Wen Song

ORCID

Publication Activity (10 Years)

Years Active: 1998-2024
Publications (10 Years): 91

Top Venues

Publications

Jianan Zhou, Zhiguang Cao, Yaoxin Wu, Wen Song, Yining Ma, Jie Zhang, Chi Xu
MVMoE: Multi-Task Vehicle Routing Solver with Mixture-of-Experts. CoRR (2024)
You Mo, Zhaocheng Guo, Ruofei Zhong, Wen Song, Shisong Cao
Urban Functional Zone Classification Using Light-Detection-and-Ranging Point Clouds, Aerial Images, and Point-of-Interest Data. Remote. Sens. 16 (2) (2024)
Wen Song, Nan Mi, Qiqiang Li, Jing Zhuang, Zhiguang Cao
Stochastic Economic Lot Scheduling via Self-Attention Based Deep Reinforcement Learning. IEEE Trans Autom. Sci. Eng. 21 (2) (2024)
Cong Zhang, Zhiguang Cao, Wen Song, Yaoxin Wu, Jie Zhang
Deep Reinforcement Learning Guided Improvement Heuristic for Job Shop Scheduling. ICLR (2024)
Zhuoyi Lin, Yaoxin Wu, Bangjian Zhou, Zhiguang Cao, Wen Song, Yingqian Zhang, Senthilnath Jayavelu
Cross-Problem Learning for Solving Vehicle Routing Problems. CoRR (2024)
Chao Kan, Wen Song
Second-Order Conditions for the Existence of Augmented Lagrange Multipliers for Sparse Optimization. J. Optim. Theory Appl. 201 (1) (2024)
Yujin Zhang, Wen Song
Negative Effect of Advertising on Social Media Platforms' Business Model Choice. PACIS (2024)
Cong Zhang, Zhiguang Cao, Yaoxin Wu, Wen Song, Jing Sun
Learning Topological Representations with Bidirectional Graph Attention Network for Solving Job Shop Scheduling Problem. CoRR (2024)
Yu Sun, Kai Wang, Zhipeng Hu, Runze Wu, Yaoxin Wu, Wen Song, Xudong Shen, Tangjie Lv, Changjie Fan
MGMatch: Fast Matchmaking with Nonlinear Objective and Constraints via Multimodal Deep Graph Learning. KDD (2024)
Xin Jin, Nan Mi, Wen Song, Qiqiang Li
Scheduling of twin automated stacking cranes based on Deep Reinforcement Learning. Comput. Ind. Eng. 191 (2024)
Rongkai Zhang, Cong Zhang, Zhiguang Cao, Wen Song, Puay Siew Tan, Jie Zhang, Bihan Wen, Justin Dauwels
Learning to Solve Multiple-TSP With Time Window and Rejections via Deep Reinforcement Learning. IEEE Trans. Intell. Transp. Syst. 24 (1) (2023)
Wen Song, Xinyang Chen, Qiqiang Li, Zhiguang Cao
Flexible Job-Shop Scheduling via Graph Neural Network and Deep Reinforcement Learning. IEEE Trans. Ind. Informatics 19 (2) (2023)
Yuan Jiang, Zhiguang Cao, Yaoxin Wu, Wen Song, Jie Zhang
Ensemble-based Deep Reinforcement Learning for Vehicle Routing Problems under Distribution Shift. NeurIPS (2023)
Ying Liang, Wen Song, Shisong Cao, Mingyi Du
Local Climate Zone Classification Using Daytime Zhuhai-1 Hyperspectral Imagery and Nighttime Light Data. Remote. Sens. 15 (13) (2023)
Wen Song, Yi Liu, Zhiguang Cao, Yaoxin Wu, Qiqiang Li
Instance-specific algorithm configuration via unsupervised deep graph clustering. Eng. Appl. Artif. Intell. 125 (2023)
Xinjie Liang, Wen Song, Pengfei Wei
Dynamic Job Shop Scheduling via Deep Reinforcement Learning. ICTAI (2023)
Wen Song, Yimeng Zhang, Jianxin Zhang, Jiayi Jin
Research on Risk Evolution of Online Food Delivery Platforms Based on Fuzzy Cognitive Map. CAIBDA (2023)
Jianan Zhou, Yaoxin Wu, Wen Song, Zhiguang Cao, Jie Zhang
Towards Omni-generalizable Neural Methods for Vehicle Routing Problems. ICML (2023)
Yang Xu, Hongping Li, Wen Song, Xiu-jing Dang
Welfare promoter or profit obstructor? The role of return-freight insurance in online retailing. Electron. Commer. Res. Appl. 57 (2023)
