Xiaojun Ma

34 papers A* 13A 2C 1Misc 1Journal 16Unranked 1
YearRankTypeTitle / Venue / Authors
2026 A* conf
SheetBrain: A Neuro-Symbolic Agent for Accurate Reasoning over Complex and Large Spreadsheets.
AAAI
Ziwei Wang, Jiayuan Su, Mengyu Zhou, Huaxing Zeng, Mengni Jia, Xiao Lv, Haoyu Dong, Xiaojun Ma, Shi Han, Dongmei Zhang
2025 J jnl
Bingo: Boosting Efficient Reasoning of LLMs via Dynamic and Significance-based Reinforcement Learning.
CoRR
Hanbing Liu, Lang Cao, Yuanyi Ren, Mengyu Zhou, Haoyu Dong, Xiaojun Ma, Shi Han, Dongmei Zhang
2025 Misc conf
Extract Information from Hybrid Long Documents Leveraging LLMs: A Framework and Dataset.
ICASSP
Chongjian Yue, Xinrun Xu, Xiaojun Ma, Lun Du, Zhiming Ding, Shi Han, Dongmei Zhang, Qi Zhang
2025 J jnl
GUI-360
CoRR
Jian Mu, Chaoyun Zhang, Chiming Ni, Lu Wang, Bo Qiao, Kartik Mathur, Qianhui Wu, Yuhang Xie, Xiaojun Ma, Mengyu Zhou, Si Qin, Liqun Li, Yu Kang, Minghua Ma, Qingwei Lin, Saravan Rajmohan, Dongmei Zhang
2025 — conf
LLM-powered Heterogeneous Information Network Analytics.
WWW (Companion Volume)
Hao Chen, Lun Du, Xu Chen, Xiaojun Ma, Jiang Zhang
2025 J jnl
No More Manual Guides: Automatic and Scalable Generation of High-Quality Excel Tutorials.
CoRR
Yuhang Xie, Jian Mu, Xiaojun Ma, Chaoyun Zhang, Lu Wang, Mengyu Zhou, Mugeng Liu, Si Qin, Qingwei Lin, Saravan Rajmohan, Shi Han, Dongmei Zhang
2025 J jnl
SheetBrain: A Neuro-Symbolic Agent for Accurate Reasoning over Complex and Large Spreadsheets.
CoRR
Ziwei Wang, Jiayuan Su, Mengyu Zhou, Huaxing Zeng, Mengni Jia, Xiao Lv, Haoyu Dong, Xiaojun Ma, Shi Han, Dongmei Zhang
2025 A* conf
SheetDesigner: MLLM-Powered Spreadsheet Layout Generation with Rule-Based and Vision-Based Reflection.
EMNLP
Qin Chen, Yuanyi Ren, Xiaojun Ma, Mugeng Liu, Shi Han, Dongmei Zhang
2025 J jnl
SheetDesigner: MLLM-Powered Spreadsheet Layout Generation with Rule-Based and Vision-Based Reflection.
CoRR
Qin Chen, Yuanyi Ren, Xiaojun Ma, Mugeng Liu, Han Shi, Dongmei Zhang
2025 J jnl
SuperRL: Reinforcement Learning with Supervision to Boost Language Model Reasoning.
CoRR
Yihao Liu, Shuocheng Li, Lang Cao, Yuhang Xie, Mengyu Zhou, Haoyu Dong, Xiaojun Ma, Shi Han, Dongmei Zhang
2024 J jnl
Extract Information from Hybrid Long Documents Leveraging LLMs: A Framework and Dataset.
CoRR
Chongjian Yue, Xinrun Xu, Xiaojun Ma, Lun Du, Zhiming Ding, Shi Han, Dongmei Zhang, Qi Zhang
2024 A* conf
Text2Analysis: A Benchmark of Table Question Answering with Advanced Data Analysis and Unclear Queries.
AAAI
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 A* conf
GetPt: Graph-enhanced General Table Pre-training with Alternate Attention Network.
KDD
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 A* conf
Hierarchical Transformer for Scalable Graph Learning.
IJCAI
Wenhao Zhu, Tianyu Wen, Guojie Song, Xiaojun Ma, Liang Wang
2023 J jnl
Hierarchical Transformer for Scalable Graph Learning.
CoRR
Wenhao Zhu, Tianyu Wen, Guojie Song, Xiaojun Ma, Liang Wang
2023 A* conf
Homophily-oriented Heterogeneous Graph Rewiring.
