Song, Guojie

27 publications

NeurIPS 2025 AuroRA: Breaking Low-Rank Bottleneck of LoRA with Nonlinear Mapping Haonan Dong, Wenhao Zhu, Guojie Song, Liang Wang

IJCAI 2025 EAVIT: Efficient and Accurate Human Value Identification from Text Data via LLMs Wenhao Zhu, Yuhang Xie, Guojie Song, Xin Zhang

AAAI 2025 Measuring Human and AI Values Based on Generative Psychometrics with Large Language Models Haoran Ye, Yuhang Xie, Yuanyi Ren, Hanjun Fang, Xin Zhang, Guojie Song

IJCAI 2024 AnchorGT: Efficient and Flexible Attention Architecture for Scalable Graph Transformers Wenhao Zhu, Guojie Song, Liang Wang, Shaoguo Liu

NeurIPS 2024 ReEvo: Large Language Models as Hyper-Heuristics with Reflective Evolution Haoran Ye, Jiarui Wang, Zhiguang Cao, Federico Berto, Chuanbo Hua, Haeyeon Kim, Jinkyoo Park, Guojie Song

NeurIPSW 2024 Towards Humanoid: Value-Driven Agent Modeling Based on Large Language Models Xuzheng Chen, Zhangshiyin, Guojie Song

IJCAI 2023 Hierarchical Transformer for Scalable Graph Learning Wenhao Zhu, Tianyu Wen, Guojie Song, Xiaojun Ma, Liang Wang

IJCAI 2023 KDLGT: A Linear Graph Transformer Framework via Kernel Decomposition Approach Yi Wu, Yanyang Xu, Wenhao Zhu, Guojie Song, Zhouchen Lin, Liang Wang, Shaoguo Liu

NeurIPS 2022 Versatile Multi-Stage Graph Neural Network for Circuit Representation Shuwen Yang, Zhihao Yang, Dong Li, Yingxueff Zhang, Zhanguang Zhang, Guojie Song, Jianye Hao

ICLR 2021 Conformation-Guided Molecular Representation with Hamiltonian Neural Networks Ziyao Li, Shuwen Yang, Guojie Song, Lingsheng Cai

NeurIPS 2021 Deep Molecular Representation Learning via Fusing Physical and Chemical Information Shuwen Yang, Ziyao Li, Guojie Song, Lingsheng Cai

AAAI 2021 GraphMSE: Efficient Meta-Path Selection in Semantically Aligned Feature Space for Graph Neural Networks Yi Li, Yilun Jin, Guojie Song, Zihao Zhu, Chuan Shi, Yiming Wang

AAAI 2021 Heterogeneous Graph Structure Learning for Graph Neural Networks Jianan Zhao, Xiao Wang, Chuan Shi, Binbin Hu, Guojie Song, Yanfang Ye

IJCAI 2020 Domain Adaptive Classification on Heterogeneous Information Networks Shuwen Yang, Guojie Song, Yilun Jin, Lun Du

AAAI 2020 GraLSP: Graph Neural Networks with Local Structural Patterns Yilun Jin, Guojie Song, Chuan Shi

AAAI 2020 Multi-Component Graph Convolutional Collaborative Filtering Xiao Wang, Ruijia Wang, Chuan Shi, Guojie Song, Qingyong Li

AAAI 2020 Time2Graph: Revisiting Time Series Modeling with Dynamic Shapelets Ziqiang Cheng, Yang Yang, Wei Wang, Wenjie Hu, Yueting Zhuang, Guojie Song

IJCAI 2019 DANE: Domain Adaptive Network Embedding Yizhou Zhang, Guojie Song, Lun Du, Shuwen Yang, Yilun Jin

IJCAI 2019 GCN-LASE: Towards Adequately Incorporating Link Attributes in Graph Convolutional Networks Ziyao Li, Liang Zhang, Guojie Song

AAAI 2019 SepNE: Bringing Separability to Network Embedding Ziyao Li, Liang Zhang, Guojie Song

IJCAI 2019 Tag2Gauss: Learning Tag Representations via Gaussian Distribution in Tagged Networks Yun Wang, Lun Du, Guojie Song, Xiaojun Ma, Lichen Jin, Wei Lin, Fei Sun

IJCAI 2018 Dynamic Network Embedding : An Extended Approach for Skip-Gram Based Network Embedding Lun Du, Yun Wang, Guojie Song, Zhicong Lu, Junshan Wang

IJCAI 2018 Galaxy Network Embedding: A Hierarchical Community Structure Preserving Approach Lun Du, Zhicong Lu, Yun Wang, Guojie Song, Yiming Wang, Wei Chen

AAAI 2018 Multi-Task Medical Concept Normalization Using Multi-View Convolutional Neural Network Yi Luo, Guojie Song, Pengyu Li, Zhongang Qi

AAAI 2017 StructInf: Mining Structural Influence from Social Streams Jing Zhang, Jie Tang, Yuanyi Zhong, Yuchen Mo, Juanzi Li, Guojie Song, Wendy Hall, Jimeng Sun

AAAI 2014 Encoding Tree Sparsity in Multi-Task Learning: A Probabilistic Framework Lei Han, Yu Zhang, Guojie Song, Kunqing Xie

AAAI 2011 Simulated Annealing Based Influence Maximization in Social Networks Qingye Jiang, Guojie Song, Gao Cong, Yu Wang, Wenjun Si, Kunqing Xie