Xudong Lu
13 papers · 2023–2025 · 7 venues · across top CS/AI venues
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Keywords
multimodal large language model
(3)
quantum architecture search
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parameter-efficient fine-tuning
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multimodal learning
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mobile deployment
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software engineering
(1)
mathematical reasoning
(1)
benchmark evaluation
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efficient inference
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instruction following
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formal verification
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semantic space
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transfer learning
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variational quantum algorithm
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memory optimization
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neural architecture search
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document parsing
(1)
inference efficiency
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parameter efficiency
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action recognition
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Papers
Adaptive Markup Language Generation for Contextually-Grounded Visual Document Understanding
CVPR 2025
BlueLM-V-3B: Algorithm and System Co-Design for Multimodal Large Language Models on Mobile Devices
CVPR 2025
CodeV: Issue Resolving with Visual Data
ACL 2025
GenieBlue: Integrating both Linguistic and Multimodal Capabilities for Large Language Models on Mobile Devices
ICCV 2025
Rethinking and Improving Autoformalization: Towards a Faithful Metric and a Dependency Retrieval-based Approach
ICLR 2025
SmartBench: Is Your LLM Truly a Good Chinese Smartphone Assistant?
EMNLP 2025
ThinK: Thinner Key Cache by Query-Driven Pruning
ICLR 2025
From Isolated Islands to Pangea: Unifying Semantic Space for Human Action Understanding
CVPR 2024
Not All Experts are Equal: Efficient Expert Pruning and Skipping for Mixture-of-Experts Large Language Models
ACL 2024
SPP: Sparsity-Preserved Parameter-Efficient Fine-Tuning for Large Language Models
ICML 2024
ZoLA: Zero-Shot Creative Long Animation Generation with Short Video Model
ECCV 2024
QAS-Bench: Rethinking Quantum Architecture Search and A Benchmark
ICML 2023
QuantumDARTS: Differentiable Quantum Architecture Search for Variational Quantum Algorithms
ICML 2023