Xiang Song

ORCID

Publication Activity (10 Years)

Years Active: 2004-2024
Publications (10 Years): 66

Top Venues

Georgia Institute of Technology, Atlanta, GA, USA (PHD)

Education History

Georgia Institute of Technology, Atlanta, GA, USA

PHD

Publications

Li Ding, Xiang Song, Yuhang He, Changxin Wang, Songlin Dong, Xing Wei, Yihong Gong
Domain Incremental Object Detection Based on Feature Space Topology Preserving Strategy. IEEE Trans. Circuits Syst. Video Technol. 34 (1) (2024)
Huaikun Gao, Xu Li, Xiang Song
A Fusion Strategy for Vehicle Positioning at Intersections Utilizing UWB and Onboard Sensors. Sensors 24 (2) (2024)
Meng-Chieh Lee, Haiyang Yu, Jian Zhang, Vassilis N. Ioannidis, Xiang Song, Soji Adeshina, Da Zheng, Christos Faloutsos
NetInfoF Framework: Measuring and Exploiting Network Usable Information. CoRR (2024)
Dong Kong, Xu Li, Weiming Hu, Jinchao Hu, Yue Hu, Qimin Xu, Xiang Song
Explicit Points-of-Interest Driven Siamese Transformer for 3D LiDAR Place Recognition in Outdoor Challenging Environments. IEEE Trans. Ind. Informatics 19 (10) (2023)
Jing Zhu, Xiang Song, Vassilis N. Ioannidis, Danai Koutra, Christos Faloutsos
TouchUp-G: Improving Feature Representation through Graph-Centric Finetuning. CoRR (2023)
Shaokun Wang, Weiwei Shi, Songlin Dong, Xinyuan Gao, Xiang Song, Yihong Gong
Semantic Knowledge Guided Class-Incremental Learning. IEEE Trans. Circuits Syst. Video Technol. 33 (10) (2023)
Zhenkun Cai, Qihui Zhou, Xiao Yan, Da Zheng, Xiang Song, Chenguang Zheng, James Cheng, George Karypis
DSP: Efficient GNN Training with Multiple GPUs. PPoPP (2023)
Jing Zhu, Yuhang Zhou, Vassilis N. Ioannidis, Shengyi Qian, Wei Ai, Xiang Song, Danai Koutra
SpotTarget: Rethinking the Effect of Target Edges for Link Prediction in Graph Neural Networks. CoRR (2023)
Han Xie, Da Zheng, Jun Ma, Houyu Zhang, Vassilis N. Ioannidis, Xiang Song, Qing Ping, Sheng Wang, Carl Yang, Yi Xu, Belinda Zeng, Trishul Chilimbi
Graph-Aware Language Model Pre-Training on a Large Graph Corpus Can Help Multiple Graph Applications. CoRR (2023)
Arpandeep Khatua, Vikram Sharma Mailthody, Bhagyashree Taleka, Tengfei Ma, Xiang Song, Wen-Mei Hwu
IGB: Addressing The Gaps In Labeling, Features, Heterogeneity, and Size of Public Graph Datasets for Deep Learning Research. KDD (2023)
Tsz Yu Suen, Xiang Song, Dylan Jones
A two-stage stochastic model for a multi-objective blood platelet supply chain network design problem incorporating frozen platelets. Comput. Ind. Eng. 185 (2023)
Han Xie, Da Zheng, Jun Ma, Houyu Zhang, Vassilis N. Ioannidis, Xiang Song, Qing Ping, Sheng Wang, Carl Yang, Yi Xu, Belinda Zeng, Trishul Chilimbi
Graph-Aware Language Model Pre-Training on a Large Graph Corpus Can Help Multiple Graph Applications. KDD (2023)
Jiahang Li, Yakun Song, Xiang Song, David Paul Wipf
On the Initialization of Graph Neural Networks. CoRR (2023)
Arpandeep Khatua, Vikram Sharma Mailthody, Bhagyashree Taleka, Tengfei Ma, Xiang Song, Wen-mei W. Hwu
IGB: Addressing The Gaps In Labeling, Features, Heterogeneity, and Size of Public Graph Datasets for Deep Learning Research. CoRR (2023)
Hongkuan Zhou, Da Zheng, Xiang Song, George Karypis, Viktor K. Prasanna
DistTGL: Distributed Memory-Based Temporal Graph Neural Network Training. CoRR (2023)
