Yichong Xu

Microsoft

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I work on machine learning, including interactive machine learning, preference learning, natural language processing, and deep learning. Previously I have done research on computer vision and game theory.

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Preference-based Reinforcement Learning with Finite-Time Guarantees

Xu Yichong,Wang Ruosong,Yang Lin F.,Singh Aarti,Dubrawski Artur

NIPS 2020, (2020)

Cited by1EIBibtex

Regression with Comparisons: Escaping the Curse of Dimensionality with Ordinal Information

Xu Yichong,Balakrishnan Sivaraman,Singh Aarti,Dubrawski Artur

JOURNAL OF MACHINE LEARNING RESEARCH, no. 162 (2020): 1-54

Bibtex

Multi-task Learning with Sample Re-weighting for Machine Reading Comprehension

Yichong Xu,Xiaodong Liu,Yelong Shen,Jingjing Liu,Jianfeng Gao

North American Chapter of the Association for Computational Linguistics, pp.2644-2655, (2019)

Cited by32EIBibtex

Zeroth Order Non-convex optimization with Dueling-Choice Bandits

Xu Yichong, Joshi Aparna,Singh Aarti,Dubrawski Artur

UAI, pp.899-908, (2019)

EIBibtex

On Strategyproof Conference Peer Review

Yichong Xu,Han Zhao,Xiaofei Shi,Nihar B. Shah

international joint conference on artificial intelligence, (2019)

Cited by20EIBibtex

Active Learning for Graph Neural Networks via Node Feature Propagation

Wu Yuexin,Xu Yichong,Singh Aarti,Yang Yiming,Dubrawski Artur

Cited by4Bibtex

Thresholding Bandit Problem with Both Duels and Pulls

Xu Yichong, Chen Xi,Singh Aarti,Dubrawski Artur

AISTATS, pp.2591-2600, (2019)

EIBibtex

DoubleTransfer at MEDIQA 2019: Multi-Source Transfer Learning for Natural Language Understanding in the Medical Domain

Yichong Xu,Xiaodong Liu,Chunyuan Li,Hoifung Poon,Jianfeng Gao

SIGBIOMED WORKSHOP ON BIOMEDICAL NATURAL LANGUAGE PROCESSING (BIONLP 2019), (2019): 399-405

Cited by7EIBibtex

1259: USING COMPARISONS TO REDUCE COST OF DATA ANNOTATION REQUIRED TO TRAIN MODELS FOR BEDSIDE MONITORING

Jiaxian Sheng,Lujie Chen,Yichong Xu,Michael Pinsky,Marilyn Hravnak,Artur Dubrawski

Critical Care Medicine, (2019): 606

Bibtex

USING COMPARISONS TO REDUCE COST OF DATA ANNOTATION REQUIRED TO TRAIN MODELS FOR BEDSIDE MONITORING

Jiaxian Sheng,Lujie Chen,Yichong Xu,Michael Pinsky,Marilyn Hravnak,Artur Dubrawski

CRITICAL CARE MEDICINE, no. SUPnan (2019)

Bibtex

Nonparametric Regression with Comparisons: Escaping the Curse of Dimensionality with Ordinal Information

Yichong Xu, Hariank Muthakana,Sivaraman Balakrishnan,Aarti Singh,Artur Dubrawski

ICML, (2018): 5469-5478

Cited by4EIBibtex

Interactive Linear Regression with Pairwise Comparisons

Yichong Xu,Sivaraman Balakrishnan,Aarti Singh,Artur Dubrawski

ACSSC, pp.636-640, (2018)

Cited by1EIBibtex

Dynamic Fusion Networks for Machine Reading Comprehension

Yichong Xu,Jingjing Liu,Jianfeng Gao, Yelong Shen,Xiaodong Liu

arXiv: Computation and Language, (2017)

Cited by5Bibtex

Noise-Tolerant Interactive Learning Using Pairwise Comparisons

Yichong Xu,Hongyang Zhang,Aarti Singh,Artur Dubrawski, Kyle Miller

NIPS, pp.2428-2437, (2017)

Cited by16EIBibtex

Noise-Tolerant Interactive Learning Using Pairwise Comparisons

Yichong Xu,Hongyang Zhang, Kyle Miller,Aarti Singh,Artur Dubrawski

ADVANCES IN NEURAL INFORMATION PROCESSING SYSTEMS 30 (NIPS 2017), (2017)

Bibtex

Novel quantization strategies for linear prediction with guarantees

S Du,Yichong Xu, H Zhang, C Li, P Grover,Aarti Singh

Proceedings of ICML 2016 Workshop on On-Device Intelligence, (2016)

Cited by3Bibtex

The application of two-level attention models in deep convolutional neural network for fine-grained image classification

Tianjun Xiao,Yichong Xu,Kuiyuan Yang,Jiaxing Zhang,Yuxin Peng,Zheng Zhang

computer vision and pattern recognition, (2015): 842-850

Cited by475EIBibtex

Learning and Decision Making from Diverse Forms of Information

Yichong Xu

(2015)

Bibtex

Computational issues in time-inconsistent planning

Pingzhong Tang, Yifeng Teng,Zihe Wang, Shenke Xiao,Yichong Xu

national conference on artificial intelligence, (2014)

Cited by13EIBibtex

Scale-Invariant Convolutional Neural Networks

Yichong Xu,Tianjun Xiao,Jiaxing Zhang,Kuiyuan Yang,Zheng Zhang

CoRR, (2014)

Cited by27EIBibtex

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Papers20 papers

Yichong Xu