Juncheng Wang

5 papers · 2024–2026 · 4 venues · across top CS/AI venues

Authors are matched by name, so researchers who share a name ("Yang Liu", "Wei Wang") appear as a single profile and their paper counts, venues and achievements are combined. How identity is handled.

Achievements

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🌍 Conference Polyglot · Bronze 🌉 Interdisciplinary Bridge · Silver 🗺️ Taxonomy Completionist (18)

Venues

CVPR (2) AAAI (1) EACL (1) EMNLP (1)

Top co-authors

Chao Xu (3) Shujun WANG (3) Zhe Hu (3) Cheng Yu (2) Lei Shang (2) Yituo Liu (1) Yang Liu (1) Qingyu Song (1) Yuxiang Feng (1) Baigui Sun (1)

Research topics

Deep Learning (3) Machine Learning (3) Models (3) Artificial Intelligence (2) Mathematics & Optimization (2) Speech & Audio (2) Core AI (2) Optimization (2) Optimization & Theory (2) Synthesis (2) Computer Vision (1) Architectures (1) Generation (1) Learning Paradigms (1) Learning Types (1)

Keywords

text-to-audio generation (2) robust optimization (1) gradient-based optimization (1) video generation (1) autoregressive generation (1) multimodal learning (1) convergence analysis (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 Language Model Based Text-to-Audio Generation: Anti-Causally Aligned Collaborative Residual Transformers EMNLP 2025 Synchronized Video-to-Audio Generation via Mel Quantization-Continuum Decomposition CVPR 2025 Towards Robust Learning to Optimize with Theoretical Guarantees CVPR 2024