Shuangwu Chen
5 papers · 2025–2026 · 2 venues · across top CS/AI venues
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Achievements
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🌍
Conference Polyglot · Bronze
🌉
Interdisciplinary Bridge · Bronze
🗺️
Taxonomy Completionist
(13)
⭐
Rising Star
(5)
Top co-authors
Research topics
Keywords
table pruning
(2)
table question answering
(2)
sql generation
(1)
model fine-tuning
(1)
multimodal large language model
(1)
attention head
(1)
retrieval-augmented generation
(1)
inference throughput
(1)
kv cache
(1)
data synthesis
(1)
inference latency
(1)
database query
(1)
visual token pruning
(1)
open-source model
(1)
tabular reasoning
(1)
large language model
(1)
parallel search
(1)
sql reasoning
(1)
model compression
(1)
speculative model
(1)
Papers
HAWK: Head Importance-Aware Visual Token Pruning in Multimodal Models
CVPR 2026
Rethinking Table Pruning in TableQA: From Sequential Revisions to Gold Trajectory-Supervised Parallel Search
ACL 2026
SpecCache: Speculative KV Cache Reuse for Efficient RAG Serving
ACL 2026
When TableQA Meets Noise: A Dual Denoising Framework for Complex Questions and Large-scale Tables
ACL 2026
SQLForge: Synthesizing Reliable and Diverse Data to Enhance Text-to-SQL Reasoning in LLMs
ACL 2025