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This is just a disambiguation page, and is not intended to be the bibliography of an actual person. Any publication listed on this page has not been assigned to an actual author yet. If you know the true author of one of the publications listed below, you are welcome to contact us.
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2020 – today
- 2023
[c23]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: 392-404- [c22]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: 3784-3793 - [i15]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 abs/2301.06284 (2023) - [i14]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 abs/2301.07482 (2023) - [i13]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 abs/2302.12465 (2023) - [i12]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 abs/2302.13522 (2023) - 2022
- [j34]Fan Yang, Xiang Song:
Finite-Time Control for Connected Vehicles Under Denial-of-Service Attacks: A Dynamic Event-Triggered Control Strategy. IEEE Access 10: 106005-106016 (2022) - [j33]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): 1572-1580 (2022) - [j32]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): 11789-11800 (2022) - [j31]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): 7064-7078 (2022) - [c21]Seungwon Min, Kun Wu, Mert Hidayetoglu, Jinjun Xiong, Xiang Song, Wen-Mei Hwu:
Graph Neural Network Training and Data Tiering. KDD 2022: 3555-3565 - [c20]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: 4582-4591 - [i11]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 abs/2203.14883 (2022) - [i10]Bo He, Xiang Song, Vincent Gao, Christos Faloutsos:
ColdGuess: A General and Effective Relational Graph Convolutional Network to Tackle Cold Start Cases. CoRR abs/2205.12318 (2022) - [i9]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 abs/2206.10781 (2022) - [i8]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 abs/2212.12970 (2022) - 2021
- [j30]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): 996-1007 (2021) - [j29]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: 7995090:1-7995090:10 (2021) - [j28]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): 27 (2021) - [j27]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): 2347-2356 (2021) - [j26]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: 8368-8383 (2021) - [j25]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): 2627-2636 (2021) - [j24]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): 5577-5588 (2021) - [c19]Da Zheng, Minjie Wang, Quan Gan, Xiang Song, Zheng Zhang, George Karypis:
Scalable Graph Neural Networks with Deep Graph Library. WSDM 2021: 1141-1142 - [i7]Seungwon Min, Kun Wu, Mert Hidayetoglu, Jinjun Xiong, Xiang Song, Wen-mei W. Hwu:
Graph Neural Network Training with Data Tiering. CoRR abs/2111.05894 (2021) - [i6]Xiang Song, Runjie Ma, Jiahang Li, Muhan Zhang, David Paul Wipf:
Network In Graph Neural Network. CoRR abs/2111.11638 (2021) - [i5]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 abs/2112.15345 (2021) - 2020
- [j23]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: 118472-118484 (2020) - [j22]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): 799-825 (2020) - [j21]Xiang Song, Xiaoyu Che, Huilin Jiang, Wei Wu:
Reliable Positioning Algorithm Using Two-Stage Adaptive Filtering in GPS-Denied Environments. J. Sensors 2020: 5428374:1-5428374:14 (2020) - [c18]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: 36-44 - [c17]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: 739-748 - [i4]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 abs/2004.08532 (2020) - [i3]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 abs/2005.10831 (2020) - [i2]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 abs/2007.12731 (2020) - [i1]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 abs/2010.05337 (2020)
2010 – 2019
- 2019
- [j20]Mazen Danaf, Felix Becker, Xiang Song, Bilge Atasoy, Moshe E. Ben-Akiva:
Online discrete choice models: Applications in personalized recommendations. Decis. Support Syst. 119: 35-45 (2019) - [j19]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): 157-179 (2019) - [c16]Guangyu Zhang, Shaoyin Cheng, Xiang Song, Fan Jiang:
