6 papers

cs.GT2026

HMAF: A Hierarchical Multi-Slot GD-RTB Allocation Framework

Tianxing Bu, Zhaoqi Zhang, Linyou Cai +7

In modern online advertising platforms, Guaranteed Delivery (GD) contracts coexist and bid with Real-Time Bidding (RTB) auctions. Recent approaches either decouple GD and RTB optim…

cs.LG2026

CausalPOI: Spatio-Temporal Graph-Based Causal Modeling for Cold-Start POI Check-in Forecasting

Zhaoqi Zhang, Miao Xie, Yi Li +3

As urban environments continue to evolve rapidly, accurately modeling the dynamic behaviour of Points of Interest is essential for supporting data-driven urban planning and commerc…

cs.IR2026

Dual-Stream MLP is All You Need for CTR Prediction

Kesha Ou, Zhen Tian, Wayne Xin Zhao +3

Click-through rate (CTR) prediction holds a pivotal role in online advertising and recommendation systems, where even small improvements can significantly boost revenue. Existing r…

cs.AI2026

LocalSearchBench: Benchmarking Agentic Search in Real-World Local Life Services

Hang He, Chuhuai Yue, Chengqi Dong +12

Recent advances in large reasoning models LRMs have enabled agentic search systems to perform complex multi-step reasoning across multiple sources. However, most studies focus on g…

cs.LG2026

Beyond Single Slot: Joint Optimization for Multi-Slot Guaranteed Display Advertising

Zhaoqi Zhang, Jiaming Deng, Miao Xie +5

Guaranteed display advertising is crucial for platform monetization, yet existing methods often operate under a single-slot assumption, limiting their ability to optimize allocatio…

cs.CV2026

Unified Modeling of Lane and Lane Topology for Driving Scene Reasoning

Han Li, Yulu Gao, Si Liu +3

Autonomous vehicles need to perceive not only physical elements in the driving scene, such as lane lines and traffic lights, but also logical elements like lane centerlines and the…