Liu, Zitao

25 publications

ICLR 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

MLJ 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

AAAI 2025 Cognitive Fluctuations Enhanced Attention Network for Knowledge Tracing Mingliang Hou, Xueyi Li, Teng Guo, Zitao Liu, Mi Tian, Renqiang Luo, Weiqi Luo

NeurIPS 2025 Data Efficient Adaptation in Large Language Models via Continuous Low-Rank Fine-Tuning Xiao Han, Zimo Zhao, Wanyu Wang, Maolin Wang, Zitao Liu, Yi Chang, Xiangyu Zhao

IJCAI 2025 Denoised Attention and Question-Augmented Representations for Knowledge Tracing Jiwei Deng, Youheng Bai, Mingliang Hou, Teng Guo, Zitao Liu, Weiqi Luo

ICCV 2025 GUIOdyssey: A Comprehensive Dataset for Cross-App GUI Navigation on Mobile Devices Quanfeng Lu, Wenqi Shao, Zitao Liu, Lingxiao Du, Fanqing Meng, Boxuan Li, Botong Chen, Siyuan Huang, Kaipeng Zhang, Ping Luo

AAAI 2025 Rethinking and Improving Student Learning and Forgetting Processes for Attention Based Knowledge Tracing Models Youheng Bai, Xueyi Li, Zitao Liu, Yaying Huang, Mi Tian, Weiqi Luo

AAAI 2025 SIGMA: Selective Gated Mamba for Sequential Recommendation Ziwei Liu, Qidong Liu, Yejing Wang, Wanyu Wang, Pengyue Jia, Maolin Wang, Zitao Liu, Yi Chang, Xiangyu Zhao

AAAI 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

IJCAI 2024 Enhancing Length Generalization for Attention Based Knowledge Tracing Models with Linear Biases Xueyi Li, Youheng Bai, Teng Guo, Zitao Liu, Yaying Huang, Xiangyu Zhao, Feng Xia, Weiqi Luo, Jian Weng

AAAI 2023 Improving Interpretability of Deep Sequential Knowledge Tracing Models with Question-Centric Cognitive Representations Jiahao Chen, Zitao Liu, Shuyan Huang, Qiongqiong Liu, Weiqi Luo

ICML 2023 Probabilistic Categorical Adversarial Attack and Adversarial Training Han Xu, Pengfei He, Jie Ren, Yuxuan Wan, Zitao Liu, Hui Liu, Jiliang Tang

NeurIPS 2023 XES3G5M: A Knowledge Tracing Benchmark Dataset with Auxiliary Information Zitao Liu, Qiongqiong Liu, Teng Guo, Jiahao Chen, Shuyan Huang, Xiangyu Zhao, Jiliang Tang, Weiqi Luo, Jian Weng

ICLR 2023 simpleKT: A Simple but Tough-to-Beat Baseline for Knowledge Tracing Zitao Liu, Qiongqiong Liu, Jiahao Chen, Shuyan Huang, Weiqi Luo

NeurIPS 2022 pyKT: A Python Library to Benchmark Deep Learning Based Knowledge Tracing Models Zitao Liu, Qiongqiong Liu, Jiahao Chen, Shuyan Huang, Jiliang Tang, Weiqi Luo

CVPR 2021 COMPLETER: Incomplete Multi-View Clustering via Contrastive Prediction Yijie Lin, Yuanbiao Gou, Zitao Liu, Boyun Li, Jiancheng Lv, Xi Peng

NeurIPS 2021 Graph Neural Networks with Adaptive Residual Xiaorui Liu, Jiayuan Ding, Wei Jin, Han Xu, Yao Ma, Zitao Liu, Jiliang Tang

CVPR 2021 Partially View-Aligned Representation Learning with Noise-Robust Contrastive Loss Mouxing Yang, Yunfan Li, Zhenyu Huang, Zitao Liu, Peng Hu, Xi Peng

ECML-PKDD 2021 Robust Learning for Text Classification with Multi-Source Noise Simulation and Hard Example Mining Guowei Xu, Wenbiao Ding, Weiping Fu, Zhongqin Wu, Zitao Liu

NeurIPS 2020 CLEARER: Multi-Scale Neural Architecture Search for Image Restoration Yuanbiao Gou, Boyun Li, Zitao Liu, Songfan Yang, Xi Peng

AAAI 2020 Graduate Employment Prediction with Bias Teng Guo, Feng Xia, Shihao Zhen, Xiaomei Bai, Dongyu Zhang, Zitao Liu, Jiliang Tang

AAAI 2020 Learning Multi-Level Dependencies for Robust Word Recognition Zhiwei Wang, Hui Liu, Jiliang Tang, Songfan Yang, Gale Yan Huang, Zitao Liu

ICLR 2020 R-Transformer: Recurrent Neural Network Enhanced Transformer Zhiwei Wang, Yao Ma, Zitao Liu, Jiliang Tang

AAAI 2016 Learning Adaptive Forecasting Models from Irregularly Sampled Multivariate Clinical Data Zitao Liu, Milos Hauskrecht

AAAI 2015 A Regularized Linear Dynamical System Framework for Multivariate Time Series Analysis Zitao Liu, Milos Hauskrecht