A Game Theoretical Approach for Load Balancing User Association in 802.11 Wireless Networks. - Wenchao Xu 001; Cunqing Hua; Aiping Huang (GLOBECOM, 2010)

Channel Assignment and User Association Game in Dense 802.11 Wireless Networks. - Wenchao Xu 001; Cunqing Hua; Aiping Huang (ICC, 2011)

Ti-Fi: Terminal-to-terminal communication incorporated Wi-Fi offloading. - Wenchao Xu 001; Yuan Wu 001; Haibo Zhou; Yuanguo Bi; Nan Cheng; Xuemin Sherman Shen (WCSP, 2016)

An Efficient PMIPv6-Based Handoff Scheme for Urban Vehicular Networks. - Yuanguo Bi; Haibo Zhou; Wenchao Xu 001; Xuemin Sherman Shen; Hai Zhao 002 (IEEE Trans. Intell. Transp. Syst., 2016)

3D Drone-cell deployment optimization for drone assisted radio access networks. - Weisen Shi; Junling Li; Wenchao Xu 001; Haibo Zhou; Ning Zhang 007; Xuemin Shen (ICCC, 2017)

Throughput Analysis of In-Vehicle Internet Access via On-Road WiFi Access Points. - Wenchao Xu 001; Haibo Zhou; Weisen Shi; Feng Lyu 001; Xuemin Shen (VTC Fall, 2017)

Delay Analysis of In-Vehicle Internet Access Via On-Road WiFi Access Points. - Wenchao Xu 001; Hassan Aboubakr Omar; Weihua Zhuang; Xuemin Sherman Shen (IEEE Access, 2017)

Service-Oriented Dynamic Connection Management for Software-Defined Internet of Vehicles. - Jiacheng Chen; Haibo Zhou; Ning Zhang 007; Wenchao Xu 001; Quan Yu; Lin Gui 001; Xuemin Shen (IEEE Trans. Intell. Transp. Syst., 2017)

Toward 5G Spectrum Sharing for Immersive-Experience-Driven Vehicular Communications. - Haibo Zhou; Wenchao Xu 001; Yuanguo Bi; Jiacheng Chen; Quan Yu; Xuemin Sherman Shen (IEEE Wirel. Commun., 2017)

Reinforcement Learning Policy for Adaptive Edge Caching in Heterogeneous Vehicular Network. - Jiayin Chen; Wenchao Xu 001; Nan Cheng; Huaqing Wu; Shan Zhang 001; Xuemin Sherman Shen (GLOBECOM, 2018)

Matching-Based Content Caching in Heterogeneous Vehicular Networks. - Huaqing Wu; Wenchao Xu 001; Jiayin Chen; Li Wang 039; Xuemin Shen (GLOBECOM, 2018)

ViFi: Vehicle-to-Vehicle Assisted Traffic Offloading via Roadside WiFi Networks. - Wenchao Xu 001; Huaqing Wu; Jiayin Chen; Weisen Shi; Haibo Zhou; Nan Cheng; Xuemin Sherman Shen (GLOBECOM, 2018)

ABC: Adaptive Beacon Control for Rear-End Collision Avoidance in VANETs. - Feng Lyu 001; Hongzi Zhu; Nan Cheng; Yanmin Zhu 006; Haibo Zhou; Wenchao Xu 001; Guangtao Xue; Minglu Li 001 (SECON, 2018)

Multiple Drone-Cell Deployment Analyses and Optimization in Drone Assisted Radio Access Networks. - Weisen Shi; Junling Li; Wenchao Xu 001; Haibo Zhou; Ning Zhang 007; Shan Zhang 001; Xuemin Shen (IEEE Access, 2018)

Air-Ground Integrated Mobile Edge Networks: Architecture, Challenges, and Opportunities. - Nan Cheng; Wenchao Xu 001; Weisen Shi; Yi Zhou 004; Ning Lu 001; Haibo Zhou; Xuemin Shen (IEEE Commun. Mag., 2018)

Internet of vehicles in big data era. - Wenchao Xu 001; Haibo Zhou; Nan Cheng; Feng Lyu 001; Weisen Shi; Jiayin Chen; Xuemin Shen (IEEE CAA J. Autom. Sinica, 2018)

DBCC: Leveraging Link Perception for Distributed Beacon Congestion Control in VANETs. - Feng Lyu 001; Nan Cheng; Haibo Zhou; Wenchao Xu 001; Weisen Shi; Jiayin Chen; Minglu Li 001 (IEEE Internet Things J., 2018)

Big Data Driven Vehicular Networks. - Nan Cheng; Feng Lyu 001; Jiayin Chen; Wenchao Xu 001; Haibo Zhou; Shan Zhang 001; Xuemin Sherman Shen (IEEE Netw., 2018)

Intelligent Context-Aware Communication Paradigm Design for IoVs Based on Data Analytics. - Feng Lyu 001; Nan Cheng; Hongzi Zhu; Haibo Zhou; Wenchao Xu 001; Minglu Li 001; Xuemin Sherman Shen (IEEE Netw., 2018)

