Zimu Lu
11 papers · 2024–2026 · 5 venues · across top CS/AI venues
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Achievements
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🌍 Conference Polyglot · Silver 🌉 Interdisciplinary Bridge · Silver 🗺️ Taxonomy Completionist (31) 🤝 Dynamic Duo (11) 💎 Century Club · Bronze
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Natural Language Processing
(9)
Artificial Intelligence
(8)
Core AI · Artificial Intelligence
(8)
Machine Learning
(7)
Deep Learning
(6)
Learning Types · Machine Learning
(5)
Resources & Methods
(5)
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(4)
Learning Types · Deep Learning
(4)
Applications
(3)
Generation
(3)
Models
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Optimization & Theory
(3)
Computer Vision
(1)
Core AI · Computer Vision
(1)
Keywords
mathematical reasoning
(8)
large language model
(7)
code generation
(4)
large multimodal model
(3)
direct preference optimization
(1)
preference alignment
(1)
curriculum learning
(1)
cross-modal alignment
(1)
vision-language alignment
(1)
multimodal learning
(1)
visual reasoning
(1)
visual context
(1)
continued pretraining
(1)
synthetic data generation
(1)
benchmark dataset
(1)
instruction tuning
(1)
synthetic data
(1)
preference optimization
(1)
visual question answering
(1)
benchmark evaluation
(1)
Papers
From Solver to Tutor: Evaluating the Pedagogical Intelligence of LLMs with KMP-Bench
AAAI 2026
MathCanvas: Intrinsic Visual Chain-of-Thought for Multimodal Mathematical Reasoning
ACL 2026
Towards Robust Real-World Spreadsheet Understanding with Multi-Agent Multi-Format Reasoning
ACL 2026
Alignment with Fill-In-the-Middle for Enhancing Code Generation
EMNLP 2025
MathCoder2: Better Math Reasoning from Continued Pretraining on Model-translated Mathematical Code
ICLR 2025
MathCoder-VL: Bridging Vision and Code for Enhanced Multimodal Mathematical Reasoning
ACL 2025
Probability-Consistent Preference Optimization for Enhanced LLM Reasoning
ACL 2025
MathCoder: Seamless Code Integration in LLMs for Enhanced Mathematical Reasoning
ICLR 2024
MathGenie: Generating Synthetic Data with Question Back-translation for Enhancing Mathematical Reasoning of LLMs
ACL 2024
Measuring Multimodal Mathematical Reasoning with MATH-Vision Dataset
NeurIPS 2024
Solving Challenging Math Word Problems Using GPT-4 Code Interpreter with Code-based Self-Verification
ICLR 2024