3 papers
cs.AI2025
Disentangling Multiplex Spatial-Temporal Transition Graph Representation Learning for Socially Enhanced POI Recommendation
Jie Li, Haoye Dong, Zhengyang Wu +2
Next Point-of-Interest (POI) recommendation is a research hotspot in business intelligence, where users' spatial-temporal transitions and social relationships play key roles. Howev…
cs.LG2025
MemoryKT: An Integrative Memory-and-Forgetting Method for Knowledge Tracing
Mingrong Lin, Ke Deng, Zhengyang Wu +2
Knowledge Tracing (KT) is committed to capturing students' knowledge mastery from their historical interactions. Simulating students' memory states is a promising approach to enhan…
cs.CL2024
WebCanvas: Benchmarking Web Agents in Online Environments
Yichen Pan, Dehan Kong, Sida Zhou +8
For web agents to be practically useful, they must adapt to the continuously evolving web environment characterized by frequent updates to user interfaces and content. However, mos…