Junting Pan
21 papers · 2016–2026 · 8 venues · across top CS/AI venues
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Achievements
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πΊοΈ Taxonomy Completionist (52) π Academic Marathon Β· Half π Conference Polyglot Β· Silver π Interdisciplinary Bridge Β· Silver π£ Hot Topic Early Bird
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Dynamic Duo
(14)
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Topic Evolution
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Conference Pioneer
π₯
Unstoppable Β· Bronze
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Prolific Year Β· Productive
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Century Club Β· Bronze
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Trend Setter
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Keyword Collector
(112)
Top co-authors
Research topics
Deep Learning
(14)
Machine Learning
(13)
Artificial Intelligence
(10)
Computer Vision
(10)
Core AI Β· Artificial Intelligence
(9)
Learning Types Β· Machine Learning
(8)
Application Areas
(7)
Learning Types Β· Deep Learning
(7)
Natural Language Processing
(6)
Architectures
(5)
Processing
(5)
Analysis
(4)
Core AI Β· Computer Vision
(4)
Models
(4)
Optimization & Theory
(4)
Keywords
mathematical reasoning
(5)
code generation
(4)
large language model
(4)
multimodal learning
(3)
video understanding
(3)
visual question answering
(2)
large multimodal model
(2)
foundation model
(2)
image segmentation
(2)
vision-language model
(2)
action recognition
(1)
vision transformer
(1)
direct preference optimization
(1)
self-supervised learning
(1)
semantic segmentation
(1)
video generation
(1)
image captioning
(1)
curriculum learning
(1)
benchmark evaluation
(1)
preference optimization
(1)
Papers
EditMGT: Unleashing Potentials of Masked Generative Transformers in Image Editing
CVPR 2026
From Solver to Tutor: Evaluating the Pedagogical Intelligence of LLMs with KMP-Bench
AAAI 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
SAM 2: Segment Anything in Images and Videos
ICLR 2025
SpiritSight Agent: Advanced GUI Agent with One Look
CVPR 2025
GroundingGPT: Language Enhanced Multi-modal Grounding Model
ACL 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
Personalize Segment Anything Model with One Shot
ICLR 2024
JourneyDB: A Benchmark for Generative Image Understanding
NeurIPS 2023
SparseMAE: Sparse Training Meets Masked Autoencoders
ICCV 2023
EdgeViTs: Competing Light-Weight CNNs on Mobile Devices with Vision Transformers
ECCV 2022
ST-Adapter: Parameter-Efficient Image-to-Video Transfer Learning
NeurIPS 2022
Actor-Context-Actor Relation Network for Spatio-Temporal Action Localization
CVPR 2021
Video Generation From Single Semantic Label Map
CVPR 2019
Online Detection of Action Start in Untrimmed, Streaming Videos
ECCV 2018
Shallow and Deep Convolutional Networks for Saliency Prediction
CVPR 2016