| 2026 | AAAI | Backdooring Rationalization. | Lingxiao Kong, Jiahui Jiang, Wenchao Xu, Lei Wu |
| 2026 | AAAI | Causality-inspired Federated Learning for Dynamic Spatio-Temporal Graphs. | Yuxuan Liu, Wenchao Xu, Haozhao Wang, Zhiming He, Zhaofeng Shi, Chongyang Xu, Peichao Wang, Boyuan Zhang |
| 2026 | AAAI | Distilling Cross-Modal Knowledge via Feature Disentanglement. | Junhong Liu, Yuan Zhang, Tao Huang, Wenchao Xu, Renyu Yang |
| 2026 | INFOCOM | HALO: Semantic-Aware Distributed LLM Inference in Lossy Edge Network. | Peirong Zheng, Wenchao Xu, Haozhao Wang, Jinyu Chen, Xuemin Sherman Shen |
| 2026 | WWW | pFedDKS: Detached Knowledge Sharing for Personalized Federated Learning. | Haozhao Wang, Wenchao Xu, Jingzhi Wang, Yunfeng Fan, Xiaoquan Yi, Rui Zhang |
| 2026 | WWW | Self-Speculative Decoding for On-device MoE Acceleration. | Peirong Zheng, Wenchao Xu, Haozhao Wang |
| 2025 | AAAI | Boosting Fine-Grained Visual Anomaly Detection with Coarse-Knowledge-Aware Adversarial Learning. | Qingqing Fang, Qinliang Su, Wenxi Lv, Wenchao Xu, Jianxing Yu |
| 2025 | ICLR | Self-Introspective Decoding: Alleviating Hallucinations for Large Vision-Language Models. | Fushuo Huo, Wenchao Xu, Zhong Zhang, Haozhao Wang, Zhicheng Chen, Peilin Zhao |
| 2025 | ICLR | One-for-All Few-Shot Anomaly Detection via Instance-Induced Prompt Learning. | Wenxi Lv, Qinliang Su, Wenchao Xu |
| 2025 | ICML | BSemiFL: Semi-supervised Federated Learning via a Bayesian Approach. | Haozhao Wang, Shengyu Wang, Jiaming Li, Hao Ren, Xingshuo Han, Wenchao Xu, Shangwei Guo, Tianwei Zhang, Ruixuan Li |
| 2025 | MOBICOM | Poster: Coda: Context-aware Acceleration for Distributed LLM Decoding in Edge. | Peirong Zheng, Wenchao Xu, Haozhao Wang, Jinyu Chen |
| 2025 | WWW | Privacy-Friendly Cross-Domain Recommendation via Distilling User-irrelevant Information. | Cheng Wang, Wenchao Xu, Haozhao Wang, Wei Liu, Ruixuan Li |
| 2024 | AAAI | ProCC: Progressive Cross-Primitive Compatibility for Open-World Compositional Zero-Shot Learning. | Fushuo Huo, Wenchao Xu, Song Guo, Jingcai Guo, Haozhao Wang, Ziming Liu, Xiaocheng Lu |
| 2024 | AAAI | Non-exemplar Online Class-Incremental Continual Learning via Dual-Prototype Self-Augment and Refinement. | Fushuo Huo, Wenchao Xu, Jingcai Guo, Haozhao Wang, Yunfeng Fan |
| 2024 | AAAI | Knowledge-Aware Parameter Coaching for Personalized Federated Learning. | Mingjian Zhi, Yuanguo Bi, Wenchao Xu, Haozhao Wang, Tianao Xiang |
| 2024 | CVPR | C | Fushuo Huo, Wenchao Xu, Jingcai Guo, Haozhao Wang, Song Guo |
| 2024 | ECCV | Overcome Modal Bias in Multi-modal Federated Learning via Balanced Modality Selection. | Yunfeng Fan, Wenchao Xu, Haozhao Wang, Fushuo Huo, Jinyu Chen, Song Guo |
| 2024 | ECCV | Personalized Federated Domain-Incremental Learning Based on Adaptive Knowledge Matching. | Yichen Li, Wenchao Xu, Haozhao Wang, Yining Qi, Jingcai Guo, Ruixuan Li |
