Yanhui Geng

According to our database, Yanhui Geng authored at least 35 papers between 2004 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

Sparse Personalized Federated Learning.

Xiaofeng Liu, Yinchuan Li, Qing Wang, Xu Zhang, Yunfeng Shao, Yanhui Geng

IEEE Trans. Neural Networks Learn. Syst., September, 2024

Structured Directional Pruning via Perturbation Orthogonal Projection.

Xiaofeng Liu, Qing Wang, Yunfeng Shao, Yanhui Geng, Yinchuan Li

IEEE Trans. Signal Process., 2024

2023

Neighbor Auto-Grouping Graph Neural Networks for Handover Parameter Configuration in Cellular Network.

Mehrtash Mehrabi, Walid Masoudimansour, Yingxue Zhang, Jie Chuai, Zhitang Chen, Mark Coates, Jianye Hao, Yanhui Geng

Proceedings of the Thirty-Seventh AAAI Conference on Artificial Intelligence, 2023

2022

Node copying: A random graph model for effective graph sampling.

Florence Regol, Soumyasundar Pal, Jianing Sun, Yingxue Zhang, Yanhui Geng, Mark Coates

Signal Process., 2022

Universality of parametric Coupling Flows over parametric diffeomorphisms.

Junlong Lyu, Zhitang Chen, Chang Feng, Wenjing Cun, Shengyu Zhu, Yanhui Geng, Zhijie Xu, Yongwei Chen

CoRR, 2022

Para-CFlows: $C^k$-universal diffeomorphism approximators as superior neural surrogates.

Junlong Lyu, Zhitang Chen, Chang Feng, Wenjing Cun, Shengyu Zhu, Yanhui Geng, Zhijie Xu, Chen Yongwei

Proceedings of the Advances in Neural Information Processing Systems 35: Annual Conference on Neural Information Processing Systems 2022, 2022

Model-Based Offline Reinforcement Learning with Pessimism-Modulated Dynamics Belief.

Kaiyang Guo, Yunfeng Shao, Yanhui Geng

Proceedings of the Advances in Neural Information Processing Systems 35: Annual Conference on Neural Information Processing Systems 2022, 2022

2021

Personalized Federated Learning via Maximizing Correlation with Sparse and Hierarchical Extensions.

Yinchuan Li, Xiaofeng Liu, Xu Zhang, Yunfeng Shao, Qing Wang, Yanhui Geng

CoRR, 2021

2020

Clustering Causal Additive Noise Models.

Vahid Partovi Nia, Xinlin Li, Masoud Asgharian, Shoubo Hu, Zhitang Chen, Yanhui Geng

CoRR, 2020

2019

Luopan: Sampling-Based Load Balancing in Data Center Networks.

Peng Wang, George Trimponias, Hong Xu, Yanhui Geng

IEEE Trans. Parallel Distributed Syst., 2019

Sentinel: Failure Recovery in Centralized Traffic Engineering.

Jiaqi Zheng, Hong Xu, Xiaojun Zhu, Guihai Chen, Yanhui Geng

IEEE/ACM Trans. Netw., 2019

Node-Constrained Traffic Engineering: Theory and Applications.

George Trimponias, Yan Xiao, Xiaorui Wu, Hong Xu, Yanhui Geng

IEEE/ACM Trans. Netw., 2019

Model-free inference of diffusion networks using RKHS embeddings.

Shoubo Hu, Bogdan Cautis, Zhitang Chen, Laiwan Chan, Yanhui Geng, Xiuqiang He

Data Min. Knowl. Discov., 2019

2018

Learning-Based Joint Configuration for Cellular Networks.

Xueying Guo, George Trimponias, Xiaoxiao Wang, Zhitang Chen, Yanhui Geng, Xin Liu

IEEE Internet Things J., 2018

Causal Inference and Mechanism Clustering of A Mixture of Additive Noise Models.

Shoubo Hu, Zhitang Chen, Vahid Partovi Nia, Lai-Wan Chan, Yanhui Geng

Proceedings of the Advances in Neural Information Processing Systems 31: Annual Conference on Neural Information Processing Systems 2018, 2018

Faster Policy Adaptation in Environments with Exogeneity: A State Augmentation Approach.

Zhuoshu Li, Zhitang Chen, Pascal Poupart, Sanmay Das, Yanhui Geng

Proceedings of the 17th International Conference on Autonomous Agents and MultiAgent Systems, 2018

2017

On Traffic Engineering with Segment Routing in SDN based WANs.

George Trimponias, Yan Xiao, Hong Xu, Xiaorui Wu, Yanhui Geng

CoRR, 2017

Cellular network configuration via online learning and joint optimization.

