Zitao Liu

Publication Activity (10 Years)

Years Active: 2021-2024
Publications (10 Years): 48

Top Topics

Speech Emotion Recognition

Top Venues

Multim. Tools Appl.

Publications

Ying Zheng, Xueyi Li, Yaying Huang, Qianru Liang, Teng Guo, Mingliang Hou, Boyu Gao, Mi Tian, Zitao Liu, Weiqi Luo
Automatic Lesson Plan Generation via Large Language Models with Self-critique Prompting. AIED Companion (1) (2024)
Shuyan Huang, Zitao Liu, Xiangyu Zhao, Weiqi Luo, Jian Weng
Towards Robust Knowledge Tracing Models via k-Sparse Attention. CoRR (2024)
Qingsong Wen, Jing Liang, Carles Sierra, Rose Luckin, Richard Jiarui Tong, Zitao Liu, Peng Cui, Jiliang Tang
AI for Education (AI4EDU): Advancing Personalized Education with LLM and Adaptive Learning. KDD (2024)
Xiaohui Tan, Zhenxuan He, Can Liu, Mingming Fan, Tianren Luo, Zitao Liu, Mi Tian, Teng Han, Feng Tian
WieldingCanvas: Interactive Sketch Canvases for Freehand Drawing in VR. CHI (2024)
Hengyuan Zhang, Zitao Liu, Shuyan Huang, Chenming Shang, Bojun Zhan, Yong Jiang
Improving Low-Resource Knowledge Tracing Tasks by Supervised Pre-training and Importance Mechanism Fine-tuning. CoRR (2024)
Boyu Gao, Tong Shao, Huawei Tu, Qizi Ma, Zitao Liu, Teng Han
Exploring Bimanual Haptic Feedback for Spatial Search in Virtual Reality. IEEE Trans. Vis. Comput. Graph. 30 (5) (2024)
Jiaxi Hu, Jingtong Gao, Xiangyu Zhao, Yuehong Hu, Yuxuan Liang, Yiqi Wang, Ming He, Zitao Liu, Hongzhi Yin
BiVRec: Bidirectional View-based Multimodal Sequential Recommendation. CoRR (2024)
Bojun Zhan, Teng Guo, Xueyi Li, Mingliang Hou, Qianru Liang, Boyu Gao, Weiqi Luo, Zitao Liu
Knowledge Tracing as Language Processing: A Large-Scale Autoregressive Paradigm. AIED (1) (2024)
Jiahao Chen, Zitao Liu, Shuyan Huang, Qiongqiong Liu, Weiqi Luo
Improving Interpretability of Deep Sequential Knowledge Tracing Models with Question-centric Cognitive Representations. AAAI (2023)
Yang-Tian Sun, Qian-Cheng Fu, Yue-Ren Jiang, Zitao Liu, Yu-Kun Lai, Hongbo Fu, Lin Gao
Human Motion Transfer With 3D Constraints and Detail Enhancement. IEEE Trans. Pattern Anal. Mach. Intell. 45 (4) (2023)
Zijian Zhang, Xiangyu Zhao, Qidong Liu, Chunxu Zhang, Qian Ma, Wanyu Wang, Hongwei Zhao, Yiqi Wang, Zitao Liu
PromptST: Prompt-Enhanced Spatio-Temporal Multi-Attribute Prediction. CIKM (2023)
Zitao Liu, Qiongqiong Liu, Jiahao Chen, Shuyan Huang, Weiqi Luo
simpleKT: A Simple But Tough-to-Beat Baseline for Knowledge Tracing. CoRR (2023)
Zitao Liu, Jiahao Chen, Weiqi Luo
Recent Advances on Deep Learning based Knowledge Tracing. WSDM (2023)
Zitao Liu, Qiongqiong Liu, Jiahao Chen, Shuyan Huang, BoYu Gao, Weiqi Luo, Jian Weng
Enhancing Deep Knowledge Tracing with Auxiliary Tasks. CoRR (2023)
Langming Liu, Liu Cai, Chi Zhang, Xiangyu Zhao, Jingtong Gao, Wanyu Wang, Yifu Lv, Wenqi Fan, Yiqi Wang, Ming He, Zitao Liu, Qing Li
