TG
Tingting Gao
cs.CVcs.AIcs.CLcs.IRcs.LGcs.MMcs.RO
On Valency
published · living versionsW_njafcqd3·v1 · currentpublished
VibeVideoBench: Evaluating Multimodal Agents on Code-Driven Video Generation
with Muxi Diao, Wenbin Xu, Lele Yang, Xuyang Ma +19
1 version
W_z323wazn·v1published
Preprints & journals
34 papers in the corpus · 2025–2026OmniSimulator: Aligning Small Language Models for Authentic Heterogeneous Behavior Modeling2610.29472v1 · Jiawei Chen, Ruoxi Xu, Boxi Cao et al.2026 · 0 citationsarXivon Valency
JoyInside-VLM-Agent: Product-Conditioned Multimodal Policy Learning for Embodied Agents2610.12957v1 · Gangyi Li, LuYao Wang, Jingfu Sun et al.2026 · 0 citationsarXiv
Sprout: Building Dynamic Memory While Reasoning for Agentic Video Understanding2609.35497v1 · Wei Chen, Xuanyu Zheng, Yancheng Long et al.2026 · 0 citationsarXiv
GSM: Efficient Language Modeling with Shared Global State2609.33465v3 · Yunao Zheng, Bin Wen, Xiaojie Wang et al.2026 · 0 citationsarXiv
Scaling Articulated Rationales for MLLM-based Recommendation2609.17639v2 · Haoke Xiao, Yueyang Liu, Yuhui Zhang 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
Step Back to Move Forward: Reflection-Aware Preference Optimization for Visual Generation2609.04282v1 · Junlong Wu, Jiuzhou Lin, Jia Sun et al.2026 · 0 citationsarXiv
Joint Alignment and Distillation for Video Generation via Sample-Guided Distribution Matching2609.04283v1 · Jiuzhou Lin, Junlong Wu, Fei Zuo 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
TextRefine: Improving Textual Fidelity, Spatial Placement, and Glyph Rendering for Text Editing in Product Posters2608.19637v1 · Honglie Wang, Jia Sun, Zijun Li et al.2026 · 0 citationsarXiv
From Reasoning Depth to Reasoning Breadth: Evaluating Multi-Point Associative Reasoning in Large Language Models2608.10444v2 · Si'an Xie, Jiaxun Liu, Biao Yang et al.2026 · 0 citationsarXiv
PraMem: Practice-derived Experiential Memory for Long-horizon Behavior Prediction2607.02881v1 · Zhuoqun Li, Boxi Cao, Jiawei Chen et al.2026 · 0 citationsarXiv
DetailAnywhere: Fashion Detail Generation via Cross-Modal Feature Alignment Distillation2607.02220v2 · Zijun Li, Yimin Zhou, Jia Sun et al.2026 · 0 citationsarXiv
DELTAVID: Enhancing Fine-Grained Spatiotemporal Perception with Cross-Video Differences2607.02551v1 · Yankai Yang, Yancheng Long, Bin Wen et al.2026 · 0 citationsarXiv
SpatialFlow-GRPO: Where Spatial Credit Drives Image Editing2606.26872v2 · Yankai Yang, Yancheng Long, Wei Chen et al.2026 · 0 citationsarXiv
LaME: Learning to Think in Latent Space for Multimodal Embedding via Information Bottleneck2606.13061v3 · Peixi Wu, Biao Yang, Feipeng Ma et al.2026 · 0 citationsarXiv
OneReason Technical Report2606.06260v1 · OneRec Team, Biao Yang, Boyang Ding et al.2026 · 0 citationsarXiv
ROVER: Routing Object-Centric Visual Evidence for Grounded Multi-Image Reasoning2605.27959v2 · Guannan Lv, Ren Nie, Hongjian Dou 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
MetaphorVU: Towards Metaphorical Video Understanding2605.25461v1 · Zhuoqun Li, Boxi Cao, Guiping Jiang et al.2026 · 0 citationsarXiv
Towards Real-world Human Behavior Simulation: Benchmarking Large Language Models on Long-horizon, Cross-scenario, Heterogeneous Behavior Traces2604.08362v3 · Jiawei Chen, Ruoxi Xu, Boxi Cao et al.2026 · 0 citationsarXiv
OmniDiT: Extending Diffusion Transformer to Omni-VTON Framework2603.19643v2 · Weixuan Zeng, Pengcheng Wei, Huaiqing Wang et al.2026 · 0 citationsarXiv
DIVA-GRPO: Enhancing Multimodal Reasoning through Difficulty-Adaptive Variant Advantage2603.01106v1 · Haowen Gao, Zhenyu Zhang, Liang Pang 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
Awakening Dormant Users: Generative Recommendation with Counterfactual Functional Role Reasoning2602.13134v1 · Huishi Luo, Shuokai Li, Hanchen Yang et al.2026 · 0 citationsarXiv
Spatial Chain-of-Thought: Bridging Understanding and Generation Models for Spatial Reasoning Generation2602.11980v1 · Wei Chen, Yancheng Long, Mingqiao Liu et al.2026 · 0 citationsarXiv
QARM V2: Quantitative Alignment Multi-Modal Recommendation for Reasoning User Sequence Modeling2602.08559v1 · Tian Xia, Jiaqi Zhang, Yueyang Liu 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
SpatialReward: Bridging the Perception Gap in Online RL for Image Editing via Explicit Spatial Reasoning2602.07458v4 · Yancheng Long, Yankai Yang, Hongyang Wei 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
OneMall: One Architecture, More Scenarios -- End-to-End Generative Recommender Family at Kuaishou E-Commerce2601.21770v2 · Kun Zhang, Jingming Zhang, Wei Cheng et al.2026 · 0 citationsarXiv
OpenOneRec Technical Report2512.24762v2 · Guorui Zhou, Honghui Bao, Jiaming Huang et al.2025 · 1 citationarXiv
Compressing then Matching: An Efficient Pre-training Paradigm for Multimodal Embedding2511.08480v3 · Da Li, Yuxiao Luo, Keping Bi et al.2025 · 0 citationsarXiv
Career total: 39 works. 34 are in this corpus.
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