Naiming Liu
7 papers · 2022–2026 · 4 venues · across top CS/AI venues
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Achievements
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Conference Polyglot · Bronze
🌉
Interdisciplinary Bridge · Silver
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Taxonomy Completionist
(15)
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Research topics
Keywords
large language model
(3)
student modeling
(2)
intelligent tutoring system
(2)
mathematical reasoning
(1)
knowledge distillation
(1)
question answering
(1)
semantic analysis
(1)
code generation
(1)
visual reasoning
(1)
reading comprehension
(1)
program synthesis
(1)
language model
(1)
vision-language model
(1)
counterfactual reasoning
(1)
hallucination mitigation
(1)
chain-of-thought prompting
(1)
educational ai
(1)
multimodal reasoning
(1)
knowledge tracing
(1)
dialogue system
(1)
Papers
CLEAR-3K: Assessing Causal Explanatory Capabilities in Language Models
EACL 2026
MalruleLib: Large-Scale Executable Misconception Reasoning with Step Traces for Modeling Student Thinking in Mathematics
ACL 2026
See Further, Think Deeper: Advancing VLM's Reasoning Ability with Low-level Visual Cues and Reflection
CVPR 2026
MalAlgoQA: Pedagogical Evaluation of Counterfactual Reasoning in Large Language Models and Implications for AI in Education
EMNLP 2024
Student Data Paradox and Curious Case of Single Student-Tutor Model: Regressive Side Effects of Training LLMs for Personalized Learning
EMNLP 2024
CLASS: A Design Framework for Building Intelligent Tutoring Systems Based on Learning Science principles
EMNLP 2023
Open-ended Knowledge Tracing for Computer Science Education
EMNLP 2022