DeepSeek-V2 Technical Report

Yukun Zha is a research scientist at DeepSeek. His public profile lists research interests in machine learning, reinforcement learning, and efficient inference, alongside a PhD in computer science from Dartmouth College.

Researcher at DeepSeek whose public homepage describes work on DeepSeek R1, V1, V2, V3, Math, Coder, and mixture-of-experts systems.

Researcher at Moonshot AI working on multimodal large language models; previously a key member of Alibaba's Qwen team and author of work including Kimi-VL, DeepSeek-VL, and Qwen technical reports.

Liyue Zhang is a research scientist at DeepSeek whose public profiles highlight multimodal models, reasoning, and AI agents.

Researcher at DeepSeek AI focusing on multimodal large language models and multimodal understanding.

Research scientist at DeepSeek AI. Previously completed a PhD at Carnegie Mellon University.

Wangding Zeng is a researcher at DeepSeek. His OpenReview profile also lists graduate and undergraduate study at Beijing University of Posts and Telecommunications.

Researcher at DeepSeek focused on large language models, reinforcement learning, multimodal large language models, and generative AI.

Zihan Wang is a Northwestern University PhD student and DeepSeek alumnus whose public OpenReview profile includes Moonshot AI's Kimi K2.5 paper and DeepSeek model-family papers.

Zhiniu Wen is a research scientist at DeepSeek. His homepage says his research interests include natural language processing, machine learning, large language models, and their applications.

DeepSeek researcher focused on NLP, code intelligence, and LLM reasoning, with public work spanning DeepSeek-Coder, DeepSeekMath, DeepSeek-V2, DeepSeek-V3, and DeepSeek-R1.

Researcher at DeepSeek AI working on decision-making and post-training for large language models.

Research scientist at DeepSeek interested in large language models, reinforcement learning, robot learning, and machine learning.

DeepSeek engineer and co-author of the DeepSeek-V3, DeepSeek-V2, and DeepSeek LLM technical reports.

Research scientist at DeepSeek.

First-year Ph.D. student in Information Engineering at the Chinese University of Hong Kong advised by Dahua Lin and Jifeng Dai. His research interests include understanding and building intelligence in multimodal large language models.

Research scientist at DeepSeek working on post-training and reinforcement learning, with interests in systems and AI for science.

Research scientist at DeepSeek AI working on multimodal large language models and end-to-end autonomous driving. Earned a PhD in computer science from the Chinese University of Hong Kong.

Research scientist focused on foundation models and multimodal large language models; his homepage notes earlier work at DeepSeek AI and current research at the University of Southern California.

DeepSeek team member and co-author of the DeepSeek-V3, DeepSeek-V2, and DeepSeek LLM technical reports.

Researcher at DeepSeek interested in efficient large language models and multimodal large language models.

Research scientist at DeepSeek.

Assistant professor of computer science at Brown University. Previously completed a PhD in computer science and engineering at UC Santa Cruz.

ML researcher at DeepSeek.