2 papers
cs.CV2026
From "What" to "How": Constrained Reasoning for Autoregressive Image Generation
Ruxue Yan, Xubo Liu, Wenya Guo +3
Autoregressive image generation has seen recent improvements with the introduction of chain-of-thought and reinforcement learning. However, current methods merely specify "What" de…
cs.LG2025
ProDS: Preference-oriented Data Selection for Instruction Tuning
Wenya Guo, Zhengkun Zhang, Xumeng Liu +5
Instruction data selection aims to identify a high-quality subset from the training set that matches or exceeds the performance of the full dataset on target tasks. Existing method…