Sumin An
3 papers · 2025–2026 · 3 venues · across top CS/AI venues
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Achievements
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🌍
Conference Polyglot · Bronze
🌉
Interdisciplinary Bridge · Bronze
Top co-authors
Research topics
Keywords
multi-hop reasoning
(2)
information retrieval
(1)
efficient inference
(1)
synthetic data generation
(1)
vision-language model
(1)
reasoning trace
(1)
context injection
(1)
cross-modal reasoning
(1)
large language model
(1)
graph-based reasoning
(1)
topic-specific subgraph
(1)
global sensemaking
(1)
recurrent compression
(1)
long-form context
(1)
question answering
(1)
query-dependent modeling
(1)
Papers
CRIT: Graph-Based Automatic Data Synthesis to Enhance Cross-Modal Multi-Hop Reasoning
CVPR 2026
LCIRC: A Recurrent Compression Approach for Efficient Long-form Context and Query Dependent Modeling in LLMs
NAACL 2025
ReTAG: Retrieval-Enhanced, Topic-Augmented Graph-Based Global Sensemaking
EMNLP 2025