Jianan Zhou, Yaoxin Wu, Zhiguang Cao, Wen Song, Jie Zhang, Zhenghua Chen
Learning Large Neighborhood Search for Vehicle Routing in Airport Ground Handling. IEEE Trans. Knowl. Data Eng. 35 (9) (2023)
Xin Jin, Zhentang Duan, Wen Song, Qiqiang Li
Container stacking optimization based on Deep Reinforcement Learning. Eng. Appl. Artif. Intell. 123 (Part C) (2023)
Ziyu Wang, Shisong Cao, Mingyi Du, Wen Song, Jinling Quan, Yang Lv
Local Climate Zone Classification by Seasonal and Diurnal Satellite Observations: An Integration of Daytime Thermal Infrared Multispectral Imageries and High-Resolution Night-Time Light Data. Remote. Sens. 15 (10) (2023)
Jiayin Zhou, Wen Song, Qichao Tu
To assemble or not to assemble: metagenomic profiling of microbially mediated biogeochemical pathways in complex communities. Briefings Bioinform. 24 (1) (2023)
Jianan Zhou, Yaoxin Wu, Zhiguang Cao, Wen Song, Jie Zhang, Zhenghua Chen
Learning Large Neighborhood Search for Vehicle Routing in Airport Ground Handling. CoRR (2023)
Jianan Zhou, Yaoxin Wu, Wen Song, Zhiguang Cao, Jie Zhang
Towards Omni-generalizable Neural Methods for Vehicle Routing Problems. CoRR (2023)
Xiaohan Zhao, Wen Song, Qiqiang Li, Huadong Shi, Zhichao Kang, Chunmei Zhang
A Deep Reinforcement Learning Approach for Resource-Constrained Project Scheduling. SSCI (2022)
Pengfei Wei, Xinghua Qu, Wen Song, Zejun Ma
Dynamic Transfer Gaussian Process Regression. CIKM (2022)
Wei-Bo Guan, Wen Song
The forward-backward splitting method for non-Lipschitz continuous minimization problems in Banach spaces. Optim. Lett. 16 (8) (2022)
Yaoxin Wu, Wen Song, Zhiguang Cao, Jie Zhang, Andrew Lim
Learning Improvement Heuristics for Solving Routing Problems. IEEE Trans. Neural Networks Learn. Syst. 33 (9) (2022)
Jingwen Li, Yining Ma, Ruize Gao, Zhiguang Cao, Andrew Lim, Wen Song, Jie Zhang
Deep Reinforcement Learning for Solving the Heterogeneous Capacitated Vehicle Routing Problem. IEEE Trans. Cybern. 52 (12) (2022)
Luhao Wang, Yumin Zhang, Wen Song, Qiqiang Li
Stochastic Cooperative Bidding Strategy for Multiple Microgrids With Peer-to-Peer Energy Trading. IEEE Trans. Ind. Informatics 18 (3) (2022)
Yunyun Niu, Jie Shao, Jianhua Xiao, Wen Song, Zhiguang Cao
Multi-objective evolutionary algorithm based on RBF network for solving the stochastic vehicle routing problem. Inf. Sci. 609 (2022)
Yining Ma, Jingwen Li, Zhiguang Cao, Wen Song, Hongliang Guo, Yuejiao Gong, Yeow Meng Chee
Efficient Neural Neighborhood Search for Pickup and Delivery Problems. IJCAI (2022)
Yaoxin Wu, Wen Song, Zhiguang Cao, Jie Zhang
Learning Scenario Representation for Solving Two-stage Stochastic Integer Programs. ICLR (2022)
Wen Song, Alexander V. Prishchepov, Wei Song
Mapping the spatial and temporal patterns of fallow land in mountainous regions of China. Int. J. Digit. Earth 15 (1) (2022)
Jingwen Li, Liang Xin, Zhiguang Cao, Andrew Lim, Wen Song, Jie Zhang
Heterogeneous Attentions for Solving Pickup and Delivery Problem via Deep Reinforcement Learning. IEEE Trans. Intell. Transp. Syst. 23 (3) (2022)
Wen Song, Zhiguang Cao, Jie Zhang, Chi Xu, Andrew Lim
Learning variable ordering heuristics for solving Constraint Satisfaction Problems. Eng. Appl. Artif. Intell. 109 (2022)
Cong Zhang, Wen Song, Zhiguang Cao, Jie Zhang, Puay Siew Tan, Chi Xu
Learning to Search for Job Shop Scheduling via Deep Reinforcement Learning. CoRR (2022)
