50 citations · 73 across the 14 of their papers we have counts for
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cs.AI2026
Governance Decay: How Context Compaction Silently Erases Safety Constraints in Long-Horizon LLM Agents
Shiyang Chen
Modern LLM agents increasingly rely on context compaction, summarization, or eviction to keep long-running sessions within a token budget. We show that this context-management laye…
cs.AI2026
Looking Is Not Picking: An Attention-Segment Account of Tool-Selection Failures in LLM Agents
Shiyang Chen
LLM agents mis-call tools, and the natural guess is that the model failed to see the right tool in a crowded harness. We show the opposite through a lens concurrent work sets aside…
cs.AI2023★ 8 cited
DeepSpeed4Science Initiative: Enabling Large-Scale Scientific Discovery through Sophisticated AI System Technologies
Shuaiwen Leon Song, Bonnie Kruft, Minjia Zhang +89
In the upcoming decade, deep learning may revolutionize the natural sciences, enhancing our capacity to model and predict natural occurrences. This could herald a new era of scient…