Xiaoxin Chen
17 papers · 2013–2026 · 10 venues · across top CS/AI venues
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🏃 Academic Marathon · Half 🌉 Interdisciplinary Bridge · Silver 🗺️ Taxonomy Completionist (35) 🌍 Conference Polyglot · Gold 👥 Mega-Team · Squad
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multimodal large language model
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large language model
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reinforcement learning
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mobile deployment
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vision-language model
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text classification
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model compression
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image restoration
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attention mechanism
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image segmentation
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knowledge transfer
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weakly supervised learning
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chain-of-thought reasoning
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model quantization
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instruction following
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instance segmentation
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video understanding
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transfer learning
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document parsing
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Papers
LENS: Learning to Segment Anything with Unified Reinforced Reasoning
AAAI 2026
VideoChat-M1: Collaborative Policy Planning for Video Understanding via Multi-Agent Reinforcement Learning
CVPR 2026
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
ControlAR: Controllable Image Generation with Autoregressive Models
ICLR 2025
Data Quality Enhancement on the Basis of Diversity with Large Language Models for Text Classification: Uncovered, Difficult, and Noisy
COLING 2025
EdgeInfinite: A Memory-Efficient Infinite-Context Transformer for Edge Devices
ACL 2025
GenieBlue: Integrating both Linguistic and Multimodal Capabilities for Large Language Models on Mobile Devices
ICCV 2025
GroundingSuite: Measuring Complex Multi-Granular Pixel Grounding
ICCV 2025
GTA: Supervised-Guided Reinforcement Learning for Text Classification with Large Language Models
EMNLP 2025
Predictive Data Selection: The Data That Predicts Is the Data That Teaches
ICML 2025
SmartBench: Is Your LLM Truly a Good Chinese Smartphone Assistant?
EMNLP 2025
A Learning Rate Path Switching Training Paradigm for Version Updates of Large Language Models
EMNLP 2024
DocReal: Robust Document Dewarping of Real-Life Images via Attention-Enhanced Control Point Prediction
WACV 2024
Real-Time Image Demoir$\acute{e}$ing on Mobile Devices
ICLR 2023
Weakly-Supervised Instance Segmentation via Class-Agnostic Learning With Salient Images
CVPR 2021
Using the Web to Train a Mobile Device Oriented Japanese Input Method Editor
IJCNLP 2013