Domain generalization by class-aware negative sampling-based contrastive learning. - Mengwei Xie; Suyun Zhao; Hong Chen 001; Cuiping Li 001 (AI Open, 2022)

Time Fairness-Based Application Offloading in Mobile Edge Computing with Individual QoS Guarantee. - Mengwei Xie; Lizhen Cui; Jianxiong Liu; Wei Guo 017; Feng Li 002 (ISPA/BDCloud/SocialCom/SustainCom, 2023)

ParaTra: A Parallel Transformer Inference Framework for Concurrent Service Provision in Edge Computing. - Fenglong Cai; Dong Yuan 001; Mengwei Xie; Wei He 020; Lanju Kong; Wei Guo 017; Yali Jiang; Lizhen Cui (ICWS, 2023)

FutureSightDrive: Thinking Visually with Spatio-Temporal CoT for Autonomous Driving. - Shuang Zeng; Xinyuan Chang; Mengwei Xie; Xinran Liu; Yifan Bai; Zheng Pan; Mu Xu; Xing Wei (CoRR, 2025)

SeqGrowGraph: Learning Lane Topology as a Chain of Graph Expansions. - Mengwei Xie; Shuang Zeng; Xinyuan Chang; Xinran Liu; Zheng Pan; Mu Xu; Xing Wei (CoRR, 2025)

Driving by Hybrid Navigation: An Online HD-SD Map Association Framework and Benchmark for Autonomous Vehicles. - Jiaxu Wan; Xu Wang; Mengwei Xie; Xinyuan Chang; Xinran Liu; Zheng Pan; Mu Xu; Ding Yuan (CoRR, 2025)