| 2026 | AIED | Benchmarking Scientific Formula Vocalization in Large Speech Language Models Toward Accessible Learning. | Xueyi Li, Tianqiao Liu, Jiaqi Zheng, Zitao Liu, Yongdong Wu, Weiqi Luo |
| 2025 | AAAI | What Are Step-Level Reward Models Rewarding? Counterintuitive Findings from MCTS-Boosted Mathematical Reasoning. | Yiran Ma, Zui Chen, Tianqiao Liu, Mi Tian, Zhuo Liu, Zitao Liu, Weiqi Luo |
| 2025 | EMNLP | StatsChartMWP: A Dataset for Evaluating Multimodal Mathematical Reasoning Abilities on Math Word Problems with Statistical Charts. | Dan Zhu, Tianqiao Liu, Zitao Liu |
| 2025 | ICLR | Advancing Mathematical Reasoning in Language Models: The Impact of Problem-Solving Data, Data Synthesis Methods, and Training Stages. | Zui Chen, Tianqiao Liu, Tongqing, Mi Tian, Weiqi Luo, Zitao Liu |
| 2025 | ICML | Unbiased Recommender Learning from Implicit Feedback via Weakly Supervised Learning. | Hao Wang, Zhichao Chen, Haotian Wang, Yanchao Tan, Pan Li, Tianqiao Liu, Xu Chen, Haoxuan Li, Zhouchen Lin |
| 2022 | AAAI | Self-Supervised Audio-and-Text Pre-training with Extremely Low-Resource Parallel Data. | Yu Kang, Tianqiao Liu, Hang Li, Yang Hao, Wenbiao Ding |
| 2022 | SIGIR | ESCM2: Entire Space Counterfactual Multi-Task Model for Post-Click Conversion Rate Estimation. | Hao Wang, Tai-Wei Chang, Tianqiao Liu, Jianmin Huang, Zhichao Chen, Chao Yu, Ruopeng Li, Wei Chu |
| 2021 | AIED | Solving ESL Sentence Completion Questions via Pre-trained Neural Language Models. | Qiongqiong Liu, Tianqiao Liu, Jiafu Zhao, Qiang Fang, Wenbiao Ding, Zhongqin Wu, Feng Xia, Jiliang Tang, Zitao Liu |
| 2021 | EMNLP | CTAL: Pre-training Cross-modal Transformer for Audio-and-Language Representations. | Hang Li, Wenbiao Ding, Yu Kang, Tianqiao Liu, Zhongqin Wu, Zitao Liu |
| 2021 | EMNLP | Mathematical Word Problem Generation from Commonsense Knowledge Graph and Equations. | Tianqiao Liu, Qiang Fang, Wenbiao Ding, Hang Li, Zhongqin Wu, Zitao Liu |
| 2020 | WWW | Dolphin: A Spoken Language Proficiency Assessment System for Elementary Education. | Zitao Liu, Guowei Xu, Tianqiao Liu, Weiping Fu, Yubi Qi, Wenbiao Ding, Yujia Song, Chaoyou Guo, Cong Kong, Songfan Yang, Gale Yan Huang |
| 2019 | AIED | Automatic Short Answer Grading via Multiway Attention Networks. | Tianqiao Liu, Wenbiao Ding, Zhiwei Wang, Jiliang Tang, Gale Yan Huang, Zitao Liu |
| 2019 | WWW | Recommender Systems with Heterogeneous Side Information. | Tianqiao Liu, Zhiwei Wang, Jiliang Tang, Songfan Yang, Gale Yan Huang, Zitao Liu |