Yixin Fang

Publication Activity (10 Years)

Years Active: 2008-2024
Publications (10 Years): 12

Top Topics

Stochastic Gradient Descent

Computationally Tractable

Incentive Mechanism

Chance Constraints

Top Venues

IEEE J. Sel. Areas Commun.

IEEE Trans. Veh. Technol.

IEEE Trans. Inf. Forensics Secur.

Publications

Yixin Fang, Kun Qian, Yun Zhang, Tong Shi, Hai Yu
Segmented Curved-Voxel Occupancy Descriptor for Dynamic-Aware LiDAR Odometry and Mapping. IEEE Trans. Geosci. Remote. Sens. 62 (2024)
Jie Yan, Yunlei Lu, Liting Chen, Si Qin, Yixin Fang, Qingwei Lin, Thomas Moscibroda, Saravan Rajmohan, Dongmei Zhang
Solving the Batch Stochastic Bin Packing Problem in Cloud: A Chance-constrained Optimization Approach. KDD (2022)
Jie Yan, Yunlei Lu, Liting Chen, Si Qin, Yixin Fang, Qingwei Lin, Thomas Moscibroda, Saravan Rajmohan, Dongmei Zhang
Solving the Batch Stochastic Bin Packing Problem in Cloud: A Chance-constrained Optimization Approach. CoRR (2022)
Yukun Cao, Yijia Tang, Ziyue Wei, ChengKun Jin, Zeyu Miao, Yixin Fang, Haizhou Du, Feifei Xu
Isomer: Transfer enhanced Dual-Channel Heterogeneous Dependency Attention Network for Aspect-based Sentiment Classification. CoRR (2021)
Yuan Zhang, Boyu Zhu, Yixin Fang, Suxin Guo, Aidong Zhang, Sheng Zhong
Secure Inter-Domain Forwarding Loop Test in Software Defined Networks. IEEE Trans. Dependable Secur. Comput. 17 (1) (2020)
Yixin Fang, Jinfeng Xu, Lei Yang
Online Bootstrap Confidence Intervals for the Stochastic Gradient Descent Estimator. J. Mach. Learn. Res. 19 (2018)
Jia He, Maggie X. Cheng, Yixin Fang, Mariesa L. Crow
A Machine Learning Approach for Line Outage Identification in Power Systems. LOD (2018)
Yixin Fang, Ruoming Jin, Wei Xiong, Xiaoning Qian, Dejing Dou, Hai Phan
Recursive Structure Similarity: A Novel Algorithm for Graph Clustering. ICTAI (2018)
Yixin Fang, Jinfeng Xu, Lei Yang
On Scalable Inference with Stochastic Gradient Descent. CoRR (2017)
Jingyu Hua, An Tang, Yixin Fang, Zhenyu Shen, Sheng Zhong
Privacy-Preserving Utility Verification of the Data Published by Non-Interactive Differentially Private Mechanisms. IEEE Trans. Inf. Forensics Secur. 11 (10) (2016)
Binhuan Wang, Yilong Zhang, Wei Sun, Yixin Fang
Sparse Convex Clustering. CoRR (2016)
Yanhong Wang, Yixin Fang, Junhui Wang
Sparse optimal discriminant clustering. Stat. Comput. 26 (3) (2016)
Wei Zhong, Yixin Fang, Shi Jin, Kai-Kit Wong, Sheng Zhong, Zuping Qian
Joint Resource Allocation for Device-to-Device Communications Underlaying Uplink MIMO Cellular Networks. IEEE J. Sel. Areas Commun. 33 (1) (2015)
Sheng Zhong, Haifan Yao, Yixin Fang
MICOR: A Market for Incentive-Compatible Cooperative Relay in Cognitive Radio Networks. IEEE Trans. Veh. Technol. 64 (11) (2015)
Yuan Zhang, Yixin Fang, Sheng Zhong
Incentive Mechanism Design for Smartphone Crowdsensing. BDCloud (2015)
Yixin Fang, Yang Feng, Ming Yuan
Regularized principal components of heritability. Comput. Stat. 29 (3) (2014)
Wei Sun, Junhui Wang, Yixin Fang
Consistent selection of tuning parameters via variable selection stability. J. Mach. Learn. Res. 14 (1) (2013)
Junhui Wang, Yixin Fang
Analysis of presence-only data via semi-supervised learning approaches. Comput. Stat. Data Anal. 59 (2013)
Yixin Fang, Junhui Wang
Selection of the number of clusters via the bootstrap method. Comput. Stat. Data Anal. 56 (3) (2012)
Yixin Fang, Junhui Wang
Penalized cluster analysis with applications to family data. Comput. Stat. Data Anal. 55 (6) (2011)
Yixin Fang
An Application of a Theorem of Johnstone and Forrester to Testing for Familial Aggregation. BMEI (2) (2008)