Guoqing Ma
4 papers · 2025–2026 · 2 conferences · across top CS/AI conferences
Achievements
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🌉
Interdisciplinary Bridge
🐝
Cross-Pollinator
(15)
Conferences
AAAI (2)
ACL (2)
Top co-authors
Keywords
contrastive learning
(1)
reinforcement learning
(1)
domain generalization
(1)
multimodal recommendation
(1)
policy learning
(1)
adversarial training
(1)
domain randomization
(1)
sampling efficiency
(1)
knowledge graph
(1)
video summarization
(1)
modality imbalance
(1)
sequential recommendation
(1)
mixture of expert
(1)
data quality
(1)
visual encoder
(1)
data scarcity
(1)
large language model
(1)
epistemic planning
(1)
neuro-symbolic framework
(1)
data renovation
(1)
Papers
Capturing Dynamic User Interests Under Modality Imbalance for Multimodal Sequential Recommendation
AAAI 2026
RSDA: Restoring Stale Data Affinity via Dynamic Renovation Strategy for Mitigating Data Scarcity
ACL 2026
KCVR: Knowledge-Centric Video Reconstruction for Structured Pedagogical Summarization via Dynamic Graph Planning
ACL 2026
Efficient Reinforcement Learning Through Adaptively Pretrained Visual Encoder
AAAI 2025