Xiaoyu Shen
- Papers
- 21
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Authored papers
21HiDrop: Hierarchical Vision Token Reduction in MLLMs via Late Injection, Concave Pyramid Pruning, and Early Exit
arXiv 2026
ViCA: Efficient Multimodal LLMs with Vision-Only Cross-Attention
arXiv 2026
Speak While Watching: Unleashing TRUE Real-Time Video Understanding Capability of Multimodal Large Language Models
arXiv 2026
UTPTrack: Towards Simple and Unified Token Pruning for Visual Tracking
arXiv 2026
Reasoning Beyond Language: A Comprehensive Survey on Latent Chain-of-Thought Reasoning
arXiv 2025
Multi-Layer Visual Feature Fusion in Multimodal LLMs: Methods, Analysis, and Best Practices
CVPR 2025 1
LLM as Effective Streaming Processor: Bridging Streaming-Batch Mismatches with Group Position Encoding
arXiv 2025
LLaSO: A Foundational Framework for Reproducible Research in Large Language and Speech Model
arXiv 2025
MultiConIR: Towards multi-condition Information Retrieval
arXiv 2025
Auto-SLURP: A Benchmark Dataset for Evaluating Multi-Agent Frameworks in Smart Personal Assistant
arXiv 2025
Unveiling the Key Factors for Distilling Chain-of-Thought Reasoning
arXiv 2025
InternLM-Law: An Open Source Chinese Legal Large Language Model
arXiv 2024
Fine-Grained and Multi-Dimensional Metrics for Document-Level Machine Translation
arXiv 2024
The Accuracy Paradox in RLHF: When Better Reward Models Don't Yield Better Language Models
arXiv 2024
MC-CoT: A Modular Collaborative CoT Framework for Zero-shot Medical-VQA with LLM and MLLM Integration
arXiv 2024
xPQA: Cross-Lingual Product Question Answering across 12 Languages
arXiv 2023
A Comprehensive Evaluation of Parameter-Efficient Fine-Tuning on Software Engineering Tasks
arXiv 2023
SIB-200: A Simple, Inclusive, and Big Evaluation Dataset for Topic Classification in 200+ Languages and Dialects
arXiv 2023
Logical Fallacy Detection
arXiv 2022
MDIA: A Benchmark for Multilingual Dialogue Generation in 46 Languages
arXiv 2022
A Few Thousand Translations Go a Long Way! Leveraging Pre-trained Models for African News Translation
NAACL 2022 7
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