الباحثون

Yudong Guo

المنشورات 2

نسخة أولية وصول مفتوح

RealWorldShop: Benchmarking and Improving Conversational Shopping Agents in Real-World E-commerce

Xinwei Yang, Kelong Mao, Yudong Guo وآخرون · 2026

Large language models are reshaping ecommerce from static recommenders into interactive shopping assistants, yet real-world shopping requires session-level decision support: users reveal and revise constraints, coordinate multiple goals, and expect product-grounded recommendations over a full conversation. Existing ben …

نسخة أولية وصول مفتوح

Coding Agent Memory Post-training: Unlocking the Memory Potential of Pre-trained File Operations for Long-Horizon Tasks via Reinforcement Learning

Lirui Luo, Kelong Mao, Heming Xia وآخرون · 2026

Language-model agents increasingly tackle long-horizon tasks whose interaction histories exceed the model's active context. Recent work has begun to use reinforcement learning to make memory control part of the policy, often relying on predefined memory tools within domain-specific training environments of relatively s …

المؤلفون المشاركون

Xinwei Yang Kelong Mao Sulong Xu Simiu Gu Chen Huang Wenqiang Lei Lirui Luo Heming Xia Rongqing Li Luyu Chen Kieran Wong Xinrui Wang