Zining Liu

Identifiers

• name variant Zining Liu 0.60 · backfill

Papers (2)

1. DREAM-S: Speculative Decoding with Searchable Drafting and Target-Aware Refinement for Multimodal Generation cs.LG · 2026 · author #1
2. DREAM-R: Multimodal Speculative Reasoning with RL-Based Refined Drafting, Precise Verification, and Fully Parallel Execution cs.AI · 2026 · author #2

Mentions

• 2606.00535 #1 · arxiv_oai · confidence 0.70 Zining Liu
• 2605.28678 #2 · arxiv_oai · confidence 0.70 Zining Liu

Frequent Coauthors

• Bo Bao 2 shared papers
• Eric Sather 2 shared papers
• Sai Qian Zhang 2 shared papers
• Tianhua Xia 2 shared papers
• Vithursan Thangarasa 2 shared papers
• Yunhai Hu 2 shared papers
• Xiangyang Yin 1 shared papers