| 2024 | GLOBECOM | ALWNN: Automatic Modulation Classification via Adaptive Lightweight Wavelet Neural Network. | Yunhao Quan, Nan Cheng, Xiucheng Wang, Zhisheng Yin, Wenchao Xu, Danyang Wang |
| 2024 | HPCC | AWSSS: Adaptive Weighted Statistical Space Smoothing for Regression with Imbalance Data. | Xiaoquan Yi, Haozhao Wang, Zhenlong Zhu, Wei Liu, Wenchao Xu, Ruixuan Li |
| 2024 | ICASSP | Disentangle Estimation of Causal Effects from Cross-Silo Data. | Yuxuan Liu, Haozhao Wang, Shuang Wang, Zhiming He, Wenchao Xu, Jialiang Zhu, Fan Yang |
| 2024 | ICML | Amend to Alignment: Decoupled Prompt Tuning for Mitigating Spurious Correlation in Vision-Language Models. | Jie Zhang, Xiaosong Ma, Song Guo, Peng Li, Wenchao Xu, Xueyang Tang, Zicong Hong |
| 2024 | ICML | FedBAT: Communication-Efficient Federated Learning via Learnable Binarization. | Shiwei Li, Wenchao Xu, Haozhao Wang, Xing Tang, Yining Qi, Shijie Xu, Weihong Luo, Yuhua Li, Xiuqiang He, Ruixuan Li |
| 2024 | ICML | Contamination-Resilient Anomaly Detection via Adversarial Learning on Partially-Observed Normal and Anomalous Data. | Wenxi Lv, Qinliang Su, Hai Wan, Hongteng Xu, Wenchao Xu |
| 2024 | INFOCOM | OTAS: An Elastic Transformer Serving System via Token Adaptation. | Jinyu Chen, Wenchao Xu, Zicong Hong, Song Guo, Haozhao Wang, Jie Zhang, Deze Zeng |
| 2024 | IWQoS | MobiShare: Efficient Decentralized Data Sharing for Mobile Devices. | Long Chen, Feilong Tang, Xu Li, Jiacheng Liu, Yichuan Yu, Yanqin Yang, Jie Liu, Wenchao Xu, Han Yu, Hengzhi Wang |
| 2024 | KDD | FedNLR: Federated Learning with Neuron-wise Learning Rates. | Haozhao Wang, Peirong Zheng, Xingshuo Han, Wenchao Xu, Ruixuan Li, Tianwei Zhang |
| 2023 | CVPR | PMR: Prototypical Modal Rebalance for Multimodal Learning. | Yunfeng Fan, Wenchao Xu, Haozhao Wang, Junxiao Wang, Song Guo |
| 2023 | CVPR | DaFKD: Domain-aware Federated Knowledge Distillation. | Haozhao Wang, Yichen Li, Wenchao Xu, Ruixuan Li, Yufeng Zhan, Zhigang Zeng |
| 2023 | HPCC | Reinforcement Learning Based Control Domain Division in LEO Satellite Networks. | Feilong Tang, Xue Li, Long Chen, Jiacheng Liu, Ming Gao, Yanqin Yang, Wenchao Xu, Heteng Zhang |
| 2023 | ICML | Towards Unbiased Training in Federated Open-world Semi-supervised Learning. | Jie Zhang, Xiaosong Ma, Song Guo, Wenchao Xu |
| 2023 | INFOCOM | AOCC-FL: Federated Learning with Aligned Overlapping via Calibrated Compensation. | Haozhao Wang, Wenchao Xu, Yunfeng Fan, Ruixuan Li, Pan Zhou |
| 2023 | IWQoS | Optimizing Average AoI with Directional Charging for Wireless-Powered Network Edge. | Quan Chen, Song Guo, Wenchao Xu, Jing Li, Tuo Shi, Zhipeng Cai, Hong Gao |
| 2023 | PIMRC | Service-Oriented Resource Allocation in SDN Enabled LEO Satellite Networks. | Jingchao He, Nan Cheng, Zhisheng Yin, Haibo Zhou, Wenchao Xu, Haixia Peng, Conghao Zhou, Ruqian Zhang |
| 2023 | PIMRC | A Practical Fast Model Inference System Over Tiny Wireless Device. | Wenchao Xu, Haodong Wan, Nan Cheng, Haibo Zhou, Meng Qin |
