Junting Pan
20 papers · 2016–2026 · 8 conferences · across top CS/AI conferences
Achievements
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🌍 Conference Polyglot (7) 🧭 Keyword Pioneer 🌉 Interdisciplinary Bridge 🐣 Hot Topic Early Bird 🏃 Academic Marathon (9)
🧭
Keyword Pioneer
🐣
Hot Topic Early Bird
🐝
Cross-Pollinator
(12)
🤝
Dynamic Duo
(13)
🏆
Keyword Champion
(2)
🧬
Topic Evolution
💎
Century Club
(19)
🚀
Conference Pioneer
🗃️
Keyword Collector
(100)
⚡
Prolific Year
(7)
🔥
Unstoppable
(5)
Conferences
ACL (5)
CVPR (4)
ICLR (3)
NIPS (3)
ECCV (2)
AAAI (1)
EMNLP (1)
ICCV (1)
Top co-authors
Keywords
mathematical reasoning
(4)
code generation
(3)
video understanding
(3)
large language model
(3)
multi-modal learning
(2)
large multimodal model
(2)
visual question answering
(2)
multimodal learning
(1)
video generation
(1)
vision transformer
(1)
preference alignment
(1)
preference optimization
(1)
knowledge distillation
(1)
image captioning
(1)
self-supervised learning
(1)
curriculum learning
(1)
direct preference optimization
(1)
vision-language alignment
(1)
visual grounding
(1)
action recognition
(1)
Papers
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
ReflectionCoder: Learning from Reflection Sequence for Enhanced One-off Code Generation
ACL 2025
MathCoder-VL: Bridging Vision and Code for Enhanced Multimodal Mathematical Reasoning
ACL 2025
Probability-Consistent Preference Optimization for Enhanced LLM Reasoning
ACL 2025
SAM 2: Segment Anything in Images and Videos
ICLR 2025
MathCoder2: Better Math Reasoning from Continued Pretraining on Model-translated Mathematical Code
ICLR 2025
SpiritSight Agent: Advanced GUI Agent with One Look
CVPR 2025
Measuring Multimodal Mathematical Reasoning with MATH-Vision Dataset
NIPS 2024
MathGenie: Generating Synthetic Data with Question Back-translation for Enhancing Mathematical Reasoning of LLMs
ACL 2024
GroundingGPT: Language Enhanced Multi-modal Grounding Model
ACL 2024
Personalize Segment Anything Model with One Shot
ICLR 2024
SparseMAE: Sparse Training Meets Masked Autoencoders
ICCV 2023
JourneyDB: A Benchmark for Generative Image Understanding
NIPS 2023
ST-Adapter: Parameter-Efficient Image-to-Video Transfer Learning
NIPS 2022
EdgeViTs: Competing Light-Weight CNNs on Mobile Devices with Vision Transformers
ECCV 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