38 citations · 45 across the 11 of their papers we have counts for
11 papers
UniG-Encoder: A Universal Feature Encoder for Graph and Hypergraph Node Classification
Minhao Zou, Zhongxue Gan, Yutong Wang +4
Graph and hypergraph representation learning has attracted increasing attention from various research fields. Despite the decent performance and fruitful applications of Graph Neur…
On Classification-Calibration of Gamma-Phi Losses
Yutong Wang, Clayton D. Scott
Gamma-Phi losses constitute a family of multiclass classification loss functions that generalize the logistic and other common losses, and have found application in the boosting li…
MORE: A Metric Learning Based Framework for Open-domain Relation Extraction
Yutong Wang, Renze Lou, Kai Zhang +2
Open relation extraction (OpenRE) is the task of extracting relation schemes from open-domain corpora. Most existing OpenRE methods either do not fully benefit from high-quality la…
Consistent Interpolating Ensembles via the Manifold-Hilbert Kernel
Yutong Wang, Clayton D. Scott
Recent research in the theory of overparametrized learning has sought to establish generalization guarantees in the interpolating regime. Such results have been established for a f…
Learning from Label Proportions by Learning with Label Noise
Jianxin Zhang, Yutong Wang, Clayton Scott
Learning from label proportions (LLP) is a weakly supervised classification problem where data points are grouped into bags, and the label proportions within each bag are observed…
VC dimension of partially quantized neural networks in the overparametrized regime
Yutong Wang, Clayton D. Scott
Vapnik-Chervonenkis (VC) theory has so far been unable to explain the small generalization error of overparametrized neural networks. Indeed, existing applications of VC theory to…
An Exact Solver for the Weston-Watkins SVM Subproblem
Yutong Wang, Clayton D. Scott
Recent empirical evidence suggests that the Weston-Watkins support vector machine is among the best performing multiclass extensions of the binary SVM. Current state-of-the-art sol…
Are Top School Students More Critical of Their Professors? Mining Comments on RateMyProfessor.com
Ziqi Tang, Yutong Wang, Jiebo Luo
Student reviews and comments on RateMyProfessor.com reflect realistic learning experiences of students. Such information provides a large-scale data source to examine the teaching…
Weston-Watkins Hinge Loss and Ordered Partitions
Yutong Wang, Clayton D. Scott
Multiclass extensions of the support vector machine (SVM) have been formulated in a variety of ways. A recent empirical comparison of nine such formulations [Doǧan et al. 2016] rec…
Weak Supervision Enhanced Generative Network for Question Generation
Yutong Wang, Jiyuan Zheng, Qijiong Liu +3
Automatic question generation according to an answer within the given passage is useful for many applications, such as question answering system, dialogue system, etc. Current neur…
Correct Convergence of Min-Sum Loopy Belief Propagation in a Block Interpolation Problem
Yutong Wang, Matthew G. Reyes, David L. Neuhoff
This work proves a new result on the correct convergence of Min-Sum Loopy Belief Propagation (LBP) in an interpolation problem on a square grid graph. The focus is on the notion of…