| 2025 | ICASSP | Confusion-Aware Prototypical Contrastive Learning for Open-Vocabulary Object Detection. | Hongqiang Cheng, Le Jiang, Guoming Li, Xiaozhou Ye, Ye Ouyang |
| 2025 | ICIP | YOLO-VG: Enhancing Multi-Stage Feature Interaction for Visual Grounding. | Yang Liu, Le Jiang, Guoming Li, Xiaozhou Ye, Ye Ouyang |
| 2025 | ICML | Contrastive Private Data Synthesis via Weighted Multi-PLM Fusion. | Tianyuan Zou, Yang Liu, Peng Li, Yufei Xiong, Jianqing Zhang, Jingjing Liu, Xiaozhou Ye, Ye Ouyang, Ya-Qin Zhang |
| 2025 | MOBICOM | LLM-Explorer: Towards Efficient and Affordable LLM-based Exploration for Mobile Apps. | Shanhui Zhao, Hao Wen, Wenjie Du, Cheng Liang, Yunxin Liu, Xiaozhou Ye, Ye Ouyang, Yuanchun Li |
| 2025 | PAKDD | A Nested Zeroth-Order Fine-Tuning Approach for Cloud-Edge LLM Agents. | Ya Liu, Kai Yang, Yu Zhu, Keying Yang, Chengtao Jian, Wuguang Ni, Xiaozhou Ye, Ye Ouyang |
| 2024 | ACL | SwapMoE: Serving Off-the-shelf MoE-based Large Language Models with Tunable Memory Budget. | Rui Kong, Yuanchun Li, Qingtian Feng, Weijun Wang, Xiaozhou Ye, Ye Ouyang, Linghe Kong, Yunxin Liu |
| 2024 | GLOBECOM | SC-Telco RAG: Enhancing RAG through Structured Contexts in Telecommunications. | Junjie Du, Jianbing Ding, Jingyi Li, Xidong Wang, Xiaozhou Ye, Ye Ouyang |
| 2024 | ICANN | A Weakly Supervised Part Detection Method for Robust Fine-Grained Classification. | Yang Liu, Le Jiang, Guoming Li, Xiaozhou Ye, Ye Ouyang |
| 2024 | ICASSP | Multi-Teacher Distillation for Incremental Object Detection. | Le Jiang, Hongqiang Cheng, Xiaozhou Ye, Ye Ouyang |
| 2024 | Mobiquitous | Deep Generative Domain Adaptation with Temporal Relation Knowledge for Cross-User Activity Recognition. | Xiaozhou Ye, Kevin I-Kai Wang |
| 2023 | GLOBECOM | Applying Multiple-Correlations of Network to Cell Traffic Forecasting. | Wenwen Li, Mingjie Liao, Xidong Wang, Yun Li, Xiaozhou Ye, Ye Ouyang |
| 2023 | MMM | A Proposal-Improved Few-Shot Embedding Model with Contrastive Learning. | Fucai Gong, Yuchen Xie, Le Jiang, Keming Chen, Yunxin Liu, Xiaozhou Ye, Ye Ouyang |
| 2023 | MOBICOM | AdaptiveNet: Post-deployment Neural Architecture Adaptation for Diverse Edge Environments. | Hao Wen, Yuanchun Li, Zunshuai Zhang, Shiqi Jiang, Xiaozhou Ye, Ye Ouyang, Yaqin Zhang, Yunxin Liu |
| 2023 | Mobiquitous | Cross-User Activity Recognition via Temporal Relation Optimal Transport. | Xiaozhou Ye, Kevin I-Kai Wang |
| 2022 | UIC | Brisk-Yolo: A Lightweight Object Detection Algorithm for Edge Devices. | Yang Liu, Le Jiang, Guoming Li, Yunxin Liu, Xiaozhou Ye, Ye Ouyang, Aidong Yang |
| 2022 | UIC | Self-distilled Named Entity Recognition Based on Boundary Detection and Biaffine Attention. | Yong Song, Zhiwei Yan, Yukun Qin, Xiaozhou Ye, Ye Ouyang |
| 2018 | SERA | Service Differentiation Strategy Based on User Demands for Https Web Servers. | Lu Yan, Haojiang Deng, Xiao Chen, Xiaozhou Ye |
| 2016 | ISCC | A storage approach for OpenFlow switch based on Protocol Oblivious Forwarding. | Jinghong Wu, Hong Ni, Xuewen Zeng, Li Ding, Xiaozhou Ye |
| 2016 | ISCC | Goodput guaranteed buffer management strategy for streaming data with packet dependencies. | Jinghong Wu, Hong Ni, Xuewen Zeng, Xiaozhou Ye |