Zining Liu

Papers on Lattice

Total citations

Topics

Publication activitypapers/week, last 8 weeks

Research focus

Multimodal Models (1)Reasoning & Chain-of-Thought (1)RLHF & Preference Learning (1)

Frequent co-authors

Yunhai Hu (1)Xiangyang Yin (1)Tianhua Xia (1)Bo Bao (1)

Papers (1)

May 27, 2026

Yunhai Hu +73w ago·also NYU

DREAM-R: Multimodal Speculative Reasoning with RL-Based Refined Drafting, Precise Verification, and Fully Parallel Execution

Speculative reasoning in multimodal models gets a serious upgrade: DREAM-R achieves significant speedups without compromising accuracy by aligning speculative drafts with target reasoning trajectories via RL.

Yunhai Hu, Zining Liu, Xiangyang Yin +5

Multimodal Models Reasoning & Chain-of-Thought RLHF & Preference Learning

Search

Zining Liu

Publication activitypapers/week, last 8 weeks

Research focus

Frequent co-authors

Papers (1)