Detecting and Resolving Flow Entries Collisions in Software Defined Networks. CSAI 2019: 245-251 - 2018
- [j18]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: 29241-29253 (2018) - [j17]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): 982-998 (2018) - [c15]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: 286 - [c14]Peihuang Su, Yanhua Liu, Xiang Song:
Research on Intrusion Detection Method Based on Improved Smote and XGBoost. ICCNS 2018: 37-41 - 2017
- [j16]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): 67-83 (2017) - [j15]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): 269-280 (2017) - 2016
- [j14]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): 855-864 (2016) - [j13]Xiang Song, Xu Li, Wencheng Tang, Weigong Zhang:
A fusion strategy for reliable vehicle positioning utilizing RFID and in-vehicle sensors. Inf. Fusion 31: 76-86 (2016) - 2015
- [j12]Marta Cabo, Edgar Possani, Chris N. Potts, Xiang Song:
Split-merge: Using exponential neighborhood search for scheduling a batching machine. Comput. Oper. Res. 63: 125-135 (2015) - [c13]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: 234-238 - 2014
- [j11]Xiang Song, Jian Yang, Haibo Chen:
Architecting Flash-based Solid-State Drive for High-performance I/O Virtualization. IEEE Comput. Archit. Lett. 13(2): 61-64 (2014) - [j10]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): 1037-1052 (2014) - [j9]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): 23095-23118 (2014) - [c12]Chengbin Chu, Eric E. Longomo, Xiang Song, Djamila Ouelhadj:
Flexibility analysis on a supply chain contract using a parametric Linear Programming model. CASE 2014: 704-709 - 2013
- [j8]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): 495-504 (2013) - [c11]Xiang Song, Jicheng Shi, Haibo Chen, Binyu Zang:
Schedule processes, not VCPUs. APSys 2013: 1:1-1:7 - [c10]Xiang Song, Jicheng Shi, Ran Liu, Jian Yang, Haibo Chen:
Parallelizing live migration of virtual machines. VEE 2013: 85-96 - 2012
- [j7]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): 1988-2000 (2012) - [c9]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: 355-360 - 2011
- [j6]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): 52-65 (2011) - [j5]Jiabin Luo, Yue Wu, Árni Halldórsson, Xiang Song:
Storage and stacking logistics problems in container terminals. OR Insight 24(4): 256-275 (2011) - [c8]Jicheng Shi, Xiang Song, Haibo Chen, Binyu Zang:
Limiting cache-based side-channel in multi-tenant cloud using dynamic page coloring. DSN Workshops 2011: 194-199 - [c7]Yuchen Zang, Wenku Shi, Xiang Song:
Optimization of powerplant mounting system and software development. EMEIT 2011: 2112-2115 - [c6]Xiang Song, Haibo Chen, Rong Chen, Yuanxuan Wang, Binyu Zang:
A case for scaling applications to many-core with OS clustering. EuroSys 2011: 61-76 - 2010
- [j4]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): 368-378 (2010) - [j3]Julia A. Bennell, Xiang Song:
A beam search implementation for the irregular shape packing problem. J. Heuristics 16(2): 167-188 (2010) - [c5]Xiang Song, Haibo Chen, Binyu Zang:
Why software hangs and what can be done with it. DSN 2010: 311-316
2000 – 2009
- 2008
- [b1]Xiang Song:
Seamless mobility in ubiquitous computing environments. Georgia Institute of Technology, Atlanta, GA, USA, 2008 - [j2]Julia A. Bennell, Xiang Song:
A comprehensive and robust procedure for obtaining the nofit polygon using Minkowski sums. Comput. Oper. Res. 35(1): 267-281 (2008) - [c4]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: 18-22 - 2007
- [c3]Xiang Song, Umakishore Ramachandran:
MobiGo: A Middleware for Seamless Mobility. RTCSA 2007: 249-256 - 2006
- [j1]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): 1870-1889 (2006) - [c2]Xiang Song, Raj Kumar:
Gridlite: An Infrastructure for Provisioning and Managing Grid Services in Resource Constrained Devices. GCA 2006: 127-133 - 2004
- [c1]Xiang Song, Namgeun Jeong, Phillip W. Hutto, Umakishore Ramachandran, James M. Rehg:
State Management in Web Services. FTDCS 2004: 21-27
Coauthor Index
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last updated on 2023-05-01 00:52 CEST by the dblp team
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