Yuxin Xie
9 papers · 2024–2025 · 8 conferences · across top CS/AI conferences
Achievements
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π Cross-Pollinator (15) πΊοΈ Taxonomy Completionist (18) π§ Keyword Pioneer π Conference Polyglot (8) π Renaissance Researcher (6)
π
Interdisciplinary Bridge
π
Conference Pioneer
β‘
Prolific Year
(6)
Conferences
ACL (2)
COLING (1)
CVPR (1)
ECCV (1)
EMNLP (1)
INTERSPEECH (1)
MICCAI (1)
NAACL (1)
Top co-authors
Keywords
multimodal learning
(3)
contrastive learning
(3)
audio-text retrieval
(2)
visual hallucination
(2)
vision-language model
(2)
multilingual nlp
(1)
multilingual retrieval
(1)
text reconstruction
(1)
cross-modal learning
(1)
automatic speech recognition
(1)
cross-modal retrieval
(1)
spoken language understanding
(1)
discrete optimization
(1)
pre-trained language model
(1)
decoding strategy
(1)
large vision-language model
(1)
privacy risk
(1)
prototype alignment
(1)
shapley value
(1)
gradient inversion attack
(1)
Papers
VASparse: Towards Efficient Visual Hallucination Mitigation via Visual-Aware Token Sparsification
CVPR 2025
ATRI: Mitigating Multilingual Audio Text Retrieval Inconsistencies by Reducing Data Distribution Errors
ACL 2025
Gradient Inversion Attack in Federated Learning: Exposing Text Data through Discrete Optimization
COLING 2025
GPA: Global and Prototype Alignment for Audio-Text Retrieval
INTERSPEECH 2024
SimTxtSeg: Weakly-Supervised Medical Image Segmentation with Simple Text Cues
MICCAI 2024
PCAD: Towards ASR-Robust Spoken Language Understanding via Prototype Calibration and Asymmetric Decoupling
ACL 2024
MaCSC: Towards Multimodal-augmented Pre-trained Language Models via Conceptual Prototypes and Self-balancing Calibration
NAACL 2024
KDProR: A Knowledge-Decoupling Probabilistic Framework for Video-Text Retrieval
ECCV 2024
Game on Tree: Visual Hallucination Mitigation via Coarse-to-Fine View Tree and Game Theory
EMNLP 2024