Qingquan Song

Cited by

	All	Since 2020
Citations	2848	2636
h-index	18	18
i10-index	22	22

620

310

155

465

2018201920202021202220232024202532 162 286 495 563 593 611 71

Public access

View all

20 articles

0 articles

available

not available

Based on funding mandates

Co-authors

Xia "Ben" HuAssociate Professor of Computer Science, Rice UniversityVerified email at rice.edu
Xiao HuangAssistant Professor at The Hong Kong Polytechnic UniversityVerified email at comp.polyu.edu.hk
James CaverleeProfessor, Computer Science and Engineering, Texas A&M UniversityVerified email at cse.tamu.edu
Hancheng GeAmazonVerified email at amazon.com
Ting-Hsiang WangTexas A&M UniversityVerified email at tamu.edu
Zirui (Ray) LiuAssistant Professor of Computer Science, University of Minnesota at Twin CitiesVerified email at umn.edu
Jundong LiAssistant Professor, University of VirginiaVerified email at virginia.edu
Daochen ZhaAirbnb, Rice University, Texas A&M UniversityVerified email at rice.edu
Xiaotian (Max) HanCase Western Reserve UniversityVerified email at case.edu
Jiyan YangStanford UniversityVerified email at stanford.edu
Yuandong TianResearch Scientist, Meta AI (FAIR)Verified email at fb.com
Hanning ZhouSmartNews, Head of AIVerified email at smartnews.com
Dehua ChengUniversity of Southern CaliforniaVerified email at usc.edu
Ying ShanDistinguished Scientist at Tencent, Director of ARC Lab & AI Lab CVCVerified email at tencent.com
Fan YangAssistant Professor of Computer Science, Wake Forest UniversityVerified email at wfu.edu
Shiyu ChangUniversity of California, Santa BarbaraVerified email at cs.ucsb.edu
P S SastryDepartment Electrical Engineering, Indian Institute of ScienceVerified email at iisc.ac.in
Xing ZhaoAmazon.comVerified email at amazon.com

Qingquan Song

No verified email - Homepage

LLM Efficient ML AutoML Tensor Analysis Recommender Systems


Title Sort by citations Sort by year Sort by title	Cited by Cited by	Year
Auto-keras: An efficient neural architecture search system H Jin, Q Song, X Hu Proceedings of the 25th ACM SIGKDD international conference on knowledge …, 2019	1277*	2019
Tensor completion algorithms in big data analytics Q Song, H Ge, J Caverlee, X Hu ACM Transactions on Knowledge Discovery from Data (TKDD) 13 (1), 1-48, 2019	301	2019
Auto-gnn: Neural architecture search of graph neural networks K Zhou, X Huang, Q Song, R Chen, X Hu Frontiers in big Data 5, 1029307, 2022	201	2022
Towards explanation of dnn-based prediction with guided feature inversion M Du, N Liu, Q Song, X Hu Proceedings of the 24th ACM SIGKDD International Conference on Knowledge …, 2018	162	2018
Autokeras: An automl library for deep learning H Jin, F Chollet, Q Song, X Hu Journal of machine Learning research 24 (6), 1-6, 2023	130	2023
Graph recurrent networks with attributed random walks X Huang, Q Song, Y Li, X Hu Proceedings of the 25th ACM SIGKDD International Conference on Knowledge …, 2019	119	2019
Towards automated neural interaction discovery for click-through rate prediction Q Song, D Cheng, H Zhou, J Yang, Y Tian, X Hu Proceedings of the 26th ACM SIGKDD International Conference on Knowledge …, 2020	99	2020
Multi-aspect streaming tensor completion Q Song, X Huang, H Ge, J Caverlee, X Hu Proceedings of the 23rd ACM SIGKDD international conference on knowledge …, 2017	84	2017
Techniques for automated machine learning YW Chen, Q Song, X Hu ACM SIGKDD Explorations Newsletter 22 (2), 35-50, 2021	73	2021
Multi-channel graph neural networks K Zhou, Q Song, X Huang, D Zha, N Zou, X Hu International Joint Conferences on Artificial Intelligence, 2020	56*	2020
Exploring expert cognition for attributed network embedding X Huang, Q Song, J Li, X Hu Proceedings of the Eleventh ACM International Conference on Web Search and …, 2018	47	2018
Multi-label adversarial perturbations Q Song, H Jin, X Huang, X Hu 2018 IEEE International Conference on Data Mining (ICDM), 1242-1247, 2018	45	2018
Large-scale heterogeneous feature embedding X Huang, Q Song, F Yang, X Hu Proceedings of the AAAI conference on artificial intelligence 33 (01), 3878-3885, 2019	33	2019
Geometric Graph Representation Learning via Maximizing Rate Reduction X Han, Z Jiang, N Liu, Q Song, J Li, X Hu The Web Conference (WWW), 2022	30	2022
Automated Machine Learning in Action Q Song, H Jin, X Hu Manning Publications, 2022	27	2022
Autorec: An automated recommender system TH Wang, X Hu, H Jin, Q Song, X Han, Z Liu Proceedings of the 14th ACM Conference on Recommender Systems, 582-584, 2020	25	2020
Subarchitecture ensemble pruning in neural architecture search Y Bian, Q Song, M Du, J Yao, H Chen, X Hu IEEE Transactions on Neural Networks and Learning Systems 33 (12), 7928-7936, 2021	21	2021
Towards Interaction Detection Using Topological Analysis on Neural Networks Z Liu, Q Song, K Zhou, TH Wang, Y Shan, X Hu Advances in Neural Information Processing Systems 33, 6390-6401, 2020	19*	2020
Coupled variational recurrent collaborative filtering Q Song, S Chang, X Hu Proceedings of the 25th ACM SIGKDD International Conference on Knowledge …, 2019	15	2019
QuantEase: Optimization-based Quantization for Language Models K Behdin, A Acharya, A Gupta, Q Song, S Zhu, S Keerthi, R Mazumder arXiv e-prints, arXiv: 2309.01885, 2023	14*	2023

The system can't perform the operation now. Try again later.

Articles 1–20

Citations per year

Duplicate citations

Merged citations

Add co-authorsCo-authors

Follow

Cited by

Co-authors