2 papers
cs.CL2026
LiveMem: Maintaining Memory State Continuity in Long-Running LLM Inference
Zhichen Liu, Ruihan Sun, Hengjie Yang +4
Long-running assistants and agents consume interaction streams that eventually outgrow the context. Existing context retention, summarization, and retrieval preserve access to sele…
cs.CL2026
WaveDetect: Robust Framework for Machine-Generated Text Detection via Wavelet Transform
Zhichen Liu, Kaitong Qin, Linhan He +1
As Large Language Models asymptotically approach human-level fluency in natural language generation, solely relying on surface-level semantic artifacts for detecting LLM-generated…