Thoughts (Page 1)
- Beyond fixed canvases, a survey of dynamic-length diffusion LLMs A new survey on how fully parallel, bidirectional diffusion language models can decide how long their answer is without giving up what makes them different.
- Latent Oscillator Thompson Sampling accepted at ICAIF My ICAIF 2026 paper on bandits whose rewards rise and fall in recurring but drifting cycles, and on when modelling those cycles actually helps.
- Predict-then-Diffuse accepted at IJCNN Our new IJCNN paper shows how to make diffusion LLMs cheaper and more predictable by estimating response length before generation.