Drone Assisted Vehicular Networks: Architecture, Challenges and Opportunities. - Weisen Shi; Haibo Zhou; Junling Li; Wenchao Xu 001; Ning Zhang 007; Xuemin Shen (IEEE Netw., 2018)

Exploiting Hotspot-2.0 for Traffic Offloading in Mobile Networks. - Wenchao Xu 001; Haibo Zhou; Yuanguo Bi; Nan Cheng; Xuemin Shen; Lakshmi V. Thanayankizil; Fan Bai 002 (IEEE Netw., 2018)

MoMAC: Mobility-Aware and Collision-Avoidance MAC for Safety Applications in VANETs. - Feng Lyu 001; Hongzi Zhu; Haibo Zhou; Liping Qian 001; Wenchao Xu 001; Minglu Li 001; Xuemin Shen (IEEE Trans. Veh. Technol., 2018)

SS-MAC: A Novel Time Slot-Sharing MAC for Safety Messages Broadcasting in VANETs. - Feng Lyu 001; Hongzi Zhu; Haibo Zhou; Wenchao Xu 001; Ning Zhang 007; Minglu Li 001; Xuemin Shen (IEEE Trans. Veh. Technol., 2018)

A Queueing Analysis of the Opportunistic Vehicle-to-Vehicle Communication. - Wenchao Xu 001; Song Guo 001; Haibo Zhou; Shiheng Ma; Mingli Wu (GLOBECOM, 2019)

Efficient Rate Adaptation for 802.11af TVWS Vehicular Access via Deep Learning. - Wenchao Xu 001; Chao Ma; Song Guo 001; Haibo Zhou (GLOBECOM, 2019)

Design of Active Learning Framework for Collaborative Anomaly Detection. - He Cai; Cunqing Hua; Wenchao Xu 001 (WCSP, 2019)

Intelligent Link Adaptation in 802.11 Vehicular Networks: Challenges and Solutions. - Wenchao Xu 001; Haibo Zhou; Huaqing Wu; Feng Lyu 001; Nan Cheng; Xuemin Shen (IEEE Commun. Stand. Mag., 2019)

Throughput Analysis of Vehicular Internet Access via Roadside WiFi Hotspot. - Wenchao Xu 001; Weisen Shi; Feng Lyu 001; Haibo Zhou; Nan Cheng; Xuemin Shen (IEEE Trans. Veh. Technol., 2019)

User Clustering and Proactive Group Handover Scheduling in LEO Satellite Networks. - Ke Zhu; Cunqing Hua; Pengwenlong Gu; Wenchao Xu 001 (ComComAP, 2020)

Proactive Link Adaptation for Marine Internet of Things in TV White Space. - Wenchao Xu 001; Haibo Zhou; Tingting Yang 001; Huaqing Wu; Song Guo 001 (ICC, 2020)

Collaborative Anomaly Detection for Internet of Things based on Federated Learning. - Seongwoo Kim; He Cai; Cunqing Hua; Pengwenlong Gu; Wenchao Xu 001; Jeonghyeok Park (ICCC, 2020)

Joint Power Allocation for Non-orthogonal Multiple Access in Wireless Backhaul Networks. - Xiaoqi Yang 004; Cunqing Hua; Pengwenlong Gu; Wenchao Xu 001 (ICFC, 2020)

Back Shape Measurement and Three-Dimensional Reconstruction of Spinal Shape Using One Kinect Sensor. - Zhenda Xu; Yong Zhang; Chunyang Fu; Limin Liu; Cong Chen; Wenchao Xu 001; Song Guo 001 (ISBI, 2020)

Autonomous Rate Control for Mobile Internet of Things: A Deep Reinforcement Learning Approach. - Wenchao Xu 001; Haibo Zhou; Nan Cheng; Ning Lu 001; Lijuan Xu 002; Meng Qin 001; Song Guo 001 (VTC Fall, 2020)

An Improved SC Flip Decoding Algorithm of Polar Codes Based on Genetic Algorithm. - Xiumin Wang; Qiangqiang Ma; Jun Li 065; Hongchao Zhang; Wenchao Xu 001 (IEEE Access, 2020)

Optimal power allocation for non-orthogonal multiple access in wireless backhaul networks. - Xiaoqi Yang 004; Cunqing Hua; Wenchao Xu 001; Pengwenlong Gu (IET Commun., 2020)

Control Channel Anti-Jamming in Vehicular Networks via Cooperative Relay Beamforming. - Pengwenlong Gu; Cunqing Hua; Wenchao Xu 001; Rida Khatoun; Yue Wu 010; Ahmed Serhrouchni (IEEE Internet Things J., 2020)

Enabling Security-Aware D2D Spectrum Resource Sharing for Connected Autonomous Vehicles. - Xuesen Peng; Haibo Zhou; Bo Qian 001; Kai Yu 010; Feng Lyu 001; Wenchao Xu 001 (IEEE Internet Things J., 2020)

Vehicular Networking-Enabled Vehicle State Prediction via Two-Level Quantized Adaptive Kalman Filtering. - Li Ping Qian 001; Anqi Feng; Ningning Yu; Wenchao Xu 001; Yuan Wu 001 (IEEE Internet Things J., 2020)

