研究方向
智能体 (Agent) - agentic RL, self-evolving, long-horizon tasks, OPD/OPSD, data/enviroments, memory & skills, auto-harness, etc.
后训练(Post Training)
AI自演进(RSI、Self-Evolving)
搜索智能体、智能体搜索、AI搜索(Agentic Search)- wide & deep search task, deep research, search strategy, information reliability, report quality, etc.
科学推理与智能体(Scientific Reasoning & Agent, Auto Research, AI-Scientist)
检索增强的大模型(Retrieval Augmented Generation)
多模态与跨模态(Multi-modal AI)- multi-modal agents, multi-modal embedding & search, agentic photo/album search, agentic long video understanding, etc.
数据智能体(Data Agent)
GUI智能体 (GUI Agent)
生成式检索(Generative Retrieval)
对话式搜索(Conversational Search)
大语言模型(Large Language Model)
预训练模型(Pretrained Models)
智慧司法(Legal AI) & 涉外法治大模型
个性化搜索、对话与推荐(Personalized Search, Dialogue, and Recommendation)
多样化搜索与推荐(Diversified Search and Recommendation)
