Jingyuan Ma
8 papers · 2022–2026 · 5 venues · across top CS/AI venues
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Achievements
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Conference Polyglot · Silver
🌉
Interdisciplinary Bridge · Bronze
🗺️
Taxonomy Completionist
(16)
🐣
Hot Topic Early Bird
🔥
Unstoppable · Bronze
Top co-authors
Research topics
Artificial Intelligence
(6)
Core AI
(6)
Machine Learning
(3)
Deep Learning
(2)
Natural Language Processing
(2)
Learning Types
(2)
Resources & Methods
(2)
Computer Vision
(1)
Analysis
(1)
Learning Paradigms
(1)
Models
(1)
Optimization & Theory · Deep Learning
(1)
Optimization & Theory · Machine Learning
(1)
Keywords
large language model
(5)
in-context learning
(2)
prompt engineering
(2)
natural language processing
(1)
mathematical reasoning
(1)
point cloud
(1)
explainable ai
(1)
visual grounding
(1)
bird's eye view
(1)
object localization
(1)
harmful content
(1)
model pruning
(1)
3d object detection
(1)
semantic similarity
(1)
language model
(1)
prompt generation
(1)
multimodal large language model
(1)
safety evaluation
(1)
red teaming
(1)
reasoning model
(1)
Papers
GroundingME: Exposing the Visual Grounding Gap in MLLMs through Multi-Dimensional Evaluation
CVPR 2026
Large Language Models Struggle with Unreasonability in Math Problems
AAAI 2026
Exploring Activation Patterns of Parameters in Language Models
AAAI 2025
A Survey on In-context Learning
EMNLP 2024
Be a Multitude to Itself: A Prompt Evolution Framework for Red Teaming
EMNLP 2024
ShieldLM: Empowering LLMs as Aligned, Customizable and Explainable Safety Detectors
EMNLP 2024
Clusterformer: Cluster-based Transformer for 3D Object Detection in Point Clouds
ICCV 2023
Towards Comprehensive Representation Enhancement in Semantics-Guided Self-Supervised Monocular Depth Estimation
ECCV 2022