Zhizheng Zhang, Wen Song, Qiqiang Li
Dual-Aspect Self-Attention Based on Transformer for Remaining Useful Life Prediction. IEEE Trans. Instrum. Meas. 71 (2022)
Zhonghao Zhang, Qiqiang Li, Wen Song, Pengfei Wei, Jing Guo
A novel concavity based method for automatic segmentation of touching cells in microfluidic chips. Expert Syst. Appl. 202 (2022)
Yining Ma, Jingwen Li, Zhiguang Cao, Wen Song, Hongliang Guo, Yuejiao Gong, Yeow Meng Chee
Efficient Neural Neighborhood Search for Pickup and Delivery Problems. CoRR (2022)
Yaoxin Wu, Wen Song, Zhiguang Cao, Jie Zhang, Abhishek Gupta, Mingyan Lin
Graph Learning Assisted Multi-Objective Integer Programming. NeurIPS (2022)
Hongping Li, Gongbing Bi, Wen Song, Xiaoyong Yuan
Trade credit insurance: insuring strategy of the retailer and the manufacturer. Int. J. Prod. Res. 60 (5) (2022)
Rongkai Zhang, Cong Zhang, Zhiguang Cao, Wen Song, Puay Siew Tan, Jie Zhang, Bihan Wen, Justin Dauwels
Learning to Solve Multiple-TSP with Time Window and Rejections via Deep Reinforcement Learning. CoRR (2022)
Wen Song, Shigeru Fujimura
Capturing combination patterns of long- and short-term dependencies in multivariate time series forecasting. Neurocomputing 464 (2021)
Yining Ma, Jingwen Li, Zhiguang Cao, Wen Song, Le Zhang, Zhenghua Chen, Jing Tang
Learning to Iteratively Solve Routing Problems with Dual-Aspect Collaborative Transformer. CoRR (2021)
Liang Xin, Wen Song, Zhiguang Cao, Jie Zhang
NeuroLKH: Combining Deep Learning Model with Lin-Kernighan-Helsgaun Heuristic for Solving the Traveling Salesman Problem. NeurIPS (2021)
Yaoxin Wu, Wen Song, Zhiguang Cao, Jie Zhang
Learning Large Neighborhood Search Policy for Integer Programming. CoRR (2021)
Yunyun Niu, Yongpeng Zhang, Zhiguang Cao, Kaizhou Gao, Jianhua Xiao, Wen Song, Fangwei Zhang
MIMOA: A membrane-inspired multi-objective algorithm for green vehicle routing problem with stochastic demands. Swarm Evol. Comput. 60 (2021)
Wen Song, Jianjun Zhu
A goal-reference-point decision-making method based on normal cloud model and its application in distribution network planning evaluation. Inf. Sci. 577 (2021)
Zhiguang Cao, Tingbo Liao, Wen Song, Zhenghua Chen, Chongshou Li
Detecting the shuttlecock for a badminton robot: A YOLO based approach. Expert Syst. Appl. 164 (2021)
Yang Xu, Wen Song, Gongbing Bi
The roles of crowdfunding: financing, point provision and ex-post production. Int. J. Prod. Res. 59 (23) (2021)
Liang Xin, Wen Song, Zhiguang Cao, Jie Zhang
Multi-Decoder Attention Model with Embedding Glimpse for Solving Vehicle Routing Problems. AAAI (2021)
Liang Xin, Wen Song, Zhiguang Cao, Jie Zhang
Step-Wise Deep Learning Models for Solving Routing Problems. IEEE Trans. Ind. Informatics 17 (7) (2021)
Jingwen Li, Liang Xin, Zhiguang Cao, Andrew Lim, Wen Song, Jie Zhang
Heterogeneous Attentions for Solving Pickup and Delivery Problem via Deep Reinforcement Learning. CoRR (2021)
Zhizheng Zhang, Wen Song, Qiqiang Li
Dual Aspect Self-Attention based on Transformer for Remaining Useful Life Prediction. CoRR (2021)
Yining Ma, Jingwen Li, Zhiguang Cao, Wen Song, Le Zhang, Zhenghua Chen, Jing Tang
Learning to Iteratively Solve Routing Problems with Dual-Aspect Collaborative Transformer. NeurIPS (2021)
Jingwen Li, Yining Ma, Ruize Gao, Zhiguang Cao, Andrew Lim, Wen Song, Jie Zhang
Deep Reinforcement Learning for Solving the Heterogeneous Capacitated Vehicle Routing Problem. CoRR (2021)
