Xiaohuan Zhou
4 papers · 2022–2026 · 2 venues · across top CS/AI venues
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Achievements
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🌍
Conference Polyglot · Bronze
🐣
Hot Topic Early Bird
🌉
Interdisciplinary Bridge · Silver
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Taxonomy Completionist
(14)
Venues
Top co-authors
Research topics
Deep Learning
(4)
Artificial Intelligence
(3)
Machine Learning
(3)
Speech & Audio
(3)
Core AI
(3)
Recognition
(3)
Natural Language Processing
(2)
Learning Types · Machine Learning
(2)
Techniques
(2)
Applications
(1)
Architectures
(1)
Core Methods
(1)
Learning Paradigms
(1)
Learning Types · Deep Learning
(1)
Models
(1)
Keywords
large language model
(2)
multi-task learning
(1)
self-supervised learning
(1)
speech recognition
(1)
speech processing
(1)
multimodal learning
(1)
automatic speech recognition
(1)
instruction following
(1)
spoken language understanding
(1)
mandarin speech
(1)
boundary detection
(1)
slot filling
(1)
encoder-decoder pre-training
(1)
phoneme modality
(1)
audio-language model
(1)
data mixing
(1)
limited generation
(1)
generative comprehension
(1)
influence ranking
(1)
benchmark evaluation
(1)
Papers
TiKMiX: Efficient Semi-Dynamic Data Mixture via Data Influence for LLM Pre-training
ACL 2026
AIR-Bench: Benchmarking Large Audio-Language Models via Generative Comprehension
ACL 2024
MMSpeech: Multi-modal Multi-task Encoder-Decoder Pre-training for speech recognition
Interspeech 2023
Speech2Slot: A Limited Generation Framework with Boundary Detection for Slot Filling from Speech
Interspeech 2022