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Home/Authors/Zheng Xu

Zheng Xu

2 indexed papers

Recent (6 mo)
2
With code
0
Influential cites
0
Benchmarked
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Publications per year

2
26

Top categories

Vision×1ML×1AI×1

Frequent co-authors

Like Liu1×
Zhengzheng Xu1×
Haitao He1×
Hongzhe Li1×
Shuchang Zhang1×
Dian Shao1×

Research Timeline

2026
In-Context Reward Adaptation for Robust Preference Modeling

The paper proposes In-Context Reward Adaptation, a transformer-based framework that uses in-context learning and auxiliary signals (like human response time) to robustly model diverse and unseen human preferences for better AI alignment.

Knowing the Self, Understanding the World: A Dual-Cognition Benchmark for UAV Spatio-temporal Reasoning with MLLMs

The paper introduces UAV-DualCog, a benchmark for evaluating multimodal large language models in UAV scenarios for joint self-state and environment-state reasoning.

Highlighted terms show continued research focus across papers

Papers

cs.CVEmpiricalRecentJul 17, 2026

Knowing the Self, Understanding the World: A Dual-Cognition Benchmark for UAV Spatio-temporal Reasoning with MLLMs

Like Liu, Zhengzheng Xu, Haitao He, Hongzhe Li +2 more

The paper introduces UAV-DualCog, a benchmark for evaluating multimodal large language models in UAV scenarios for joint self-state and environment-state reasoning.

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cs.LGcs.AIRecentMay 28, 2026

In-Context Reward Adaptation for Robust Preference Modeling

Zhenyu Sun, Zheng Xu, Ermin Wei

The paper proposes In-Context Reward Adaptation, a transformer-based framework that uses in-context learning and auxiliary signals (like human response time) to robustly model diverse and unseen human…

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