Ziyu Ma
4 papers · 2025–2026 · 3 venues · across top CS/AI venues
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Achievements
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Conference Polyglot · Bronze
🌉
Interdisciplinary Bridge · Silver
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Taxonomy Completionist
(13)
Top co-authors
Research topics
Keywords
reinforcement learning
(2)
in-context learning
(1)
chain-of-thought reasoning
(1)
document retrieval
(1)
model interpretability
(1)
task vector
(1)
long video understanding
(1)
spatial-temporal modeling
(1)
video question answering
(1)
attention knockout
(1)
video large language model
(1)
large language model
(1)
large language model agent
(1)
document retrieval system
(1)
key frame retrieval
(1)
iterative information augmentation
(1)
activation clustering
(1)
task synthesis
(1)
sensitivity-aware insertion
(1)
mutual evolution
(1)
Papers
An Empirical Study on How Video-LLMs Answer Video Questions
CVPR 2026
CoEvolve: Training LLM Agents via Agent-Data Mutual Evolution
ACL 2026
Where and What Matters: Sensitivity-Aware Task Vectors for Many-Shot Multimodal In-Context Learning
AAAI 2026
DrVideo: Document Retrieval Based Long Video Understanding
CVPR 2025