Shichang Zhang, Jiani Zhang, Xiang Song, Soji Adeshina, Da Zheng, Christos Faloutsos, Yizhou Sun
PaGE-Link: Path-based Graph Neural Network Explanation for Heterogeneous Link Prediction. WWW (2023)
Kun Wu, Mert Hidayetoglu, Xiang Song, Sitao Huang, Da Zheng, Israt Nisa, Wen-Mei W. Hwu
PIGEON: Optimizing CUDA Code Generator for End-to-End Training and Inference of Relational Graph Neural Networks. CoRR (2023)
Hongkuan Zhou, Da Zheng, Xiang Song, George Karypis, Viktor K. Prasanna
DistTGL: Distributed Memory-Based Temporal Graph Neural Network Training. SC (2023)
Jiahang Li, Yakun Song, Xiang Song, David Wipf
On the Initialization of Graph Neural Networks. ICML (2023)
Linhui Dai, Xiang Song, Xiaohong Liu, Chengqi Li, Zhihao Shi, Jun Chen, Martin Brooks
Enabling Trimap-Free Image Matting With a Frequency-Guided Saliency-Aware Network via Joint Learning. IEEE Trans. Multim. 25 (2023)
Shichang Zhang, Jiani Zhang, Xiang Song, Soji Adeshina, Da Zheng, Christos Faloutsos, Yizhou Sun
PaGE-Link: Path-based Graph Neural Network Explanation for Heterogeneous Link Prediction. CoRR (2023)
Kezhao Huang, Haitian Jiang, Minjie Wang, Guangxuan Xiao, David Wipf, Xiang Song, Quan Gan, Zengfeng Huang, Jidong Zhai, Zheng Zhang
ReFresh: Reducing Memory Access from Exploiting Stable Historical Embeddings for Graph Neural Network Training. CoRR (2023)
Jian Zhang, Da Zheng, Xiang Song, Theodore Vasiloudis, Israt Nisa, Jim Lu
GraphStorm an Easy-to-use and Scalable Graph Neural Network Framework: From Beginners to Heroes. KDD (2023)
Hongkuan Zhou, Da Zheng, Israt Nisa, Vasileios Ioannidis, Xiang Song, George Karypis
TGL: A General Framework for Temporal GNN Training on Billion-Scale Graphs. CoRR (2022)
Seungwon Min, Kun Wu, Mert Hidayetoglu, Jinjun Xiong, Xiang Song, Wen-Mei Hwu
Graph Neural Network Training and Data Tiering. KDD (2022)
Jiarui Jin, Yangkun Wang, Weinan Zhang, Quan Gan, Xiang Song, Yong Yu, Zheng Zhang, David Wipf
Refined Edge Usage of Graph Neural Networks for Edge Prediction. CoRR (2022)
Hongkuan Zhou, Da Zheng, Israt Nisa, Vassilis N. Ioannidis, Xiang Song, George Karypis
TGL: A General Framework for Temporal GNN Training onBillion-Scale Graphs. Proc. VLDB Endow. 15 (8) (2022)
Dongfang Ma, Bin Zhou, Xiang Song, Hanwen Dai
A Deep Reinforcement Learning Approach to Traffic Signal Control With Temporal Traffic Pattern Mining. IEEE Trans. Intell. Transp. Syst. 23 (8) (2022)
Vassilis N. Ioannidis, Xiang Song, Da Zheng, Houyu Zhang, Jun Ma, Yi Xu, Belinda Zeng, Trishul Chilimbi, George Karypis
Efficient and effective training of language and graph neural network models. CoRR (2022)
Fan Yang, Xiang Song
Finite-Time Control for Connected Vehicles Under Denial-of-Service Attacks: A Dynamic Event-Triggered Control Strategy. IEEE Access 10 (2022)
Da Zheng, Xiang Song, Chengru Yang, Dominique LaSalle, George Karypis
Distributed Hybrid CPU and GPU training for Graph Neural Networks on Billion-Scale Heterogeneous Graphs. KDD (2022)
Bo He, Xiang Song, Vincent Gao, Christos Faloutsos
ColdGuess: A General and Effective Relational Graph Convolutional Network to Tackle Cold Start Cases. CoRR (2022)
Biao Yang, Guocheng Yan, Pin Wang, Ching-Yao Chan, Xiang Song, Yang Chen