Xueying Guo, George Trimponias, Xiaoxiao Wang, Zhitang Chen, Yanhui Geng, Xin Liu

Proceedings of the 2017 IEEE International Conference on Big Data (IEEE BigData 2017), 2017

Seq2Img: A sequence-to-image based approach towards IP traffic classification using convolutional neural networks.

Zhitang Chen, Ke He, Jian Li, Yanhui Geng

Proceedings of the 2017 IEEE International Conference on Big Data (IEEE BigData 2017), 2017

2016

Towards Comprehensive Traffic Forecasting in Cloud Computing: Design and Application.

Yang Peng, Kai Chen, Guohui Wang, Wei Bai, Yangming Zhao, Hao Wang, Yanhui Geng, Zhiqiang Ma, Lin Gu

IEEE/ACM Trans. Netw., 2016

CODA: Toward Automatically Identifying and Scheduling Coflows in the Dark.

Hong Zhang, Li Chen, Bairen Yi, Kai Chen, Mosharaf Chowdhury, Yanhui Geng

Proceedings of the ACM SIGCOMM 2016 Conference, Florianopolis, Brazil, August 22-26, 2016, 2016

We've got you covered: Failure recovery with backup tunnels in traffic engineering.

Jiaqi Zheng, Hong Xu, Xiaojun Zhu, Guihai Chen, Yanhui Geng

Proceedings of the 24th IEEE International Conference on Network Protocols, 2016

Luopan: Sampling based load balancing in data center networks.

Peng Wang, George Trimponias, Hong Xu, Hongyuan Liu, Yanhui Geng

Proceedings of the 24th IEEE International Conference on Network Protocols, 2016

Online flow size prediction for improved network routing.

Pascal Poupart, Zhitang Chen, Priyank Jaini, Fred Fung, Hengky Susanto, Yanhui Geng, Li Chen, Kai Chen, Hao Jin

Proceedings of the 24th IEEE International Conference on Network Protocols, 2016

Predicting future traffic using Hidden Markov Models.

Zhitang Chen, Jiayao Wen, Yanhui Geng

Proceedings of the 24th IEEE International Conference on Network Protocols, 2016

Online Relative Entropy Policy Search using Reproducing Kernel Hilbert Space Embeddings.

Zhitang Chen, Pascal Poupart, Yanhui Geng

Proceedings of the 19th International Conference on Artificial Intelligence and Statistics, 2016

2015

Rapier: Integrating routing and scheduling for coflow-aware data center networks.

Yangming Zhao, Kai Chen, Wei Bai, Minlan Yu, Chen Tian, Yanhui Geng, Yiming Zhang, Dan Li, Sheng Wang

Proceedings of the 2015 IEEE Conference on Computer Communications, 2015

FLOWPROPHET: Generic and Accurate Traffic Prediction for Data-Parallel Cluster Computing.

Hao Wang, Li Chen, Kai Chen, Ziyang Li, Yiming Zhang, Haibing Guan, Zhengwei Qi, Dongsheng Li, Yanhui Geng

Proceedings of the 35th IEEE International Conference on Distributed Computing Systems, 2015

2014

Information-Theoretic Bounds for Performance of Resource-Constrained Communication Systems.

Albert Y. S. Lam, Yanhui Geng, Victor O. K. Li

CoRR, 2014

Integration and Automation of Data Preparation and Data Mining.

Shrikanth S. Narayanan, Ayush Jaiswal, Yao-Yi Chiang, Yanhui Geng, Craig A. Knoblock, Pedro A. Szekely

Proceedings of the 2014 IEEE International Conference on Data Mining Workshops, 2014

2010

An information-theoretic model for resource-constrained systems.

Yanhui Geng, Albert Y. S. Lam, Victor O. K. Li

Proceedings of the IEEE International Conference on Systems, 2010

Mathematical Impact of Information Accuracy on Network Performance.

Yanhui Geng, Victor O. K. Li

Proceedings of IEEE International Conference on Communications, 2010

A Framework to Analyze Network Performance Based on Information Quality.

Yanhui Geng, Victor O. K. Li

Proceedings of IEEE International Conference on Communications, 2010

Performance Bounds of Opportunistic Scheduling in Wireless Networks.

Yanhui Geng, Albert Y. S. Lam, Victor O. K. Li

Proceedings of the Global Communications Conference, 2010

2004

Traffic engineering with constraint-based routing in DiffServ/MPLS network.

Yuzhong Chen, Bingqing Yang, Rong Ren, Yanhui Geng, Nenghai Yu

Proceedings of the 13th IEEE Workshop on Local and Metropolitan Area Networks, 2004