Zimu Lu
11 papers · 2024–2026 · 5 conferences · across top CS/AI conferences
Achievements
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π Interdisciplinary Bridge π§ Keyword Pioneer π£ Hot Topic Early Bird π Conference Polyglot (4) π Cross-Pollinator (12)
π
Renaissance Researcher
(5)
πΊοΈ
Taxonomy Completionist
(25)
Conferences
ACL (5)
ICLR (3)
AAAI (1)
EMNLP (1)
NIPS (1)
Top co-authors
Keywords
mathematical reasoning
(5)
large language model
(4)
large multimodal model
(3)
code generation
(2)
preference alignment
(1)
preference optimization
(1)
visual question answering
(1)
instruction fine-tuning
(1)
direct preference optimization
(1)
visual reasoning
(1)
visual context
(1)
synthetic data generation
(1)
instruction tuning
(1)
benchmark dataset
(1)
low-rank adaptation
(1)
vision-language alignment
(1)
cross-modal alignment
(1)
vision-language model
(1)
multimodal learning
(1)
curriculum learning
(1)
Papers
MathCanvas: Intrinsic Visual Chain-of-Thought for Multimodal Mathematical Reasoning
ACL 2026
From Solver to Tutor: Evaluating the Pedagogical Intelligence of LLMs with KMP-Bench
AAAI 2026
Towards Robust Real-World Spreadsheet Understanding with Multi-Agent Multi-Format Reasoning
ACL 2026
MathCoder2: Better Math Reasoning from Continued Pretraining on Model-translated Mathematical Code
ICLR 2025
Alignment with Fill-In-the-Middle for Enhancing Code Generation
EMNLP 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
NIPS 2024
Solving Challenging Math Word Problems Using GPT-4 Code Interpreter with Code-based Self-Verification
ICLR 2024