erfei cui
4 papers · 2024–2026 · 3 venues · across top CS/AI venues
Authors are matched by name, so researchers who share a name ("Yang Liu", "Wei Wang") appear as a single profile and their paper counts, venues and achievements are combined. How identity is handled.
Achievements
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🌍
Conference Polyglot · Bronze
🌉
Interdisciplinary Bridge · Bronze
👥
Mega-Team · Squad
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Research topics
Keywords
benchmark evaluation
(1)
ensemble learning
(1)
visual question answering
(1)
multimodal learning
(1)
vision-language model
(1)
multimodal large language model
(1)
data quality
(1)
text corpus
(1)
optical character recognition
(1)
cross-modal reasoning
(1)
cognitive hierarchy
(1)
adaptive routing
(1)
quality verification
(1)
audio-visual reasoning
(1)
consensus entropy
(1)
image-text interleaving
(1)
Papers
Consensus Entropy: Harnessing Multi-VLM Agreement for Self-Verifying and Self-Improving OCR
CVPR 2026
HAVE-Bench: Hierarchical Audio-Visual Evaluation from Perception to Interaction
CVPR 2026
OmniCorpus: A Unified Multimodal Corpus of 10 Billion-Level Images Interleaved with Text
ICLR 2025
ControlLLM: Augment Language Models with Tools by Searching on Graphs
ECCV 2024