Yuxin Huang
22 papers · 2019–2026 · 8 venues · across top CS/AI venues
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Achievements
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π Interdisciplinary Bridge Β· Silver π Academic Marathon Β· Sprint π Conference Polyglot Β· Silver π£ Hot Topic Early Bird πΊοΈ Taxonomy Completionist (51)
π§¬
Topic Evolution
π€
Dynamic Duo
(15)
ποΈ
Keyword Collector
(129)
π₯
Unstoppable Β· Bronze
β‘
Prolific Year Β· Prolific
π
Renaissance Researcher
(9)
π
Century Club Β· Bronze
Top co-authors
Research topics
Artificial Intelligence
(13)
Machine Learning
(12)
Core AI
(12)
Natural Language Processing
(10)
Deep Learning
(7)
Applications
(7)
Speech & Audio
(5)
Resources & Methods
(5)
Application Areas
(4)
Core Methods
(4)
Learning Paradigms
(4)
Learning Types Β· Deep Learning
(4)
Learning Types Β· Machine Learning
(4)
Synthesis
(4)
Architectures
(3)
Keywords
neural network
(2)
representation learning
(2)
gender bia
(2)
graph neural network
(2)
domain adaptation
(2)
transfer learning
(2)
dependency parsing
(2)
cross-lingual parsing
(2)
cross-lingual dependency parsing
(2)
large language model
(2)
speech representation
(2)
mutual information
(2)
speech synthesis
(1)
relation extraction
(1)
imitation learning
(1)
multilingual nlp
(1)
machine translation
(1)
multi-task learning
(1)
contrastive learning
(1)
optimal transport
(1)
Papers
Consensus-Aligned Neuron Efficient Fine-Tuning Large Language Models for Multi-Domain Machine Translation
AAAI 2026
ReconVLA: Reconstructive Vision-Language-Action Model as Effective Robot Perceiver
AAAI 2026
Recurrent Reasoning with Vision-Language Models for Estimating Long-Horizon Embodied Task Progress
CVPR 2026
SageLM: A Multi-aspect and Explainable Large Language Model for Speech Judgement
AAAI 2026
3R: Enhancing Sentence Representation Learning via Redundant Representation Reduction
EMNLP 2025
A Mixed-Language Multi-Document News Summarization Dataset and a Graphs-Based Extract-Generate Model
NAACL 2025
Dynamic Syntactic Feature Filtering and Injecting Networks for Cross-lingual Dependency Parsing
AAAI 2025
GRPO-Guided Modality Selection Enhanced LoRA-Tuned LLMs for Multimodal Emotion Recognition
EMNLP 2025
Leveraging Unit Language Guidance to Advance Speech Modeling in Textless Speech-to-Speech Translation
ACL 2025
Memory-enhanced Large Language Model for Cross-lingual Dependency Parsing via Deep Hierarchical Syntax Understanding
EMNLP 2025
Multilingual Generative Retrieval via Cross-lingual Semantic Compression
EMNLP 2025
SECodec: Structural Entropy-based Compressive Speech Representation Codec for Speech Language Models
AAAI 2025
Self-Aligning Depth-Regularized Radiance Fields for Asynchronous RGB-D Sequences
WACV 2025
Topology-Aware Gated Graph Neural Network for Social Bot Detection
IJCNLP 2025
DGSRN: Noise-Robust Speech Recognition Method with Dual-Path Gated Spectral Refinement Network
Interspeech 2024
Integrating Speech Self-Supervised Learning Models and Large Language Models for ASR
Interspeech 2024
Representation Alignment and Adversarial Networks for Cross-lingual Dependency Parsing
EMNLP 2024
Layer-wise Fusion with Modality Independence Modeling for Multi-modal Emotion Recognition
ACL 2023
Non-parallel Accent Transfer based on Fine-grained Controllable Accent Modelling
EMNLP 2023
PaddleSpeech: An Easy-to-Use All-in-One Speech Toolkit
NAACL 2022
Towards Understanding Gender Bias in Relation Extraction
ACL 2020
Mitigating Gender Bias in Natural Language Processing: Literature Review
ACL 2019