Ziqiao Meng

According to our database, Ziqiao Meng authored at least 14 papers between 2020 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

Recent Advances in Speech Language Models: A Survey.

Wenqian Cui, Dianzhi Yu, Xiaoqi Jiao, Ziqiao Meng, Guangyan Zhang, Qichao Wang, Yiwen Guo, Irwin King

CoRR, 2024

Step-On-Feet Tuning: Scaling Self-Alignment of LLMs via Bootstrapping.

Haoyu Wang, Guozheng Ma, Ziqiao Meng, Zeyu Qin, Li Shen, Zhong Zhang, Bingzhe Wu, Liu Liu, Yatao Bian, Tingyang Xu, Xueqian Wang, Peilin Zhao

CoRR, 2024

Geometric View of Soft Decorrelation in Self-Supervised Learning.

Yifei Zhang, Hao Zhu, Zixing Song, Yankai Chen, Xinyu Fu, Ziqiao Meng, Piotr Koniusz, Irwin King

Proceedings of the 30th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, 2024

Towards Geometric Normalization Techniques in SE(3) Equivariant Graph Neural Networks for Physical Dynamics Simulations.

Ziqiao Meng, Liang Zeng, Zixing Song, Tingyang Xu, Peilin Zhao, Irwin King

Proceedings of the Thirty-Third International Joint Conference on Artificial Intelligence, 2024

A Diffusion-Based Pre-training Framework for Crystal Property Prediction.

Zixing Song, Ziqiao Meng, Irwin King

Proceedings of the Thirty-Eighth AAAI Conference on Artificial Intelligence, 2024

2023

Meta-Learning with Motif-based Task Augmentation for Few-Shot Molecular Property Prediction.

Ziqiao Meng, Yaoman Li, Peilin Zhao, Yang Yu, Irwin King

Proceedings of the 2023 SIAM International Conference on Data Mining, 2023

A Unified View of Deep Learning for Reaction and Retrosynthesis Prediction: Current Status and Future Challenges.

Ziqiao Meng, Peilin Zhao, Yang Yu, Irwin King

Proceedings of the Thirty-Second International Joint Conference on Artificial Intelligence, 2023

Doubly Stochastic Graph-based Non-autoregressive Reaction Prediction.

Ziqiao Meng, Peilin Zhao, Yang Yu, Irwin King

Proceedings of the Thirty-Second International Joint Conference on Artificial Intelligence, 2023

2022

Graph-adaptive Rectified Linear Unit for Graph Neural Networks.

Yifei Zhang, Hao Zhu, Ziqiao Meng, Piotr Koniusz, Irwin King

Proceedings of the WWW '22: The ACM Web Conference 2022, Virtual Event, Lyon, France, April 25, 2022

Modeling Scale-free Graphs with Hyperbolic Geometry for Knowledge-aware Recommendation.

Yankai Chen, Menglin Yang, Yingxue Zhang, Mengchen Zhao, Ziqiao Meng, Jianye Hao, Irwin King

Proceedings of the WSDM '22: The Fifteenth ACM International Conference on Web Search and Data Mining, Virtual Event / Tempe, AZ, USA, February 21, 2022

2021

Modeling Scale-free Graphs for Knowledge-aware Recommendation.

Yankai Chen, Menglin Yang, Yingxue Zhang, Mengchen Zhao, Ziqiao Meng, Jian Hao, Irwin King

CoRR, 2021

Semi-supervised Multi-label Learning for Graph-structured Data.

Zixing Song, Ziqiao Meng, Yifei Zhang, Irwin King

Proceedings of the CIKM '21: The 30th ACM International Conference on Information and Knowledge Management, Virtual Event, Queensland, Australia, November 1, 2021

2020

MAGNN: Metapath Aggregated Graph Neural Network for Heterogeneous Graph Embedding.

Xinyu Fu, Jiani Zhang, Ziqiao Meng, Irwin King

Proceedings of the WWW '20: The Web Conference 2020, Taipei, Taiwan, April 20-24, 2020, 2020

FeatureNorm: L2 Feature Normalization for Dynamic Graph Embedding.

Menglin Yang, Ziqiao Meng, Irwin King

Proceedings of the 20th IEEE International Conference on Data Mining, 2020