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Wen Song
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2020 – today
- 2024
- [j63]Xin Jin
, Nan Mi, Wen Song
Scheduling of twin automated stacking cranes based on Deep Reinforcement Learning. Comput. Ind. Eng. 191: 110104 (2024) - [j62]Chao Kan, Wen Song
Second-Order Conditions for the Existence of Augmented Lagrange Multipliers for Sparse Optimization. J. Optim. Theory Appl. 201(1): 103-129 (2024) - [j61]You Mo, Zhaocheng Guo, Ruofei Zhong
Urban Functional Zone Classification Using Light-Detection-and-Ranging Point Clouds, Aerial Images, and Point-of-Interest Data. Remote. Sens. 16(2): 386 (2024) - [j60]Wen Song
Stochastic Economic Lot Scheduling via Self-Attention Based Deep Reinforcement Learning. IEEE Trans Autom. Sci. Eng. 21(2): 1457-1468 (2024) - [j59]Jingwen Li, Yining Ma, Zhiguang Cao, Yaoxin Wu, Wen Song, Jie Zhang, Yeow Meng Chee:
Learning Feature Embedding Refiner for Solving Vehicle Routing Problems. IEEE Trans. Neural Networks Learn. Syst. 35(11): 15279-15291 (2024) - [c37]Cong Zhang, Zhiguang Cao, Wen Song, Yaoxin Wu, Jie Zhang:
Deep Reinforcement Learning Guided Improvement Heuristic for Job Shop Scheduling. ICLR 2024 - [c36]Jianan Zhou, Zhiguang Cao, Yaoxin Wu, Wen Song, Yining Ma, Jie Zhang, Chi Xu:
MVMoE: Multi-Task Vehicle Routing Solver with Mixture-of-Experts. ICML 2024 - [c35]Zhuoyi Lin, Yaoxin Wu, Bangjian Zhou, Zhiguang Cao, Wen Song, Yingqian Zhang, Senthilnath Jayavelu:
Cross-Problem Learning for Solving Vehicle Routing Problems. IJCAI 2024: 6958-6966 - [c34]Yu Sun
MGMatch: Fast Matchmaking with Nonlinear Objective and Constraints via Multimodal Deep Graph Learning. KDD 2024: 5741-5751 - [c33]Yujin Zhang, Wen Song:
Negative Effect of Advertising on Social Media Platforms' Business Model Choice. PACIS 2024 - [i19]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 abs/2402.17606 (2024) - [i18]Zhuoyi Lin, Yaoxin Wu, Bangjian Zhou, Zhiguang Cao, Wen Song, Yingqian Zhang, Senthilnath Jayavelu:
Cross-Problem Learning for Solving Vehicle Routing Problems. CoRR abs/2404.11677 (2024) - [i17]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 abs/2405.01029 (2024) - [i16]Jianan Zhou, Yaoxin Wu, Zhiguang Cao, Wen Song, Jie Zhang, Zhiqi Shen:
Collaboration! Towards Robust Neural Methods for Routing Problems. CoRR abs/2410.04968 (2024) - 2023
- [j58]Jiayin Zhou
To assemble or not to assemble: metagenomic profiling of microbially mediated biogeochemical pathways in complex communities. Briefings Bioinform. 24(1) (2023) - [j57]Xin Jin
Container stacking optimization based on Deep Reinforcement Learning. Eng. Appl. Artif. Intell. 123(Part C): 106508 (2023) - [j56]Wen Song
Instance-specific algorithm configuration via unsupervised deep graph clustering. Eng. Appl. Artif. Intell. 125: 106740 (2023) - [j55]Yang Xu, Hongping Li
Welfare promoter or profit obstructor? The role of return-freight insurance in online retailing. Electron. Commer. Res. Appl. 57: 101230 (2023) - [j54]Ziyu Wang, Shisong Cao
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): 2599 (2023) - [j53]Ying Liang
Local Climate Zone Classification Using Daytime Zhuhai-1 Hyperspectral Imagery and Nighttime Light Data. Remote. Sens. 15(13): 3351 (2023) - [j52]Wen Song
Flexible Job-Shop Scheduling via Graph Neural Network and Deep Reinforcement Learning. IEEE Trans. Ind. Informatics 19(2): 1600-1610 (2023) - [j51]Rongkai Zhang
Learning to Solve Multiple-TSP With Time Window and Rejections via Deep Reinforcement Learning. IEEE Trans. Intell. Transp. Syst. 24(1): 1325-1336 (2023) - [j50]Jianan Zhou
