randolphvi / question-difficulty-prediction Goto Github PK

🍻 Welcome stranger

• 🎓: A Ph.D graduated from University of Science and Technology of China (USTC).
• 🎯: Interested in NLP & Education area. Mainly Focusing on Hierarchical Multi-label Classification Tasks.
• 👾: I'm a die-hard fan of the Fallout ☢️ and Witcher 🐺 series, and I especially love CRPG games & indie games. Feel free to add my Steam.

🧰 My Projects

• 🛠 Multi-label Classification: a collection of deep neural network models for beginners, designed to solve Multi-label Classification problems, built in TensorFlow.
• 🛠 Semantic Textual Similarity: a collection of deep neural network models for beginners, designed to solve Semantic Textual Similarity problems, built in TensorFlow.
• 📚 Question Difficulty Prediction: a collection of deep neural network models for Question Difficulty Prediction problems, built in TensorFlow & PyTorch.
• 🍻 HARNN: an attention-based recurrent network Approach for Hierarchical Multi-label Text Classification (HMC), accepted at CIKM 2019 and built in TensorFlow. [Papers] | [Code]
• 🍻 HmcNet: a general approach that incorporates both explicit and implicit class hierarchy constraints, designed to solve Hierarchical Multi-label Text Classification (HMC), accepted at TKDE 2022 and built in PyTorch. [Papers] | [Code]
• 🍻 HMNet: a multi-modal method that captures class dependencies to solve Educational Video Concept Prediction problems, accepted at JMLC 2023. [Papers]

🎉 News

• [2023 Aug] Gods Among Us, Baldur's Gate 3!
• [2023 Jun] I've suffered in the Darkest Dungeon, and no one is spared!
• [2023 May] I've been engrossed in the The Legend of Zelda: Tears of the Kingdom, Nintendo rules the fxxking world!
• [2023 Apr] I've cleared Octopath Traveler II, スクエニさん、さすがかよ!

All Works

2023

• Hong Yuting, Shiwei Tong, Wei Huang, Yan Zhuang, Qi Liu, Enhong Chen, et al. Search-Efficient Computerized Adaptive Testing, CIKM'2023, Accepted.
• Wei Huang, Tong Xiao, Qi Liu, Zhenya Huang, et al. HMNet: A Hierarchical Multi-modal Network for Educational Video Concept Prediction, JMLC'2023, 2023: 1-12.

2022

• Wei Huang, Enhong Chen, Qi Liu, Hui Xiong, Zhenya Huang, Shiwei Tong, et al. HmcNet: A General Approach for Hierarchical Multi-label Classification, TKDE'2022, Accepted.
• Shuanghong Shen, Qi Liu, Enhong Chen, Zhenya Huang, Wei Huang, et al. Monitoring Student Progress for Learning Process-consistent Knowledge Tracing, TKDE'2022, Accepted.
• Jiatong Li, Fei Wang, Qi Liu, Mengxiao Zhu, Wei Huang, et al. HierCDF: A Bayesian Network-based Hierarchical Cognitive Diagnosis Framework, KDD'2022, 2022: 904-913.
• Shiwei Tong, Jiayu Liu, Yuting Hong, Zhenya Huang, Le Wu, Qi Liu, Wei Huang, et al. Incremental Cognitive Diagnosis for Intelligent Education, KDD'2022, 2022: 1760-1770.
• Yuren Zhang, Enhong Chen, Binbin Jin, Hao Wang, Min Hou, Wei Huang and Runlong Yu. Clustering based Behavior Sampling with Long Sequential Data for CTR Prediction, SIGIR'2022, 2022: 2195-2200.
• Zheng Gong, Shiwei Tong, Han Wu, Qi Liu, Hanqing Tao, Wei Huang, et al. Tipster: A Topic-Guided Language Model for Topic-Aware Text Segmentation, DASFAA'2022, 2022: 213-221.

2021

• Siqi Lei, Wei Huang, Shiwei Tong, Qi Liu, Zhenya Huang, Enhong Chen, et al. Consistency-aware Multi-modal Network for Hierarchical Multi-label Classification in Online Education System, Best Student Paper, ICBK'2021, 2021: 1-8.
• Ye Huang, Wei Huang, Shiwei Tong, et al. STAN: Adversarial Network for Cross-domain Question Difficulty Prediction, ICDM'2021, 2021: 220-229.
• Shuanghong Shen, Qi Liu, Enhong Chen, Zhenya Huang, Wei Huang, et al. Learning Process-consistent Knowledge Tracing, KDD'2021, 2021: 1452-1460.
• Shiwei Tong, Qi Liu, Runlong Yu, Wei Huang, Zhenya Huang, Zachary A. Pardos, Weijie Jiang, Item Response Ranking for Cognitive Diagnosis, IJCAI'2021, 2021: 1750-1756.

2020

• Wei Tong, Shiwei Tong, Wei Huang, et al. Exploiting Knowledge Hierarchy for Finding Similar Exercises in Online Education Systems, ICDM'2020, 2020: 1298-1303.
• Shiwei Tong, Qi Liu, Wei Huang, et al. Structure-based Knowledge Tracing: An Influence Propagation View, ICDM'2020, 2020: 541-550.
• Xin Wang, Wei Huang, Qi Liu, et al. Fine-Grained Similarity Measurement between Educational Videos and Exercises, ACM MM'2020, 2020: 331-339.
• Yang Liu, Zhi Li, Wei Huang, Tong Xu, Enhong Chen. Exploiting Structural and Temporal Influence for Dynamic Social-Aware Recommendation, JCST'2020, 2020, 35(2), 281–294.

2019

• Wei Huang, Qi Liu, Enhong Chen, et al. Hierarchical Multi-label Text Classification: An Attention-based Recurrent Network Approach, CIKM’2019, 2019: 1051-1060.