Xiao Huang

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Xia "Ben" HuAssociate Professor of Computer Science, Rice UniversityVerified email at rice.edu
Jundong LiAssistant Professor, University of VirginiaVerified email at virginia.edu
Junnan DongThe Hong Kong Polytechnic UniversityVerified email at connect.polyu.hk
Hao CHEN 陈昊City University of Macau, Previous PolyU HK, Previous TencentVerified email at cityu.edu.mo
Qiaoyu (Smach) TanAssistant Professor of Computer Science, New York University (Shanghai)Verified email at nyu.edu
Daochen ZhaAirbnb, Rice University, Texas A&M UniversityVerified email at rice.edu
Kaixiong ZhouMIT, NCSUVerified email at ncsu.edu
Feiran HuangProfessor, Jinan UniversityVerified email at buaa.edu.cn
Ninghao LiuAssistant Professor, University of GeorgiaVerified email at uga.edu
Huachi ZhouThe Hong Kong Polytechnic UniversityVerified email at connect.polyu.hk
Rui ChenChief Scientist, Samsung Ads / Senior Director of Engineering (AI), Samsung Research AmericaVerified email at samsung.com
Na ZouAssistant Professor, University of HoustonVerified email at uh.edu
Jiannong CaoIEEE Fellow; Chair Professor, Hong Kong Polytechnic UniversityVerified email at comp.polyu.edu.hk
Shuang ZhouUniversity of Minnesota, Hong Kong Polytechnic UniversityVerified email at connect.polyu.hk
Shengyuan ChenThe Hong Kong Polytechnic UniversityVerified email at connect.polyu.hk
Pai Zheng (郑湃)Associate Professor@The Hong Kong Polytechnic UniversityVerified email at polyu.edu.hk
Liqiao XiaThe Hong Kong Polytechnic UniversityVerified email at connect.polyu.hk
Hongxia YangProfessor, HK Polytechnic UniversityVerified email at polyu.edu.hk
James CaverleeProfessor, Computer Science and Engineering, Texas A&M UniversityVerified email at cse.tamu.edu
Qinggang ZhangThe Hong Kong Polytechnic UniversityVerified email at connect.polyu.hk

Xiao Huang

Assistant Professor at The Hong Kong Polytechnic University

Verified email at comp.polyu.edu.hk - Homepage

LLMs Retrieval-augmented generation Graph neural networks Knowledge graphs Text-to-SQL


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Knowledge Graph Embedding Based Question Answering X Huang, J Zhang, D Li, P Li ACM International Conference on Web Search and Data Mining, 105-113, 2019	712	2019
Label Informed Attributed Network Embedding X Huang, J Li, X Hu ACM International Conference on Web Search and Data Mining, 731-739, 2017	564	2017
Accelerated Attributed Network Embedding X Huang, J Li, X Hu SIAM International Conference on Data Mining, 633-641, 2017	367	2017
Towards Deeper Graph Neural Networks with Differentiable Group Normalization K Zhou, X Huang, Y Li, D Zha, R Chen, X Hu Conference on Neural Information Processing Systems, 2020	240	2020
Auto-GNN: Neural architecture search of graph neural networks K Zhou, X Huang, Q Song, R Chen, X Hu Frontiers in Big Data 5, 2022	200	2022
S2GAE: Self-Supervised Graph Autoencoders Are Generalizable Learners with Graph Masking Q Tan, N Liu, X Huang, SH Choi, L Li, R Chen, X Hu ACM International Conference on Web Search and Data Mining, 2023	140*	2023
SpecAE: Spectral AutoEncoder for Anomaly Detection in Attributed Networks Y Li, X Huang, J Li, M Du, N Zou ACM International Conference on Information and Knowledge Management, 2019	137	2019
Dirichlet energy constrained learning for deep graph neural networks K Zhou, X Huang, D Zha, R Chen, L Li, SH Choi, X Hu Conference on Neural Information Processing Systems, 2021	130	2021
Graph Recurrent Networks with Attributed Random Walks X Huang, Q Song, Y Li, X Hu ACM SIGKDD Conference on Knowledge Discovery and Data Mining, 2019	119	2019
Contrastive attributed network anomaly detection with data augmentation Z Xu, X Huang, Y Zhao, Y Dong, J Li Pacific-Asia conference on knowledge discovery and data mining, 444-457, 2022	88	2022
Multi-Aspect Streaming Tensor Completion Q Song, X Huang, H Ge, J Caverlee, X Hu ACM SIGKDD Conferences on Knowledge Discovery and Data Mining, 435-443, 2017	84	2017
Aligning Distillation For Cold-Start Item Recommendation F Huang, Z Wang, X Huang, Y Qian, Z Li, H Chen International ACM SIGIR Conference on Research and Development in …, 2023	81	2023
Dynamic Memory based Attention Network for Sequential Recommendation Q Tan, J Zhang, N Liu, X Huang, H Yang, J Zhou, X Hu AAAI Conference on Artificial Intelligence, 2021	76	2021
Accelerated Local Anomaly Detection via Resolving Attributed Networks N Liu, X Huang, X Hu International Joint Conference on Artificial Intelligence, 2337-2343, 2017	72	2017
On Interpretation of Network Embedding via Taxonomy Induction N Liu, X Huang, J Li, X Hu ACM SIGKDD Conference on Knowledge Discovery and Data Mining, 2018	67	2018
Temporal Augmented Graph Neural Networks for Session-Based Recommendations H Zhou, Q Tan, X Huang, K Zhou, X Wang International ACM SIGIR Conference on Research and Development in …, 2021	66	2021
Generative Adversarial Framework for Cold-Start Item Recommendation H Chen, Z Wang, F Huang, X Huang, Y Xu, Y Lin, P He, Z Li International ACM SIGIR Conference on Research and Development in …, 2022	63	2022
Unsupervised graph alignment with wasserstein distance discriminator J Gao, X Huang, J Li ACM SIGKDD Conference on Knowledge Discovery and Data Mining, 426-435, 2021	62	2021
Reform: Error-aware few-shot knowledge graph completion S Wang, X Huang, C Chen, L Wu, J Li ACM International Conference on Information and Knowledge Management, 1979-1988, 2021	58	2021
Multi-Channel Graph Neural Networks K Zhou, Q Song, X Huang, D Zha, N Zou, X Hu International Joint Conference on Artificial Intelligence, 2020	56*	2020

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