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Xia Hu
Full Professor, Shanghai Artificial Intelligence Laboratory
Joined
July 2019
Names
Xia Hu
(Preferred)
,
Xia HU
Emails
****@cse.tamu.edu
(Confirmed)
,
****@tamu.edu
(Confirmed)
,
****@rice.edu
(Confirmed)
,
****@pjlab.org.cn
(Confirmed)
Personal Links
Homepage
Google Scholar
DBLP
ORCID
Semantic Scholar
ACL Anthology
Career & Education History
Full Professor
Shanghai Artificial Intelligence Laboratory
(pjlab.org.cn)
2025
–
Present
Associate Professor
Computer Science ,
Rice University
(rice.edu)
2021
–
2025
Advisors, Relations & Conflicts
PhD Advisor
huan liu
2010
–
2015
Expertise
Interpretable Machine Learning
2010
–
2023
Network Analytics
2010
–
2023
Publications
Spurious Correlations in Machine Learning: A Survey
Wenqian Ye
,
Guangtao Zheng
,
Xu Cao
,
Yunsheng Ma
,
Xia Hu
,
Aidong Zhang
Published: 01 Jan 2024, Last Modified: 23 Mar 2024
CoRR 2024
Readers:
Everyone
TODS: An Automated Time Series Outlier Detection System
Kwei-Herng Lai
,
Daochen Zha
,
Guanchu Wang
,
Junjie Xu
,
Yue Zhao
,
Devesh Kumar
,
Yile Chen
,
Purav Zumkhawaka
,
Mingyang Wan
,
Diego Martinez
,
Xia Hu
14 May 2023
OpenReview Archive Direct Upload
Readers:
Everyone
Revisiting time series outlier detection: Definitions and benchmarks
Kwei-Herng Lai
,
Daochen Zha
,
Junjie Xu
,
Yue Zhao
,
Guanchu Wang
,
Xia Hu
14 May 2023
OpenReview Archive Direct Upload
Readers:
Everyone
Topology Matters in Fair Graph Learning: a Theoretical Pilot Study
Zhimeng Jiang
,
Xiaotian Han
,
Chao Fan
,
Zirui Liu
,
Xiao Huang
,
Na Zou
,
Ali Mostafavi
,
Xia Hu
Published: 01 Feb 2023, Last Modified: 13 Feb 2023
Submitted to ICLR 2023
Readers:
Everyone
Fair Graph Message Passing with Transparency
Zhimeng Jiang
,
Xiaotian Han
,
Chao Fan
,
Zirui Liu
,
Na Zou
,
Ali Mostafavi
,
Xia Hu
Published: 01 Feb 2023, Last Modified: 13 Feb 2023
Submitted to ICLR 2023
Readers:
Everyone
Double Wins: Boosting Accuracy and Efficiency of Graph Neural Networks by Reliable Knowledge Distillation
Qiaoyu Tan
,
Daochen Zha
,
Soo-Hyun Choi
,
Li Li
,
Rui Chen
,
Xia Hu
Published: 01 Feb 2023, Last Modified: 13 Feb 2023
Submitted to ICLR 2023
Readers:
Everyone
Graph Contrastive Learning with Model Perturbation
Qiaoyu Tan
,
Sirui Ding
,
Ninghao Liu
,
Soo-Hyun Choi
,
Li Li
,
Rui Chen
,
Xia Hu
Published: 01 Feb 2023, Last Modified: 13 Feb 2023
Submitted to ICLR 2023
Readers:
Everyone
Do We Really Achieve Fairness with Explicit Sensitive Attributes?
Xiaotian Han
,
Zhimeng Jiang
,
Ninghao Liu
,
Na Zou
,
Qifan Wang
,
Xia Hu
22 Sept 2022 (modified: 27 Jun 2023)
ICLR 2023 Conference Withdrawn Submission
Readers:
Everyone
MLPInit: Embarrassingly Simple GNN Training Acceleration with MLP Initialization
Xiaotian Han
,
Tong Zhao
,
Yozen Liu
,
Xia Hu
,
Neil Shah
Published: 01 Feb 2023, Last Modified: 14 Jan 2026
ICLR 2023 poster
Readers:
Everyone
CoRTX: Contrastive Framework for Real-time Explanation
Yu-Neng Chuang
,
Guanchu Wang
,
Fan Yang
,
Quan Zhou
,
Pushkar Tripathi
,
Xuanting Cai
,
Xia Hu
Published: 01 Feb 2023, Last Modified: 14 Jan 2026
ICLR 2023 poster
Readers:
Everyone
View all 66 publications
Co-Authors
Ahmed Hassan Awadallah
Aidong Zhang
Ali Mostafavi
An Zhang
Arun Kejariwal
Bhargav Bhushanam
Bo Yang
Can Wang
Chao Fan
Chao Zhang
Cheng Cao
Curtis Wigington
Daochen Zha
Dawei Yin
Devesh Kumar
Diego Martinez
Donghwa Shin
Duc N.M Hoang
Fan Yang
Feng Wang
Fred Morstatter
Fuli Feng
Guanchu Wang
Guangtao Zheng
Hancheng Ge
View all 124 co-authors