Author

Jing-Kai Huang

2 papers indexed here

We haven’t gathered this author’s papers yet. Follow them and we’ll fetch their work.

Not the right person? Other researchers publish under this name.

Preprint Sep 2026

WaveAlign: Cache-Aware Query-Row Scheduling for Sparse Attention in Long-Video Generation

Long-video generation with diffusion transformers (DiTs) produces extremely long token sequences, making attention a dominant inference bottleneck. Dynamic sparse attention reduces computation, but its realized speedup remains limited because irregular query-row execution degrades L2 cache locality and increases HBM tr...

Zi-Jian Dai, Sen-Khoo Han, You-Hui Bai et al. · 0 citations

#artificial intelligence Preprint Sep 2026

Adaptive Self-Consistency: From Black-Box Sampling to Distribution-Valued Feedback

Self-consistency samples many reasoning trajectories and aggregates their final answers, treating the LLM as a black box that returns one answer per trajectory. Yet the final answer of each trajectory is sampled from a softmax vector that is available from the model's log-probabilities. We refer to this as the grey-box...

Jing-Kai Huang, Yun-Fan Zhang, Will Ma et al. · 0 citations