Pengyue Jia

Evoking User Memory: Personalizing LLM via Recollection-Familiarity Adaptive Retrieval

From Single to Multi-Granularity: Toward Long-Term Memory Association and Selection of Conversational Agents

GeoArena: An Open Platform for Benchmarking Large Vision-language Models on WorldWide Image Geolocalization

Memory Type Matters: Enhancing Long-Term Memory in Large Language Models with Hybrid Strategies

GeoRanker: Distance-Aware Ranking for Worldwide Image Geolocalization

Process vs. Outcome Reward: Which is Better for Agentic RAG Reinforcement Learning

Scenario-Wise Rec: A Multi-Scenario Recommendation Benchmark