Zheng Huang
5 papers · 2023–2026 · 4 venues · across top CS/AI venues
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Achievements
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Conference Polyglot · Bronze
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Interdisciplinary Bridge · Silver
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Taxonomy Completionist
(18)
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Hot Topic Early Bird
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Research topics
Machine Learning
(4)
Artificial Intelligence
(3)
Deep Learning
(2)
Healthcare & Medicine
(2)
Natural Language Processing
(2)
Clinical
(2)
Core AI
(2)
Core Methods
(2)
Optimization & Theory
(2)
Computer Vision
(1)
Application Areas
(1)
Applications
(1)
Architectures
(1)
Domain-Specific
(1)
Generation
(1)
Keywords
federated learning
(1)
interpretability
(1)
stance detection
(1)
named entity recognition
(1)
text generation
(1)
multimodal learning
(1)
privacy-preserving learning
(1)
parkinson's disease
(1)
monte carlo tree search
(1)
generative model
(1)
non-iid data
(1)
medical diagnosis
(1)
facial expression recognition
(1)
misinformation detection
(1)
named entity
(1)
diffusion language model
(1)
disinformation detection
(1)
inference-time scaling
(1)
disentangled representation learning
(1)
parallel generation
(1)
Papers
Diffusion Language Model Inference with Monte Carlo Tree Search
EACL 2026
Breaking Data Silos in Parkinson’s Disease Diagnosis: An Adaptive Federated Learning Approach for Privacy-Preserving Facial Expression Analysis
AAAI 2025
MindLLM: A Subject-Agnostic and Versatile Model for fMRI-to-text Decoding
ICML 2025
Enhancing Size Generalization in Graph Neural Networks through Disentangled Representation Learning
ICML 2024
Support or Refute: Analyzing the Stance of Evidence to Detect Out-of-Context Mis- and Disinformation
EMNLP 2023