Honggang Chen
4 papers · 2025–2026 · 2 venues · across top CS/AI venues
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Achievements
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Conference Polyglot · Bronze
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Research topics
Keywords
token compression
(2)
multimodal learning
(1)
computational efficiency
(1)
vision-language model
(1)
multimodal large language model
(1)
inference efficiency
(1)
large vision-language model
(1)
inference acceleration
(1)
multimodal understanding
(1)
recommender system
(1)
model efficiency
(1)
token reduction
(1)
flops reduction
(1)
large language model
(1)
item embedding
(1)
token dropping
(1)
knowledge adaptation
(1)
visual token processing
(1)
catastrophic forgetting
(1)
twin-tower architecture
(1)
Papers
Filter, Correlate, Compress: Training-Free Token Reduction for MLLM Acceleration
AAAI 2026
Global Compression Commander: Plug-and-Play Inference Acceleration for High-Resolution Large Vision-Language Models
AAAI 2026
Variation-aware Vision Token Dropping for Faster Large Vision-Language Models
CVPR 2026
LEARN: Knowledge Adaptation from Large Language Model to Recommendation for Practical Industrial Application
AAAI 2025