A Novel Graph-Based Trajectory Predictor With Pseudo-Oracle. IEEE Trans. Neural Networks Learn. Syst. 33 (12) (2022)
Jianxiao Zhu, Xu Li, Peng Jin, Qimin Xu, Zhengliang Sun, Xiang Song
MME-YOLO: Multi-Sensor Multi-Level Enhanced YOLO for Robust Vehicle Detection in Traffic Surveillance. Sensors 21 (1) (2021)
Huilin Jiang, Lili Chen, Xiang Song, Xueming Liu
Resource Allocation Scheme for Fog-Enabled Wireless Access Networks under the QoS of Users. Mob. Inf. Syst. 2021 (2021)
Dongfang Ma, Xiang Song, Pu Li
Daily Traffic Flow Forecasting Through a Contextual Convolutional Recurrent Neural Network Modeling Inter- and Intra-Day Traffic Patterns. IEEE Trans. Intell. Transp. Syst. 22 (5) (2021)
Dongfang Ma, Jiawang Xiao, Xiang Song, Xiaolong Ma, Sheng Jin
A Back-Pressure-Based Model With Fixed Phase Sequences for Traffic Signal Optimization Under Oversaturated Networks. IEEE Trans. Intell. Transp. Syst. 22 (9) (2021)
Zhiyong Zheng, Xu Li, Zhengliang Sun, Xiang Song
A Novel Visual Measurement Framework for Land Vehicle Positioning Based on Multimodule Cascaded Deep Neural Network. IEEE Trans. Ind. Informatics 17 (4) (2021)
Da Zheng, Xiang Song, Chengru Yang, Dominique LaSalle, Qidong Su, Minjie Wang, Chao Ma, George Karypis
Distributed Hybrid CPU and GPU training for Graph Neural Networks on Billion-Scale Graphs. CoRR (2021)
Zhiyong Zheng, Xu Li, Qimin Xu, Xiang Song
Deep Inference Networks for Reliable Vehicle Lateral Position Estimation in Congested Urban Environments. IEEE Trans. Image Process. 30 (2021)
Washington A. Oliveira, Diego Jacinto Fiorotto, Xiang Song, Dylan F. Jones
An extended goal programming model for the multiobjective integrated lot-sizing and cutting stock problem. Eur. J. Oper. Res. 295 (3) (2021)
Xiang Song, Runjie Ma, Jiahang Li, Muhan Zhang, David Paul Wipf
Network In Graph Neural Network. CoRR (2021)
Seungwon Min, Kun Wu, Mert Hidayetoglu, Jinjun Xiong, Xiang Song, Wen-mei W. Hwu
Graph Neural Network Training with Data Tiering. CoRR (2021)
Da Zheng, Minjie Wang, Quan Gan, Xiang Song, Zheng Zhang, George Karypis
Scalable Graph Neural Networks with Deep Graph Library. WSDM (2021)
Colby Wise, Vassilis N. Ioannidis, Miguel Romero Calvo, Xiang Song, George Price, Ninad Kulkarni, Ryan Brand, Parminder Bhatia, George Karypis
COVID-19 Knowledge Graph: Accelerating Information Retrieval and Discovery for Scientific Literature. CoRR (2020)
Xiang Song, Dylan F. Jones, Nasrin Asgari, Tim Pigden
Multi-objective vehicle routing and loading with time window constraints: a real-life application. Ann. Oper. Res. 291 (1) (2020)
Da Zheng, Xiang Song, Chao Ma, Zeyuan Tan, Zihao Ye, Jin Dong, Hao Xiong, Zheng Zhang, George Karypis
DGL-KE: Training Knowledge Graph Embeddings at Scale. CoRR (2020)
Xiangxiang Zeng, Xiang Song, Tengfei Ma, Xiaoqin Pan, Yadi Zhou, Yuan Hou, Zheng Zhang, George Karypis, Feixiong Cheng
Repurpose Open Data to Discover Therapeutics for COVID-19 using Deep Learning. CoRR (2020)
Da Zheng, Chao Ma, Minjie Wang, Jinjing Zhou, Qidong Su, Xiang Song, Quan Gan, Zheng Zhang, George Karypis
DistDGL: Distributed Graph Neural Network Training for Billion-Scale Graphs. IA3@SC (2020)
Haoqian Huang, Jiacheng Tang, Bo Zhang, Jianfeng Chen, Jiajin Zhang, Xiang Song