WWW
Jiayan Guo, Lun Du, Wendong Bi, Qiang Fu, Xiaojun Ma, Xu Chen, Shi Han, Dongmei Zhang, Yan Zhang
2023 J jnl
Homophily-oriented Heterogeneous Graph Rewiring.
CoRR
Jiayan Guo, Lun Du, Wendong Bi, Qiang Fu, Xiaojun Ma, Xu Chen, Shi Han, Dongmei Zhang, Yan Zhang
2023 J jnl
Learning discrete adaptive receptive fields for graph convolutional networks.
Sci. China Inf. Sci.
Xiaojun Ma, Ziyao Li, Guojie Song, Chuan Shi
2023 J jnl
Leveraging LLMs for KPIs Retrieval from Hybrid Long-Document: A Comprehensive Framework and Dataset.
CoRR
Chongjian Yue, Xinrun Xu, Xiaojun Ma, Lun Du, Hengyu Liu, Zhiming Ding, Yanbing Jiang, Shi Han, Dongmei Zhang
2023 A* conf
On Manipulating Signals of User-Item Graph: A Jacobi Polynomial-based Graph Collaborative Filtering.
KDD
Jiayan Guo, Lun Du, Xu Chen, Xiaojun Ma, Qiang Fu, Shi Han, Dongmei Zhang, Yan Zhang
2023 J jnl
On Manipulating Signals of User-Item Graph: A Jacobi Polynomial-based Graph Collaborative Filtering.
CoRR
Jiayan Guo, Lun Du, Xu Chen, Xiaojun Ma, Qiang Fu, Shi Han, Dongmei Zhang, Yan Zhang
2023 A* conf
Rethinking Structural Encodings: Adaptive Graph Transformer for Node Classification Task.
WWW
Xiaojun Ma, Qin Chen, Yi Wu, Guojie Song, Liang Wang, Bo Zheng
2023 J jnl
Text2Analysis: A Benchmark of Table Question Answering with Advanced Data Analysis and Unclear Queries.
CoRR
Xinyi He, Mengyu Zhou, Xinrun Xu, Xiaojun Ma, Rui Ding, Lun Du, Yan Gao, Ran Jia, Xu Chen, Shi Han, Zejian Yuan, Dongmei Zhang
2022 A* conf
GBK-GNN: Gated Bi-Kernel Graph Neural Networks for Modeling Both Homophily and Heterophily.
WWW
Lun Du, Xiaozhou Shi, Qiang Fu, Xiaojun Ma, Hengyu Liu, Shi Han, Dongmei Zhang
2022 J jnl
LEReg: Empower Graph Neural Networks with Local Energy Regularization.
CoRR
Xiaojun Ma, Hanyue Chen, Guojie Song
2022 A* conf
Meta-Weight Graph Neural Network: Push the Limits Beyond Global Homophily.
WWW
Xiaojun Ma, Qin Chen, Yuanyi Ren, Guojie Song, Liang Wang
2022 J jnl
Meta-Weight Graph Neural Network: Push the Limits Beyond Global Homophily.
CoRR
Xiaojun Ma, Qin Chen, Yuanyi Ren, Guojie Song, Liang Wang
2021 A* conf
Improving Graph Neural Networks with Structural Adaptive Receptive Fields.
WWW
Xiaojun Ma, Junshan Wang, Hanyue Chen, Guojie Song
2021 A conf
LEReg: Empower Graph Neural Networks with Local Energy Regularization.
CIKM
Xiaojun Ma, Hanyue Chen, Guojie Song
2020 A conf
EPNE: Evolutionary Pattern Preserving Network Embedding.
ECAI
Junshan Wang, Yilun Jin, Guojie Song, Xiaojun Ma
2020 J jnl
EPNE: Evolutionary Pattern Preserving Network Embedding.
CoRR
Junshan Wang, Yilun Jin, Guojie Song, Xiaojun Ma
2020 C conf
Elaborating the Bayesian Priors in Unsupervised Graph Embedding via Graph Concepts.
ADMA
Xiaojun Ma, Ziyao Li, Siwei Wei, Guojie Song
2019 A* conf
Tag2Gauss: Learning Tag Representations via Gaussian Distribution in Tagged Networks.
IJCAI
Yun Wang, Lun Du, Guojie Song, Xiaojun Ma, Lichen Jin, Wei Lin, Fei Sun
2018 A* conf
Chinese Medical Concept Normalization by Using Text and Comorbidity Network Embedding.
ICDM
Yizhou Zhang, Xiaojun Ma, Guojie Song