Xinyu Chen
15 papers · 2023–2026 · 8 venues · across top CS/AI venues
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Achievements
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🌉 Interdisciplinary Bridge · Silver 🗺️ Taxonomy Completionist (43) 🌍 Conference Polyglot · Silver 👥 Mega-Team · Squad 🗃️ Keyword Collector (85)
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Prolific Year · Productive
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Renaissance Researcher
(6)
💎
Century Club · Bronze
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Research topics
Artificial Intelligence
(7)
Deep Learning
(7)
Machine Learning
(7)
Core AI
(6)
Learning Types · Deep Learning
(6)
Natural Language Processing
(5)
Applications
(5)
Core Methods
(3)
Learning Types · Machine Learning
(3)
Optimization & Theory
(3)
Understanding
(3)
Computer Vision
(2)
Application Areas
(2)
Models
(2)
Computer Science
(1)
Keywords
large language model
(2)
vision-language model
(2)
event coreference
(2)
benchmark evaluation
(1)
domain generalization
(1)
variational inference
(1)
conformal prediction
(1)
curriculum learning
(1)
uncertainty quantification
(1)
prototype learning
(1)
visual question answering
(1)
direct preference optimization
(1)
knowledge distillation
(1)
natural language inference
(1)
preference optimization
(1)
question answering
(1)
multimodal learning
(1)
text representation
(1)
test-time adaptation
(1)
ensemble learning
(1)
Papers
A Layer-wise Analysis of Supervised Fine-Tuning
ACL 2026
Cross-domain Dual-stream Feature Disentanglement for Brain Disorder Prediction with Sparsely Labeled PET
CVPR 2026
EVIA: Entropic Variational Inference Auto-encoding
UAI 2026
Incorporating Temporal Coherence to Cross-Document Event Coreference Resolution
ACL 2026
MetaGPT: A Large Vision-Language Model for Meme Metaphor Understanding
AAAI 2026
Minimum-Length Conformal Prediction Sets for Ordinal Classification
AAAI 2026
UniMoE-Audio: Unified Speech and Music Generation with Dynamic-Capacity Mixture-of-Experts
ACL 2026
ZooRoute: Enhancing Cloud-Scale Network Reliability via Candidate Path Provisioning and Overlay Proactive Rerouting
NSDI 2026
Employing Discourse Coherence Enhancement to Improve Cross-Document Event and Entity Coreference Resolution
ACL 2025
Enhancing LLM-Based Social Bot via an Adversarial Learning Framework
EMNLP 2025
Multi-Cache Enhanced Prototype Learning for Test-Time Generalization of Vision-Language Models
ICCV 2025
VideoVista-CulturalLingo: 360° Horizons-Bridging Cultures, Languages, and Domains in Video Comprehension
ACL 2025
Cognitive Visual-Language Mapper: Advancing Multimodal Comprehension with Enhanced Visual Knowledge Alignment
ACL 2024
Optimal Weighted Random Forests
JMLR 2024
Cross-Document Event Coreference Resolution on Discourse Structure
EMNLP 2023