A Novel Nonlinear Algorithm for Non-Gaussian Noises and Measurement Information Loss in Underwater Navigation. IEEE Access 8 (2020)
Da Zheng, Xiang Song, Chao Ma, Zeyuan Tan, Zihao Ye, Jin Dong, Hao Xiong, Zheng Zhang, George Karypis
DGL-KE: Training Knowledge Graph Embeddings at Scale. SIGIR (2020)
Da Zheng, Chao Ma, Minjie Wang, Jinjing Zhou, Qidong Su, Xiang Song, Quan Gan, Zheng Zhang, George Karypis
DistDGL: Distributed Graph Neural Network Training for Billion-Scale Graphs. CoRR (2020)
Xiang Song, Xiaoyu Che, Huilin Jiang, Wei Wu
Reliable Positioning Algorithm Using Two-Stage Adaptive Filtering in GPS-Denied Environments. J. Sensors 2020 (2020)
Mazen Danaf, Felix Becker, Xiang Song, Bilge Atasoy, Moshe E. Ben-Akiva
Online discrete choice models: Applications in personalized recommendations. Decis. Support Syst. 119 (2019)
Guangyu Zhang, Shaoyin Cheng, Xiang Song, Fan Jiang
Detecting and Resolving Flow Entries Collisions in Software Defined Networks. CSAI (2019)
Yan Chen, Xiang Song, Djamila Ouelhadj, Yaodong Cui
A heuristic for the skiving and cutting stock problem in paper and plastic film industries. Int. Trans. Oper. Res. 26 (1) (2019)
Peihuang Su, Yanhua Liu, Xiang Song
Research on Intrusion Detection Method Based on Improved Smote and XGBoost. ICCNS (2018)
Xiang Song, Wenjing Li, Dongfang Ma, Dianhai Wang, Licheng Qu, Yinhai Wang
A Match-Then-Predict Method for Daily Traffic Flow Forecasting Based on Group Method of Data Handling. Comput. Aided Civ. Infrastructure Eng. 33 (11) (2018)
Xiang Song, Wenjing Li, Dongfang Ma, Yezhou Wu, Daxiong Ji
An Enhanced Clustering-Based Method for Determining Time-of-Day Breakpoints Through Process Optimization. IEEE Access 6 (2018)
Haiyue Song, Xiang Song, Tianjian Li, Hao Dong, Naifeng Jing, Xiaoyao Liang, Li Jiang
A FPGA Friendly Approximate Computing Framework with Hybrid Neural Networks: (Abstract Only). FPGA (2018)
Yaodong Cui, Xiang Song, Yan Chen, Yi-Ping Cui
New model and heuristic solution approach for one-dimensional cutting stock problem with usable leftovers. J. Oper. Res. Soc. 68 (3) (2017)
Chandra Ade Irawan, Xiang Song, Dylan F. Jones, Negar Akbari
Layout optimisation for an installation port of an offshore wind farm. Eur. J. Oper. Res. 259 (1) (2017)
C. Zhang, X. Liu, YP. Jiang, B. Fan, Xiang Song
A two-stage resource allocation model for lifeline systems quick response with vulnerability analysis. Eur. J. Oper. Res. 250 (3) (2016)
Xiang Song, Xu Li, Wencheng Tang, Weigong Zhang
A fusion strategy for reliable vehicle positioning utilizing RFID and in-vehicle sensors. Inf. Fusion 31 (2016)
Marta Cabo, Edgar Possani, Chris N. Potts, Xiang Song
Split-merge: Using exponential neighborhood search for scheduling a batching machine. Comput. Oper. Res. 63 (2015)
Xiang Song, Jialiang Zhou, Fuminori Kimura, Akira Maeda
A Japanese-Chinese Cross-Language Entity Linking Method Based on Appropriateness of Term Description Pages. IIAI-AAI (2015)
Xiang Song, Jian Yang, Haibo Chen
Architecting Flash-based Solid-State Drive for High-performance I/O Virtualization. IEEE Comput. Archit. Lett. 13 (2) (2014)
Chengbin Chu, Eric E. Longomo, Xiang Song, Djamila Ouelhadj
Flexibility analysis on a supply chain contract using a parametric Linear Programming model. CASE (2014)
Xiang Song, Xu Li, Wencheng Tang, Weigong Zhang, Bin Li
