| 2026 | ACL | When Efficiency Meets Safety: A Benchmark Security Analysis of KV Cache Compression in Large Language Models. | Xiaoxiao Ma, Kuofeng Gao, Zeyi Lu, Wenxi Jiang, Hao Fang, Hao Wu, Bin Chen, Shu-Tao Xia |
| 2026 | ACL | CLARITY: A Framework and Benchmark for Conversational Language Ambiguity and Unanswerability in Interactive NL2SQL Systems. | Tabinda Sarwar, Farhad Moghimifar, Cong Duy Vu Hoang, Xiaoxiao Ma, Shawn Chang Xu, Fahimeh Saleh, Poorya Zaremoodi, Avirup Sil, Katrin Kirchhoff |
| 2026 | ICPR | BaySurf-SANF: Bayesian Surface Reconstruction Using Self-Attention and Normalizing Flows. | Xiaoxiao Ma, Hamid Laga, Anuj Srivastava |
| 2026 | WWW | MoE-LC: General-Purpose Lossless Compression for Multi-modal Data via Entropy-Aware Multi-Experts. | Zeyi Lu, Xiaoxiao Ma, Yujun Huang, Minxiao Chen, Bin Chen, Shu-Tao Xia |
| 2026 | WWW | Semi-Supervised Fake News Detection with Mixture of Experts. | Zhenyu Yang, Chaoyu Yang, Wenfeng Xu, Xiuxiu Hao, Huan Wang, Ge Zhang, Xiaoxiao Ma, Jun Shen |
| 2026 | WWW | Revisiting Graph-Level Anomaly Detection: From Partially to Fully Unsupervised Learning. | Zhenyu Yang, Ge Zhang, Shan Xue, Xiaoxiao Ma, Jian Yang, Hao Peng, Amin Beheshti, Jia Wu |
| 2025 | ICCV | HQ-CLIP: Leveraging Large Vision-Language Models to Create High-Quality Image-Text Datasets and CLIP Models. | Zhixiang Wei, Guangting Wang, Xiaoxiao Ma, Ke Mei, Huaian Chen, Yi Jin, Fengyun Rao |
| 2025 | KDD | GDendrite: On Heterophilous Graph Contexts Mining with Versatile Neural Dendrites Framework. | Ruikun Li, Ye Xiao, Xiaoxiao Ma, Andrey Vasnev, Junbin Gao |
| 2025 | SEKE | EXE-Reviewer: Towards EXplainable and Effective Review Comments Generation. | Yifei Liu, Junyi Lu, Li Yang, Yang Wang, Zheng Zhang, Xiaoxiao Ma, Jiajia Ma, Fengjun Zhang, Chun Zuo |
| 2024 | CVPR | Stronger, Fewer, & Superior: Harnessing Vision Foundation Models for Domain Generalized Semantic Segmentation. | Zhixiang Wei, Lin Chen, Yi Jin, Xiaoxiao Ma, Tianle Liu, Pengyang Ling, Ben Wang, Huaian Chen, Jinjin Zheng |
| 2024 | EMNLP | On Fake News Detection with LLM Enhanced Semantics Mining. | Xiaoxiao Ma, Yuchen Zhang, Kaize Ding, Jian Yang, Jia Wu, Hao Fan |
| 2024 | KDD | Graph Anomaly Detection with Few Labels: A Data-Centric Approach. | Xiaoxiao Ma, Ruikun Li, Fanzhen Liu, Kaize Ding, Jian Yang, Jia Wu |
| 2024 | KDD | Divide and Denoise: Empowering Simple Models for Robust Semi-Supervised Node Classification against Label Noise. | Kaize Ding, Xiaoxiao Ma, Yixin Liu, Shirui Pan |
| 2024 | WWW | Heterogeneous Subgraph Transformer for Fake News Detection. | Yuchen Zhang, Xiaoxiao Ma, Jia Wu, Jian Yang, Hao Fan |
| 2023 | IJCNN | DccGraph: Detecting Criminal Communities with Augmented Criminal Network Construction and Graph Neural Network. | Yuanzhe Yang, Li Yang, Lingwei Li, Xiaoxiao Ma, Lei Yu, Chun Zuo |
| 2023 | ISCAS | A Scalable RDMA Network Interface Card with Efficient Cache Management. | Xiaoxiao Ma, Fan Yang, Zhan Wang, Ning Kang, Guojun Yuan, Xunjun An |
| 2023 | KDD | Towards Graph-level Anomaly Detection via Deep Evolutionary Mapping. | Xiaoxiao Ma, Jia Wu, Jian Yang, Quan Z. Sheng |
| 2023 | SSDBM | Heterogeneous Graph Neural Network via Knowledge Relations for Fake News Detection. | Bingbing Xie, Xiaoxiao Ma, Jia Wu, Jian Yang, Shan Xue, Hao Fan |
| 2022 | ICCD | csRNA: Connection-Scalable RDMA NIC Architecture in Datacenter Environment. | Ning Kang, Zhan Wang, Fan Yang, Xiaoxiao Ma, Zhenlong Ma, Guojun Yuan, Guangming Tan |
| 2022 | ICDM | DAGAD: Data Augmentation for Graph Anomaly Detection. | Fanzhen Liu, Xiaoxiao Ma, Jia Wu, Jian Yang, Shan Xue, Amin Beheshti, Chuan Zhou, Hao Peng, Quan Z. Sheng, Charu C. Aggarwal |
| 2019 | FPGA | SwitchAgg: A Further Step Towards In-Network Computation. | Fan Yang, Zhan Wang, Xiaoxiao Ma, Guojun Yuan, Xuejun An |
| 2019 | ISPA | Understanding the Performance of In-Network Computing: A Case Study. | Fan Yang, Zhan Wang, Xiaoxiao Ma, Guojun Yuan, Xuejun An |
| 2019 | ISPA | SwitchAgg: A Further Step Towards In-Network Computing. | Fan Yang, Zhan Wang, Xiaoxiao Ma, Guojun Yuan, Xuejun An |
| 2018 | IGARSS | Hyper-Laplacian Regularized Low-Rank Tensor Decomposition for Hyperspectral Anomaly Detection. | Xiaoxiao Ma, Xiangrong Zhang, Ning Huyan, Xu Tang, Biao Hou, Licheng Jiao |
| 2018 | IGARSS | Spatial-Spectral Graph-Based Nonlinear Embedding Dimensionality Reduction for Hyperspectral Image Classificaiton. | Xiangrong Zhang, Yaru Han, Ning Huyan, Chen Li, Jie Feng, Li Gao, Xiaoxiao Ma |
| 2018 | Interspeech | Stress Distribution of Given Information in Chinese Reading Texts. | Yuan Jia, Xiaoxiao Ma |
| 2017 | ICICS | Server-Aided Directly Revocable Ciphertext-Policy Attribute-Based Encryption with Verifiable Delegation. | Gang Yu, Xiaoxiao Ma, Zhenfu Cao, Weihua Zhu, Guang Zeng |
| 2015 | CBMS | Application of Mobile Games to Support Clinical Data Collection for Patients with Niemann-Pick Disease. | Richard O. Sinnott, Jun Han, William Hu, Xiaoxiao Ma, Kuai Yu |
| 2015 | UIC | Controlling Smart TVs Using Touch Gestures on Mobile Devices. | Jiaxu Sun, Yongchao Li, Linzhang Wang, Xuandong Li, Xiaoxiao Ma, Jing Xu, Guanling Chen |