Xue Xia
5 papers · 2020–2026 · 3 venues · across top CS/AI venues
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Achievements
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Conference Polyglot Β· Bronze
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Academic Marathon Β· Sprint
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Interdisciplinary Bridge Β· Bronze
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Taxonomy Completionist
(13)
β
The Questioner
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Research topics
Keywords
benchmark evaluation
(1)
visual question answering
(1)
chain-of-thought reasoning
(1)
code generation
(1)
llm evaluation
(1)
fault detection
(1)
state space model
(1)
multimodal large language model
(1)
single-cell rna sequencing
(1)
cell type annotation
(1)
multilingual benchmark
(1)
test case generation
(1)
roadside perception
(1)
large language model
(1)
fault coverage
(1)
foundation model evaluation
(1)
intelligent transportation system
(1)
algorithm problem
(1)
batch integration
(1)
traffic reasoning
(1)
Papers
MMSciCode: Real-world Evaluation of Multilingual Multi-Discipline Scientific Research Coding
ACL 2026
PanFoMa: A Lightweight Foundation Model and Benchmark for Pan-Cancer
AAAI 2026
RoadSceneVQA: Benchmarking Visual Question Answering in Roadside Perception Systems for Intelligent Transportation System
AAAI 2026
Can LLMs Generate High-Quality Test Cases for Algorithm Problems? TestCase-Eval: A Systematic Evaluation of Fault Coverage and Exposure
ACL 2025
Deep Cross-species Feature Learning for Animal Face Recognition via Residual Interspecies Equivariant Network
ECCV 2020