Yile Liang

3 papers · 2020–2026 · 1 venue · across top CS/AI venues

Authors are matched by name, so researchers who share a name ("Yang Liu", "Wei Wang") appear as a single profile and their paper counts, venues and achievements are combined. How identity is handled.

Achievements

Jump to papers ↓

🏃 Academic Marathon · Sprint 🌉 Interdisciplinary Bridge · Bronze 🗺️ Taxonomy Completionist (11) 🐣 Hot Topic Early Bird

Venues

AAAI (3)

Top co-authors

Xuetao Ding (2) Chao Yu (2) Donghui Li (2) Qian Lin (2) Tong Chen (1) Tieyun Qian (1) Shenghong He (1) Ke Sun (1) Quoc Viet Hung Nguyen (1) Xiawei Wu (1)

Research topics

Reinforcement Learning (2) Methods (2) Artificial Intelligence (1) Data Science & Analytics (1) Deep Learning (1) Machine Learning (1) Application Areas (1) Applications (1) Architectures (1) Core AI (1) Core Methods (1) Learning Types · Machine Learning (1) Learning Types · Deep Learning (1)

Keywords

offline reinforcement learning (2) sequence modeling (1) policy optimization (1) model-based reinforcement learning (1) preference modeling (1) sequential data (1) recurrent neural network (1) trajectory generation (1) recommender system (1) sequential updating (1) point-of-interest recommendation (1) location-based service (1) poi recommendation (1) user preference modeling (1) user preference (1) geographic information (1) long-term preference (1) short-term preference (1) geo-dilated rnn (1) non-local network (1)

Papers

Reliability-Guaranteed and Reward-Seeking Sequence Modeling for Model-Based Offline Reinforcement Learning AAAI 2026 Offline Multi-Agent Reinforcement Learning via In-Sample Sequential Policy Optimization AAAI 2025 Where to Go Next: Modeling Long- and Short-Term User Preferences for Point-of-Interest Recommendation AAAI 2020