LinRec: Linear Attention Mechanism for Long-term Sequential Recommender Systems. SIGIR (2023)
Zitao Liu, Qiongqiong Liu, Jiahao Chen, Shuyan Huang, Boyu Gao, Weiqi Luo, Jian Weng
Enhancing Deep Knowledge Tracing with Auxiliary Tasks. WWW (2023)
Jinglei Yu, Zitao Liu, Mi Tian, Deliang Wang, Yu Lu
A Multimodal Language Learning System for Chinese Character Using Foundation Model. EDM (2023)
Zheng He, Bin Meng, Lining Wang, Gwanggil Jeon, Zitao Liu, Xiaomin Yang
Global and local fusion ensemble network for facial expression recognition. Multim. Tools Appl. 82 (4) (2023)
Qian Ma, Zijian Zhang, Xiangyu Zhao, Haoliang Li, Hongwei Zhao, Yiqi Wang, Zitao Liu, Wanyu Wang
Rethinking Sensors Modeling: Hierarchical Information Enhanced Traffic Forecasting. CoRR (2023)
Han Xu, Xiaorui Liu, Wentao Wang, Zitao Liu, Anil K. Jain, Jiliang Tang
How does the Memorization of Neural Networks Impact Adversarial Robust Models? KDD (2023)
Zitao Liu, Qiongqiong Liu, Jiahao Chen, Shuyan Huang, Weiqi Luo
simpleKT: A Simple But Tough-to-Beat Baseline for Knowledge Tracing. ICLR (2023)
Zijian Zhang, Xiangyu Zhao, Qidong Liu, Chunxu Zhang, Qian Ma, Wanyu Wang, Hongwei Zhao, Yiqi Wang, Zitao Liu
PromptST: Prompt-Enhanced Spatio-Temporal Multi-Attribute Prediction. CoRR (2023)
Jiahao Liang, Xiangyu Zhao, Muyang Li, Zijian Zhang, Wanyu Wang, Haochen Liu, Zitao Liu
MMMLP: Multi-modal Multilayer Perceptron for Sequential Recommendations. WWW (2023)
Han Xu, Pengfei He, Jie Ren, Yuxuan Wan, Zitao Liu, Hui Liu, Jiliang Tang
Probabilistic Categorical Adversarial Attack and Adversarial Training. ICML (2023)
Xin Gan, Yuhao Wang, Xiangyu Zhao, Wanyu Wang, Yiqi Wang, Zitao Liu
AutoDPQ: Automated Differentiable Product Quantization for Embedding Compression. SIGIR (2023)
Zijian Zhang, Ze Huang, Zhiwei Hu, Xiangyu Zhao, Wanyu Wang, Zitao Liu, Junbo Zhang, S. Joe Qin, Hongwei Zhao
MLPST: MLP is All You Need for Spatio-Temporal Prediction. CIKM (2023)
Jiahao Chen, Zitao Liu, Shuyan Huang, Qiongqiong Liu, Weiqi Luo
Improving Interpretability of Deep Sequential Knowledge Tracing Models with Question-centric Cognitive Representations. CoRR (2023)
Zijian Zhang, Ze Huang, Zhiwei Hu, Xiangyu Zhao, Wanyu Wang, Zitao Liu, Junbo Zhang, S. Joe Qin, Hongwei Zhao
MLPST: MLP is All You Need for Spatio-Temporal Prediction. CoRR (2023)
Qiongqiong Liu, Yaying Huang, Zitao Liu, Shuyan Huang, Jiahao Chen, Xiangyu Zhao, Guimin Lin, Yuyu Zhou, Weiqi Luo
SC-Ques: A Sentence Completion Question Dataset for English as a Second Language Learners. ITS (2023)
Shuyan Huang, Zitao Liu, Xiangyu Zhao, Weiqi Luo, Jian Weng
Towards Robust Knowledge Tracing Models via k-Sparse Attention. SIGIR (2023)
Jiahao Chen, Zitao Liu, Weiqi Luo
