الباحثون

Jiarui Wang

المنشورات 2

نسخة أولية وصول مفتوح

Evaluating the Evaluators: Diagnosing Large Multimodal Models for AI-Generated Image Assessment

Yu Zhao, Jiarui Wang, Huiyu Duan وآخرون · 2026

With the rapid advancement of text-to-image (T2I) generation, robust evaluation becomes critical yet challenging, as traditional metrics fail to capture fine-grained alignment and generative artifacts. While large multimodal models (LMMs) are increasingly adopted as evaluators, existing benchmarks typically study seman …

نسخة أولية وصول مفتوح

DeepSeek-V4.1-Flash: Pushing the Limits of KV Cache Compression

DeepSeek-AI, Anyi Xu, B. Li وآخرون · 2026

The widespread adoption of long-horizon agents has made model workloads increasingly input-heavy. Although prior work has substantially reduced the cost of long-context computation, prefill remains computationally expensive, and large KV caches continue to strain HBM and SSD capacity and data-transfer bandwidth. Togeth …

المؤلفون المشاركون

DeepSeek-AI Anyi Xu B. Li Bangcai Lin Bing Xue BingCheng Xian Bingzheng Xu Bochao Wu Bowei Zhang Boyi Deng C. C. Yu Chao Jin