Siqi Ma
8 papers · 2022–2026 · 4 venues · across top CS/AI venues
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Achievements
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🌍
Conference Polyglot · Bronze
🌉
Interdisciplinary Bridge · Bronze
🗺️
Taxonomy Completionist
(19)
🐣
Hot Topic Early Bird
🔥
Unstoppable · Bronze
Venues
Top co-authors
Research topics
Artificial Intelligence
(5)
Machine Learning
(5)
Core AI · Artificial Intelligence
(5)
Computer Vision
(4)
Deep Learning
(4)
Analysis
(3)
Application Areas
(2)
Architectures
(2)
Core AI · Computer Vision
(2)
Core Methods
(2)
Models
(2)
Natural Language Processing
(1)
Applications
(1)
Generation
(1)
Learning Types
(1)
Keywords
differential privacy
(1)
transformer architecture
(1)
vision transformer
(1)
adversarial robustness
(1)
image generation
(1)
computer vision
(1)
visual question answering
(1)
motion estimation
(1)
attention mechanism
(1)
graph representation learning
(1)
question answering
(1)
adversarial training
(1)
object tracking
(1)
deepfake detection
(1)
agent communication
(1)
message passing
(1)
optical flow
(1)
backdoor attack
(1)
generative model
(1)
privacy-preserving machine learning
(1)
Papers
MedLA: A Logic-Driven Multi-Agent Framework for Complex Medical Reasoning with Large Language Models
AAAI 2026
MPAS: Breaking Sequential Constraints of Multi-Agent Communication Topologies via Individual-Epistemic Message Propagation
AAAI 2026
CLIMD: A Curriculum Learning Framework for Imbalanced Multimodal Diagnosis
MICCAI 2025
Visual Agents as Fast and Slow Thinkers
ICLR 2025
Random Entangled Tokens for Adversarially Robust Vision Transformer
CVPR 2024
Private Image Generation With Dual-Purpose Auxiliary Classifier
CVPR 2023
TransFlow: Transformer As Flow Learner
CVPR 2023
DeepFake Disrupter: The Detector of DeepFake Is My Friend
CVPR 2022