Reciprocal Neural Networks by Abstracting Node as Attribute. ICDM (2023)
Liang Yang, Qiuliang Zhang, Runjie Shi, Wenmiao Zhou, Bingxin Niu, Chuan Wang, Xiaochun Cao, Dongxiao He, Zhen Wang, Yuanfang Guo
Graph Neural Networks without Propagation. WWW (2023)
Rui Cao, Zhengchang Song, Bingxin Niu, Junhua Gu, Chunjie Li
Distributed Task Offloading Method Based on Federated Reinforcement Learning in Vehicular Networks with Incomplete Information. ICA3PP (4) (2023)
Zhengchang Song, Rui Cao, Bingxin Niu, Junhua Gu, Chunjie Li
A Hybrid Active and Passive Cache Method Based on Deep Learning in Edge Computing. ICA3PP (4) (2023)
Liang Yang, Runjie Shi, Qiuliang Zhang, Bingxin Niu, Zhen Wang, Xiaochun Cao, Chuan Wang
Self-supervised Graph Neural Networks via Low-Rank Decomposition. NeurIPS (2023)
Jiaming Zhuo, Can Cui, Kun Fu, Bingxin Niu, Dongxiao He, Yuanfang Guo, Zhen Wang, Chuan Wang, Xiaochun Cao, Liang Yang
Propagation is All You Need: A New Framework for Representation Learning and Classifier Training on Graphs. ACM Multimedia (2023)
Liang Yang, Jiayi Wang, Tingting Zhang, Dongxiao He, Chuan Wang, Yuanfang Guo, Xiaochun Cao, Bingxin Niu, Zhen Wang
Long Short-Term Graph Memory Against Class-imbalanced Over-smoothing. ACM Multimedia (2023)
Qingyuan Wang, Chen Chen, Long Zhang, Xiaoxuan Song, Honggang Li, Qingjie Zhao, Bingxin Niu, Junhua Gu
Period Extraction for Traffic Flow Prediction. ICA3PP (3) (2023)
Liang Yang, Weihang Peng, Wenmiao Zhou, Bingxin Niu, Junhua Gu, Chuan Wang, Yuanfang Guo, Dongxiao He, Xiaochun Cao
Difference Residual Graph Neural Networks. ACM Multimedia (2022)
Liang Yang, Lina Kang, Qiuliang Zhang, Mengzhe Li, Bingxin Niu, Dongxiao He, Zhen Wang, Chuan Wang, Xiaochun Cao, Yuanfang Guo
OPEN: Orthogonal Propagation with Ego-Network Modeling. NeurIPS (2022)
Kaixuan Zhang, Xiulong Liu, Xin Xie, Jiuwu Zhang, Bingxin Niu, Keqiu Li
A Cross-Domain Federated Learning Framework for Wireless Human Sensing. IEEE Netw. 36 (5) (2022)
Lei Zhang, Ke Pang, Jiangtao Xu, Bingxin Niu
JSON-based control model for SQL and NoSQL data conversion in hybrid cloud database. J. Cloud Comput. 11 (2022)
Liang Yang, Wenmiao Zhou, Weihang Peng, Bingxin Niu, Junhua Gu, Chuan Wang, Xiaochun Cao, Dongxiao He
Graph Neural Networks Beyond Compromise Between Attribute and Topology. WWW (2022)
Liang Yang, Cheng Chen, Weixun Li, Bingxin Niu, Junhua Gu, Chuan Wang, Dongxiao He, Yuanfang Guo, Xiaochun Cao
Self-Supervised Graph Neural Networks via Diverse and Interactive Message Passing. AAAI (2022)
Liang Yang, Mengzhe Li, Liyang Liu, Bingxin Niu, Chuan Wang, Xiaochun Cao, Yuanfang Guo
Diverse Message Passing for Attribute with Heterophily. NeurIPS (2021)
Liang Yang, Chuan Wang, Junhua Gu, Xiaochun Cao, Bingxin Niu
Why Do Attributes Propagate in Graph Convolutional Neural Networks? AAAI (2021)
Liang Yang, Fan Wu, Zichen Zheng, Bingxin Niu, Junhua Gu, Chuan Wang, Xiaochun Cao, Yuanfang Guo
Heterogeneous Graph Information Bottleneck. IJCAI (2021)
Weilian Xue, Zhibo Yuan, Bingxin Niu
A CRAHNs routing protocol based on the hops, channel number and channel capacity. Comput. Syst. Sci. Eng. 32 (6) (2017)
Bingxin Niu, Heng Qi, Keqiu Li, Xiulong Liu, Weilian Xue
Dynamic scheming the duty cycle in the opportunistic routing sensor network. Concurr. Comput. Pract. Exp. 29 (17) (2017)
Weilian Xue, Liu Xiaoyu, Bingxin Niu
An Advanced Maximum Utility Spectrum Allocation Algorithm Based on Graph Coloring Theory. Ad Hoc Sens. Wirel. Networks 36 (1-4) (2017)
Bingxin Niu, Keqiu Li, Kai Lin, Weilian Xue
Maximizing the Utility Without the Knowledge of the Link Capacity in a Wireless Sensor Network. Ad Hoc Sens. Wirel. Networks 30 (3-4) (2016)
Bingxin Niu, Heng Qi, Keqiu Li, Xiulong Liu, Weilian Xue
D2CS: Dynamic Duty Cycle Scheme in an Opportunistic Routing Sensor Network. ICCCN (2015)