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20242026
most citedThinking With Videos: Multimodal Tool-Augmented Reinforcement Learning for Long Video Reasoning

2 citations · 2 across the 5 of their papers we have counts for

collaborators

5 papers

cs.CV2026

TAIHRI: Task-Aware 3D Human Keypoints Localization for Close-Range Human-Robot Interaction

Ao Li, Yonggen Ling, Yiyang Lin +3

Accurate 3D human keypoints localization is a critical technology enabling robots to achieve natural and safe physical interaction with users. Conventional 3D human keypoints estim…

cs.CV2025

Memorize-and-Generate: Towards Long-Term Consistency in Real-Time Video Generation

Tianrui Zhu, Shiyi Zhang, Zhirui Sun +2

Frame-level autoregressive (frame-AR) models have achieved significant progress, enabling real-time video generation comparable to bidirectional diffusion models and serving as a f…

cs.CV2025

VG-Refiner: Towards Tool-Refined Referring Grounded Reasoning via Agentic Reinforcement Learning

Yuji Wang, Wenlong Liu, Jingxuan Niu +2

Tool-integrated visual reasoning (TiVR) has demonstrated great potential in enhancing multimodal problem-solving. However, existing TiVR paradigms mainly focus on integrating vario…

cs.CV20252 cited

Thinking With Videos: Multimodal Tool-Augmented Reinforcement Learning for Long Video Reasoning

Haoji Zhang, Xin Gu, Jiawen Li +7

The video reasoning ability of multimodal large language models (MLLMs) is crucial for downstream tasks like video question answering and temporal grounding. While recent approache…

cs.CV2024

Ponder & Press: Advancing Visual GUI Agent towards General Computer Control

Yiqin Wang, Haoji Zhang, Jingqi Tian +1

Most existing GUI agents typically depend on non-vision inputs like HTML source code or accessibility trees, limiting their flexibility across diverse software environments and pla…