Guanghui Qin
15 papers · 2018–2026 · 6 venues · across top CS/AI venues
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Achievements
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π£ Hot Topic Early Bird π Conference Polyglot Β· Silver π Academic Marathon Β· Sprint π Interdisciplinary Bridge Β· Silver πΊοΈ Taxonomy Completionist (41)
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Century Club Β· Bronze
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Renaissance Researcher
(5)
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Machine Learning
(9)
Natural Language Processing
(9)
Deep Learning
(7)
Applications
(5)
Resources & Methods
(5)
Artificial Intelligence
(4)
Architectures
(4)
Learning Types Β· Machine Learning
(4)
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(3)
Core Methods
(3)
Generation
(3)
Learning Types Β· Deep Learning
(3)
Optimization & Theory
(3)
Healthcare & Medicine
(2)
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(2)
Keywords
named entity recognition
(3)
transformer model
(2)
semi-hidden markov model
(2)
representation learning
(2)
transformer architecture
(2)
self-supervised learning
(1)
text generation
(1)
probabilistic modeling
(1)
information extraction
(1)
machine translation
(1)
temporal modeling
(1)
attention mechanism
(1)
semantic parsing
(1)
information retrieval
(1)
coreference resolution
(1)
text representation
(1)
automatic speech recognition
(1)
part-of-speech tagging
(1)
legal case retrieval
(1)
medical imaging
(1)
Papers
Masked-Diffusion Autoencoders for 3D Medical Vision Representation Learning
CVPR 2026
OctoMed: Data Recipes for State-of-the-Art Multimodal Medical Reasoning
CVPR 2026
CLERC: A Dataset for U. S. Legal Case Retrieval and Retrieval-Augmented Analysis Generation
NAACL 2025
Streaming Sequence Transduction through Dynamic Compression
ACL 2025
Dodo: Dynamic Contextual Compression for Decoder-only LMs
ACL 2024
Nugget: Neural Agglomerative Embeddings of Text
ICML 2023
The NLP Task Effectiveness of Long-Range Transformers
EACL 2023
Everything Is All It Takes: A Multipronged Strategy for Zero-Shot Cross-Lingual Information Extraction
EMNLP 2021
Learning How to Ask: Querying LMs with Mixtures of Soft Prompts
NAACL 2021
LOME: Large Ontology Multilingual Extraction
EACL 2021
CopyNext: Explicit Span Copying and Alignment in Sequence to Sequence Models
EMNLP 2020
Neural Datalog Through Time: Informed Temporal Modeling via Logical Specification
ICML 2020
Imputing Missing Events in Continuous-Time Event Streams
ICML 2019
Data2Text Studio: Automated Text Generation from Structured Data
EMNLP 2018
Learning Latent Semantic Annotations for Grounding Natural Language to Structured Data
EMNLP 2018