SAT: Balancing Reasoning Accuracy and Efficiency with Stepwise Adaptive Thinking (2026 · 3 citations)
Large Reasoning Models often "overthink" and produce long chains of thought even for simple problems. Existing remedies are either coarse, such as prompting, routing, or token budgeting, or apply one uniform rule to every step, such as early stopping or suppressing reflection. Both kinds can cut away steps that…
PersonalAlign: Hierarchical Implicit Intent Alignment for Personalized GUI Agent with Long-Term User-Centric Records (2026 · 2 citations)
GUI agents usually assume that users give complete, explicit instructions. Real users often leave out details they consider obvious from past behaviour. This paper defines a new task, PersonalAlign, which treats implicit intent as hierarchical. At the first level, the agent fills in omitted preferences in vague…
Resonating with RoPE: Spectral Quantization for High-Fidelity Key Cache Compression (2026)
In long-context LLM inference, the KV cache grows linearly with sequence length and can outweigh the model weights in memory.

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Papers of our library cite their works 5 times (of the 149,439 papers whose bibliographies we read); 3 citing papers with a page here →.

Updated 1 November 2026