Augmenting Drive-Thru Internet via Reinforcement Learning-Based Rate Adaptation. - Wenchao Xu 001; Song Guo 001; Shiheng Ma; Haibo Zhou; Mingli Wu; Weihua Zhuang (IEEE Internet Things J., 2020)

Evolutionary V2X Technologies Toward the Internet of Vehicles: Challenges and Opportunities. - Haibo Zhou; Wenchao Xu 001; Jiacheng Chen; Wei Wang 100 (Proc. IEEE, 2020)

Characterizing Urban Vehicle-to-Vehicle Communications for Reliable Safety Applications. - Feng Lyu 001; Hongzi Zhu; Nan Cheng; Haibo Zhou; Wenchao Xu 001; Minglu Li 001; Xuemin Shen (IEEE Trans. Intell. Transp. Syst., 2020)

Delay-Minimized Edge Caching in Heterogeneous Vehicular Networks: A Matching-Based Approach. - Huaqing Wu; Jiayin Chen; Wenchao Xu 001; Nan Cheng; Weisen Shi; Li Wang 039; Xuemin Shen (IEEE Trans. Wirel. Commun., 2020)

Resource Management in Space-Air-Ground Integrated Vehicular Networks: SDN Control and AI Algorithm Design. - Huaqing Wu; Jiayin Chen; Conghao Zhou; Weisen Shi; Nan Cheng; Wenchao Xu 001; Weihua Zhuang; Xuemin Sherman Shen (IEEE Wirel. Commun., 2020)

Internet Access in Vehicular Networks - Wenchao Xu 001; Haibo Zhou; Xuemin (Sherman) Shen (Springer, 2021)

Weighted Sum-Rate Maximization for Multi-IRS Aided Integrated Terrestrial-Satellite Networks. - Hao Dong; Cunqing Hua; Lingya Liu; Wenchao Xu 001; Rahim Tafazolli (GLOBECOM, 2021)

Towards Integrated Terrestrial-Satellite Network via Intelligent Reflecting Surface. - Hao Dong; Cunqing Hua; Lingya Liu; Wenchao Xu 001 (ICC, 2021)

Parameterized Knowledge Transfer for Personalized Federated Learning. - Jie Zhang 076; Song Guo 001; Xiaosong Ma; Haozhao Wang; Wenchao Xu 001; Feijie Wu (NeurIPS, 2021)

Joint Resource Allocation and User Scheduling Scheme for Federated Learning. - Jinglong Shen; Nan Cheng; Zhisheng Yin; Wenchao Xu 001 (VTC Fall, 2021)

Service-Oriented Energy-Latency Tradeoff for IoT Task Partial Offloading in MEC-Enhanced Multi-RAT Networks. - Meng Qin 001; Nan Cheng; Zewei Jing; Tingting Yang 001; Wenchao Xu 001; Qinghai Yang; Ramesh R. Rao (IEEE Internet Things J., 2021)

Space-air-ground integrated networks for future IoT: Architecture, management, service and performance. - Feng Lyu 001; Wenchao Xu 001; Quan Yuan 004; Katsuya Suto (Peer-to-Peer Netw. Appl., 2021)

Towards Rear-End Collision Avoidance: Adaptive Beaconing for Connected Vehicles. - Feng Lyu 001; Nan Cheng; Hongzi Zhu; Haibo Zhou; Wenchao Xu 001; Minglu Li 001; Xuemin Shen (IEEE Trans. Intell. Transp. Syst., 2021)

Delay Optimal Concurrent Transmissions With Raptor Codes in Dual Connectivity Networks. - Mingcheng He; Cunqing Hua; Wenchao Xu 001; Pengwenlong Gu; Xuemin Sherman Shen (IEEE Trans. Netw. Sci. Eng., 2021)

Layer-wised Model Aggregation for Personalized Federated Learning. - Xiaosong Ma; Jie Zhang 076; Song Guo 001; Wenchao Xu 001 (CVPR, 2022)

SigT: An Efficient End-to-End MIMO-OFDM Receiver Framework Based on Transformer. - Ziyou Ren; Nan Cheng; Ruijin Sun; Xiucheng Wang; Ning Lu 001; Wenchao Xu 001 (ICCSPA, 2022)

AoI Minimization Charging at Wireless-Powered Network Edge. - Quan Chen 003; Song Guo 001; Wenchao Xu 001; Zhipeng Cai 001; Lianglun Cheng; Hong Gao 001 (ICDCS, 2022)

Sustainable Federated Learning with Long-term Online VCG Auction Mechanism. - Leijie Wu; Song Guo 001; Yi Liu 057; Zicong Hong; Yufeng Zhan; Wenchao Xu 001 (ICDCS, 2022)

Fusing Onboard Modalities with V2V Information for Autonomous Driving. - Haodong Wan; Wenchao Xu 001; Nan Cheng; Zhisheng Yin (VTC Spring, 2022)

Design of Low-latency Overlay Protocol for Blockchain Delivery Networks. - Yiqing Zhu; Cunqing Hua; Dingjie Zhong; Wenchao Xu 001 (WCNC, 2022)

