7 citations · 13 across the 11 of their papers we have counts for
3 papers · 1 filter
HyScale: Scaling Long-Context Training for Learned Sparse Attention
Yangsheng Deng, Yangshen Deng, Xinjing Huang +11
We present HyScale, a long-context training system for learned sparse attention. Learned sparse attention is a promising architecture for million-token contexts, widely adopted in…
Ryze: Evidence-Enriched Data Synthesis from Biomedical Papers
Yeqi Huang, Yue Chen, Yanwei Ye +2
General-purpose VLMs remain unreliable for biomedical research because valid answers in scientific papers depend on evidence split across figures, tables, charts, captions, and ref…
Do Agents Know What They Can't Do? Evaluating Feasibility Awareness in Tool-Using Agents
Liang Cheng, Mingsheng Cai, Jiuming Jiang +1
Tool-using agents often incur substantial computational cost due to long reasoning chains and iterative tool usage. In practical scenarios, many tasks become infeasible under const…