Author

Xiaoyue Duan

2 papers indexed here

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#artificial intelligence Preprint Sep 2026

Summarize Before Grounding: Query-Guided Chunk Condensation for Long-Video Temporal Grounding

This paper proposes a ``summarize before grounding''framework (named ``SumGround'') for long-video temporal grounding, and introduces query-guided latent summaries, which is represented as KV states of query-guided prompts, to compress redundant visual tokens into compact query-relevant chunk summaries.

Nan-Xing Hu, Xiao-Yue Duan, Qi-Wei Yan et al. · 0 citations

Review Jul 2026

Qwen-Audio-3.0-Gen-Preview Technical Report

Qwen-Audio-3.0-Gen-Preview is presented, a unified non-autoregressive framework that uses a Diffusion Transformer and a shared variational autoencoder (VAE) to generate the complete mixed waveform and demonstrates the potential of unified generation for temporally structured audio without task-specific branches.

Jun-Yu Dai, Xiao-Yue Duan, Xin-Yu Fan et al. · 2 citations