Shuyan Huang

5 papers · 2022–2026 · 3 venues · across top CS/AI venues

Authors are matched by name, so researchers who share a name ("Yang Liu", "Wei Wang") appear as a single profile and their paper counts, venues and achievements are combined. How identity is handled.

Achievements

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🌍 Conference Polyglot · Bronze 🌉 Interdisciplinary Bridge · Bronze 🗺️ Taxonomy Completionist (13) 📈 Trend Setter

Venues

AAAI (2) NeurIPS (2) ICLR (1)

Top co-authors

Zitao Liu (5) Weiqi Luo (4) Qiongqiong Liu (4) Jiahao Chen (4) Jiliang Tang (2) Jian Weng (1) Xiaoli Zeng (1) Xiangyu Zhao (1) Ying Zheng (1) Teng Guo (1)

Research topics

Deep Learning (4) Machine Learning (4) Core Methods (4) Learning Types · Deep Learning (3) Artificial Intelligence (2) Interdisciplinary (2) Core AI (2) Education (2) Natural Language Processing (1) Generation (1) Learning Types · Machine Learning (1) Optimization & Theory (1) Techniques (1)

Keywords

student performance prediction (4) knowledge tracing (4) deep learning (3) cognitive representation (1) deep learning model (1) deep neural network (1) retrieval-augmented generation (1) educational data mining (1) rasch model (1) auxiliary information (1) intelligent tutoring system (1) student modeling (1) educational data (1) large language model (1) educational dataset (1) educational content (1) knowledge state (1) knowledge component (1) benchmark platform (1) dot-product attention (1)

Papers

A Compress-Expand Framework for Automatic Lesson Plan Generation AAAI 2026 Improving Interpretability of Deep Sequential Knowledge Tracing Models with Question-centric Cognitive Representations AAAI 2023 simpleKT: A Simple But Tough-to-Beat Baseline for Knowledge Tracing ICLR 2023 XES3G5M: A Knowledge Tracing Benchmark Dataset with Auxiliary Information NeurIPS 2023 pyKT: A Python Library to Benchmark Deep Learning based Knowledge Tracing Models NeurIPS 2022