Teng Guo

According to our database, Teng Guo authored at least 31 papers between 2017 and 2025.

Collaborative distances:

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

2025

Prerequisite Relation Learning: A Survey and Outlook.

Youheng Bai, Zitao Liu, Teng Guo, Mingliang Hou, Kui Xiao

ACM Comput. Surv., November, 2025

Deep Learning Based Knowledge Tracing: A Review, a Tool and Empirical Studies.

Zitao Liu, Teng Guo, Qianru Liang, Mingliang Hou, Bojun Zhan, Jiliang Tang, Weiqi Luo, Jian Weng

IEEE Trans. Knowl. Data Eng., August, 2025

Learning multi-granularity temporal characteristics for attention based knowledge tracing.

Youheng Bai, Xueyi Li, Zitao Liu, Yaying Huang, Teng Guo, Mingliang Hou, Weiqi Luo

Neurocomputing, 2025

csKT: Addressing cold-start problem in knowledge tracing via kernel bias and cone attention.

Youheng Bai, Xueyi Li, Zitao Liu, Yaying Huang, Teng Guo, Mingliang Hou, Feng Xia, Weiqi Luo

Expert Syst. Appl., 2025

Enhancing Knowledge Tracing through Decoupling Cognitive Pattern from Error-Prone Data.

Teng Guo, Yu Qin, Yubin Xia, Mingliang Hou, Zitao Liu, Feng Xia, Weiqi Luo

Proceedings of the ACM on Web Conference 2025, 2025

Denoised Attention and Question-Augmented Representations for Knowledge Tracing.

Jiwei Deng, Youheng Bai, Mingliang Hou, Teng Guo, Zitao Liu, Weiqi Luo

Proceedings of the Thirty-Fourth International Joint Conference on Artificial Intelligence, 2025

Cognitive Fluctuations Enhanced Attention Network for Knowledge Tracing.

Mingliang Hou, Xueyi Li, Teng Guo, Zitao Liu, Mi Tian, Renqiang Luo, Weiqi Luo

Proceedings of the AAAI-25, Sponsored by the Association for the Advancement of Artificial Intelligence, February 25, 2025

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

Proceedings of the Thirty-Third International Joint Conference on Artificial Intelligence, 2024

Extending Context Window of Attention Based Knowledge Tracing Models via Length Extrapolation.

Xueyi Li, Youheng Bai, Teng Guo, Ying Zheng, Mingliang Hou, Bojun Zhan, Yaying Huang, Zitao Liu, Boyu Gao, Weiqi Luo

Proceedings of the ECAI 2024 - 27th European Conference on Artificial Intelligence, 19-24 October 2024, Santiago de Compostela, Spain, 2024

Automatic Lesson Plan Generation via Large Language Models with Self-critique Prompting.

Ying Zheng, Xueyi Li, Yaying Huang, Qianru Liang, Teng Guo, Mingliang Hou, Boyu Gao, Mi Tian, Zitao Liu, Weiqi Luo

Proceedings of the Artificial Intelligence in Education. Posters and Late Breaking Results, Workshops and Tutorials, Industry and Innovation Tracks, Practitioners, Doctoral Consortium and Blue Sky, 2024

Knowledge Tracing as Language Processing: A Large-Scale Autoregressive Paradigm.

Bojun Zhan, Teng Guo, Xueyi Li, Mingliang Hou, Qianru Liang, Boyu Gao, Weiqi Luo, Zitao Liu

Proceedings of the Artificial Intelligence in Education - 25th International Conference, 2024

2023

Lost at starting line: Predicting maladaptation of university freshmen based on educational big data.

Teng Guo, Xiaomei Bai, Shihao Zhen, Shagufta Abid, Feng Xia

J. Assoc. Inf. Sci. Technol., January, 2023

Student Behavior Pattern Mining and Analysis: Towards Smart Campuses.

Teng Guo, Feng Xia

Proceedings of the Sixteenth ACM International Conference on Web Search and Data Mining, 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

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

A Transformer-Based Framework for POI-Level Social Post Geolocation.

Menglin Li, Kwan Hui Lim, Teng Guo, Junhua Liu

Proceedings of the Advances in Information Retrieval, 2023

2022

Multimodal Educational Data Fusion for Students' Mental Health Detection.