Vertical Machine Unlearning: Selectively Removing Sensitive Information From Latent Feature Space. - Tao Guo 004; Song Guo 001; Jiewei Zhang; Wenchao Xu 001; Junxiao Wang (CoRR, 2022)

PromptFL: Let Federated Participants Cooperatively Learn Prompts Instead of Models - Federated Learning in Age of Foundation Model. - Tao Guo 004; Song Guo 001; Junxiao Wang; Wenchao Xu 001 (CoRR, 2022)

FedTune: A Deep Dive into Efficient Federated Fine-Tuning with Pre-trained Transformers. - Jinyu Chen; Wenchao Xu 001; Song Guo 001; Junxiao Wang; Jie Zhang 076; Haozhao Wang (CoRR, 2022)

Demystify Self-Attention in Vision Transformers from a Semantic Perspective: Analysis and Application. - Leijie Wu; Song Guo 001; Yaohong Ding; Junxiao Wang; Wenchao Xu 001; Richard Yida Xu; Jie Zhang 076 (CoRR, 2022)

ProCC: Progressive Cross-primitive Consistency for Open-World Compositional Zero-Shot Learning. - Fushuo Huo; Wenchao Xu 001; Song Guo 001; Jingcai Guo; Haozhao Wang; Ziming Liu (CoRR, 2022)

AirCon: Over-the-Air Consensus for Wireless Blockchain Networks. - Xin Xie; Cunqing Hua; Pengwenlong Gu; Wenchao Xu 001 (CoRR, 2022)

Gradient Scheduling With Global Momentum for Asynchronous Federated Learning in Edge Environment. - Haozhao Wang; Ruixuan Li 001; Chengjie Li; Pan Zhou 001; Yuhua Li 003; Wenchao Xu 001; Song Guo 001 (IEEE Internet Things J., 2022)

A Comprehensive Survey on Training Acceleration for Large Machine Learning Models in IoT. - Haozhao Wang; Zhihao Qu; Qihua Zhou; Haobo Zhang 002; Boyuan Luo; Wenchao Xu 001; Song Guo 001; Ruixuan Li 001 (IEEE Internet Things J., 2022)

Liquid Software-Based Edge Intelligence for Future 6G Networks. - Tingting Yang 001; Meng Qin 001; Nan Cheng; Wenchao Xu 001; Lian Zhao (IEEE Netw., 2022)

PS+: A Simple yet Effective Framework for Fast Training on Parameter Server. - A-Long Jin; Wenchao Xu 001; Song Guo 001; Bing Hu 002; Kwan Lawrence Yeung (IEEE Trans. Parallel Distributed Syst., 2022)

Leveraging Blockchain for Multi-Operator Access Sharing Management in Internet of Vehicles. - Dou Hu; Jiacheng Chen; Haibo Zhou; Kai Yu 010; Bo Qian 001; Wenchao Xu 001 (IEEE Trans. Veh. Technol., 2022)

PMR: Prototypical Modal Rebalance for Multimodal Learning. - Yunfeng Fan; Wenchao Xu 001; Haozhao Wang; Junxiao Wang; Song Guo 001 (CVPR, 2023)

DaFKD: Domain-aware Federated Knowledge Distillation. - Haozhao Wang; Yichen Li 006; Wenchao Xu 001; Ruixuan Li 001; Yufeng Zhan; Zhigang Zeng (CVPR, 2023)

Non-Inducible RF Fingerprint Hiding via Feature Perturbation. - Zhaoyi Lu; Jiazhong Bao; Xin Xie; Wenchao Xu 001; Cunqing Hua (ICC, 2023)

RingSFL: An Adaptive Federated Learning System for Heterogeneous Clients. - Jinglong Shen; Nan Cheng; Zhisheng Yin; Yuchuan Fu; Wenchao Xu 001; Song Guo 001 (ICCC, 2023)

Towards Unbiased Training in Federated Open-world Semi-supervised Learning. - Jie Zhang 076; Xiaosong Ma; Song Guo 001; Wenchao Xu 001 (ICML, 2023)

AOCC-FL: Federated Learning with Aligned Overlapping via Calibrated Compensation. - Haozhao Wang; Wenchao Xu 001; Yunfeng Fan; Ruixuan Li 001; Pan Zhou 001 (INFOCOM, 2023)

Optimizing Average AoI with Directional Charging for Wireless-Powered Network Edge. - Quan Chen 003; Song Guo 001; Wenchao Xu 001; Jing Li 093; Tuo Shi; Zhipeng Cai 001; Hong Gao 001 (IWQoS, 2023)

SwapPrompt: Test-Time Prompt Adaptation for Vision-Language Models. - Xiaosong Ma; Jie Zhang 076; Song Guo 001; Wenchao Xu 001 (NeurIPS, 2023)

Service-Oriented Resource Allocation in SDN Enabled LEO Satellite Networks. - Jingchao He; Nan Cheng; Zhisheng Yin; Haibo Zhou; Wenchao Xu 001; Haixia Peng; Conghao Zhou; Ruqian Zhang (PIMRC, 2023)