Wen Song, Jianqing Chen, Wenli Li
Spillover Effect of Consumer Awareness on Third Parties' Selling Strategies and Retailers' Platform Openness. Inf. Syst. Res. 32 (1) (2021)
Yaoxin Wu, Wen Song, Zhiguang Cao, Jie Zhang
Learning Large Neighborhood Search Policy for Integer Programming. NeurIPS (2021)
Zhiguang Cao, Hongliang Guo, Wen Song, Kaizhou Gao, Liujiang Kang, Xuexi Zhang, Qilun Wu
Improving the Performance of Transportation Networks: A Semi-Centralized Pricing Approach. IEEE Trans. Intell. Transp. Syst. 22 (10) (2021)
Bobby Kurniawan, Wen Song, Wei Weng, Shigeru Fujimura
Distributed-elite local search based on a genetic algorithm for bi-objective job-shop scheduling under time-of-use tariffs. Evol. Intell. 14 (4) (2021)
Wen Song, Shigeru Fujimura
Sensor Data Prediction in Process Industry by Capturing Mixed Length of Time Dependencies. IEEM (2021)
Yang Xu, Wen Song, Gongbing Bi, Qiang Zhou
Threshold Effect in Crowdfunding: Evidence from Investment-Level Data. Int. J. Electron. Commer. 25 (4) (2021)
Wei-Bo Guan, Wen Song
The forward-backward splitting method and its convergence rate for the minimization of the sum of two functions in Banach spaces. Optim. Lett. 15 (5) (2021)
Liang Xin, Wen Song, Zhiguang Cao, Jie Zhang
NeuroLKH: Combining Deep Learning Model with Lin-Kernighan-Helsgaun Heuristic for Solving the Traveling Salesman Problem. CoRR (2021)
Cong Zhang, Wen Song, Zhiguang Cao, Jie Zhang, Puay Siew Tan, Chi Xu
Learning to Dispatch for Job Shop Scheduling via Deep Reinforcement Learning. NeurIPS (2020)
Liang Xin, Wen Song, Zhiguang Cao, Jie Zhang
Multi-Decoder Attention Model with Embedding Glimpse for Solving Vehicle Routing Problems. CoRR (2020)
Wen Song, Wenli Li, Shidao Geng
Effect of online product reviews on third parties' selling on retail platforms. Electron. Commer. Res. Appl. 39 (2020)
Chao Ma, Zhenbing Liu, Zhiguang Cao, Wen Song, Jie Zhang, Weiliang Zeng
Cost-sensitive deep forest for price prediction. Pattern Recognit. 107 (2020)
Zhiguang Cao, Hongliang Guo, Wen Song, Kaizhou Gao, Zhenghua Chen, Le Zhang, Xuexi Zhang
Using Reinforcement Learning to Minimize the Probability of Delay Occurrence in Transportation. IEEE Trans. Veh. Technol. 69 (3) (2020)
Cong Zhang, Wen Song, Zhiguang Cao, Jie Zhang, Puay Siew Tan, Chi Xu
Learning to Dispatch for Job Shop Scheduling via Deep Reinforcement Learning. CoRR (2020)
Wen Song, Jianjun Zhu, Hehua Wang, Anlin Chang
Multistage risk assessment of direct delivery business from local oil refineries in Sinopec Group based on normal cloud model. Int. J. Prod. Res. 58 (18) (2020)
Wen Song, Zhiguang Cao, Jie Zhang, Andrew Lim
Learning Variable Ordering Heuristics for Solving Constraint Satisfaction Problems. CoRR (2019)
Wen Song, Donghun Kang, Jie Zhang, Zhiguang Cao, Hui Xi
A Sampling Approach for Proactive Project Scheduling under Generalized Time-dependent Workability Uncertainty. J. Artif. Intell. Res. 64 (2019)
Yaoxin Wu, Wen Song, Zhiguang Cao, Jie Zhang, Andrew Lim
Learning Improvement Heuristics for Solving the Travelling Salesman Problem. CoRR (2019)
Wen Song, Jianjun Zhu
A multistage risk decision making method for normal cloud model considering behavior characteristics. Appl. Soft Comput. 78 (2019)
Sa Gao, Chunyang Chen, Zhenchang Xing, Yukun Ma, Wen Song, Shang-Wei Lin
A Neural Model for Method Name Generation from Functional Description. SANER (2019)
