Yongxin Zhu
14 papers · 2022–2025 · 7 venues · across top CS/AI venues
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🐣 Hot Topic Early Bird 🌍 Conference Polyglot · Silver 🌉 Interdisciplinary Bridge · Silver 🗺️ Taxonomy Completionist (38) 🤝 Dynamic Duo (12)
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Research topics
Deep Learning
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Machine Learning
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Artificial Intelligence
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Natural Language Processing
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Core AI · Artificial Intelligence
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Learning Types · Machine Learning
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Computer Vision
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Core AI · Computer Vision
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Keywords
text generation
(3)
large language model
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diffusion model
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image generation
(2)
multimodal learning
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self-supervised learning
(2)
vector quantization
(2)
natural language processing
(1)
embedding space
(1)
continual learning
(1)
speech processing
(1)
named entity recognition
(1)
sequence tagging
(1)
grammatical error correction
(1)
cross-modal learning
(1)
visual question answering
(1)
text representation
(1)
incremental learning
(1)
sentiment classification
(1)
object detection
(1)
Papers
Addressing Representation Collapse in Vector Quantized Models with One Linear Layer
ICCV 2025
Dynamic Prefix as Instructor for Incremental Named Entity Recognition: A Unified Seq2Seq Generation Framework
ACL 2025
HICD: Hallucination-Inducing via Attention Dispersion for Contrastive Decoding to Mitigate Hallucinations in Large Language Models
ACL 2025
Scalable Data Synthesis through Human-like Cognitive Imitation and Data Recombination
EMNLP 2025
Empowering Diffusion Models on the Embedding Space for Text Generation
NAACL 2024
Few-shot Temporal Pruning Accelerates Diffusion Models for Text Generation
COLING 2024
Generative Pre-trained Speech Language Model with Efficient Hierarchical Transformer
ACL 2024
Stabilize the Latent Space for Image Autoregressive Modeling: A Unified Perspective
NeurIPS 2024
Talk With Human-like Agents: Empathetic Dialogue Through Perceptible Acoustic Reception and Reaction
ACL 2024
Visual Hallucination Elevates Speech Recognition
AAAI 2024
DiffS2UT: A Semantic Preserving Diffusion Model for Textless Direct Speech-to-Speech Translation
EMNLP 2023
Locate Then Generate: Bridging Vision and Language with Bounding Box for Scene-Text VQA
AAAI 2023
Span-level Aspect-based Sentiment Analysis via Table Filling
ACL 2023
Sequence-to-Action: Grammatical Error Correction with Action Guided Sequence Generation
AAAI 2022