Supermodular game based energy efficient power allocation in heterogeneous small cell networks. - Haijun Zhang 001; Mengying Sun; Keping Long; Min Sheng; Victor C. M. Leung (ICC, 2017)

Multi-Modality Disease Modeling via Collective Deep Matrix Factorization. - Qi Wang; Mengying Sun; Liang Zhan; Paul Thompson 001; Shuiwang Ji; Jiayu Zhou (KDD, 2017)

Energy efficient uplink transmission for UE-to network relay in heterogeneous networks. - Shiqing Zhang; Xiaodong Xu 001; Mengying Sun; Xiaoxuan Tang; Xiaofeng Tao (PIMRC, 2017)

Rate-based Cell Range Expansion for mmWave Massive MIMO Enabled Two-Tier HetNets. - Sisai Fang; Xiaoxuan Zhu; Xiaodong Xu 001; Mengying Sun; Tommy Svensson (APCC, 2018)

Proactive Content Sharing Scheme in 3-Layer D2D Enabled Mobile Networks. - Mengying Sun; Xiaodong Xu 001; Shiqing Zhang; Xiaofeng Tao (ICC Workshops, 2018)

Subspace Network: Deep Multi-Task Censored Regression for Modeling Neurodegenerative Diseases. - Mengying Sun; Inci M. Baytas; Liang Zhan; Zhangyang Wang; Jiayu Zhou (KDD, 2018)

Identify Susceptible Locations in Medical Records via Adversarial Attacks on Deep Predictive Models. - Mengying Sun; Fengyi Tang; Jinfeng Yi; Fei Wang 001; Jiayu Zhou (KDD, 2018)

Energy Efficient Prediction Based D2D-Assisted Pushing in Heterogeneous Ultra-dense Networks. - Rui Liu; Xiaodong Xu 001; Wenwan Chen; Mengying Sun; Xiaofeng Tao (ICCC, 2019)

Structure-Based Drug-Drug Interaction Detection via Expressive Graph Convolutional Networks and Deep Sets (Student Abstract). - Mengying Sun; Fei Wang 001; Olivier Elemento; Jiayu Zhou (AAAI, 2020)

Robust Collaborative Learning with Noisy Labels. - Mengying Sun; Jing Xing; Bin Chen; Jiayu Zhou (ICDM, 2020)

Joint Spectrum and Power Allocation in 5G Integrated Access and Backhaul Networks at mmWave Band. - Shumeng Zhang; Xiaodong Xu 001; Mengying Sun; Xiaofeng Tao; Cong Liu (PIMRC, 2020)

Graph convolutional networks for computational drug development and discovery. - Mengying Sun; Sendong Zhao; Coryandar Gilvary; Olivier Elemento; Jiayu Zhou; Fei Wang 001 (Briefings Bioinform., 2020)

Large-Scale User-Assisted Multi-Task Online Offloading for Latency Reduction in D2D-Enabled Heterogeneous Networks. - Mengying Sun; Xiaodong Xu 001; Xiaofeng Tao; Ping Zhang 003 (IEEE Trans. Netw. Sci. Eng., 2020)

NOMA-Based D2D-Enabled Traffic Offloading for 5G and Beyond Networks Employing Licensed and Unlicensed Access. - Mengying Sun; Xiaodong Xu 001; Xiaofeng Tao; Ping Zhang 003; Victor C. M. Leung (IEEE Trans. Wirel. Commun., 2020)

Learning Deep Neural Networks under Agnostic Corrupted Supervision. - Boyang Liu; Mengying Sun; Ding Wang; Pang-Ning Tan; Jiayu Zhou (ICML, 2021)

MoCL: Data-driven Molecular Fingerprint via Knowledge-aware Contrastive Learning from Molecular Graph. - Mengying Sun; Jing Xing; Huijun Wang; Bin Chen; Jiayu Zhou (KDD, 2021)

MoCL: Contrastive Learning on Molecular Graphs with Multi-level Domain Knowledge. - Mengying Sun; Jing Xing; Huijun Wang; Bin Chen; Jiayu Zhou (CoRR, 2021)

Resource Management for Computation Offloading in D2D-Aided Wireless Powered Mobile-Edge Computing Networks. - Mengying Sun; Xiaodong Xu 001; Yuzhen Huang 001; Qihui Wu 001; Xiaofeng Tao; Ping Zhang 003 (IEEE Internet Things J., 2021)

AoI-Energy-Aware UAV-Assisted Data Collection for IoT Networks: A Deep Reinforcement Learning Method. - Mengying Sun; Xiaodong Xu 001; Xiaoqi Qin; Ping Zhang 003 (IEEE Internet Things J., 2021)

Game-Theoretic Actor-Critic-Based Intrusion Response Scheme (GTAC-IRS) for Wireless SDN-Based IoT Networks. - Bizhu Wang; Yan Sun 005; Mengying Sun; Xiaodong Xu 001 (IEEE Internet Things J., 2021)

Age-Energy Efficiency in WPCNs: A Deep Reinforcement Learning Approach. - Haina Zheng; Ke Xiong 001; Mengying Sun; Zhangdui Zhong; Khaled Ben Letaief (INFOCOM Workshops, 2022)

