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Li-Yan Liu

Peking University

Papers on Lattice

1

Total citations

0

Topics

3

h-index

1

Publication activitypapers/week, last 8 weeks

Research focus

Multimodal Models (1)Reasoning & Chain-of-Thought (1)Tool Use & Agents (1)

Frequent co-authors

Huan-Yao Zhang (1)Jie-Peng Zhou (1)Jia-Ye Lin (1)On-Tai Tang (1)Jing-Tian Hao (1)Mugeng Liu (1)Ru Peng (1)Run-Xi Peng (1)

Papers (1)

Oct 15, 2026

4d ago·also Tsinghua AI, HKU, HKUST, Huawei +1

MMSearch-OPD: Easy Made Hard, Hard Made Learnable for Long-Horizon Multimodal Search Agents

Targeted data augmentation and joint RL/OPD training unlock significantly stronger long-horizon multimodal search capabilities for agents.

Huan-Yao Zhang, Jie-Peng Zhou, Jia-Ye Lin +10

Multimodal Models Reasoning & Chain-of-Thought Tool Use & Agents