Quanming Yao

2026

doi dblp
DA-RAG: Dynamic Attributed Community Search for Retrieval-Augmented Generation.
Xingyuan Zeng|Zuohan Wu|Yue Wang|Chen Zhang|Quanming Yao|Libin Zheng|Jian Yin
Proceedings of the ACM Web Conference 2026, WWW 2026, Dubai, United Arab Emirates, originally scheduled for April 13-17, 2026, rescheduled for June 29 - July 3, 2026.

2025

doi dblp
Modeling N-ary Relational Knowledge Bases with Tensor Decomposition.
Yu Liu|Quanming Yao|Yong Li
ACM Transactions on Intelligent Systems and Technology (TIST) 2025 Volume 16 Issue 3

2024

doi dblp
Neural Architecture Search for GNN-Based Graph Classification.
Lanning Wei|Huan Zhao|Zhiqiang He|Quanming Yao
ACM Transactions on Information Systems (TOIS) 2024 Volume 42 Issue 1

2023

doi dblp
Positive-Unlabeled Node Classification with Structure-aware Graph Learning.
Hansi Yang|Yongqi Zhang|Quanming Yao|James T. Kwok
Proceedings of the 32nd ACM International Conference on Information and Knowledge Management, CIKM 2023, Birmingham, United Kingdom, October 21-25, 2023
doi dblp
Learning to Simulate Crowd Trajectories with Graph Networks.
Hongzhi Shi|Quanming Yao|Yong Li
Proceedings of the ACM Web Conference 2023, WWW 2023, Austin, TX, USA, 30 April 2023 - 4 May 2023
doi dblp
Search to Capture Long-range Dependency with Stacking GNNs for Graph Classification.
Lanning Wei|Zhiqiang He|Huan Zhao|Quanming Yao
Proceedings of the ACM Web Conference 2023, WWW 2023, Austin, TX, USA, 30 April 2023 - 4 May 2023
doi dblp
ColdNAS: Search to Modulate for User Cold-Start Recommendation.
Shiguang Wu|Yaqing Wang|Qinghe Jing|Daxiang Dong|Dejing Dou|Quanming Yao
Proceedings of the ACM Web Conference 2023, WWW 2023, Austin, TX, USA, 30 April 2023 - 4 May 2023

2022

doi dblp
Knowledge Graph Reasoning with Relational Digraph.
Yongqi Zhang|Quanming Yao
WWW '22: The ACM Web Conference 2022, Virtual Event, Lyon, France, April 25 - 29, 2022

2021

doi dblp
Pooling Architecture Search for Graph Classification.
Lanning Wei|Huan Zhao|Quanming Yao|Zhiqiang He
CIKM '21: The 30th ACM International Conference on Information and Knowledge Management, Virtual Event, Queensland, Australia, November 1 - 5, 2021
doi dblp
Searching to Sparsify Tensor Decomposition for N-ary Relational Data.
Shimin Di|Quanming Yao|Lei Chen
WWW '21: The Web Conference 2021, Virtual Event / Ljubljana, Slovenia, April 19-23, 2021.
doi dblp
Role-Aware Modeling for N-ary Relational Knowledge Bases.
Yu Liu|Quanming Yao|Yong Li
WWW '21: The Web Conference 2021, Virtual Event / Ljubljana, Slovenia, April 19-23, 2021.
doi dblp
A Scalable, Adaptive and Sound Nonconvex Regularizer for Low-rank Matrix Learning.
Yaqing Wang|Quanming Yao|James T. Kwok
WWW '21: The Web Conference 2021, Virtual Event / Ljubljana, Slovenia, April 19-23, 2021.

2020

dblp
Simplifying Architecture Search for Graph Neural Network.
Huan Zhao|Lanning Wei|Quanming Yao
Proceedings of the CIKM 2020 Workshops co-located with 29th ACM International Conference on Information and Knowledge Management (CIKM 2020), Galway, Ireland, October 19-23, 2020.
doi dblp
Generalizing Tensor Decomposition for N-ary Relational Knowledge Bases.
Yu Liu|Quanming Yao|Yong Li
WWW '20: The Web Conference 2020, Taipei, Taiwan, April 20-24, 2020
doi dblp
Efficient Neural Interaction Function Search for Collaborative Filtering.
Quanming Yao|Xiangning Chen|James T. Kwok|Yong Li|Cho-Jui Hsieh
WWW '20: The Web Conference 2020, Taipei, Taiwan, April 20-24, 2020