| 2026 | INFOCOM | A Mutual Information Entropy-Guided HARQ Framework for Semantic Communications. | Haixiao Gao, Junyao Ma, Mengying Sun, Yuantao Zhang, Haiming Wang, Xiaodong Xu |
| 2026 | WCNC | Semantic Knowledge Base-Enhanced Joint Source-Channel Coding Framework for Robust Semantic Communications. | Haixiao Gao, Mengying Sun, Yanhan Wang, Xiaodong Xu, Zechuan Fang, Nan Ma, Ping Zhang |
| 2026 | WCNC | Feature Importance-Aware Dual-Branch Coding for Task-Oriented Uav Adaptive Transmission. | Yingmin Qiu, Shujun Han, Bizhu Wang, Mengying Sun, Xiaodong Xu |
| 2025 | GLOBECOM | Channel Knowledge Base Enhanced Cross-Modal Semantic Communications. | Yanhan Wang, Haixiao Gao, Mengying Sun, Xiaodong Xu, Shujun Han |
| 2025 | GLOBECOM | Lightweight Multi-Vehicle Collaborative Perception Acceleration with Fusion Position Adjustment. | Wenzhao Zhang, Shujun Han, Haixiao Gao, Mengying Sun, Bizhu Wang, Xiaodong Xu |
| 2025 | INFOCOM | Generative AI-Driven Cross-Modal Semantic Communication System for Visual Transmission. | Zechuan Fang, Mengying Sun, Yuantao Zhang, Haiming Wang, Xiaodong Xu |
| 2025 | INFOCOM | Adaptive Super-Resolution Semantic Communication for Mobile AI-Generated Panoramic Video. | Haixiao Gao, Mengying Sun, Yuantao Zhang, Haiming Wang, Xiaodong Xu |
| 2025 | INFOCOM | VQ-SDSC: Vector Quantized Satellite Digital Semantic Communication Framework. | Jinghong Huang, Mengying Sun, Yuantao Zhang, Haiming Wang, Xiaodong Xu |
| 2024 | GLOBECOM | Part-of-speech-Enhanced Text Semantic Communication Framework: A GCN-Based Gate Mechanism. | Jiayi Tan, Mengying Sun, Jingxuan Zhang, Xiaodong Xu, Baoling Liu |
| 2024 | ICASSP | Deep Reinforcement Learning for Energy Minimization in Multi-RIS-Aided Cell-Free MEC Networks. | Mengying Sun, Wanli Ni, Xiaodong Xu, Xiaofeng Tao |
| 2024 | WCNC | Semantic Feature-Based Learning Framework for Energy-Limited Semantic Communication System. | Zechuan Fang, Mengying Sun, Yining Wang, Xiaodong Xu |
| 2024 | WCNC | Semantic Communication-Enabled Wireless Adaptive Panoramic Video Transmission. | Haixiao Gao, Mengying Sun, Xiaodong Xu, Shujun Han |
| 2024 | WCNC | 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 |
| 2024 | WWW | Rankitect: Ranking Architecture Search Battling World-class Engineers at Meta Scale. | Wei Wen, Kuang-Hung Liu, Igor Fedorov, Xin Zhang, Hang Yin, Weiwei Chu, Kaveh Hassani, Mengying Sun, Jiang Liu, Xu Wang, Lin Jiang, Yuxin Chen, Buyun Zhang, Xi Liu, Dehua Cheng, Zhengxing Chen, Guang Zhao, Fangqiu Han, Jiyan Yang, Yuchen Hao, Liang Xiong, Wen-Yen Chen |
| 2024 | WWW | AutoML for Large Capacity Modeling of Meta's Ranking Systems. | Hang Yin, Kuang-Hung Liu, Mengying Sun, Yuxin Chen, Buyun Zhang, Jiang Liu, Vivek Sehgal, Rudresh Rajnikant Panchal, Eugen Hotaj, Xi Liu, Daifeng Guo, Jamey Zhang, Zhou Wang, Shali Jiang, Huayu Li, Zhengxing Chen, Wen-Yen Chen, Jiyan Yang, Wei Wen |
| 2022 | INFOCOM | Age-Energy Efficiency in WPCNs: A Deep Reinforcement Learning Approach. | Haina Zheng, Ke Xiong, Mengying Sun, Zhangdui Zhong, Khaled Ben Letaief |
| 2022 | KDD | MolSearch: Search-based Multi-objective Molecular Generation and Property Optimization. | Mengying Sun, Jing Xing, Han Meng, Huijun Wang, Bin Chen, Jiayu Zhou |
| 2022 | VTC | Deep Reinforcement Learning for Over-the-Air Federated Learning in SWIPT-Enabled IoT Networks. | Xinran Zhang, Hui Tian, Wanli Ni, Mengying Sun |
| 2021 | ICML | Learning Deep Neural Networks under Agnostic Corrupted Supervision. | Boyang Liu, Mengying Sun, Ding Wang, Pang-Ning Tan, Jiayu Zhou |
| 2021 | KDD | MoCL: Data-driven Molecular Fingerprint via Knowledge-aware Contrastive Learning from Molecular Graph. | Mengying Sun, Jing Xing, Huijun Wang, Bin Chen, Jiayu Zhou |
| 2020 | AAAI | Structure-Based Drug-Drug Interaction Detection via Expressive Graph Convolutional Networks and Deep Sets (Student Abstract). | Mengying Sun, Fei Wang, Olivier Elemento, Jiayu Zhou |
| 2020 | ICDM | Robust Collaborative Learning with Noisy Labels. | Mengying Sun, Jing Xing, Bin Chen, Jiayu Zhou |
| 2020 | PIMRC | Joint Spectrum and Power Allocation in 5G Integrated Access and Backhaul Networks at mmWave Band. | Shumeng Zhang, Xiaodong Xu, Mengying Sun, Xiaofeng Tao, Cong Liu |
| 2018 | APCC | Rate-based Cell Range Expansion for mmWave Massive MIMO Enabled Two-Tier HetNets. | Sisai Fang, Xiaoxuan Zhu, Xiaodong Xu, Mengying Sun, Tommy Svensson |
| 2018 | KDD | Subspace Network: Deep Multi-Task Censored Regression for Modeling Neurodegenerative Diseases. | Mengying Sun, Inci M. Baytas, Liang Zhan, Zhangyang Wang, Jiayu Zhou |
| 2018 | KDD | Identify Susceptible Locations in Medical Records via Adversarial Attacks on Deep Predictive Models. | Mengying Sun, Fengyi Tang, Jinfeng Yi, Fei Wang, Jiayu Zhou |
| 2017 | KDD | Multi-Modality Disease Modeling via Collective Deep Matrix Factorization. | Qi Wang, Mengying Sun, Liang Zhan, Paul Thompson, Shuiwang Ji, Jiayu Zhou |
| 2017 | PIMRC | Energy efficient uplink transmission for UE-to network relay in heterogeneous networks. | Shiqing Zhang, Xiaodong Xu, Mengying Sun, Xiaoxuan Tang, Xiaofeng Tao |