Reconstructing Human Mobility Pattern: A Semi-Supervised Approach for Cross-Dataset Transfer Learning
Xishun Liao, Yifan Liu, Chenchen Kuai, Haoxuan Ma, Yueshuai He, Shangqing Cao, Chris Stanford, Jiaqi Ma
Publications
You can also find my articles on my Google Scholar profile.
Preprints
Driving with Regulation: Interpretable Decision-Making for Autonomous Vehicles with Retrieval-Augmented Reasoning via LLM
Tianhui Cai, Yifan Liu, Zewei Zhou, Haoxuan Ma, Seth Z Zhao, Zhiwen Wu, Jiaqi Ma
Human Mobility Modeling with Limited Information via Large Language Models
Yifan Liu, Xishun Liao, Haoxuan Ma, Brian Yueshuai He, Chris Stanford, Jiaqi Ma
Deep Activity Model: A Generative Approach for Human Mobility Pattern Synthesis
Xishun Liao, Qinhua Jiang, Brian Yueshuai He, Yifan Liu, Chenchen Kuai, Jiaqi Ma
Enhancing Socially-Aware Robot Navigation through Bidirectional Natural Language Conversation
Congcong Wen, Yifan Liu, Geeta Chandra Raju Bethala, Zheng Peng, Hui Lin, Yu-Shen Liu, Yi Fang
Conference Papers
Beyond Quantile Methods: Improved Top-K Threshold Estimation for Traditional and Learned Sparse Indexes (IEEE BigData 2024)
Jinrui Gou, Yifan Liu, Minghao Shao, Torsten Suel
Semantic Trajectory Data Mining with LLM-Informed POI Classification (IEEE ITSC 2024 Best Paper)
Yifan Liu, Chenchen Kuai, Haoxuan Ma, Xishun Liao, Brian Yueshuai He, Jiaqi Ma
Towards knowledge-graph constrained generation for text adventure games (NAACL 2022 Wordplay)
Graham Todd, Zegang Cheng, Yifan Liu, Julian Togelius
Research on the use of YOLOv5 object detection algorithm in mask wearing recognition (WSRJ 2020)
Yifan Liu, BingHang Lu, Jingyu Peng, Zihao Zhang
Does COO Matter in Value Co-creation of Cross-border E-commerce? (WHICEB 2020)
Zhen Qin, Yan Ni, Yifan Liu
Journal Articles
Mobility AI Agents and Networks (IEEE TIV)
Haoxuan Ma, Yifan Liu, Qinhua Jiang, Brian Yueshuai He, Xishun Liao, Jiaqi Ma