228 citations · 2.2k across the 99 of their papers we have counts for
13 papers · 1 filter
Pattern-aware Data Augmentation for Query Rewriting in Voice Assistant Systems
Yunmo Chen, Sixing Lu, Fan Yang +3
Query rewriting (QR) systems are widely used to reduce the friction caused by errors in a spoken language understanding pipeline. However, the underlying supervised models require…
Multi-Aspect Sentiment Analysis with Latent Sentiment-Aspect Attribution
Yifan Zhang, Fan Yang, Marjan Hosseinia +1
In this paper, we introduce a new framework called the sentiment-aspect attribution module (SAAM). SAAM works on top of traditional neural networks and is designed to address the p…
Fault-Aware Robust Control via Adversarial Reinforcement Learning
Fan Yang, Chao Yang, Di Guo +2
Robots have limited adaptation ability compared to humans and animals in the case of damage. However, robot damages are prevalent in real-world applications, especially for robots…
Robust Long Range Magnetic Correlation across Anti-phase Domain Boundaries in SrCrReO
Bo Yuan, Subin Kim, Sae Hwan Chun +5
Anti-site disorder is one of the most important issues that arises in synthesis of double perovskite for spintronic applications. Although it is known that anti-site disorder leads…
RelativeNAS: Relative Neural Architecture Search via Slow-Fast Learning
Hao Tan, Ran Cheng, Shihua Huang +4
Despite the remarkable successes of Convolutional Neural Networks (CNNs) in computer vision, it is time-consuming and error-prone to manually design a CNN. Among various Neural Arc…
PIC-Net: Point Cloud and Image Collaboration Network for Large-Scale Place Recognition
Yuheng Lu, Fan Yang, Fangping Chen +1
Place recognition is one of the hot research fields in automation technology and is still an open issue, Camera and Lidar are two mainstream sensors used in this task, Camera-based…
Propositional union closed team logics
Fan Yang
In this paper, we study several propositional team logics that are closed under unions, including propositional inclusion logic. We prove that all these logics are expressively com…
An Embarrassingly Simple Approach for Trojan Attack in Deep Neural Networks
Ruixiang Tang, Mengnan Du, Ninghao Liu +2
With the widespread use of deep neural networks (DNNs) in high-stake applications, the security problem of the DNN models has received extensive attention. In this paper, we invest…
Escape rate and conditional escape rate from a probabilistic point of view
Connor Davis, Nicolai Haydn, Fan Yang
We prove that for a sequence of nested sets with a measure zero set, the localized escape rate converges to the extremal index of , provided that the d…
Defending SVMs against Poisoning Attacks: the Hardness and DBSCAN Approach
Hu Ding, Fan Yang, Jiawei Huang
Adversarial machine learning has attracted a great amount of attention in recent years. In a poisoning attack, the adversary can inject a small number of specially crafted samples…
Learning to Detect Head Movement in Unconstrained Remote Gaze Estimation in the Wild
Zhecan Wang, Jian Zhao, Cheng Lu +4
Unconstrained remote gaze estimation remains challenging mostly due to its vulnerability to the large variability in head-pose. Prior solutions struggle to maintain reliable accura…
Counterfactuals and dependencies on causal teams: expressive power and deduction systems
Fausto Barbero, Fan Yang
We analyze the causal-observational languages that were introduced in Barbero and Sandu (2018), which allow discussing interventionist counterfactuals and functional dependencies i…
Relational State-Space Model for Stochastic Multi-Object Systems
Fan Yang, Ling Chen, Fan Zhou +2
Real-world dynamical systems often consist of multiple stochastic subsystems that interact with each other. Modeling and forecasting the behavior of such dynamics are generally not…