| 2026 | AAAI | SheetBrain: A Neuro-Symbolic Agent for Accurate Reasoning over Complex and Large Spreadsheets. | Ziwei Wang, Jiayuan Su, Mengyu Zhou, Huaxing Zeng, Mengni Jia, Xiao Lv, Haoyu Dong, Xiaojun Ma, Shi Han, Dongmei Zhang |
| 2026 | ACL | Not All Tokens Matter: Towards Efficient LLM Reasoning via Token Significance in Reinforcement Learning. | Hanbing Liu, Lang Cao, Yuanyi Ren, Mengyu Zhou, Haoyu Dong, Xiaojun Ma, Shi Han, Dongmei Zhang |
| 2025 | ACL | Large Language Models for Predictive Analysis: How Far Are They? | Qin Chen, Yuanyi Ren, Xiaojun Ma, Yuyang Shi |
| 2025 | EMNLP | SheetDesigner: MLLM-Powered Spreadsheet Layout Generation with Rule-Based and Vision-Based Reflection. | Qin Chen, Yuanyi Ren, Xiaojun Ma, Mugeng Liu, Shi Han, Dongmei Zhang |
| 2025 | ICASSP | Extract Information from Hybrid Long Documents Leveraging LLMs: A Framework and Dataset. | Chongjian Yue, Xinrun Xu, Xiaojun Ma, Lun Du, Zhiming Ding, Shi Han, Dongmei Zhang, Qi Zhang |
| 2025 | WWW | LLM-powered Heterogeneous Information Network Analytics. | Hao Chen, Lun Du, Xu Chen, Xiaojun Ma, Jiang Zhang |
| 2024 | AAAI | Text2Analysis: A Benchmark of Table Question Answering with Advanced Data Analysis and Unclear Queries. | Xinyi He, Mengyu Zhou, Xinrun Xu, Xiaojun Ma, Rui Ding, Lun Du, Yan Gao, Ran Jia, Xu Chen, Shi Han, Zejian Yuan, Dongmei Zhang |
| 2023 | IJCAI | Hierarchical Transformer for Scalable Graph Learning. | Wenhao Zhu, Tianyu Wen, Guojie Song, Xiaojun Ma, Liang Wang |
| 2023 | KDD | On Manipulating Signals of User-Item Graph: A Jacobi Polynomial-based Graph Collaborative Filtering. | Jiayan Guo, Lun Du, Xu Chen, Xiaojun Ma, Qiang Fu, Shi Han, Dongmei Zhang, Yan Zhang |
| 2023 | KDD | GetPt: Graph-enhanced General Table Pre-training with Alternate Attention Network. | Ran Jia, Haoming Guo, Xiaoyuan Jin, Chao Yan, Lun Du, Xiaojun Ma, Tamara Stankovic, Marko Lozajic, Goran Zoranovic, Igor Ilic, Shi Han, Dongmei Zhang |
| 2023 | WWW | Homophily-oriented Heterogeneous Graph Rewiring. | Jiayan Guo, Lun Du, Wendong Bi, Qiang Fu, Xiaojun Ma, Xu Chen, Shi Han, Dongmei Zhang, Yan Zhang |
| 2023 | WWW | Rethinking Structural Encodings: Adaptive Graph Transformer for Node Classification Task. | Xiaojun Ma, Qin Chen, Yi Wu, Guojie Song, Liang Wang, Bo Zheng |
| 2022 | ISCAS | Narrowband FSK Transceiver Circuit for Wireless Power and Data Transmission in Biomedical Implants. | Xiaojun Ma, Songping Mai |
| 2022 | WWW | GBK-GNN: Gated Bi-Kernel Graph Neural Networks for Modeling Both Homophily and Heterophily. | Lun Du, Xiaozhou Shi, Qiang Fu, Xiaojun Ma, Hengyu Liu, Shi Han, Dongmei Zhang |
| 2022 | WWW | Meta-Weight Graph Neural Network: Push the Limits Beyond Global Homophily. | Xiaojun Ma, Qin Chen, Yuanyi Ren, Guojie Song, Liang Wang |
| 2021 | CIKM | LEReg: Empower Graph Neural Networks with Local Energy Regularization. | Xiaojun Ma, Hanyue Chen, Guojie Song |
| 2021 | WWW | Improving Graph Neural Networks with Structural Adaptive Receptive Fields. | Xiaojun Ma, Junshan Wang, Hanyue Chen, Guojie Song |
| 2020 | ADMA | Elaborating the Bayesian Priors in Unsupervised Graph Embedding via Graph Concepts. | Xiaojun Ma, Ziyao Li, Siwei Wei, Guojie Song |
| 2020 | ECAI | EPNE: Evolutionary Pattern Preserving Network Embedding. | Junshan Wang, Yilun Jin, Guojie Song, Xiaojun Ma |
| 2019 | IJCAI | Tag2Gauss: Learning Tag Representations via Gaussian Distribution in Tagged Networks. | Yun Wang, Lun Du, Guojie Song, Xiaojun Ma, Lichen Jin, Wei Lin, Fei Sun |
| 2019 | ISKE | Hierarchical Region Merging for Multi-scale Image Segmentation. | Xiaojun Ma, Bo Peng, Xun Gong, Zeng Yu, Tianrui Li |
| 2018 | ICDM | Chinese Medical Concept Normalization by Using Text and Comorbidity Network Embedding. | Yizhou Zhang, Xiaojun Ma, Guojie Song |
| 2016 | ACSAC | Swords and shields: a study of mobile game hacks and existing defenses. | Yuan Tian, Eric Yawei Chen, Xiaojun Ma, Shuo Chen, Xiao Wang, Patrick Tague |
| 2012 | GLOBECOM | Correlation-based cell search and measurement for LTE and LTE-A. | Wen Xu, Xiaojun Ma |
| 2011 | CSCWD | Path planning for privacy preserving in location based service. | Guangjun Ji, Yuqing Sun, Xiaojun Ma |
| 2010 | MMSP | QoE based adaptation mechanism for media distribution in connected home. | Jianfeng Chen, Xiaojun Ma, Jun Li |
| 2009 | GLOBECOM | Neighbor-Assisted Location Calibration Mechanism in Wireless Network. | Jianfeng Chen, Xiaojun Ma |
| 2009 | WCNC | A scalable feedback suppression mechanism for multicast service in wireless TDMA network. | Jianfeng Chen, Ning Liao, Xiaojun Ma |
| 2008 | WCNC | The IEEE 802.11 Power Saving Mechanism: An Experimental Study. | Yong He, Ruixi Yuan, Xiaojun Ma, Jun Li |
| 2007 | ICNP | Scheduled PSM for Minimizing Energy in Wireless LANs. | Yong He, Ruixi Yuan, Xiaojun Ma, Jun Li, C. Wang |
| 2007 | ITC | Modeling facet roughening errors in self-assembly by snake tile sets. | Xiaojun Ma, Jing Huang, Fabrizio Lombardi |
| 2007 | VTS | Error Tolerance in DNA Self-Assembly by (2k-1) x (2k-1) Snake Tile Sets. | Xiaojun Ma, Jing Huang, Fabrizio Lombardi |
| 2000 | IROS | Open fuzzy force controller of manipulators with unknown environment parameters. | Peitao Shi, Min Tan, Xiaojun Ma |