3 papers
cs.AI2026
Agentified Assessment of Logical Reasoning Agents
Zhiyu Ni, Yifeng Xiao, Zheng Liang
We present a framework for evaluating and benchmarking logical reasoning agents when assessment itself must be reproducible, auditable, and robust to execution failures. Building o…
cs.CV2026
Video-Browser: Towards Agentic Open-web Video Browsing
Zhengyang Liang, Yan Shu, Xiangrui Liu +5
The evolution of autonomous agents is redefining information seeking, transitioning from passive retrieval to proactive, open-ended web research. However, a significant modality ga…
cs.CV2025
UniVA: Universal Video Agent towards Open-Source Next-Generation Video Generalist
Zhengyang Liang, Daoan Zhang, Huichi Zhou +8
While specialized AI models excel at isolated video tasks like generation or understanding, real-world applications demand complex, iterative workflows that combine these capabilit…