Jianfeng Ren
13 papers · 2023–2026 · 5 venues · across top CS/AI venues
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Achievements
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π Interdisciplinary Bridge Β· Gold πΊοΈ Taxonomy Completionist (32) π Conference Polyglot Β· Silver π Conference Pioneer π Renaissance Researcher (6)
π
Century Club Β· Bronze
ποΈ
Keyword Collector
(68)
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The Questioner
β‘
Prolific Year Β· Productive
Venues
Top co-authors
Research topics
Artificial Intelligence
(7)
Computer Vision
(7)
Machine Learning
(7)
Core AI Β· Artificial Intelligence
(7)
Learning Types
(5)
Deep Learning
(4)
Core Methods
(4)
Healthcare & Medicine
(3)
Reinforcement Learning
(3)
Clinical
(3)
Core AI Β· Computer Vision
(3)
Methods
(3)
Architectures
(2)
Domain-Specific
(2)
Generation
(2)
Keywords
abstract visual reasoning
(3)
multimodal large language model
(3)
benchmark evaluation
(2)
visual reasoning
(2)
evolutionary reinforcement learning
(2)
attention mechanism
(2)
combinatorial optimization
(2)
jigsaw puzzle solving
(2)
feature learning
(1)
visual question answering
(1)
contrastive learning
(1)
puzzle solving
(1)
chain-of-thought reasoning
(1)
multimodal learning
(1)
video generation
(1)
zero-shot learning
(1)
lesion segmentation
(1)
medical image segmentation
(1)
relational reasoning
(1)
object detection
(1)
Papers
Paper Folding Puzzles: Can Multimodal Large Language Models Perform Spatial Reasoning?
AAAI 2026
SurgCoT: Advancing Spatiotemporal Reasoning in Surgical Videos through a Chain-of-Thought Benchmark
CVPR 2026
X-PCR: A Benchmark for Cross-modality Progressive Clinical Reasoning in Ophthalmic Diagnosis
CVPR 2026
DARR: A Dual-Branch Arithmetic Regression Reasoning Framework for Solving Machine Number Reasoning
AAAI 2025
ERL-MPP: Evolutionary Reinforcement Learning with Multi-head Puzzle Perception for Solving Large-scale Jigsaw Puzzles of Eroded Gaps
AAAI 2025
FineMotion: A Dataset and Benchmark with both Spatial and Temporal Annotation for Fine-grained Motion Generation and Editing
ICCV 2025
MG-MotionLLM: A Unified Framework for Motion Comprehension and Generation across Multiple Granularities
CVPR 2025
SΒ³-Mamba: Small-Size-Sensitive Mamba for Lesion Segmentation
AAAI 2025
Regression Residual Reasoning with Pseudo-labeled Contrastive Learning for Uncovering Multiple Complex Compositional Relations
IJCAI 2024
Scale Optimization Using Evolutionary Reinforcement Learning for Object Detection on Drone Imagery
AAAI 2024
SRE-CNN: A Spatiotemporal Rotation-Equivariant CNN for Cardiac Cine MR Imaging
MICCAI 2024
Hierarchical ConViT with Attention-Based Relational Reasoner for Visual Analogical Reasoning
AAAI 2023
Siamese-Discriminant Deep Reinforcement Learning for Solving Jigsaw Puzzles with Large Eroded Gaps
AAAI 2023