Teng Guo, Wenhong Zhao, Mubarak Alrashoud, Amr Tolba, Selena Firmin, Feng Xia

IEEE Access, 2022

2021

SUMMER: Bias-aware Prediction of Graduate Employment Based on Educational Big Data.

Feng Xia, Teng Guo, Xiaomei Bai, Adrian Shatte, Zitao Liu, Jiliang Tang

Trans. Data Sci., 2021

Surf or sleep?: Understanding the influence of bedtime patterns on campus.

Teng Guo, Linhong Li, Dongyu Zhang, Feng Xia

SIGKDD Explor., 2021

Educational Anomaly Analytics: Features, Methods, and Challenges.

Teng Guo, Xiaomei Bai, Xue Tian, Selena Firmin, Feng Xia

Frontiers Big Data, 2021

Educational Big Data: Predictions, Applications and Challenges.

Xiaomei Bai, Fuli Zhang, Jinzhou Li, Teng Guo, Abdul Aziz, Aijing Jin, Feng Xia

Big Data Res., 2021

Web of Students: Class-Level Friendship Network Discovery from Educational Big Data.

Teng Guo, Tao Tang, Dongyu Zhang, Jianxin Li, Feng Xia

Proceedings of the Web Information Systems Engineering - WISE 2021, 2021

KIDNet: A Knowledge-Aware Neural Network Model for Academic Performance Prediction.

Tao Tang, Jie Hou, Teng Guo, Xiaomei Bai, Xue Tian, Azadeh Noori Hoshyar

Proceedings of the WI-IAT '21: IEEE/WIC/ACM International Conference on Web Intelligence, Hybrid Event / Melbourne, VIC, Australia, December 14 - 17, 2021, 2021

In Your Face: Sentiment Analysis of Metaphor with Facial Expressive Features.

Dongyu Zhang, Minghao Zhang, Teng Guo, Ciyuan Peng, Vidya Saikrishna, Feng Xia

Proceedings of the International Joint Conference on Neural Networks, 2021

Predicting Mental Health Problems with Personality, Behavior, and Social Networks.

Dongyu Zhang, Teng Guo, Shiyu Han, Sadaf Vahabli, Mehdi Naseriparsa, Feng Xia

Proceedings of the 2021 IEEE International Conference on Big Data (Big Data), 2021

ANSWER: Generating Information Dissemination Network on Campus.

Qing Qing, Teng Guo, Dongyu Zhang, Feng Xia

Proceedings of the Databases Theory and Applications, 2021

2020

Quantifying Success in Science: An Overview.

Xiaomei Bai, Hanxiao Pan, Jie Hou, Teng Guo, Ivan Lee, Feng Xia

IEEE Access, 2020

DEFINE: Friendship Detection Based on Node Enhancement.

Hanxiao Pan, Teng Guo, Hayat Dino Bedru, Qing Qing, Dongyu Zhang, Feng Xia

Proceedings of the Databases Theory and Applications, 2020

Graduate Employment Prediction with Bias.

Teng Guo, Feng Xia, Shihao Zhen, Xiaomei Bai, Dongyu Zhang, Zitao Liu, Jiliang Tang

Proceedings of the Thirty-Fourth AAAI Conference on Artificial Intelligence, 2020

2019

Prediction methods and applications in the science of science: A survey.

Jie Hou, Hanxiao Pan, Teng Guo, Ivan Lee, Xiangjie Kong, Feng Xia

Comput. Sci. Rev., 2019

Judging a Book by Its Cover: The Effect of Facial Perception on Centrality in Social Networks.

Dongyu Zhang, Teng Guo, Hanxiao Pan, Jie Hou, Zhitao Feng, Liang Yang, Hongfei Lin, Feng Xia

Proceedings of the World Wide Web Conference, 2019

2017

Predicting the Future Impact of Scholars through Time-aware Academic Networks.

Jun Zhang, Wenjie Kang, Jiaying Liu, Teng Guo, Ivan Lee, Feng Xia

Proceedings of the 16th International Conference on Scientometrics and Informetrics, 2017