AdvKT: An Adversarial Multi-Step Training Framework for Knowledge Tracing

AdvKT: An Adversarial Multi-Step Training Framework for Knowledge Tracing

7 April 2025

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Papers citing "AdvKT: An Adversarial Multi-Step Training Framework for Knowledge Tracing"

15 / 15 papers shown

Title
Mamba4KT:An Efficient and Effective Mamba-based Knowledge Tracing Model Yang Cao Wei Zhang Mamba 83 5 0 26 May 2024
Generative Adversarial Networks Gilad Cohen Raja Giryes GAN 298 30,150 0 01 Mar 2022
GIKT: A Graph-based Interaction Model for Knowledge Tracing Yang Yang Jian Shen Yanru Qu Yunfei Liu Kerong Wang Yaoming Zhu Weinan Zhang Yong Yu AI4Ed 49 132 0 13 Sep 2020
Context-Aware Attentive Knowledge Tracing Aritra Ghosh Neil T. Heffernan Andrew Lan AI4Ed HAI 121 385 0 24 Jul 2020
Attentional Graph Convolutional Networks for Knowledge Concept Recommendation in MOOCs in a Heterogeneous View Shen Wang Jibing Gong Jinlong Wang Wenzheng Feng Hao Peng Jie Tang Philip S. Yu AI4Ed HAI 52 133 0 23 Jun 2020
Towards an Appropriate Query, Key, and Value Computation for Knowledge Tracing Youngduck Choi Youngnam Lee Junghyun Cho Jineon Baek Byungsoo Kim Yeongmin Cha Dongmin Shin Chan Bae Jaewe Heo 45 205 0 14 Feb 2020
Model-Based Reinforcement Learning with Adversarial Training for Online Recommendation Xueying Bai Jian Guan Hongning Wang OffRL 63 76 0 10 Nov 2019
Knowledge Tracing with Sequential Key-Value Memory Networks Ghodai M. Abdelrahman Qing Wang AI4Ed KELM 51 196 0 29 Oct 2019
A Self-Attentive model for Knowledge Tracing Shalini Pandey George Karypis AI4Ed 59 368 0 16 Jul 2019
Exploiting Cognitive Structure for Adaptive Learning Qi Liu Shiwei Tong Chuanren Liu Hongke Zhao Enhong Chen Haiping Ma Shijin Wang 55 124 0 23 May 2019
Virtual-Taobao: Virtualizing Real-world Online Retail Environment for Reinforcement Learning Jing-Cheng Shi Yang Yu Qing Da Shi-Yong Chen Anxiang Zeng OffRL 79 187 0 25 May 2018
Improved Training of Wasserstein GANs Ishaan Gulrajani Faruk Ahmed Martín Arjovsky Vincent Dumoulin Aaron Courville GAN 227 9,560 0 31 Mar 2017
Dynamic Key-Value Memory Networks for Knowledge Tracing Jiani Zhang Xingjian Shi Irwin King Dit-Yan Yeung AI4Ed KELM 70 623 0 24 Nov 2016
Generative Adversarial Imitation Learning Jonathan Ho Stefano Ermon GAN 159 3,119 0 10 Jun 2016
Deep Knowledge Tracing Chris Piech J. Bassen Jonathan Huang Surya Ganguli Mehran Sahami Leonidas Guibas Jascha Narain Sohl-Dickstein AI4Ed HAI 107 1,160 0 19 Jun 2015