LZ

Liuzhou Zhang

cs.CVcs.AI

On Valency

published · living versions

W_9bfw4gjt·v1 · currentpublished

Dual Exam: Controlled Evaluation of Multimodal Agents and World Models

with Zhefan Rao, Meng Chu, Xuan Zhang, Jingfan Chen +78

1 version

Preprints & journals

3 papers in the corpus · 2026

OPIS: An Input-Grounded Benchmark for Multi-Object Memory in Video World Models2609.35052v2 · Hao Wang, Tao Yu, Liuzhou Zhang et al.2026 · 0 citationsarXiv

ForgeWM: Progressive Causal Training for Few-Step Action-Conditioned Video World Models2608.14022v1 · Xinye Li, Lingshuai Lin, Lei Wang et al.2026 · 0 citationsarXiv

FlashSign: Pose-Free Guidance for Efficient Sign Language Video Generation2603.27915v1 · Liuzhou Zhang, Zeyu Zhang, Biao Wu et al.2026 · 0 citationsarXiv

Career total: 5 works. 3 are in this corpus.

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