Juncheng Wang
5 papers · 2024–2026 · 4 conferences · across top CS/AI conferences
Achievements
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π Conference Polyglot (3) π Renaissance Researcher (6) π Interdisciplinary Bridge πΊοΈ Taxonomy Completionist (20) π§ Keyword Pioneer
π
Cross-Pollinator
(9)
Conferences
CVPR (2)
AAAI (1)
EACL (1)
EMNLP (1)
Top co-authors
Research topics
Keywords
text-to-audio generation
(2)
robust optimization
(1)
gradient-based optimization
(1)
video generation
(1)
autoregressive generation
(1)
convergence analysis
(1)
multi-modal learning
(1)
neural network optimization
(1)
out-of-distribution generalization
(1)
dynamic regret
(1)
online convex optimization
(1)
diffusion model
(1)
language model
(1)
autoregressive decoding
(1)
constraint violation
(1)
learning to optimize
(1)
guided decoding
(1)
audio synthesis
(1)
mel spectrogram
(1)
residual vector quantization
(1)
Papers
Guided by the Plan: Enhancing Faithful Autoregressive Text-to-Audio Generation with Guided Decoding
EACL 2026
Doubly-Bounded Queue for Constrained Online Learning: Keeping Pace with Dynamics of Both Loss and Constraint
AAAI 2025
Synchronized Video-to-Audio Generation via Mel Quantization-Continuum Decomposition
CVPR 2025
Language Model Based Text-to-Audio Generation: Anti-Causally Aligned Collaborative Residual Transformers
EMNLP 2025
Towards Robust Learning to Optimize with Theoretical Guarantees
CVPR 2024