MolSearch: Search-based Multi-objective Molecular Generation and Property Optimization. - Mengying Sun; Jing Xing; Han Meng; Huijun Wang; Bin Chen; Jiayu Zhou (KDD, 2022)

Deep Reinforcement Learning for Over-the-Air Federated Learning in SWIPT-Enabled IoT Networks. - Xinran Zhang; Hui Tian 003; Wanli Ni; Mengying Sun (VTC Fall, 2022)

Accounting Data Quality Evaluation Method Based on Improved Particle Swarm Algorithm. - Mengying Sun (Adv. Multim., 2022)

A Reconfigurable Visual-Inertial Odometry Accelerated Core with High Area and Energy Efficiency for Autonomous Mobile Robots. - Yonghao Tan; Mengying Sun; Huanshihong Deng; Haihan Wu; Minghao Zhou; Yifei Chen; Zhuo Yu; Qinghan Zeng; Ping Li 016; Lei Chen 033; Fengwei An (Sensors, 2022)

Terminal Cooperative Interdependent Computing Task Offloading for 6G. - Yingting Yuan; Xiaodong Xu 001; Mengying Sun; Ping Zhang 003 (IEEE Trans. Netw. Sci. Eng., 2022)

A Reconfigurable Coprocessor for Simultaneous Localization and Mapping Algorithms in FPGA. - Yonghao Tan; Huanshihong Deng; Mengying Sun; Minghao Zhou; Yifei Chen; Lei Chen 033; Chao Wang 096; Fengwei An (IEEE Trans. Circuits Syst. II Express Briefs, 2023)

Secure Computation Offloading for Device-Collaborative MEC Networks: A DRL-Based Approach. - Mengying Sun; Xiaodong Xu 001; Shujun Han; Haina Zheng; Xiaofeng Tao; Ping Zhang 003 (IEEE Trans. Veh. Technol., 2023)

Model division multiple access for semantic communications. - Ping Zhang 003; Xiaodong Xu 001; Chen Dong 001; Kai Niu 001; Haotai Liang; Zijian Liang; Xiaoqi Qin; Mengying Sun; Hao Chen 013; Nan Ma; Wenjun Xu 001; Guangyu Wang; et al. (Frontiers Inf. Technol. Electron. Eng., 2023)

RIS-Aided Proactive Mobile Network Downlink Interference Suppression: A Deep Reinforcement Learning Approach. - Yingze Wang; Mengying Sun; Qimei Cui; Kwang-Cheng Chen; Yaxin Liao (Sensors, 2023)

Energy Efficiency Aware Computation Offloading in RIS-Enhanced Symbiotic Radio Systems. - Yingting Yuan; Xiaodong Xu 001; Shujun Han; Mengying Sun; Cong Liu; Ping Zhang 003 (IEEE Trans. Green Commun. Netw., 2023)

Part-of-speech-Enhanced Text Semantic Communication Framework: A GCN-Based Gate Mechanism. - Jiayi Tan; Mengying Sun; Jingxuan Zhang; Xiaodong Xu 001; Baoling Liu (GLOBECOM (Workshops), 2024)

Deep Reinforcement Learning for Energy Minimization in Multi-RIS-Aided Cell-Free MEC Networks. - Mengying Sun; Wanli Ni; Xiaodong Xu 001; Xiaofeng Tao (ICASSP, 2024)

Secure Transmission in Active RIS-Assisted Cell-Free MU-MISO Networks. - Jianqiang Wang; Xiaodong Xu 001; Mengying Sun; Liang Jin; Baoling Liu (ICC Workshops, 2024)

Semantic Feature-Based Learning Framework for Energy-Limited Semantic Communication System. - Zechuan Fang; Mengying Sun; Yining Wang; Xiaodong Xu 001 (WCNC, 2024)

Semantic Communication-Enabled Wireless Adaptive Panoramic Video Transmission. - Haixiao Gao; Mengying Sun; Xiaodong Xu 001; Shujun Han (WCNC, 2024)

Effective Energy Efficiency Computation Offloading in NOMA-Based MEC Networks with Delay Violation Probability Guarantee. - Wenzhao Zhang; Shujun Han; Mengying Sun; Rui Meng; Xiaodong Xu 001 (WCNC, 2024)

Rankitect: Ranking Architecture Search Battling World-class Engineers at Meta Scale. - Wei Wen; Kuang-Hung Liu; Igor Fedorov; Xin Zhang 054; Hang Yin 005; Weiwei Chu; Kaveh Hassani; Mengying Sun; Jiang Liu 011; Xu Wang; Lin Jiang; Yuxin Chen 001; et al. (WWW (Companion Volume), 2024)

AutoML for Large Capacity Modeling of Meta's Ranking Systems. - Hang Yin 005; Kuang-Hung Liu; Mengying Sun; Yuxin Chen 001; Buyun Zhang; Jiang Liu 011; Vivek Sehgal; Rudresh Rajnikant Panchal; Eugen Hotaj; Xi Liu; Daifeng Guo; Jamey Zhang; et al. (WWW (Companion Volume), 2024)