| 2022 | CVPR | Layer-wised Model Aggregation for Personalized Federated Learning. | Xiaosong Ma, Jie Zhang, Song Guo, Wenchao Xu |
| 2022 | ICDCS | AoI Minimization Charging at Wireless-Powered Network Edge. | Quan Chen, Song Guo, Wenchao Xu, Zhipeng Cai, Lianglun Cheng, Hong Gao |
| 2022 | ICDCS | Sustainable Federated Learning with Long-term Online VCG Auction Mechanism. | Leijie Wu, Song Guo, Yi Liu, Zicong Hong, Yufeng Zhan, Wenchao Xu |
| 2022 | VTC | Fusing Onboard Modalities with V2V Information for Autonomous Driving. | Haodong Wan, Wenchao Xu, Nan Cheng, Zhisheng Yin |
| 2022 | WCNC | Design of Low-latency Overlay Protocol for Blockchain Delivery Networks. | Yiqing Zhu, Cunqing Hua, Dingjie Zhong, Wenchao Xu |
| 2021 | GLOBECOM | Weighted Sum-Rate Maximization for Multi-IRS Aided Integrated Terrestrial-Satellite Networks. | Hao Dong, Cunqing Hua, Lingya Liu, Wenchao Xu, Rahim Tafazolli |
| 2021 | HPCC | Semantic-Based Heterogeneous Controller Collaboration for Space-Terrestrial Integrated Networks. | Yaru Bao, Feilong Tang, Xu Li, Long Chen, Jiacheng Liu, Yanqin Yang, Wenchao Xu, Lijun Cao, Ping Han |
| 2021 | VTC | Joint Resource Allocation and User Scheduling Scheme for Federated Learning. | Jinglong Shen, Nan Cheng, Zhisheng Yin, Wenchao Xu |
| 2020 | HPCC | Multi-Layer and Heterogeneous Resource Management in SDN-Based Space-Terrestrial Integrated Networks. | Peng Dong, Min Gao, Feilong Tang, Lijun Cao, Xuhui Zhang, Ping Han, Yanqin Yang, Wenchao Xu, Xingjun Zhang |
| 2020 | HPCC | Dynamic Processing while Transmitting for SDN-based Space-Terrestrial Integrated Networks. | Guangxiong Wu, Feilong Tang, Lijun Cao, Ping Han, Yanqin Yang, Wenchao Xu, Xingjun Zhang |
| 2020 | HPCC | Dynamical Controller Placement Among SDN Space-Terrestrial Integrated Networks. | Xuhui Zhang, Feilong Tang, Lijun Cao, Long Chen, Jiadi Yu, Wenchao Xu, Xingjun Zhang, Jianjun Lei, Zhibo Wang |
| 2020 | VTC | Autonomous Rate Control for Mobile Internet of Things: A Deep Reinforcement Learning Approach. | Wenchao Xu, Haibo Zhou, Nan Cheng, Ning Lu, Lijuan Xu, Meng Qin, Song Guo |
| 2019 | GLOBECOM | A Queueing Analysis of the Opportunistic Vehicle-to-Vehicle Communication. | Wenchao Xu, Song Guo, Haibo Zhou, Shiheng Ma, Mingli Wu |
| 2019 | GLOBECOM | Efficient Rate Adaptation for 802.11af TVWS Vehicular Access via Deep Learning. | Wenchao Xu, Chao Ma, Song Guo, Haibo Zhou |
| 2019 | NPC | Optimal Resource Allocation Through Joint VM Selection and Placement in Private Clouds. | Hongkun Chen, Feilong Tang, Linghe Kong, Wenchao Xu, Xingjun Zhang, Yanqin Yang |
| 2018 | AINA | Queue State Based Dynamical Routing for Non-geostationary Satellite Networks. | Hezhong Li, Heteng Zhang, Liang Qiao, Feilong Tang, Wenchao Xu, Long Chen, Jie Li |
| 2018 | GLOBECOM | Reinforcement Learning Policy for Adaptive Edge Caching in Heterogeneous Vehicular Network. | Jiayin Chen, Wenchao Xu, Nan Cheng, Huaqing Wu, Shan Zhang, Xuemin Sherman Shen |
