Yuxin Xie
11 papers · 2024–2025 · 8 venues · across top CS/AI venues
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Achievements
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🌍 Conference Polyglot · Silver 🌉 Interdisciplinary Bridge · Silver 🗺️ Taxonomy Completionist (21) 💎 Century Club · Bronze ⚡ Prolific Year · Productive
🚀
Conference Pioneer
Top co-authors
Research topics
Artificial Intelligence
(5)
Machine Learning
(5)
Deep Learning
(4)
Core AI
(4)
Learning Types · Machine Learning
(4)
Speech & Audio
(3)
Natural Language Processing
(2)
Core Methods
(2)
Learning Types · Deep Learning
(2)
Models
(2)
Optimization & Theory
(2)
Synthesis
(2)
Data Science & Analytics
(1)
Analysis
(1)
Application Areas
(1)
Keywords
multimodal learning
(3)
contrastive learning
(3)
audio-text retrieval
(2)
visual hallucination
(2)
vision-language model
(2)
attention mechanism
(1)
prototype learning
(1)
multi-task learning
(1)
multilingual retrieval
(1)
embedding learning
(1)
text reconstruction
(1)
cross-modal learning
(1)
automatic speech recognition
(1)
cross-modal retrieval
(1)
speech synthesis
(1)
semantic alignment
(1)
spoken language understanding
(1)
discrete optimization
(1)
temporal alignment
(1)
multilingual nlp
(1)
Papers
ATRI: Mitigating Multilingual Audio Text Retrieval Inconsistencies by Reducing Data Distribution Errors
ACL 2025
FoleyMaster: High-Quality Video-to-Audio Synthesis via MLLM-Augmented Prompt Tuning and Joint Semantic-Temporal Adaptation
Interspeech 2025
Gradient Inversion Attack in Federated Learning: Exposing Text Data through Discrete Optimization
COLING 2025
SpeechSEC: A Unified Multi-Task Framework for Speech Synthesis, Editing, and Continuation
Interspeech 2025
VASparse: Towards Efficient Visual Hallucination Mitigation via Visual-Aware Token Sparsification
CVPR 2025
Game on Tree: Visual Hallucination Mitigation via Coarse-to-Fine View Tree and Game Theory
EMNLP 2024
GPA: Global and Prototype Alignment for Audio-Text Retrieval
Interspeech 2024
KDProR: A Knowledge-Decoupling Probabilistic Framework for Video-Text Retrieval
ECCV 2024
MaCSC: Towards Multimodal-augmented Pre-trained Language Models via Conceptual Prototypes and Self-balancing Calibration
NAACL 2024
PCAD: Towards ASR-Robust Spoken Language Understanding via Prototype Calibration and Asymmetric Decoupling
ACL 2024
SimTxtSeg: Weakly-Supervised Medical Image Segmentation with Simple Text Cues
MICCAI 2024