A Practical Fast Model Inference System Over Tiny Wireless Device. - Wenchao Xu 001; Haodong Wan; Nan Cheng; Haibo Zhou; Meng Qin 001 (PIMRC, 2023)

Decompose, Then Reconstruct: A Framework of Network Structures for Click-Through Rate Prediction. - Jiaming Li; Lang Lang; Zhenlong Zhu; Haozhao Wang; Ruixuan Li 001; Wenchao Xu 001 (ECML/PKDD (1), 2023)

DualMix: Unleashing the Potential of Data Augmentation for Online Class-Incremental Learning. - Yunfeng Fan; Wenchao Xu 001; Haozhao Wang; Jiaqi Zhu 002; Junxiao Wang; Song Guo 001 (CoRR, 2023)

Offline-Online Class-incremental Continual Learning via Dual-prototype Self-augment and Refinement. - Fushuo Huo; Wenchao Xu 001; Jingcai Guo; Haozhao Wang; Yunfeng Fan; Song Guo 001 (CoRR, 2023)

MDENet: Multi-modal Dual-embedding Networks for Malware Open-set Recognition. - Jingcai Guo; Yuanyuan Xu 004; Wenchao Xu 001; Yufeng Zhan; Yuxia Sun; Song Guo 001 (CoRR, 2023)

Intelligent Reflecting Surface-Aided Integrated Terrestrial-Satellite Networks. - Hao Dong; Cunqing Hua; Lingya Liu; Wenchao Xu 001; Rahim Tafazolli (IEEE Trans. Wirel. Commun., 2023)

Joint Beamformer Design and User Scheduling for Integrated Terrestrial-Satellite Networks. - Hao Dong; Cunqing Hua; Lingya Liu; Wenchao Xu 001; Song Guo 001; Rahim Tafazolli (IEEE Trans. Wirel. Commun., 2023)

ProCC: Progressive Cross-Primitive Compatibility for Open-World Compositional Zero-Shot Learning. - Fushuo Huo; Wenchao Xu 001; Song Guo 001; Jingcai Guo; Haozhao Wang; Ziming Liu; Xiaocheng Lu (AAAI, 2024)

Non-exemplar Online Class-Incremental Continual Learning via Dual-Prototype Self-Augment and Refinement. - Fushuo Huo; Wenchao Xu 001; Jingcai Guo; Haozhao Wang; Yunfeng Fan (AAAI, 2024)

Knowledge-Aware Parameter Coaching for Personalized Federated Learning. - Mingjian Zhi; Yuanguo Bi; Wenchao Xu 001; Haozhao Wang; Tianao Xiang (AAAI, 2024)

C2KD: Bridging the Modality Gap for Cross-Modal Knowledge Distillation. - Fushuo Huo; Wenchao Xu 001; Jingcai Guo; Haozhao Wang; Song Guo 001 (CVPR, 2024)

Overcome Modal Bias in Multi-modal Federated Learning via Balanced Modality Selection. - Yunfeng Fan; Wenchao Xu 001; Haozhao Wang; Fushuo Huo; Jinyu Chen; Song Guo 001 (ECCV (81), 2024)

Personalized Federated Domain-Incremental Learning Based on Adaptive Knowledge Matching. - Yichen Li 006; Wenchao Xu 001; Haozhao Wang; Yining Qi; Jingcai Guo; Ruixuan Li 001 (ECCV (46), 2024)

ALWNN: Automatic Modulation Classification via Adaptive Lightweight Wavelet Neural Network. - Yunhao Quan; Nan Cheng; Xiucheng Wang; Zhisheng Yin; Wenchao Xu 001; Danyang Wang (GLOBECOM, 2024)

Disentangle Estimation of Causal Effects from Cross-Silo Data. - Yuxuan Liu 017; Haozhao Wang; Shuang Wang 002; Zhiming He; Wenchao Xu 001; Jialiang Zhu; Fan Yang (ICASSP, 2024)

Physical Layer Overshadowing Attack on Semantic Communication System. - Zhaoyi Lu; Wenchao Xu 001; Xin Xie; Ming Tu; Haozhao Wang; Cunqing Hua (ICC, 2024)

Amend to Alignment: Decoupled Prompt Tuning for Mitigating Spurious Correlation in Vision-Language Models. - Jie Zhang 076; Xiaosong Ma; Song Guo 001; Peng Li 017; Wenchao Xu 001; Xueyang Tang; Zicong Hong (ICML, 2024)

FedBAT: Communication-Efficient Federated Learning via Learnable Binarization. - Shiwei Li 002; Wenchao Xu 001; Haozhao Wang; Xing Tang 007; Yining Qi; Shijie Xu; Weihong Luo; Yuhua Li 003; Xiuqiang He 001; Ruixuan Li 001 (ICML, 2024)

Contamination-Resilient Anomaly Detection via Adversarial Learning on Partially-Observed Normal and Anomalous Data. - Wenxi Lv; Qinliang Su; Hai Wan; Hongteng Xu; Wenchao Xu 001 (ICML, 2024)

OTAS: An Elastic Transformer Serving System via Token Adaptation. - Jinyu Chen; Wenchao Xu 001; Zicong Hong; Song Guo 001; Haozhao Wang; Jie Zhang 076; Deze Zeng (INFOCOM, 2024)

