Siqi Ma
8 papers · 2022–2026 · 4 conferences · across top CS/AI conferences
Achievements
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π Cross-Pollinator (15) π Conference Polyglot (3) π Renaissance Researcher (5) π Interdisciplinary Bridge πΊοΈ Taxonomy Completionist (20)
π§
Keyword Pioneer
π£
Hot Topic Early Bird
π₯
Unstoppable
(5)
Conferences
CVPR (4)
AAAI (2)
ICLR (1)
MICCAI (1)
Top co-authors
Keywords
privacy-preserving machine learning
(1)
differential privacy
(1)
transformer architecture
(1)
vision transformer
(1)
adversarial robustness
(1)
image generation
(1)
computer vision
(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)
adversarial defense
(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
Visual Agents as Fast and Slow Thinkers
ICLR 2025
CLIMD: A Curriculum Learning Framework for Imbalanced Multimodal Diagnosis
MICCAI 2025
Random Entangled Tokens for Adversarially Robust Vision Transformer
CVPR 2024
TransFlow: Transformer As Flow Learner
CVPR 2023
Private Image Generation With Dual-Purpose Auxiliary Classifier
CVPR 2023
DeepFake Disrupter: The Detector of DeepFake Is My Friend
CVPR 2022