Weikang Shi
12 papers · 2023–2026 · 6 venues · across top CS/AI venues
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Achievements
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🐣 Hot Topic Early Bird 🌍 Conference Polyglot · Silver 🌉 Interdisciplinary Bridge · Silver 🗺️ Taxonomy Completionist (36) 🤝 Dynamic Duo (11)
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Century Club · Bronze
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Prolific Year · Productive
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Research topics
Artificial Intelligence
(9)
Core AI · Artificial Intelligence
(9)
Deep Learning
(8)
Machine Learning
(8)
Natural Language Processing
(8)
Learning Types · Machine Learning
(6)
Models
(5)
Resources & Methods
(5)
Application Areas
(4)
Learning Types · Deep Learning
(4)
Optimization & Theory
(4)
Generation
(3)
Computer Vision
(2)
Applications
(2)
Core AI · Computer Vision
(1)
Keywords
mathematical reasoning
(8)
large language model
(7)
code generation
(4)
large multimodal model
(3)
visual question answering
(1)
neural architecture search
(1)
benchmark evaluation
(1)
cross-domain learning
(1)
curriculum learning
(1)
preference optimization
(1)
multimodal learning
(1)
vision-language alignment
(1)
preference alignment
(1)
visual context
(1)
visual reasoning
(1)
direct preference optimization
(1)
continued pretraining
(1)
synthetic data generation
(1)
instruction tuning
(1)
image generation
(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
Alignment with Fill-In-the-Middle for Enhancing Code Generation
EMNLP 2025
LM-Searcher: Cross-domain Neural Architecture Search with LLMs via Unified Numerical Encoding
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
DiffSwap: High-Fidelity and Controllable Face Swapping via 3D-Aware Masked Diffusion
CVPR 2023