FedNLR: Federated Learning with Neuron-wise Learning Rates. - Haozhao Wang; Peirong Zheng; Xingshuo Han; Wenchao Xu 001; Ruixuan Li 001; Tianwei Zhang 004 (KDD, 2024)

Detached and Interactive Multimodal Learning. - Yunfeng Fan; Wenchao Xu 001; Haozhao Wang; Junhong Liu; Song Guo 001 (ACM Multimedia, 2024)

Cross-modal Representation Flattening for Multi-modal Domain Generalization. - Yunfeng Fan; Wenchao Xu 001; Haozhao Wang; Song Guo 001 (NeurIPS, 2024)

Client-wise Modality Selection for Balanced Multi-modal Federated Learning. - Yunfeng Fan; Wenchao Xu 001; Haozhao Wang; Penghui Ruan; Song Guo 001 (CoRR, 2024)

Balanced Multi-modal Federated Learning via Cross-Modal Infiltration. - Yunfeng Fan; Wenchao Xu 001; Haozhao Wang; Jiaqi Zhu 002; Song Guo 001 (CoRR, 2024)

Erasing Radio Frequency Fingerprints via Active Adversarial Perturbation. - Zhaoyi Lu; Wenchao Xu 001; Ming Tu; Xin Xie; Cunqing Hua; Nan Cheng (CoRR, 2024)

ST-Mamba: Spatial-Temporal Mamba for Traffic Flow Estimation Recovery using Limited Data. - Doncheng Yuan; Jianzhe Xue; Jinshan Su; Wenchao Xu 001; Haibo Zhou (CoRR, 2024)

GNN-Empowered Effective Partial Observation MARL Method for AoI Management in Multi-UAV Network. - Yuhao Pan; Xiucheng Wang; Zhiyao Xu; Nan Cheng; Wenchao Xu 001; Junjie Zhang (CoRR, 2024)

A QoE-Aware Split Inference Accelerating Algorithm for NOMA-based Edge Intelligence. - Xin Yuan 003; Ning Li 003; Quan Chen 003; Wenchao Xu 001; Zhaoxin Zhang; Song Guo 001 (CoRR, 2024)

Deploying Foundation Model Powered Agent Services: A Survey. - Wenchao Xu 001; Jinyu Chen; Peirong Zheng; Xiaoquan Yi; Tianyi Tian; Wenhui Zhu; Quan Wan; Haozhao Wang; Yunfeng Fan; Qinliang Su; Xuemin Shen (CoRR, 2024)

Unleashing the Power of Continual Learning on Non-Centralized Devices: A Survey. - Yichen Li 006; Haozhao Wang; Wenchao Xu 001; Tianzhe Xiao; Hong Liu; Minzhu Tu; Yuying Wang; Xin Yang; Rui Zhang 003; Shui Yu 001; Song Guo 001; Ruixuan Li 001 (CoRR, 2024)

UTDNet: A unified triplet decoder network for multimodal salient object detection. - Fushuo Huo; Ziming Liu; Jingcai Guo; Wenchao Xu 001; Song Guo 001 (Neural Networks, 2024)

Peak AoI Minimization With Directional Charging for Data Collection at Wireless-Powered Network Edge. - Quan Chen 003; Song Guo 001; Wenchao Xu 001; Jing Li 093; Kang Wei; Zhipeng Cai 001; Hong Gao 001 (IEEE Trans. Serv. Comput., 2024)

AI-Generated Content-Based Edge Learning for Fast and Efficient Few-Shot Defect Detection in IIoT. - Siyuan Li 005; Xi Lin 003; Wenchao Xu 001; Jianhua Li 001 (IEEE Trans. Serv. Comput., 2024)

A General 3-D Geometry-Based Stochastic Channel Model for B5G mmWave IIoT. - Wen Gu; Yang Liu 065; Cheng-Xiang Wang 001; Wenchao Xu 001; Yu Yu 002; Wen-Jun Lu; Hongbo Zhu 002 (IEEE Internet Things J., 2024)

Optimization-Driven DRL-Based Joint Beamformer Design for IRS-Aided ITSN Against Smart Jamming Attacks. - Hao Dong; Cunqing Hua; Lingya Liu; Wenchao Xu 001; Song Guo 001 (IEEE Trans. Wirel. Commun., 2024)

Tree Learning: Towards Promoting Coordination in Scalable Multi-Client Training Acceleration. - Tao Guo 004; Song Guo 001; Feijie Wu; Wenchao Xu 001; Jiewei Zhang; Qihua Zhou; Quan Chen 003; Weihua Zhuang (IEEE Trans. Mob. Comput., 2024)

Mobile Collaborative Learning Over Opportunistic Internet of Vehicles. - Wenchao Xu 001; Haozhao Wang; Zhaoyi Lu; Cunqing Hua; Nan Cheng; Song Guo 001 (IEEE Trans. Mob. Comput., 2024)

PromptFL: Let Federated Participants Cooperatively Learn Prompts Instead of Models - Federated Learning in Age of Foundation Model. - Tao Guo 004; Song Guo 001; Junxiao Wang; Xueyang Tang; Wenchao Xu 001 (IEEE Trans. Mob. Comput., 2024)

