Tianqiao Liu

According to our database, Tianqiao Liu authored at least 24 papers between 2019 and 2026.

Collaborative distances:

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

2026

Rethinking the Flow-Based Gradual Domain Adaption: A Semi-Dual Optimal Transport Perspective.

Zhichao Chen, Zhan Zhuang, Yunfei Teng, Hao Wang, Fangyikang Wang, Zhengnan Li, Tianqiao Liu, Haoxuan Li, Zhouchen Lin

CoRR, February, 2026

2025

Quadratic Direct Forecast for Training Multi-Step Time-Series Forecast Models.

Hao Wang, Licheng Pan, Yuan Lu, Zhichao Chen, Tianqiao Liu, Shuting He, Zhixuan Chu, Qingsong Wen, Haoxuan Li, Zhouchen Lin

CoRR, November, 2025

From Text to Talk: Audio-Language Model Needs Non-Autoregressive Joint Training.

Tianqiao Liu, Xueyi Li, Hao Wang, Haoxuan Li, Zhichao Chen, Weiqi Luo, Zitao Liu

CoRR, September, 2025

ArithmeticGPT: empowering small-size large language models with advanced arithmetic skills.

Zitao Liu, Ying Zheng, Zhibo Yin, Jiahao Chen, Tianqiao Liu, Mi Tian, Weiqi Luo

Mach. Learn., January, 2025

Advancing Math Reasoning in Language Models: The Impact of Problem-Solving Data, Data Synthesis Methods, and Training Stages.

Zui Chen, Tianqiao Liu, Mi Tian, Qing Tong, Weiqi Luo, Zitao Liu

CoRR, January, 2025

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

Proceedings of the Forty-second International Conference on Machine Learning, 2025

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

Proceedings of the Thirteenth International Conference on Learning Representations, 2025

StatsChartMWP: A Dataset for Evaluating Multimodal Mathematical Reasoning Abilities on Math Word Problems with Statistical Charts.

Dan Zhu, Tianqiao Liu, Zitao Liu

Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2025, 2025

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

Proceedings of the Thirty-Ninth AAAI Conference on Artificial Intelligence, 2025

2024

Expediting and Elevating Large Language Model Reasoning via Hidden Chain-of-Thought Decoding.

Tianqiao Liu, Zui Chen, Zitao Liu, Mi Tian, Weiqi Luo

CoRR, 2024

Hypertext Entity Extraction in Webpage.

Yifei Yang, Tianqiao Liu, Bo Shao, Hai Zhao, Linjun Shou, Ming Gong, Daxin Jiang

CoRR, 2024

2023

Optimal Transport for Treatment Effect Estimation.

Hao Wang, Jiajun Fan, Zhichao Chen, Haoxuan Li, Weiming Liu, Tianqiao Liu, Quanyu Dai, Yichao Wang, Zhenhua Dong, Ruiming Tang

Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023

2022

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

CoRR, 2022

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

Proceedings of the SIGIR '22: The 45th International ACM SIGIR Conference on Research and Development in Information Retrieval, Madrid, Spain, July 11, 2022

Self-Supervised Audio-and-Text Pre-training with Extremely Low-Resource Parallel Data.

Yu Kang, Tianqiao Liu, Hang Li, Yang Hao, Wenbiao Ding

Proceedings of the Thirty-Sixth AAAI Conference on Artificial Intelligence, 2022

2021

CTAL: Pre-training Cross-modal Transformer for Audio-and-Language Representations.

Hang Li, Yu Kang, Tianqiao Liu, Wenbiao Ding, Zitao Liu

CoRR, 2021

Mathematical Word Problem Generation from Commonsense Knowledge Graph and Equations.

Tianqiao Liu, Qiang Fang, Wenbiao Ding, Hang Li, Zhongqin Wu, Zitao Liu

Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing, 2021

CTAL: Pre-training Cross-modal Transformer for Audio-and-Language Representations.

Hang Li, Wenbiao Ding, Yu Kang, Tianqiao Liu, Zhongqin Wu, Zitao Liu

Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing, 2021

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

Proceedings of the Artificial Intelligence in Education - 22nd International Conference, 2021

2020

Mathematical Word Problem Generation from Commonsense Knowledge Graph and Equations.

Tianqiao Liu, Qian Fang, Wenbiao Ding, Zhongqin Wu, Zitao Liu

CoRR, 2020

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

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

2019

Dolphin: A Verbal Fluency Evaluation System for Elementary Education.

Zitao Liu, Guowei Xu, Tianqiao Liu, Weiping Fu, Wenbiao Ding, Yujia Song, Chaoyou Guo, Cong Kong, Gale Yan Huang

CoRR, 2019

Recommender Systems with Heterogeneous Side Information.

Tianqiao Liu, Zhiwei Wang, Jiliang Tang, Songfan Yang, Gale Yan Huang, Zitao Liu

Proceedings of the World Wide Web Conference, 2019

Automatic Short Answer Grading via Multiway Attention Networks.

Tianqiao Liu, Wenbiao Ding, Zhiwei Wang, Jiliang Tang, Gale Yan Huang, Zitao Liu

Proceedings of the Artificial Intelligence in Education - 20th International Conference, 2019