A Hybrid Positioning Strategy for Vehicles in a Tunnel Based on RFID and In-Vehicle Sensors. Sensors 14 (12) (2014)
Xiang Song, Julia A. Bennell
Column generation and sequential heuristic procedure for solving an irregular shape cutting stock problem. J. Oper. Res. Soc. 65 (7) (2014)
Xiang Song, Jicheng Shi, Haibo Chen, Binyu Zang
Schedule processes, not VCPUs. APSys (2013)
Wei Han, Julia A. Bennell, Xiaozhou Zhao, Xiang Song
Construction heuristics for two-dimensional irregular shape bin packing with guillotine constraints. Eur. J. Oper. Res. 230 (3) (2013)
Xiang Song, Jicheng Shi, Ran Liu, Jian Yang, Haibo Chen
Parallelizing live migration of virtual machines. VEE (2013)
Xiang Song, Rhyd Lewis, Jonathan M. Thompson, Yue Wu
An incomplete m-exchange algorithm for solving the large-scale multi-scenario knapsack problem. Comput. Oper. Res. 39 (9) (2012)
Xiang Song, Jicheng Shi, Haibo Chen, Binyu Zang
Revisiting Software Zero-Copy for Web-caching Applications with Twin Memory Allocation. USENIX Annual Technical Conference (2012)
Xiang Song, Haibo Chen, Rong Chen, Yuanxuan Wang, Binyu Zang
A case for scaling applications to many-core with OS clustering. EuroSys (2011)
Rhyd Lewis, Xiang Song, Kathryn A. Dowsland, Jonathan M. Thompson
An investigation into two bin packing problems with ordering and orientation implications. Eur. J. Oper. Res. 213 (1) (2011)
Jicheng Shi, Xiang Song, Haibo Chen, Binyu Zang
Limiting cache-based side-channel in multi-tenant cloud using dynamic page coloring. DSN Workshops (2011)
Jiabin Luo, Yue Wu, Árni Halldórsson, Xiang Song
Storage and stacking logistics problems in container terminals. OR Insight 24 (4) (2011)
Yuchen Zang, Wenku Shi, Xiang Song
Optimization of powerplant mounting system and software development. EMEIT (2011)
Julia A. Bennell, Xiang Song
A beam search implementation for the irregular shape packing problem. J. Heuristics 16 (2) (2010)
Xiang Song, C. B. Chu, Rhyd Lewis, Y. Y. Nie, Jonathan M. Thompson
A worst case analysis of a dynamic programming-based heuristic algorithm for 2D unconstrained guillotine cutting. Eur. J. Oper. Res. 202 (2) (2010)
Xiang Song, Haibo Chen, Binyu Zang
Why software hangs and what can be done with it. DSN (2010)
Julia A. Bennell, Xiang Song
A comprehensive and robust procedure for obtaining the nofit polygon using Minkowski sums. Comput. Oper. Res. 35 (1) (2008)
Sang-Bum Suh, Xiang Song, Jatin Kumar, Dushmanta Mohapatra, Umakishore Ramachandran, Jung-Hyun Yoo, IlPyung Park
Chameleon: a capability adaptation system for interface virtualization. MobiVirt (2008)
Xiang Song, Umakishore Ramachandran
MobiGo: A Middleware for Seamless Mobility. RTCSA (2007)
Xiang Song, C. B. Chu, Y. Y. Nie, Julia A. Bennell
An iterative sequential heuristic procedure to a real-life 1.5-dimensional cutting stock problem. Eur. J. Oper. Res. 175 (3) (2006)
Xiang Song, Raj Kumar
Gridlite: An Infrastructure for Provisioning and Managing Grid Services in Resource Constrained Devices. GCA (2006)
Xiang Song, Namgeun Jeong, Phillip W. Hutto, Umakishore Ramachandran, James M. Rehg
State Management in Web Services. FTDCS (2004)

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Publication Activity (10 Years)

Top Topics

Top Venues

Xiang Song