Mingjie Zhan
20 papers · 2020–2026 · 6 venues · across top CS/AI venues
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Research topics
Artificial Intelligence
(13)
Core AI
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Machine Learning
(12)
Natural Language Processing
(10)
Deep Learning
(8)
Application Areas
(7)
Learning Types Β· Machine Learning
(6)
Resources & Methods
(6)
Generation
(4)
Learning Types Β· Deep Learning
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Models
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Computer Vision
(3)
Applications
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Optimization & Theory
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Core Methods
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Keywords
large language model
(7)
mathematical reasoning
(7)
code generation
(5)
benchmark dataset
(3)
multimodal learning
(2)
text generation
(2)
vision-language model
(2)
large multimodal model
(2)
image editing
(2)
synthetic data generation
(2)
meeting summarization
(2)
preference optimization
(1)
visual question answering
(1)
benchmark evaluation
(1)
preference alignment
(1)
knowledge distillation
(1)
video generation
(1)
object removal
(1)
self-supervised learning
(1)
text summarization
(1)
Papers
From Solver to Tutor: Evaluating the Pedagogical Intelligence of LLMs with KMP-Bench
AAAI 2026
Inter-Edit: First Benchmark for Interactive Instruction-Based Image Editing
CVPR 2026
RAA: Achieving Interactive Remove/Add Anything via Fully Synthetic Data
AAAI 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
ReflectionCoder: Learning from Reflection Sequence for Enhanced One-off Code Generation
ACL 2025
SpiritSight Agent: Advanced GUI Agent with One Look
CVPR 2025
UFO: Enhancing Diffusion-Based Video Generation with a Uniform Frame Organizer
AAAI 2025
Empowering Character-level Text Infilling by Eliminating Sub-Tokens
ACL 2024
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
Learning Locality and Isotropy in Dialogue Modeling
ICLR 2023
Reconstruct Before Summarize: An Efficient Two-Step Framework for Condensing and Summarizing Meeting Transcripts
EMNLP 2023
VCSUM: A Versatile Chinese Meeting Summarization Dataset
ACL 2023
DocStruct: A Multimodal Method to Extract Hierarchy Structure in Document for General Form Understanding
EMNLP 2020