25 citations · 25 across the 1 of their papers we have counts for
3 papers
cs.AI2026
Eliciting Self-Verification in Multimodal Reasoning Agents with Reinforcement Learning
Vishwas Sathish, Viresh Ranjan, Xinliang Zhu +2
Reasoning agents increasingly rely on external tools such as web search to answer complex queries. Reinforcement learning (RL) finetuning algorithms such as GRPO have improved long…
cs.CV2024★ 2 cited
Leveraging Large Language Models for Multimodal Search
Oriol Barbany, Michael Huang, Xinliang Zhu +1
Multimodal search has become increasingly important in providing users with a natural and effective way to ex-press their search intentions. Images offer fine-grained details of th…
cs.LG2014★ 25 cited
10,000+ Times Accelerated Robust Subset Selection (ARSS)
Feiyun Zhu, Bin Fan, Xinliang Zhu +3
Subset selection from massive data with noised information is increasingly popular for various applications. This problem is still highly challenging as current methods are general…