RingSFL: An Adaptive Split Federated Learning Towards Taming Client Heterogeneity. - Jinglong Shen; Nan Cheng; Xiucheng Wang; Feng Lyu 001; Wenchao Xu 001; Zhi Liu 002; Khalid Aldubaikhy; Xuemin Shen (IEEE Trans. Mob. Comput., 2024)

Long-Term Adaptive VCG Auction Mechanism for Sustainable Federated Learning With Periodical Client Shifting. - Leijie Wu; Song Guo 001; Zicong Hong; Yi Liu 057; Wenchao Xu 001; Yufeng Zhan (IEEE Trans. Mob. Comput., 2024)

AirCon: Over-the-Air Consensus for Wireless Blockchain Networks. - Xin Xie; Cunqing Hua; Jianan Hong; Pengwenlong Gu; Wenchao Xu 001 (IEEE Trans. Mob. Comput., 2024)

Fast Packet Loss Inferring via Personalized Simulation-Reality Distillation. - Wenchao Xu 001; Haodong Wan; Haozhao Wang; Nan Cheng; Quan Chen 003; Haibo Zhou; Song Guo 001 (IEEE Trans. Mob. Comput., 2024)

Optimal Power Control and CSI Acquisition for Over-the-Air Computation in OFDM System. - Xin Xie; Cunqing Hua; Jianan Hong; Wenchao Xu 001 (IEEE Trans. Wirel. Commun., 2024)

Mobility-Aware Utility Maximization in Digital Twin-Enabled Serverless Edge Computing. - Jing Li 093; Song Guo 001; Weifa Liang; Jianping Wang 001; Quan Chen 003; Wenchao Xu 001; Kang Wei; Xiaohua Jia (IEEE Trans. Computers, 2024)

Towards Real-Time Inference Offloading With Distributed Edge Computing: The Framework and Algorithms. - Quan Chen 003; Song Guo 001; Kaijia Wang; Wenchao Xu 001; Jing Li 093; Zhipeng Cai 001; Hong Gao 001; Albert Y. Zomaya (IEEE Trans. Mob. Comput., 2024)

Caching User-Generated Content in Distributed Autonomous Networks via Contextual Bandit. - Duyu Chen; Wenchao Xu 001; Haozhao Wang; Yining Qi; Ruixuan Li 001; Pan Zhou 001; Song Guo 001 (IEEE Trans. Mob. Comput., 2024)

GNN-Empowered Effective Partial Observation MARL Method for AoI Management in Multi-UAV Network. - Yuhao Pan; Xiucheng Wang; Zhiyao Xu; Nan Cheng; Wenchao Xu 001; Jun-Jie Zhang 007 (IEEE Internet Things J., 2024)

Distributed and latency-aware beaconing for asynchronous duty-cycled IoT networks. - Ming Yi; Qinglin Xie; Peng Long; Yuhang Wu 008; Quan Chen 003; Fanlong Zhang; Wenchao Xu 001 (Peer Peer Netw. Appl., 2024)

SR-FDIL: Synergistic Replay for Federated Domain-Incremental Learning. - Yichen Li 006; Wenchao Xu 001; Yining Qi; Haozhao Wang; Ruixuan Li 001; Song Guo 001 (IEEE Trans. Parallel Distributed Syst., 2024)

Rethinking Personalized Client Collaboration in Federated Learning. - Leijie Wu; Song Guo 001; Yaohong Ding; Junxiao Wang; Wenchao Xu 001; Yufeng Zhan; Anne-Marie Kermarrec (IEEE Trans. Mob. Comput., 2024)

Boosting Fine-Grained Visual Anomaly Detection with Coarse-Knowledge-Aware Adversarial Learning. - Qingqing Fang; Qinliang Su; Wenxi Lv; Wenchao Xu 001; Jianxing Yu (AAAI, 2025)

Self-Introspective Decoding: Alleviating Hallucinations for Large Vision-Language Models. - Fushuo Huo; Wenchao Xu 001; Zhong Zhang; Haozhao Wang; Zhicheng Chen; Peilin Zhao (ICLR, 2025)

One-for-All Few-Shot Anomaly Detection via Instance-Induced Prompt Learning. - Wenxi Lv; Qinliang Su; Wenchao Xu 001 (ICLR, 2025)

Privacy-Friendly Cross-Domain Recommendation via Distilling User-irrelevant Information. - Cheng Wang 025; Wenchao Xu 001; Haozhao Wang; Wei Liu 144; Ruixuan Li 001 (WWW, 2025)

A Tensor-Based Data-Driven Approach for Multidimensional Harmonic Retrieval and Its Application for MIMO Channel Sounding. - Yanming Zhang; Wenchao Xu 001; A-Long Jin; Min Li 032; Ping Yuan; Lijun Jiang; Steven Gao (IEEE Internet Things J., 2025)

