Zhenya Huang
- Neural Cognitive Diagnosis for Intelligent Education Systems
2019/08/23 by Fei Wang, Wang, Fei, Qi Liu +13 · 11 citations
Computer Science · #Computers and Society (cs.CY) #FOS: Computer and information sciences #Intelligent Tutoring Systems and Adaptive Learning #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Online Learning and Analytics #Topic Modeling
- EKT: Exercise-aware Knowledge Tracing for Student Performance Prediction
2019/06/07 by Qi Liu, Zhenya Huang, Liu, Qi +11 · 6 citations
Computer Science · #Computers and Society (cs.CY) #Explainable Artificial Intelligence (XAI) #FOS: Computer and information sciences #Intelligent Tutoring Systems and Adaptive Learning #Machine Learning (cs.LG) #Online Learning and Analytics
- Agent4Edu: Generating Learner Response Data by Generative Agents for Intelligent Education Systems
2025/01/17 by Weibo Gao, Qi Liu, Gao, Weibo +13 · 11 citations
Computer Science · Engineering · #Intelligent Tutoring Systems and Adaptive Learning #Online Learning and Analytics #Advanced Data Processing Techniques
- EKT: Exercise-Aware Knowledge Tracing for Student Performance Prediction
2019/06/25 by Qi Liu, Zhenya Huang, Yu Yin +4 · 5 citations
Computer Science · #Intelligent Tutoring Systems and Adaptive Learning #Online Learning and Analytics #Software System Performance and Reliability
- Molecular Property Prediction: A Multilevel Quantum Interactions Modeling Perspective
2019/06/25 by Chengqiang Lu, Lu, Chengqiang, Qi Liu +9 · 4 citations
Materials Science · Computer Science · Chemistry · #Machine Learning in Materials Science #Computational Drug Discovery Methods #Various Chemistry Research Topics
- HyperSoRec: Exploiting Hyperbolic User and Item Representations with Multiple Aspects for Social-aware Recommendation
2021/09/27 by Hao Wang, Defu Lian, Hanghang Tong +3 · 3 citations
- Model Inversion Attacks against Graph Neural Networks
2022/09/16 by Zaixi Zhang, Zhang, Zaixi, Qi Liu +9 · 3 citations
Computer Science · #Advanced Graph Neural Networks #Adversarial Robustness in Machine Learning #Artificial Intelligence (cs.AI) #Cryptography and Security (cs.CR) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Privacy-Preserving Technologies in Data
- IRT-Router: Effective and Interpretable Multi-LLM Routing via Item Response Theory
2025/06/01 by Wei Song, Zhenya Huang, Song, Wei +13 · 8 citations
Computer Science · #Network Packet Processing and Optimization #Cooperative Communication and Network Coding
- Unveiling the Magic of Code Reasoning through Hypothesis Decomposition and Amendment
2025/02/17 by Yuze Zhao, Tingting Ji, Zhao, Yuze +15 · 3 citations
Computer Science · Social Sciences · #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Legal Issues in Education #Machine Learning (cs.LG) #Software Engineering Research
- Empowering Sequential Recommendation from Collaborative Signals and Semantic Relatedness
2024/03/12 by Mingyue Cheng, Hao Zhang, Cheng, Mingyue +15 · 2 citations
Computer Science · Psychology · #Advanced Text Analysis Techniques #FOS: Computer and information sciences #Information Retrieval (cs.IR) #Recommender Systems and Techniques #Team Dynamics and Performance
- A Survey of Models for Cognitive Diagnosis: New Developments and Future Directions
2024/07/07 by Fei Wang, Wang, Fei, Weibo Gao +19 · 2 citations
Computer Science · #Artificial Intelligence (cs.AI) #Cognitive Science and Mapping #FOS: Computer and information sciences
- Towards a Holistic Understanding of Mathematical Questions with Contrastive Pre-training
2023/01/18 by Yuting Ning, Zhenya Huang, Ning, Yuting +11 · 1 citation
Computer Science · Social Sciences · #Computation and Language (cs.CL) #Educational Assessment and Pedagogy #FOS: Computer and information sciences #Intelligent Tutoring Systems and Adaptive Learning #Topic Modeling
- Learning to Solve Geometry Problems via Simulating Human Dual-Reasoning Process
2024/05/10 by Tong Xiao, Xiao, Tong, Jiayu Liu +11 · 2 citations
Computer Science · #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Intelligent Tutoring Systems and Adaptive Learning
- Federated User Modeling from Hierarchical Information
2023/04/03 by Qi Liu, Jinze Wu, Zhenya Huang +6 · 1 citation
- What Makes In-context Learning Effective for Mathematical Reasoning: A Theoretical Analysis
2024/12/11 by Jiayu Liu, Zhenya Huang, Liu, Jiayu +9 · 3 citations
Mathematics · Social Sciences · #Mathematics Education and Pedagogy #Mathematics Education and Teaching Techniques #Cognitive and developmental aspects of mathematical skills
- Deep Thinking by Markov Chain of Continuous Thoughts
2025/09/29 by Jiayu Liu, Liu, Jiayu, Zhenya Huang +12 · 2 citations
Computer Science · #Anomaly Detection Techniques and Applications #FOS: Computer and information sciences #Machine Learning (cs.LG)
- Nested Hash Layer: A Plug-and-play Module for Multiple-length Hash Code Learning
2024/12/12 by Liyang He, He, Liyang, Rui Li +8 · 1 citation
Engineering · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Information Retrieval (cs.IR) #Manufacturing Process and Optimization
- A Survey of Multi-sensor Fusion Perception for Embodied AI: Background, Methods, Challenges and Prospects
2025/06/24 by Shulan Ruan, Ruan, Shulan, Rongwei Wang +19 · 2 citations
Computer Science · Engineering · #Anomaly Detection Techniques and Applications #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Multimedia (cs.MM) #Robotics and Automated Systems
- Bit-mask Robust Contrastive Knowledge Distillation for Unsupervised Semantic Hashing
2024/03/10 by Liyang He, Zhenya Huang, He, Liyang +11 · 1 citation
Computer Science · #Advanced Image and Video Retrieval Techniques #Advanced Neural Network Applications #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Information Retrieval (cs.IR)
- MathCoPilot: An Interactive System for Human-AI Symbiotic Paradigm of Mathematical Research
2026/07/16 by Junjie Zhang, Jiayu Liu, Wenbin Liu +11
#cs.AI