| 2026 | ACL | How Can Synthetic Data Improve Multilingual Language Model Pretraining? A Data Quality Perspective. | Tongyao Zhu, Qian Liu, Chang Ma, Jinghan Zhang, Longxu Dou, Junxian He, Shiqi Chen |
| 2026 | ACL | When Does Mixing Help? Analyzing Query Embedding Interpolation in Multilingual Dense Retrieval. | Tongyao Zhu, Huang Chao Ming, Min-Yen Kan |
| 2025 | ICML | Bring Reason to Vision: Understanding Perception and Reasoning through Model Merging. | Shiqi Chen, Jinghan Zhang, Tongyao Zhu, Wei Liu, Siyang Gao, Miao Xiong, Manling Li, Junxian He |
| 2025 | ICML | Why Is Spatial Reasoning Hard for VLMs? An Attention Mechanism Perspective on Focus Areas. | Shiqi Chen, Tongyao Zhu, Ruochen Zhou, Jinghan Zhang, Siyang Gao, Juan Carlos Niebles, Mor Geva, Junxian He, Jiajun Wu, Manling Li |
| 2024 | ACL | Beyond Memorization: The Challenge of Random Memory Access in Language Models. | Tongyao Zhu, Qian Liu, Liang Pang, Zhengbao Jiang, Min-Yen Kan, Min Lin |
| 2021 | WWW | Multi-domain Dialogue State Tracking with Recursive Inference. | Lizi Liao, Tongyao Zhu, Le Hong Long, Tat-Seng Chua |