DECC: Delay-Aware Edge-Cloud Collaboration for Accelerating DNN Inference. - Zirui Zhuang; Jianan Chen 010; Wenchao Xu 001; Qi Qi 001; Song Guo 001; Jingyu Wang 001; Lu Lu 015; Hongwei Yang; Jianxin Liao (IEEE Trans. Emerg. Top. Comput., 2025)

FeCoGraph: Label-Aware Federated Graph Contrastive Learning for Few-Shot Network Intrusion Detection. - Qinghua Mao; Xi Lin 003; Wenchao Xu 001; Yuxin Qi; Xiu Su; Gaolei Li; Jianhua Li 001 (IEEE Trans. Inf. Forensics Secur., 2025)

Concealing Radio Frequency Fingerprints via Active Adversarial Perturbation. - Zhaoyi Lu; Ming Tu; Xin Xie; Wenchao Xu 001; Cunqing Hua; Weihua Zhuang (IEEE Trans. Netw. Sci. Eng., 2025)

Model Decomposition and Reassembly for Purified Knowledge Transfer in Personalized Federated Learning. - Jie Zhang 076; Song Guo 001; Xiaosong Ma; Wenchao Xu 001; Qihua Zhou; Jingcai Guo; Zicong Hong; Jun Shan (IEEE Trans. Mob. Comput., 2025)

Knowledge-Aware Parameter Coaching for Communication-Efficient Personalized Federated Learning in Mobile Edge Computing. - Mingjian Zhi; Yuanguo Bi; Lin Cai 001; Wenchao Xu 001; Haozhao Wang; Tianao Xiang; Qiang He 002 (IEEE Trans. Mob. Comput., 2025)

Harmonizing Global and Local Class Imbalance for Federated Learning. - Jialiang Zhu; Hao Zheng; Wenchao Xu 001; Haozhao Wang; Zhiming He; Yuxuan Liu 017; Shuang Wang 002; Qi Sun (IEEE Trans. Mob. Comput., 2025)

ALWNN Empowered Automatic Modulation Classification: Conquering Complexity and Scarce Sample Conditions. - Yunhao Quan; Chuang Gao; Nan Cheng; Zhijie Zhang; Zhisheng Yin; Wenchao Xu 001; Danyang Wang (CoRR, 2025)

Mobility and Cost Aware Inference Accelerating Algorithm for Edge Intelligence. - Xin Yuan 003; Ning Li 003; Kang Wei; Wenchao Xu 001; Quan Chen 003; Hao Chen; Song Guo 001 (IEEE Trans. Mob. Comput., 2025)

Multimodal Dual-Embedding Networks for Malware Open-Set Recognition. - Jingcai Guo; Han Wang; Yuanyuan Xu 004; Wenchao Xu 001; Yufeng Zhan; Yuxia Sun; Song Guo 001 (IEEE Trans. Neural Networks Learn. Syst., 2025)

A Systematic Survey on Federated Sequential Recommendation. - Yichen Li 006; Qiyu Qin; Gaoyang Zhu; Wenchao Xu 001; Haozhao Wang; Yuhua Li 003; Rui Zhang 003; Ruixuan Li 001 (CoRR, 2025)

A Lightweight Multi-BS Cooperation AKA Mechanism for Fully Decoupled RAN. - Ning Wang 053; Jiacheng Chen; Wenchao Xu 001; Liquan Chen; Haibo Zhou (IEEE Internet Things J., 2025)

Enhanced Multidimensional Harmonic Retrieval in MIMO Wireless Channel Sounding. - Yanming Zhang; Wenchao Xu 001; A-Long Jin; Tianquan Tang; Min Li 032; Peifeng Ma; Lijun Jiang; Steven Gao (IEEE Internet Things J., 2025)

Average AoI Minimization With Directional Charging for Wireless-Powered Network Edge. - Quan Chen 003; Song Guo 001; Wenchao Xu 001; Jing Li 093; Tuo Shi; Hong Gao 001; Zhipeng Cai 001 (IEEE Trans. Mob. Comput., 2025)

On-Demand Multimedia Delivery in 6G: An Optimal-Cost Steiner Tree Approach. - Zien Wang; Xiucheng Wang; Nan Cheng; Wenchao Xu 001; Wei Quan 001; Ruijin Sun; Conghao Zhou (CoRR, 2025)

Collaborative Inference and Learning between Edge SLMs and Cloud LLMs: A Survey of Algorithms, Execution, and Open Challenges. - Senyao Li; Haozhao Wang; Wenchao Xu 001; Rui Zhang 003; Song Guo 001; Jingling Yuan; Xian Zhong; Tianwei Zhang 004; Ruixuan Li 001 (CoRR, 2025)

Efficient Edge LLMs Deployment via HessianAware Quantization and CPU GPU Collaborative. - Tuo Zhang; Ning Li 003; Xin Yuan 003; Wenchao Xu 001; Quan Chen 003; Song Guo 001; Haijun Zhang 001 (CoRR, 2025)

CoMoE: Collaborative Optimization of Expert Aggregation and Offloading for MoE-based LLMs at Edge. - Muqing Li; Ning Li 003; Xin Yuan 003; Wenchao Xu 001; Quan Chen 003; Song Guo 001; Haijun Zhang 001 (CoRR, 2025)