| 2026 | KSEM | EMS-GL: Adaptive Evict-then-Merge Strategy for KV Cache Compression Based on Global-Local Importance. | Yingxin Li, Ye Li, Yuan Meng, Xinzhu Ma, Zihan Geng, Shutao Xia, Zhi Wang |
| 2025 | ACL | Benchmarking Open-ended Audio Dialogue Understanding for Large Audio-Language Models. | Kuofeng Gao, Shutao Xia, Ke Xu, Philip Torr, Jindong Gu |
| 2025 | ACL | Modeling Uncertainty in Composed Image Retrieval via Probabilistic Embeddings. | Haomiao Tang, Jinpeng Wang, Yuang Peng, Guanghao Meng, Ruisheng Luo, Bin Chen, Long Chen, Yaowei Wang, Shutao Xia |
| 2025 | IJCAI | Efficient Differentiable Approximation of Generalized Low-rank Regularization. | Naiqi Li, Yuqiu Xie, Peiyuan Liu, Tao Dai, Yong Jiang, Shutao Xia |
| 2024 | SIGIR | ReFer: Retrieval-Enhanced Vertical Federated Recommendation for Full Set User Benefit. | Wenjie Li, Zhongren Wang, Jinpeng Wang, Shutao Xia, Jile Zhu, Mingjian Chen, Jiangke Fan, Jia Cheng, Jun Lei |
| 2023 | AAAI | Combating Unknown Bias with Effective Bias-Conflicting Scoring and Gradient Alignment. | Bowen Zhao, Chen Chen, Qian-Wei Wang, Anfeng He, Shutao Xia |
| 2023 | ACL | LET: Leveraging Error Type Information for Grammatical Error Correction. | Lingyu Yang, Hongjia Li, Lei Li, Chengyin Xu, Shutao Xia, Chun Yuan |
| 2023 | ISCC | Anomaly Detection in Heterogeneous Time Series Data for Server-Monitoring Tasks. | Rui Yu, Fei Xiao, Zhiliang Wang, Jiahai Yang, Dongqi Han, Zhihua Wang, Minghui Jin, Chenglong Li, Enhuan Dong, Shutao Xia |
| 2022 | CVPR | PILC: Practical Image Lossless Compression with an End-to-end GPU Oriented Neural Framework. | Ning Kang, Shanzhao Qiu, Shifeng Zhang, Zhenguo Li, Shutao Xia |
| 2022 | ICASSP | Energy Alignment for Bias Rectification in Class Incremental Learning. | Bowen Zhao, Chen Chen, Xi Xiao, Qi Ju, Shutao Xia |
| 2022 | ICIP | Improved DC Estimation for JPEG Compression Via Convex Relaxation. | Jianghui Zhang, Bin Chen, Yujun Huang, Han Qiu, Zhi Wang, Shutao Xia |
| 2022 | ICPR | Graph Data Augmentation for Node Classification. | Ziyu Wei, Xi Xiao, Bin Zhang, Guangwu Hu, Qing Li, Shutao Xia |
| 2022 | IWQoS | FABMon: Enabling Fast and Accurate Network Available Bandwidth Estimation. | Tao Jin, Weichao Li, Qing Li, Qianyi Huang, Yong Jiang, Shutao Xia |
| 2021 | AAAI | Knowledge Refinery: Learning from Decoupled Label. | Qianggang Ding, Sifan Wu, Tao Dai, Hao Sun, Jiadong Guo, Zhang-Hua Fu, Shutao Xia |
| 2021 | AAAI | Weakly Supervised Deep Hyperspherical Quantization for Image Retrieval. | Jinpeng Wang, Bin Chen, Qiang Zhang, Zaiqiao Meng, Shangsong Liang, Shutao Xia |
| 2021 | ICASSP | Efficient Face Manipulation Via Deep Feature Disentanglement And Reintegration Net. | Bin Cheng, Tao Dai, Bin Chen, Shutao Xia, Xiu Li |
| 2021 | ICNP | ISP Self-Operated BGP Anomaly Detection Based on Weakly Supervised Learning. | Yutao Dong, Qing Li, Richard O. Sinnott, Yong Jiang, Shutao Xia |
| 2021 | IJCNN | Attribute Structured Knowledge Distillation. | Yunxiao Wang, Tao Dai, Bin Chen, Shutao Xia |
| 2021 | IJCNN | A Novel and High-Accuracy Rumor Detection Approach using Kernel Subtree and Deep Learning Networks. | Ziyu Wei, Xi Xiao, Guangwu Hu, Bin Zhang, Qing Li, Shutao Xia |
| 2021 | IWQoS | Byte-Label Joint Attention Learning for Packet-grained Network Traffic Classification. | Kelong Mao, Xi Xiao, Guangwu Hu, Xiapu Luo, Bin Zhang, Shutao Xia |
| 2021 | KSEM | Knowledge Distillation via Channel Correlation Structure. | Bo Li, Bin Chen, Yunxiao Wang, Tao Dai, Maowei Hu, Yong Jiang, Shutao Xia |
| 2021 | RTSS | Joint Model and Data Adaptation for Cloud Inference Serving. | Jingyan Jiang, Ziyue Luo, Chenghao Hu, Zhaoliang He, Zhi Wang, Shutao Xia, Chuan Wu |
| 2020 | ICASSP | Self-Paced Probabilistic Principal Component Analysis For Data With Outliers. | Bowen Zhao, Xi Xiao, Wanpeng Zhang, Bin Zhang, Guojun Gan, Shutao Xia |
| 2020 | IJCNN | SDCN: Sparsity and Diversity Driven Correlation Networks for Traffic Demand Forecasting. | Wenjie Li, Xue Yang, Xiaohu Tang, Shutao Xia |
| 2020 | SIGCOMM | SAM: Self-Attention based Deep Learning Method for Online Traffic Classification. | Guorui Xie, Qing Li, Yong Jiang, Tao Dai, Gengbiao Shen, Rui Li, Richard O. Sinnott, Shutao Xia |
| 2019 | ICASSP | Non-local Self-attention Structure for Function Approximation in Deep Reinforcement Learning. | Zhixiang Wang, Xi Xiao, Guangwu Hu, Yao Yao, Dianyan Zhang, Zhendong Peng, Qing Li, Shutao Xia |
| 2019 | ICCV | Hilbert-Based Generative Defense for Adversarial Examples. | Yang Bai, Yan Feng, Yisen Wang, Tao Dai, Shutao Xia, Yong Jiang |
| 2018 | IWQoS | Byte Segment Neural Network for Network Traffic Classification. | Rui Li, Xi Xiao, Shiguang Ni, Haitao Zheng, Shutao Xia |
| 2015 | INFOCOM | The problems and solutions of network update in SDN: A survey. | Songtao Wang, Dan Li, Shutao Xia |