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Zhenghai Xue

MetaDrive: Composing Diverse Driving Scenarios for Generalizable Reinforcement Learning
2022 · Quanyi Li, Zhenghao Peng, et al. · IEEE Transactions on Pattern Analysis and Machine Intelligence · 245
Two-Stage Constrained Actor-Critic for Short Video Recommendation
2023 · Qingpeng Cai, Zhenghai Xue, et al. · International World Wide Web Conference (WWW) · 46
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PrefRec: Recommender Systems with Human Preferences for Reinforcing Long-term User Engagement
2023 · Wanqi Xue, Qingpeng Cai, et al. · ACM SIGKDD Conference on Knowledge Discovery and Data Mining (KDD) · 31
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Enhanced landslide susceptibility mapping in data-scarce regions via unsupervised few-shot learning
2024 · Linghao Kong, Wenkai Feng, et al. · Gondwana Research · 30
Integrating data-driven and physically based landslide susceptibility methods using matrix models to predict reservoir landslides
2023 · Zhenghai Xue, Wenkai Feng, et al. · Advances in Space Research · 27
Prediction and mapping of soil thickness in alpine canyon regions based on whale optimization algorithm optimized random forest: A case study of Baihetan Reservoir area in China
2024 · Zhenghai Xue, Xiaoyu Yi, et al. · Computers & Geosciences · 25
Data-driven insights into the characteristics and drivers of the June 16, 2024 clustered shallow landslides in Southeastern China
2025 · Xiaoyu Yi, Jiachen Zhao, et al. · Landslides · 23
Regret Minimization Experience Replay in Off-Policy Reinforcement Learning
2021 · Liu, Xu-Hui, Xue, Zhenghai, et al. · arXiv (Cornell University) · 17
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Landslide susceptibility mapping based on the coupling of two correlation methods and the BP neural network model: A case study of the Baihetan Reservoir area, China
2022 · Zhenghai Xue, Wenkai Feng, et al. · Frontiers in Environmental Science · 12
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Towards Accurate Prediction of Runout Distance of Rainfall-Induced Shallow Landslides: An Integrated Remote Sensing and Explainable Machine Learning Framework in Southeast China
2025 · Xiaoyu Yi, Yuan Wang, et al. · Remote Sensing · 9
A Large Language Model Enhanced Conversational Recommender System
2023 · Feng, Yue, Liu, Shuchang, et al. · arXiv (Cornell University) · 8
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Catastrophic landslide in Leshan City, Sichuan Province, China: Fatality in a miners' mormitory on June 4, 2023
2023 · Xiaoyu Yi, Wenkai Feng, et al. · Landslides · 7
AURO: Reinforcement Learning for Adaptive User Retention Optimization in Recommender Systems
2025 · Zhenghai Xue, Qingpeng Cai, et al. · International World Wide Web Conference (WWW) · 6
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Group-in-Group Policy Optimization for LLM Agent Training
2025 · Lang Feng, Zhenghai Xue, et al. · neural information processing systems · 6
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Modeling User Retention through Generative Flow Networks
2024 · Ziru Liu, Shuchang Liu, et al. · ACM SIGKDD Conference on Knowledge Discovery and Data Mining (KDD) · 6
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Guarded Policy Optimization with Imperfect Online Demonstrations
2023 · Xue, Zhenghai, Peng, Zhenghao, et al. · arXiv (Cornell University) · 4
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A framework for fusing transfer learning and meta-learning for enhanced soil thickness prediction in unsampled areas
2025 · Zhenghai Xue, Xiaoyu Yi, et al. · CATENA · 3
State Regularized Policy Optimization on Data with Dynamics Shift
2023 · Zhenghai Xue, Qingpeng Cai, et al. · neural information processing systems · 3
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S$^2$AC: Energy-Based Reinforcement Learning with Stein Soft Actor Critic
2024 · Messaoud, Safa, Mokeddem, Billel, et al. · arXiv (Cornell University) · 2
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AgentStudio: A Toolkit for Building General Virtual Agents
2024 · Zheng, Longtao, Huang, Zhiyuan, et al. · arXiv (Cornell University) · 2
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MetaDrive: Composing Diverse Driving Scenarios for Generalizable Reinforcement Learning
2021 · Li, Quanyi, Peng, Zhenghao, et al. · arXiv (Cornell University) · 2
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SimpleTIR: End-to-End Reinforcement Learning for Multi-Turn Tool-Integrated Reasoning
2025 · Xue, Zhenghai, Zheng, Longtao, et al. · arXiv (Cornell University) · 1
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Spatial Distribution and Factors Influencing Clustered Landslides Triggered by Typhoon Rainstorms in Western Guangdong
2026 · Wenxuan Cai, Wenkai Feng, et al. · Water
An Interpretable Stacking Ensemble Framework for Defining Rainfall–Geoenvironmental Coupling Thresholds of Shallow Landslides
2026 · Tiantian Zhang, Shuangquan Li, et al. · Remote Sensing
A high-efficiency, physically based probabilistic framework (P-CASCADE) for predicting rainfall-induced shallow landslide–debris flow cascades
2026 · Zhenghai Xue, Wenkai Feng, et al. · CATENA
Works count: 34
Citation count: 514
H-index: 9
I10-index: 9
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