Wen Song, Jianjun Zhu
Three-reference-point decision-making method with incomplete weight information considering independent and interactive characteristics. Inf. Sci. 503 (2019)
Wen Song, Hui Xi, Donghun Kang, Jie Zhang
An agent-based simulation system for multi-project scheduling under uncertainty. Simul. Model. Pract. Theory 86 (2018)
Wen Song, Jianjun Zhu
A Multistage Risk Decision Making Method for Normal Cloud Model with Three Reference Points. GDN (2018)
Wen Song, Donghun Kang, Jie Zhang, Hui Xi
Risk-Aware Proactive Scheduling via Conditional Value-at-Risk. AAAI (2018)
Wen Song, Jianjun Zhu, Shitao Zhang, Xiaodi Liu
A multi-stage uncertain risk decision-making method with reference point based on extended LINMAP method. J. Intell. Fuzzy Syst. 35 (1) (2018)
Wen Song, Donghun Kang, Jie Zhang, Hui Xi
A multi-unit combinatorial auction based approach for decentralized multi-project scheduling. Auton. Agents Multi Agent Syst. 31 (6) (2017)
Wen Song, Jianqing Chen, Wenli Li
Spillover Effect of Consumer Awareness on Third-Party Sellers' Selling Strategies on Retail Platforms. ICIS (2017)
Wen Song, Donghun Kang, Jie Zhang, Hui Xi
Proactive Project Scheduling with Time-dependent Workability Uncertainty. AAMAS (2017)
Donghun Kang, Zhenchao C. Bing, Wen Song, Zehong Hu, Shuo Chen, Jie Zhang, Hui Xi
Automatic Construction of Agent-based Simulation Using Business Process Diagrams and Ontology-based Models. AAMAS (2017)
Wen Song
Project Scheduling in Complex Business Environments. AAAI (2017)
Wen Song, Donghun Kang, Jie Zhang, Hui Xi
A Sampling Based Approach for Proactive Project Scheduling with Time-Dependent Duration Uncertainty. AAAI (2017)
Wen Song
An Auction-based Approach for Decentralized Multi-Project Scheduling: (Doctoral Consortium). AAMAS (2016)
Wen Song, Donghun Kang, Jie Zhang, Hui Xi
Decentralized Multi-Project Scheduling via Multi-Unit Combinatorial Auction. AAMAS (2016)
Gongbing Bi, Wen Song, Malin Song
An output-constrained DEA model as applied to efficiency analysis of football clubs. J. Intell. Fuzzy Syst. 28 (2) (2015)
Yajun Du, Xiuxia Tian, Wenjun Liu, Min Wang, Wen Song, Yongquan Fan, Xiaoming Wang
A novel page ranking algorithm based on triadic closure and hyperlink-induced topic search. Intell. Data Anal. 19 (5) (2015)
Chao Kan, Wen Song
Second-order conditions for existence of augmented Lagrange multipliers for eigenvalue composite optimization problems. J. Glob. Optim. 63 (1) (2015)
Chao Kan, Wen Song
Augmented Lagrangian Duality for Composite Optimization Problems. J. Optim. Theory Appl. 165 (3) (2015)
Wen Song, Xiaomei Xu, Jen-Chih Yao
A note on the condition numbers of convex sets. Math. Program. 149 (1-2) (2015)
Wen Song, Qianqian Wang
Optimality Conditions for Disjunctive Optimization in Reflexive Banach Spaces. J. Optim. Theory Appl. 164 (2) (2015)
Gongbing Bi, Wen Song, Jie Wu
A clustering method for evaluating the environmental performance based on slacks-based measure. Comput. Ind. Eng. 72 (2014)
Fan Yang, Tao Liang, Wen Song, Qiqiang Li
A supervised self-organizing approach for large-scale multistage batch scheduling problems. ICCA (2013)
Mingwei Tang, Jie Hu, Mingyu Fan, Wen Song
A steganalysis by adjacency pixel bits structure. Comput. Electr. Eng. 39 (2) (2013)

Wen Song.css-eqlu8i{font-size:small;padding-left:4px;}

Publication Activity (10 Years)

Top Topics

Top Venues

Wen Song