| 2025 | ACL | VoxEval: Benchmarking the Knowledge Understanding Capabilities of End-to-End Spoken Language Models. | Wenqian Cui, Xiaoqi Jiao, Ziqiao Meng, Irwin King |
| 2025 | ACL | Recent Advances in Speech Language Models: A Survey. | Wenqian Cui, Dianzhi Yu, Xiaoqi Jiao, Ziqiao Meng, Guangyan Zhang, Qichao Wang, Steven Y. Guo, Irwin King |
| 2025 | ICML | Domain-Adapted Diffusion Model for PROTAC Linker Design Through the Lens of Density Ratio in Chemical Space. | Zixing Song, Ziqiao Meng, Jos Miguel Hernndez-Lobato |
| 2025 | ICML | NTPP: Generative Speech Language Modeling for Dual-Channel Spoken Dialogue via Next-Token-Pair Prediction. | Qichao Wang, Ziqiao Meng, Wenqian Cui, Yifei Zhang, Pengcheng Wu, Bingzhe Wu, Irwin King, Liang Chen, Peilin Zhao |
| 2024 | AAAI | A Diffusion-Based Pre-training Framework for Crystal Property Prediction. | Zixing Song, Ziqiao Meng, Irwin King |
| 2024 | IJCAI | 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 |
| 2024 | KDD | 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 |
| 2023 | IJCAI | Doubly Stochastic Graph-based Non-autoregressive Reaction Prediction. | Ziqiao Meng, Peilin Zhao, Yang Yu, Irwin King |
| 2023 | IJCAI | A Unified View of Deep Learning for Reaction and Retrosynthesis Prediction: Current Status and Future Challenges. | Ziqiao Meng, Peilin Zhao, Yang Yu, Irwin King |
| 2023 | SDM | Meta-Learning with Motif-based Task Augmentation for Few-Shot Molecular Property Prediction. | Ziqiao Meng, Yaoman Li, Peilin Zhao, Yang Yu, Irwin King |
| 2022 | WWW | Graph-adaptive Rectified Linear Unit for Graph Neural Networks. | Yifei Zhang, Hao Zhu, Ziqiao Meng, Piotr Koniusz, Irwin King |
| 2022 | WSDM | 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 |
| 2021 | CIKM | Semi-supervised Multi-label Learning for Graph-structured Data. | Zixing Song, Ziqiao Meng, Yifei Zhang, Irwin King |
| 2020 | ICDM | FeatureNorm: L2 Feature Normalization for Dynamic Graph Embedding. | Menglin Yang, Ziqiao Meng, Irwin King |
| 2020 | WWW | MAGNN: Metapath Aggregated Graph Neural Network for Heterogeneous Graph Embedding. | Xinyu Fu, Jiani Zhang, Ziqiao Meng, Irwin King |