5 citations · 6 across the 6 of their papers we have counts for
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cs.AI2026
Paritok-4B: Intent-Conditioned Context Compression for Coding Agents
Jiayu Shi, Luzhuo Chen
Coding agents re-send large file reads and tool outputs to a frontier LLM every turn, and this context dominates their token bill. General-purpose prompt compressors are trained on…
cs.CL2026
An Empirical Cost Attribution of Context-Compression Gateways in Multi-Turn Coding Agents
Luzhuo Chen, Jiayu Shi
Context compression is widely proposed as a way to cut the token bill of LLM coding agents, and public benchmarks report that aggressive compression preserves task-solving quality.…