| 2018 | GLOBECOM | Matching-Based Content Caching in Heterogeneous Vehicular Networks. | Huaqing Wu, Wenchao Xu, Jiayin Chen, Li Wang, Xuemin Shen |
| 2018 | GLOBECOM | ViFi: Vehicle-to-Vehicle Assisted Traffic Offloading via Roadside WiFi Networks. | Wenchao Xu, Huaqing Wu, Jiayin Chen, Weisen Shi, Haibo Zhou, Nan Cheng, Xuemin Sherman Shen |
| 2018 | ICPR | Human Activity Recognition Based On Convolutional Neural Network. | Wenchao Xu, Yuxin Pang, Yanqin Yang, Yanbo Liu |
| 2018 | ISPA | Neighboring and Non-Neighboring Features for Pedestrian Detection. | Youze Zhu, Yanqin Yang, Wenchao Xu |
| 2018 | SECON | ABC: Adaptive Beacon Control for Rear-End Collision Avoidance in VANETs. | Feng Lyu, Hongzi Zhu, Nan Cheng, Yanmin Zhu, Haibo Zhou, Wenchao Xu, Guangtao Xue, Minglu Li |
| 2017 | AINA | Jointly Modeling Multi-grain Aspects and Opinions for Large-Scale Online Review. | Yang Zhang, Feilong Tang, Leonard Barolli, Yanqin Yang, Wenchao Xu |
| 2017 | AINA | Information Gain Based Maximum Task Matching in Spatial Crowdsourcing. | Jiantong Zhang, Feilong Tang, Leonard Barolli, Yanqin Yang, Wenchao Xu |
| 2017 | VTC | Throughput Analysis of In-Vehicle Internet Access via On-Road WiFi Access Points. | Wenchao Xu, Haibo Zhou, Weisen Shi, Feng Lyu, Xuemin Shen |
| 2016 | AINA | A QoS-Guaranteed Adaptive Cooperation Scheme in Cognitive Radio Network. | Yufeng Wang, Feilong Tang, Yanqin Yang, Jie Li, Wenchao Xu, Jinsong Wu |
| 2016 | TrustCom | An Optimized Layered Routing Algorithm for GEO/LEO Hybrid Satellite Networks. | Meng Jiang, Yanbo Liu, Wenchao Xu, Feilong Tang, Yanqin Yang, Lei Kuang |
| 2016 | TrustCom | An Indoor and Outdoor Seamless Positioning System Based on Android Platform. | Minglei Jia, Yanqin Yang, Lei Kuang, Wenchao Xu, Tianxing Chu, Hongzhi Song |
| 2016 | TrustCom | An Improved Multi-path Routing Algorithm for Hybrid LEO-MEO Satellite Networks. | Yanbo Liu, Wenchao Xu, Feilong Tang, Lei Kuang, Yanqin Yang |
| 2015 | GLOBECOM | Joint Routing and Channel Assignment for Delay Minimization in Multi-Channel Multi-Flow Mobile Cognitive Ad Hoc Networks. | Tong Zhou, Feilong Tang, Jie Li, Yanqin Yang, Wenchao Xu, Bin Yao, Minyi Guo |
| 2015 | ICONIP | An Effective Resolution Method of Chinese Multi-category Words with Conditional Random Field in Electronic Commerce. | Fan Fei, Yanqin Yang, Wenchao Xu, Yanfeng Yang |
| 2015 | WCNC | Joint channel assignment, stable routing and adaptive power control in mobile cognitive networks. | Jin Zhou, Feilong Tang, Jie Li, Wenchao Xu, Minyi Guo |
| 2014 | ICONIP | Out-Of-Vocabulary Words Recognition Based on Conditional Random Field in Electronic Commerce. | Yanfeng Yang, Yanqin Yang, Hu Guan, Wenchao Xu |
| 2010 | GLOBECOM | A Game Theoretical Approach for Load Balancing User Association in 802.11 Wireless Networks. | Wenchao Xu, Cunqing Hua, Aiping Huang |
| 2010 | PIMRC | Double auction based spectrum sharing for wireless operators. | Wenchao Xu, Jiangzhou Wang |