Jiayu Liu

Orcid: 0000-0001-8639-3308

Affiliations:
  • University of Science and Technology of China, State Key Laboratory of Cognitive Intelligence, Hefei, China


According to our database1, Jiayu Liu authored at least 23 papers between 2022 and 2024.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

2022
2023
2024
0
5
10
4
3
1
7
5
3

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Links

Online presence:

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Bibliography

2024
What Makes In-context Learning Effective for Mathematical Reasoning: A Theoretical Analysis.
CoRR, 2024

End-to-End Graph Flattening Method for Large Language Models.
CoRR, 2024

EduNLP: Towards a Unified and Modularized Library for Educational Resources.
CoRR, 2024

Understanding and improving fairness in cognitive diagnosis.
Sci. China Inf. Sci., 2024

Towards the Identifiability and Explainability for Personalized Learner Modeling: An Inductive Paradigm.
Proceedings of the ACM on Web Conference 2024, 2024

Bit-mask Robust Contrastive Knowledge Distillation for Unsupervised Semantic Hashing.
Proceedings of the ACM on Web Conference 2024, 2024

Decompose, Analyze and Rethink: Solving Intricate Problems with Human-like Reasoning Cycle.
Proceedings of the Advances in Neural Information Processing Systems 38: Annual Conference on Neural Information Processing Systems 2024, 2024

SocraticLM: Exploring Socratic Personalized Teaching with Large Language Models.
Proceedings of the Advances in Neural Information Processing Systems 38: Annual Conference on Neural Information Processing Systems 2024, 2024

Learning to Solve Geometry Problems via Simulating Human Dual-Reasoning Process.
Proceedings of the Thirty-Third International Joint Conference on Artificial Intelligence, 2024

Enhancing the Completeness of Rationales for Multi-Step Question Answering.
Proceedings of the 33rd ACM International Conference on Information and Knowledge Management, 2024

F-BBT: An Industrial Risk Detection Model Based on Feature Fusion.
Proceedings of the 11th International Conference on Behavioural and Social Computing, 2024

2023
A Probabilistic Framework for Temporal Cognitive Diagnosis in Online Learning Systems.
J. Comput. Sci. Technol., December, 2023

Identifiable Cognitive Diagnosis with Encoder-decoder for Modelling Students' Performance.
CoRR, 2023

A Novel Approach for Auto-Formulation of Optimization Problems.
CoRR, 2023

A Mathematical Word Problem Generator with Structure Planning and Knowledge Enhancement.
Proceedings of the 46th International ACM SIGIR Conference on Research and Development in Information Retrieval, 2023

Learning Behavior-oriented Knowledge Tracing.
Proceedings of the 29th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, 2023

Guiding Mathematical Reasoning via Mastering Commonsense Formula Knowledge.
Proceedings of the 29th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, 2023

Simulating Student Interactions with Two-stage Imitation Learning for Intelligent Educational Systems.
Proceedings of the 32nd ACM International Conference on Information and Knowledge Management, 2023

Learning by Applying: A General Framework for Mathematical Reasoning via Enhancing Explicit Knowledge Learning.
Proceedings of the Thirty-Seventh AAAI Conference on Artificial Intelligence, 2023

2022
Clause-level Relationship-aware Math Word Problems Solver.
Int. J. Autom. Comput., 2022

Incremental Cognitive Diagnosis for Intelligent Education.
Proceedings of the KDD '22: The 28th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, Washington, DC, USA, August 14, 2022

A Cognitive Solver with Autonomously Knowledge Learning for Reasoning Mathematical Answers.
Proceedings of the IEEE International Conference on Data Mining, 2022

A Hyperbolic-to-Hyperbolic User Representation with Multi-aspect for Social Recommendation.
Proceedings of the 31st ACM International Conference on Information & Knowledge Management, 2022


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