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Jie-Peng Zhou

HKUST(GZ )

Papers on Lattice

2

Total citations

0

Topics

3

h-index

1

Publication activitypapers/week, last 8 weeks

Research focus

Multimodal Models (2)Reasoning & Chain-of-Thought (2)Tool Use & Agents (2)

Frequent co-authors

Lang Mei (2)Chong Chen (2)Wen-Tao Zhang (2)Huan-Yao Zhang (1)Jia-Ye Lin (1)On-Tai Tang (1)Jing-Tian Hao (1)Mugeng Liu (1)

Papers (2)

Oct 15, 2026

5d 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

Aug 3, 2026

Aug 3, 2026·also Beijing Institute of Petrochemical, HITSZ, Huawei, PKU

DeepVoyager-VL: Incentivizing Vision-in-the-Loop Search for Long-Horizon Multimodal Agents

Visual evidence can now actively drive long-horizon multimodal search, transforming how agents interact with complex information.

Jie-Peng Zhou, Runhao Zhao, Ru Zhao +10