Author

Ying-Da Chen

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Preprint Sep 2026

DiffSynth-Music: Audio-Conditioned KV-Cache Adapters for Controllable Music Generation

DiffSynth-Music is introduced, a framework that adds composable audio conditioning to a music synthesis backbone through layer-wise key-value injection and releases the three template models, Control, Prosody, and Reference, to support research and creative applications in controllable music generation.

Zhong-Jie Duan, Sheng-Chuan Gao, Hong Zhang et al. · 0 citations

#artificial intelligence Preprint Sep 2026

EntroPack: Fast and Accurate Entropy-Coded Weight Compression at Arbitrary Bitrates

EntroPack is presented, an entropy-coded weight compressor that supports arbitrary target bitrates without activation calibration or fine-tuning, and achieves substantially lower weight and denoiser output errors than fixed-width formats at comparable storage rates, with modest denoising-step overhead.

Hong Zhang, Zhong-Jie Duan, Ying-Da Chen · 0 citations

Preprint Aug 2026

LENS: In-Context Search via Latent Evidence Exploration over Dynamic Raw Documents

This work formulate in-context search as Budgeted Evidence Localization over a latent evidence space induced by dynamic raw documents and propose LENS (Latent Evidence Exploration and Search), an index-free framework that is query-ready after corpus changes, needs no preprocessing or persistent index, and preserves sou...

Xingjun Wang, Gongsheng Li, Qingxin Fan et al. · 0 citations