• 🎓: 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 mySteam.

🧰 My Projects

• 🛠Multi-label Classification: a collection of deep neural network models for beginners, designed to solveMulti-label Classification problems, built in TensorFlow.
• 🛠Semantic Textual Similarity: a collection of deep neural network models for beginners, designed to solveSemantic Textual Similarity problems, built in TensorFlow.
• 📚Question Difficulty Prediction: a collection of deep neural network models forQuestion Difficulty Prediction problems, built in TensorFlow & PyTorch.
• 🍻HARNN: an attention-based recurrent network Approach forHierarchical 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 solveHierarchical 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 solveEducational Video Concept Prediction problems, accepted at JMLC 2023. [Papers]

🎉 News

• [2025 Feb] Got ambushed by Benny... again inFallout: New Vegas! "Patrolling the Mojave" turned into a 17th playthrough—still can’t decide if I'm Caesar's worst nightmare or Yes Man's personal errand courier. Obsidian's spaghetti code? Still a masterpiece.
• [2024 Oct] Dodging reality inMetaphor: ReFantazio, who needs sleep when there's another 100-hour persona-esque journey to binge?！
• [2023 Aug] Gods Among Us,Baldur's Gate 3!
• [2023 Jun] I've suffered in theDarkest Dungeon, and no one is spared!
• [2023 May] I've been engrossed in theThe Legend of Zelda: Tears of the Kingdom, Nintendo rules the fxxking world!
• [2023 Apr] I've clearedOctopath Traveler II, スクエニさん、さすがかよ!

All Works

2025

• Xinyun He, Qi Shu, Mo Zhang,Wei Huang, Han Zhao, Mengxiao Zhu.Beyond Final Products: Multi-Dimensional Essay Scoring Using Keystroke Logs and Deep Learning [C] LAK'2025, 2025: 601-610.

2024

• Mengxiao Zhu, Xin Wang, Xiantao Wang, Zihang Chen,Wei Huang.Application of Prompt Learning Models in Identifying the Collaborative Problem Solving Skills in an Online Task [J] CSCW'2024, 8(CSCW2): 1-23.
• Dongxuan Han, Qi Liu, Siqi Lei, Shiwei Tong,Wei Huang.HeckmanCD: Exploiting Selection Bias in Cognitive Diagnosis [C] CIKM'2024, 2024: 768-777.

2023

• Hong Yuting, Shiwei Tong,Wei Huang, Yan Zhuang, Qi Liu, Enhong Chen, et al.Search-Efficient Computerized Adaptive Testing [C] CIKM'2023, 2023: 773-782.
• Wei Huang, Tong Xiao, Qi Liu, Zhenya Huang, et al.HMNet: A Hierarchical Multi-modal Network for Educational Video Concept Prediction [J] JMLC'2023, 14(9): 2913-2924.

2022

• Wei Huang, Enhong Chen, Qi Liu, Hui Xiong, Zhenya Huang, Shiwei Tong, et al.HmcNet: A General Approach for Hierarchical Multi-label Classification [J] TKDE'2022, 35(9): 8713-8728.
• Shuanghong Shen, Qi Liu, Enhong Chen, Zhenya Huang,Wei Huang, et al.Monitoring Student Progress for Learning Process-consistent Knowledge Tracing [J] TKDE'2022, 35(8): 8213-8227.
• Jiatong Li, Fei Wang, Qi Liu, Mengxiao Zhu,Wei Huang, et al.HierCDF: A Bayesian Network-based Hierarchical Cognitive Diagnosis Framework [C] 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 [C] 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 [C] 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 [C] 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 [C]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 [C] ICDM'2021, 2021: 220-229.
• Shuanghong Shen, Qi Liu, Enhong Chen, Zhenya Huang,Wei Huang, et al.Learning Process-consistent Knowledge Tracing [C] 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 [C] 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 [C] ICDM'2020, 2020: 1298-1303.
• Shiwei Tong, Qi Liu,Wei Huang, et al.Structure-based Knowledge Tracing: An Influence Propagation View [C] ICDM'2020, 2020: 541-550.
• Xin Wang,Wei Huang, Qi Liu, et al.Fine-Grained Similarity Measurement between Educational Videos and Exercises [C] 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 [J] JCST'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 [C] CIKM’2019, 2019: 1051-1060.

PinnedLoading

1. Multi-Label-Text-ClassificationMulti-Label-Text-ClassificationPublic

   About Muti-Label Text Classification Based on Neural Network.

   Python 562 142

2. Hierarchical-Multi-Label-Text-ClassificationHierarchical-Multi-Label-Text-ClassificationPublic

   The code of CIKM'19 paper《Hierarchical Multi-label Text Classification: An Attention-based Recurrent Network Approach》

   Python 331 71

3. Text-Pairs-Relation-ClassificationText-Pairs-Relation-ClassificationPublic

   About Text Pairs (Sentence Level) Classification (Similarity Modeling) Based on Neural Network.

   Python 190 55

4. Next-Basket-RecommendationNext-Basket-RecommendationPublic

   About Next Basket Recommendations Based on Neural Network.

   Python 48 19

5. Question-Difficulty-PredictionQuestion-Difficulty-PredictionPublic

   About Question Difficulty Prediction Based on Neural Network.

   Python 37 14

6. Music-Recommendation-SystemMusic-Recommendation-SystemPublic

   KKBox's Music Recommendation Challenge on Kaggle.

   Python 33 7