| 2026 | AAAI | Flora: Effortless Context Construction to Arbitrary Length and Scale. | Tianxiang Chen, Zhentao Tan, Xiaofan Bo, Yue Wu, Tao Gong, Qi Chu, Jieping Ye |
| 2026 | AAAI | Unlocking Dynamic Inter-Client Spatial Dependencies: A Federated Spatio-temporal Graph Learning Method for Traffic Flow Forecasting. | Feng Wang, Tianxiang Chen, Shuyue Wei, Qian Chu, Yi Zhang, Yifan Sun, Zhiming Zheng |
| 2026 | AAAI | Oblivionis: A Lightweight Learning and Unlearning Framework for Federated Large Language Models. | Fuyao Zhang, Xinyu Yan, Tiantong Wu, Wenjie Li, Tianxiang Chen, Yang Cao, Ran Yan, Longtao Huang, Wei Yang Bryan Lim, Qiang Yang |
| 2025 | ICASSP | Dynamic Incentive Model for Federated Learning Model Trading via Evolutionary Game Theory. | Tianxiang Chen, Feng Wang, Wenjie Hou, Shaoting Tang, Zhiming Zheng |
| 2025 | ICASSP | HFE-RWKV: High-Frequency Enhanced RWKV Model for Efficient Left Ventricle Segmentation in Pediatric Echocardiograms. | Zi Ye, Tianxiang Chen, Ziyang Wang, Hanwei Zhang, Lijun Zhang |
| 2024 | AAAI | TCI-Former: Thermal Conduction-Inspired Transformer for Infrared Small Target Detection. | Tianxiang Chen, Zhentao Tan, Qi Chu, Yue Wu, Bin Liu, Nenghai Yu |
| 2024 | EMNLP | Llama SLayer 8B: Shallow Layers Hold the Key to Knowledge Injection. | Tianxiang Chen, Zhentao Tan, Tao Gong, Yue Wu, Qi Chu, Bin Liu, Jieping Ye, Nenghai Yu |
| 2024 | ICDCS | Toward Free-Riding Attack on Cross-Silo Federated Learning Through Evolutionary Game. | Tianxiang Chen, Feng Wang, Wangjie Qiu, Qinnan Zhang, Zehui Xiong, Zhiming Zheng |
| 2024 | ICIP | Quadruple-Consistency Vision Transformer for Medical Image Segmentation with Limited Number of Sparse Annotations. | Yufan Liu, Ziyang Wang, Tianxiang Chen, Zi Ye |
| 2024 | ICPR | HFENet: High-Frequency Enhanced Network for Shape-Aware Segmentation of Left Ventricle in Pediatric Echocardiograms. | Tianxiang Chen, Ziyang Wang, Zi Ye |
| 2024 | Interspeech | Source Tracing of Audio Deepfake Systems. | Nicholas Klein, Tianxiang Chen, Hemlata Tak, Ricardo Casal, Elie Khoury |
| 2023 | ICASSP | BAUENet: Boundary-Aware Uncertainty Enhanced Network for Infrared Small Target Detection. | Tianxiang Chen, Qi Chu, Zhentao Tan, Bin Liu, Nenghai Yu |
| 2023 | IJCAI | Fluid Dynamics-Inspired Network for Infrared Small Target Detection. | Tianxiang Chen, Qi Chu, Bin Liu, Nenghai Yu |
| 2022 | HPCC | Machine Learning-enabled Performance Model for DNN Applications and AI Accelerator. | Ruohan Wu, Mingfan Li, Hanxi Li, Tianxiang Chen, Xinghui Tian, Xiaoxin Xu, Bin Zhou, Junshi Chen, Hong An |
| 2022 | ICASSP | Speaker Embedding Conversion for Backward and Cross-Channel Compatibility. | Tianxiang Chen, Elie Khoury |
| 2022 | SERVICES | A Novel Graph-based Computation Offloading Strategy for Workflow Applications in Mobile Edge Computing. | Xuejun Li, Tianxiang Chen, Dong Yuan, Jia Xu, Xiao Liu |
| 2021 | ICWS | An Edge based Federated Learning Framework for Person Re-identification in UAV Delivery Service. | Chong Zhang, Xiao Liu, Jia Xu, Tianxiang Chen, Gang Li, Frank Jiang, Xuejun Li |