CL

Changyi Liu

cs.CVcs.AIcs.CLcs.LGcs.MM

On Valency

published · living versions

W_njafcqd3·v1 · currentpublished

VibeVideoBench: Evaluating Multimodal Agents on Code-Driven Video Generation

with Muxi Diao, Wenbin Xu, Lele Yang, Xuyang Ma +19

1 version

Preprints & journals

11 papers in the corpus · 2025–2026

GSM: Efficient Language Modeling with Shared Global State2609.33465v3 · Yunao Zheng, Bin Wen, Xiaojie Wang et al.2026 · 0 citationsarXiv

Lngram v2: Latent N-Gram Memory with Interpretable Discrete Representations2609.03426v2 · Yunao Zheng, Bin Wen, Xiaojie Wang et al.2026 · 0 citationsarXiv

Thinking Beyond Videos: Unifying Video Reasoning and Deep Research for Open-World Video Agents2608.23329v2 · Wenqi Liu, Shijie Ma, Yunxiao Wang et al.2026 · 0 citationsarXiv

VCap: Hypergeometric Rewards for Weak-to-Strong Visual Captioning2605.28023v1 · Xingyu Lu, Jinpeng Wang, Yi-Fan Zhang et al.2026 · 0 citationsarXiv

ContextRL: Enhancing MLLM's Knowledge Discovery Efficiency with Context-Augmented RL2602.22623v1 · Xingyu Lu, Jinpeng Wang, YiFan Zhang et al.2026 · 0 citationsarXiv

UniRef-Image-Edit: Towards Scalable and Consistent Multi-Reference Image Editing2602.14186v1 · Hongyang Wei, Bin Wen, Yancheng Long et al.2026 · 0 citationsarXiv

VideoTemp-o3: Harmonizing Temporal Grounding and Video Understanding in Agentic Thinking-with-Videos2602.07801v4 · Wenqi Liu, Yunxiao Wang, Shijie Ma et al.2026 · 0 citationsarXiv

Joint Reward Modeling: Internalizing Chain-of-Thought for Efficient Visual Reward Models2602.07533v3 · Yankai Yang, Yancheng Long, Hongyang Wei et al.2026 · 0 citationsarXiv

Kwai Keye-VL 1.5 Technical Report2509.01563v3 · Biao Yang, Bin Wen, Boyang Ding et al.2025 · 0 citationsarXiv

Thyme: Think Beyond Images2508.11630v1 · Yi-Fan Zhang, Xingyu Lu, Shukang Yin et al.2025 · 0 citationsarXiv

InstructEngine: Instruction-driven Text-to-Image Alignment2504.10329v2 · Xingyu Lu, Yuhang Hu, YiFan Zhang et al.2025 · 0 citationsarXiv

Career total: 12 works. 11 are in this corpus.

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