Enhanced Credit Score Prediction Using Ensemble Deep Learning Model. - Qianwen Xing; Chang Yu 002; Sining Huang; Qi Zheng; Xingyu Mu; Mengying Sun (CoRR, 2024)

Cross-Layer Encrypted Semantic Communication Framework for Panoramic Video Transmission. - Haixiao Gao; Mengying Sun; Xiaodong Xu 001; Bingxuan Xu; Shujun Han; Bizhu Wang; Sheng Jiang; Chen Dong 001; Ping Zhang 003 (CoRR, 2024)

TransCell: In Silico Characterization of Genomic Landscape and Cellular Responses by Deep Transfer Learning. - Shan-Ju Yeh; Shreya Paithankar; Ruoqiao Chen; Jing Xing; Mengying Sun; Ke Liu; Jiayu Zhou; Bin Chen (Genom. Proteom. Bioinform., 2024)

Energy-Aware Multiuser Symbiotic Communications Enhanced by RIS for Passive IoT. - Yingting Yuan; Xiaodong Xu 001; Shujun Han; Mengying Sun; Ping Zhang 003; Chau Yuen (IEEE Internet Things J., 2024)

Maximizing Age-Energy Efficiency in Wireless Powered Industrial IoE Networks: A Dual-Layer DQN-Based Approach. - Haina Zheng; Ke Xiong 001; Mengying Sun; Huaqing Wu; Zhangdui Zhong; Xuemin Shen (IEEE Trans. Wirel. Commun., 2024)

Deep Reinforcement Learning for Energy Efficiency Maximization in SWIPT-Based Over-the-Air Federated Learning. - Xinran Zhang; Hui Tian 003; Wanli Ni; Zhaohui Yang 001; Mengying Sun (IEEE Trans. Green Commun. Netw., 2024)

S2E-DECI: Secrecy and Energy-Efficient Dual-Aware Device-Edge Co-Inference for AIoT. - Shujun Han; Wenzhao Zhang; Xiaodong Xu 001; Bizhu Wang; Mengying Sun; Xiaofeng Tao; Ping Zhang 003 (IEEE Internet Things J., 2024)

A survey of secure semantic communications. - Rui Meng; Song Gao; Dayu Fan; Haixiao Gao; Yining Wang; Xiaodong Xu 001; Bizhu Wang; Suyu Lv; Zhidi Zhang; Mengying Sun; Shujun Han; Chen Dong 001; et al. (J. Netw. Comput. Appl., 2025)

A survey of Machine Learning-based Physical-Layer Authentication in wireless communications. - Rui Meng; Bingxuan Xu; Xiaodong Xu 001; Mengying Sun; Bizhu Wang; Shujun Han; Suyu Lv; Ping Zhang 003 (J. Netw. Comput. Appl., 2025)

Secure Semantic Communication With Homomorphic Encryption. - Rui Meng; Dayu Fan; Haixiao Gao; Yifan Yuan; Bizhu Wang; Xiaodong Xu 001; Mengying Sun; Chen Dong 001; Xiaofeng Tao; Ping Zhang 003; Dusit Niyato (CoRR, 2025)

Learning-Based Deterministic Delay Performance Guarantee Strategy in RIS-Assisted Communication Networks. - Xiaodong Xu 001; Zhuo Meng; Jingxuan Zhang; Shujun Han; Bizhu Wang; Mengying Sun; Weidong Wang 001; Ping Zhang 003 (IEEE Internet Things J., 2025)

Dynamic Convolution and Transformer Based Dual-Branch Coding in Semantic Communication System. - Jiaxin Yang; Zhiquan Bai; Xiaodong Xu 001; Xuchao Teng; Mengying Sun; Kyungsup Kwak (IEEE Commun. Lett., 2025)

Learning-Based Task-Centric Multi-User Semantic Communication Solution for Vehicle Networks. - Yifan Yuan; Jingxuan Zhang; Xiaodong Xu 001; Bizhu Wang; Shujun Han; Mengying Sun; Ping Zhang 003 (IEEE Trans. Veh. Technol., 2025)

Graph convolutional networks for 3D skeleton-based scoliosis screening using gait sequences. - Zizhao Peng; Zihan Wang; Mengying Sun; Zheng Lv; Yan Wang 116; Ping Li 016; Fengwei An (Vis. Comput., 2025)

Way to Build Native AI-driven 6G Air Interface: Principles, Roadmap, and Outlook. - Ping Zhang 003; Kai Niu 001; Yiming Liu 002; Zijian Liang; Nan Ma; Xiaodong Xu 001; Wenjun Xu 001; Mengying Sun; Yinqiu Liu; Xiaoyun Wang; Ruichen Zhang (CoRR, 2025)

Generative AI Meets Wireless Networking: An Interactive Paradigm for Intent-Driven Communications. - Xiaoqi Qin; Mengying Sun; Jincheng Dai; Peixuan Ma; Yuecheng Cao; Jingjing Zhang; Jiacheng Wang 001; Xiaodong Xu 001; Ping Zhang 003; Dusit Niyato (IEEE Trans. Cogn. Commun. Netw., 2025)