Yanhui Geng

Publication Activity (10 Years)

Years Active: 2004-2023
Publications (10 Years): 30

Top Topics

Reproducing Kernel Hilbert Space

Traffic Engineering

Causal Inference

Top Venues

IEEE/ACM Trans. Netw.

Publications

Mehrtash Mehrabi, Walid Masoudimansour, Yingxue Zhang, Jie Chuai, Zhitang Chen, Mark Coates, Jianye Hao, Yanhui Geng
Neighbor Auto-Grouping Graph Neural Networks for Handover Parameter Configuration in Cellular Network. CoRR (2023)
Mehrtash Mehrabi, Walid Masoudimansour, Yingxue Zhang, Jie Chuai, Zhitang Chen, Mark Coates, Jianye Hao, Yanhui Geng
Neighbor Auto-Grouping Graph Neural Networks for Handover Parameter Configuration in Cellular Network. AAAI (2023)
Kaiyang Guo, Yunfeng Shao, Yanhui Geng
Model-Based Offline Reinforcement Learning with Pessimism-Modulated Dynamics Belief. CoRR (2022)
Junlong Lyu, Zhitang Chen, Chang Feng, Wenjing Cun, Shengyu Zhu, Yanhui Geng, Zhijie Xu, Yongwei Chen
Universality of parametric Coupling Flows over parametric diffeomorphisms. CoRR (2022)
Junlong Lyu, Zhitang Chen, Chang Feng, Wenjing Cun, Shengyu Zhu, Yanhui Geng, Zhijie Xu, Chen Yongwei
Para-CFlows: $C^k$-universal diffeomorphism approximators as superior neural surrogates. NeurIPS (2022)
Kaiyang Guo, Yunfeng Shao, Yanhui Geng
Model-Based Offline Reinforcement Learning with Pessimism-Modulated Dynamics Belief. NeurIPS (2022)
Florence Regol, Soumyasundar Pal, Jianing Sun, Yingxue Zhang, Yanhui Geng, Mark Coates
Node Copying: A Random Graph Model for Effective Graph Sampling. CoRR (2022)
Florence Regol, Soumyasundar Pal, Jianing Sun, Yingxue Zhang, Yanhui Geng, Mark Coates
Node copying: A random graph model for effective graph sampling. Signal Process. 192 (2022)
Yinchuan Li, Xiaofeng Liu, Xu Zhang, Yunfeng Shao, Qing Wang, Yanhui Geng
Personalized Federated Learning via Maximizing Correlation with Sparse and Hierarchical Extensions. CoRR (2021)
Yinchuan Li, Xiaofeng Liu, Yunfeng Shao, Qing Wang, Yanhui Geng
Structured Directional Pruning via Perturbation Orthogonal Projection. CoRR (2021)
Vahid Partovi Nia, Xinlin Li, Masoud Asgharian, Shoubo Hu, Zhitang Chen, Yanhui Geng
Clustering Causal Additive Noise Models. CoRR (2020)
Peng Wang, George Trimponias, Hong Xu, Yanhui Geng
Luopan: Sampling-Based Load Balancing in Data Center Networks. IEEE Trans. Parallel Distributed Syst. 30 (1) (2019)
George Trimponias, Yan Xiao, Xiaorui Wu, Hong Xu, Yanhui Geng
Node-Constrained Traffic Engineering: Theory and Applications. IEEE/ACM Trans. Netw. 27 (4) (2019)
Shoubo Hu, Bogdan Cautis, Zhitang Chen, Laiwan Chan, Yanhui Geng, Xiuqiang He
Model-free inference of diffusion networks using RKHS embeddings. Data Min. Knowl. Discov. 33 (2) (2019)
Jiaqi Zheng, Hong Xu, Xiaojun Zhu, Guihai Chen, Yanhui Geng
Sentinel: Failure Recovery in Centralized Traffic Engineering. IEEE/ACM Trans. Netw. 27 (5) (2019)
George Trimponias, Yan Xiao, Xiaorui Wu, Hong Xu, Yanhui Geng
Node-Constrained Traffic Engineering: Theory and Applications. CoRR (2019)
Shoubo Hu, Zhitang Chen, Vahid Partovi Nia, Laiwan Chan, Yanhui Geng
Causal Inference and Mechanism Clustering of a Mixture of Additive Noise Models. CoRR (2018)
Shoubo Hu, Zhitang Chen, Vahid Partovi Nia, Lai-Wan Chan, Yanhui Geng
Causal Inference and Mechanism Clustering of A Mixture of Additive Noise Models. NeurIPS (2018)