Wide & Deep Learning for Judging Student Performance in Online One-on-one Math Classes. CoRR (2022)
Shuyan Huang, Qiongqiong Liu, Jiahao Chen, Xiangen Hu, Zitao Liu, Weiqi Luo
A Design of A Simple Yet Effective Exercise Recommendation System in K-12 Online Learning. CoRR (2022)
Yang Hao, Wenbiao Ding, Zitao Liu
NeuCrowd: neural sampling network for representation learning with crowdsourced labels. Knowl. Inf. Syst. 64 (4) (2022)
Pengfei He, Han Xu, Jie Ren, Yuxuan Wan, Zitao Liu, Jiliang Tang
Probabilistic Categorical Adversarial Attack & Adversarial Training. CoRR (2022)
Wentao Wang, Joseph Thekinen, Xiaorui Liu, Zitao Liu, Jiliang Tang
Learning from Imbalanced Crowdsourced Labeled Data. SDM (2022)
Jiahao Chen, Shuyan Huang, Zitao Liu, Weiqi Luo
DialogID: A Dialogic Instruction Dataset for Improving Teaching Effectiveness in Online Environments. CIKM (2022)
Jiahao Chen, Zitao Liu, Weiqi Luo
Wide & Deep Learning for Judging Student Performance in Online One-on-One Math Classes. AIED (2) (2022)
Yang Zhou, Kai Liu, Qingyu Dou, Zitao Liu, Gwanggil Jeon, Xiaomin Yang
LNMF: lightweight network for multi-focus image fusion. Multim. Tools Appl. 81 (16) (2022)
Wentao Wang, Guowei Xu, Wenbiao Ding, Gale Yan Huang, Guoliang Li, Jiliang Tang, Zitao Liu
Representation Learning From Limited Educational Data With Crowdsourced Labels. IEEE Trans. Knowl. Data Eng. 34 (6) (2022)
Qiongqiong Liu, Shuyan Huang, Zitao Liu, Weiqi Luo
SC-Ques: A Sentence Completion Question Dataset for English as a Second Language Learners. CoRR (2022)
Zitao Liu, Qiongqiong Liu, Jiahao Chen, Shuyan Huang, Jiliang Tang, Weiqi Luo
pyKT: A Python Library to Benchmark Deep Learning based Knowledge Tracing Models. NeurIPS (2022)
Zitao Liu, Qiongqiong Liu, Jiahao Chen, Shuyan Huang, Jiliang Tang, Weiqi Luo
pyKT: A Python Library to Benchmark Deep Learning based Knowledge Tracing Models. CoRR (2022)
Shuyan Huang, Qiongqiong Liu, Jiahao Chen, Xiangen Hu, Zitao Liu, Weiqi Luo
A Design of a Simple Yet Effective Exercise Recommendation System in K-12 Online Learning. AIED (2) (2022)
Jiahao Chen, Shuyan Huang, Zitao Liu, Weiqi Luo
DialogID: A Dialogic Instruction Dataset for Improving Teaching Effectiveness in Online Environments. CoRR (2022)
Hang Li, Wenbiao Ding, Zhongqin Wu, Zitao Liu
Learning Fine-Grained Cross Modality Excitement for Speech Emotion Recognition. Interspeech (2021)
Yang Hao, Xiao Zhai, Wenbiao Ding, Zitao Liu
Temporal-aware Language Representation Learning From Crowdsourced Labels. RepL4NLP@ACL-IJCNLP (2021)
Feng Xia, Teng Guo, Xiaomei Bai, Adrian Shatte, Zitao Liu, Jiliang Tang
SUMMER: Bias-aware Prediction of Graduate Employment Based on Educational Big Data. Trans. Data Sci. 2 (4) (2021)
Xiaorui Liu, Jiayuan Ding, Wei Jin, Han Xu, Yao Ma, Zitao Liu, Jiliang Tang
Graph Neural Networks with Adaptive Residual. NeurIPS (2021)