Mengfan Liu

According to our database, Mengfan Liu authored at least 17 papers between 2020 and 2026.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2026

Step-TP: A Grounded, Step-Level Dataset with Chain-of-Thought Reasoning for LLM-Guided Tensor Program Optimization.

Mengfan Liu, Da Zheng, Junwei Su, Chuan Wu

CoRR, May, 2026

PhysiFlow: Physics-Aware Humanoid Whole-Body VLA via Multi-Brain Latent Flow Matching and Robust Tracking.

Weikai Qin, Sichen Wu, Ci Chen, Mengfan Liu, Linxi Feng, Xinru Cui, Haoqi Han, Hesheng Wang

CoRR, March, 2026

Full-Graph vs. Mini-Batch Training: Comprehensive Analysis from a Batch Size and Fan-Out Size Perspective.

Mengfan Liu, Da Zheng, Junwei Su, Chuan Wu

CoRR, January, 2026

Real-time path planning for heterogeneous UAV swarm based on two-stage optimization.

Xiuju Xu, Chengyu Xie, Mengfan Liu, Minglei Zheng, Tao Zhang

Adv. Eng. Informatics, 2026

2025

Optimizing Distributed Deployment of Mixture-of-Experts Model Inference in Serverless Computing.

Mengfan Liu, Wei Wang, Chuan Wu

Proceedings of the IEEE INFOCOM 2025, 2025

2024

How do autonomy and learner characteristics combine to influence learners' learning outcomes and cognitive load in virtual reality learning environments? A fuzzy-set qualitative comparative analysis approach.

Jiaxu Liu, Qingtang Liu, Shufan Yu, Jingjing Ma, Mengfan Liu, Linjing Wu

Educ. Inf. Technol., January, 2024

2023

Navigation-Oriented Topological Model Construction Algorithm for Complex Indoor Space.

Litao Han, Hu Qiao, Zeyu Li, Mengfan Liu, Pengfei Zhang

ISPRS Int. J. Geo Inf., June, 2023

FBAR: An effective method for resolving large-scale IPv6 aliases.

Mengfan Liu, Yi Guo, Hongtao Zhang, Liancheng Zhang, Baolei Mao, Mingzhu Fang, Quan Zhang

Int. J. Commun. Syst., 2023

2022

Deep Reinforcement Learning Based Dynamic Power and Beamforming Design for Time-Varying Wireless Downlink Interference Channel.

Mengfan Liu, Rui Wang, Zhe Xing, Ismael Soto

Proceedings of the IEEE Wireless Communications and Networking Conference, 2022

Complex-valued Reinforcement Learning Based Dynamic Beamforming Design for IRS Aided Time-Varying Downlink Channel.

Mengfan Liu, Rui Wang, Zhe Xing, Jun Yu

Proceedings of the 95th IEEE Vehicular Technology Conference, 2022

Which Types of Learners Are Suitable for the Virtual Reality Environment: A fsQCA Approach.

Jiaxu Liu, Qingtang Liu, Shufan Yu, Jingjing Ma, Mengfan Liu, Linjing Wu

Proceedings of the 8th International Conference of the Immersive Learning Research Network, 2022

Bisers: An Efficient DHCPv6 Bounding Solution.

Quan Zhang, Yi Guo, Baolei Mao, Liancheng Zhang, Hongtao Zhang, Mengfan Liu

Proceedings of the 22nd IEEE International Conference on Communication Technology, 2022

FACA: An effective method for detecting the survivability of large-scale IPv6 addresses.

Yi Guo, Mengfan Liu, Liancheng Zhang, Lanxin Cheng, Wenwen Du, Quan Zhang

Proceedings of the 24th IEEE Int Conf on High Performance Computing & Communications; 8th Int Conf on Data Science & Systems; 20th Int Conf on Smart City; 8th Int Conf on Dependability in Sensor, 2022

A phased vehicles evacuation planning method for disasters with time-dependent traffic demand.

Litao Han, Mengfan Liu, Huixia Guo, Hu Qiao, Cheng Gong

Proceedings of the 29th International Conference on Geoinformatics, 2022

2021

A Multi-Zone Staged Indoor Emergency Evacuation Algorithm Based on Time Equalization.

Litao Han, Cheng Gong, Lei Gu, Hu Qiao, Aiguo Zhang, Mengfan Liu

ISPRS Int. J. Geo Inf., 2021

Graph-Based Exercise- and Knowledge-Aware Learning Network for Student Performance Prediction.

Mengfan Liu, Pengyang Shao, Kun Zhang

Proceedings of the Artificial Intelligence - First CAAI International Conference, 2021

2020

Deep Reinforcement Learning Based Dynamic Power and Beamforming Design for Time-Varying Wireless Downlink Interference Channel.

Mengfan Liu, Rui Wang

CoRR, 2020