Zhuoshu Li, Zhitang Chen, Pascal Poupart, Sanmay Das, Yanhui Geng
Faster Policy Adaptation in Environments with Exogeneity: A State Augmentation Approach. AAMAS (2018)
Xueying Guo, George Trimponias, Xiaoxiao Wang, Zhitang Chen, Yanhui Geng, Xin Liu
Learning-Based Joint Configuration for Cellular Networks. IEEE Internet Things J. 5 (6) (2018)
Xueying Guo, George Trimponias, Xiaoxiao Wang, Zhitang Chen, Yanhui Geng, Xin Liu
Cellular network configuration via online learning and joint optimization. IEEE BigData (2017)
Zhitang Chen, Ke He, Jian Li, Yanhui Geng
Seq2Img: A sequence-to-image based approach towards IP traffic classification using convolutional neural networks. IEEE BigData (2017)
George Trimponias, Yan Xiao, Hong Xu, Xiaorui Wu, Yanhui Geng
On Traffic Engineering with Segment Routing in SDN based WANs. CoRR (2017)
Hong Zhang, Li Chen, Bairen Yi, Kai Chen, Mosharaf Chowdhury, Yanhui Geng
CODA: Toward Automatically Identifying and Scheduling Coflows in the Dark. SIGCOMM (2016)
Pascal Poupart, Zhitang Chen, Priyank Jaini, Fred Fung, Hengky Susanto, Yanhui Geng, Li Chen, Kai Chen, Hao Jin
Online flow size prediction for improved network routing. ICNP (2016)
Peng Wang, George Trimponias, Hong Xu, Hongyuan Liu, Yanhui Geng
Luopan: Sampling based load balancing in data center networks. ICNP (2016)
Zhitang Chen, Jiayao Wen, Yanhui Geng
Predicting future traffic using Hidden Markov Models. ICNP (2016)
Jiaqi Zheng, Hong Xu, Xiaojun Zhu, Guihai Chen, Yanhui Geng
We've got you covered: Failure recovery with backup tunnels in traffic engineering. ICNP (2016)
Zhitang Chen, Pascal Poupart, Yanhui Geng
Online Relative Entropy Policy Search using Reproducing Kernel Hilbert Space Embeddings. AISTATS (2016)
Yang Peng, Kai Chen, Guohui Wang, Wei Bai, Yangming Zhao, Hao Wang, Yanhui Geng, Zhiqiang Ma, Lin Gu
Towards Comprehensive Traffic Forecasting in Cloud Computing: Design and Application. IEEE/ACM Trans. Netw. 24 (4) (2016)
Hao Wang, Li Chen, Kai Chen, Ziyang Li, Yiming Zhang, Haibing Guan, Zhengwei Qi, Dongsheng Li, Yanhui Geng
FLOWPROPHET: Generic and Accurate Traffic Prediction for Data-Parallel Cluster Computing. ICDCS (2015)
Yangming Zhao, Kai Chen, Wei Bai, Minlan Yu, Chen Tian, Yanhui Geng, Yiming Zhang, Dan Li, Sheng Wang
Rapier: Integrating routing and scheduling for coflow-aware data center networks. INFOCOM (2015)
Shrikanth S. Narayanan, Ayush Jaiswal, Yao-Yi Chiang, Yanhui Geng, Craig A. Knoblock, Pedro A. Szekely
Integration and Automation of Data Preparation and Data Mining. ICDM Workshops (2014)
Albert Y. S. Lam, Yanhui Geng, Victor O. K. Li
Information-Theoretic Bounds for Performance of Resource-Constrained Communication Systems. CoRR (2014)
Yanhui Geng, Victor O. K. Li
Mathematical Impact of Information Accuracy on Network Performance. ICC (2010)
Yanhui Geng, Victor O. K. Li
A Framework to Analyze Network Performance Based on Information Quality. ICC (2010)
Yanhui Geng, Albert Y. S. Lam, Victor O. K. Li
An information-theoretic model for resource-constrained systems. SMC (2010)
Yanhui Geng, Albert Y. S. Lam, Victor O. K. Li
Performance Bounds of Opportunistic Scheduling in Wireless Networks. GLOBECOM (2010)
Yuzhong Chen, Bingqing Yang, Rong Ren, Yanhui Geng, Nenghai Yu
Traffic engineering with constraint-based routing in DiffServ/MPLS network. LANMAN (2004)