Learning Large Neighborhood Search for Vehicle Routing in Airport Ground Handling. IEEE Trans. Knowl. Data Eng. 35(9): 9769-9782 (2023) - [c32]Wen Song, Yimeng Zhang, Jianxin Zhang, Jiayi Jin:
Research on Risk Evolution of Online Food Delivery Platforms Based on Fuzzy Cognitive Map. CAIBDA 2023: 518-524 - [c31]Jianan Zhou, Yaoxin Wu, Wen Song, Zhiguang Cao, Jie Zhang:
Towards Omni-generalizable Neural Methods for Vehicle Routing Problems. ICML 2023: 42769-42789 - [c30]Xinjie Liang, Wen Song, Pengfei Wei:
Dynamic Job Shop Scheduling via Deep Reinforcement Learning. ICTAI 2023: 369-376 - [c29]Yuan Jiang, Zhiguang Cao, Yaoxin Wu, Wen Song, Jie Zhang:
Ensemble-based Deep Reinforcement Learning for Vehicle Routing Problems under Distribution Shift. NeurIPS 2023 - [i15]Jianan Zhou, Yaoxin Wu, Zhiguang Cao, Wen Song
Learning Large Neighborhood Search for Vehicle Routing in Airport Ground Handling. CoRR abs/2302.13797 (2023) - [i14]Jianan Zhou, Yaoxin Wu, Wen Song, Zhiguang Cao, Jie Zhang:
Towards Omni-generalizable Neural Methods for Vehicle Routing Problems. CoRR abs/2305.19587 (2023) - 2022
- [j49]Wen Song
Mapping the spatial and temporal patterns of fallow land in mountainous regions of China. Int. J. Digit. Earth 15(1): 2148-2167 (2022) - [j48]Wen Song
Learning variable ordering heuristics for solving Constraint Satisfaction Problems. Eng. Appl. Artif. Intell. 109: 104603 (2022) - [j47]Zhonghao Zhang
A novel concavity based method for automatic segmentation of touching cells in microfluidic chips. Expert Syst. Appl. 202: 117432 (2022) - [j46]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): 1478-1499 (2022) - [j45]Yunyun Niu, Jie Shao, Jianhua Xiao, Wen Song
Multi-objective evolutionary algorithm based on RBF network for solving the stochastic vehicle routing problem. Inf. Sci. 609: 387-410 (2022) - [j44]Wei-Bo Guan
The forward-backward splitting method for non-Lipschitz continuous minimization problems in Banach spaces. Optim. Lett. 16(8): 2435-2456 (2022) - [j43]Jingwen Li
Deep Reinforcement Learning for Solving the Heterogeneous Capacitated Vehicle Routing Problem. IEEE Trans. Cybern. 52(12): 13572-13585 (2022) - [j42]Luhao Wang
Stochastic Cooperative Bidding Strategy for Multiple Microgrids With Peer-to-Peer Energy Trading. IEEE Trans. Ind. Informatics 18(3): 1447-1457 (2022) - [j41]Zhizheng Zhang
Dual-Aspect Self-Attention Based on Transformer for Remaining Useful Life Prediction. IEEE Trans. Instrum. Meas. 71: 1-11 (2022) - [j40]Jingwen Li
Heterogeneous Attentions for Solving Pickup and Delivery Problem via Deep Reinforcement Learning. IEEE Trans. Intell. Transp. Syst. 23(3): 2306-2315 (2022) - [j39]Yaoxin Wu
Learning Improvement Heuristics for Solving Routing Problems. IEEE Trans. Neural Networks Learn. Syst. 33(9): 5057-5069 (2022) - [c28]Pengfei Wei, Xinghua Qu, Wen Song
Dynamic Transfer Gaussian Process Regression. CIKM 2022: 2118-2127 - [c27]Yaoxin Wu, Wen Song, Zhiguang Cao, Jie Zhang:
Learning Scenario Representation for Solving Two-stage Stochastic Integer Programs. ICLR 2022 - [c26]Yining Ma
Efficient Neural Neighborhood Search for Pickup and Delivery Problems. IJCAI 2022: 4776-4784 - [c25]Yaoxin Wu, Wen Song, Zhiguang Cao, Jie Zhang, Abhishek Gupta, Mingyan Lin:
Graph Learning Assisted Multi-Objective Integer Programming. NeurIPS 2022 - [c24]Xiaohan Zhao, Wen Song
A Deep Reinforcement Learning Approach for Resource-Constrained Project Scheduling. SSCI 2022: 1226-1234 - [i13]Yining Ma, Jingwen Li, Zhiguang Cao
Efficient Neural Neighborhood Search for Pickup and Delivery Problems. CoRR abs/2204.11399 (2022) - [i12]Rongkai Zhang, Cong Zhang, Zhiguang Cao, Wen Song
Learning to Solve Multiple-TSP with Time Window and Rejections via Deep Reinforcement Learning. CoRR abs/2209.06094 (2022) - [i11]Cong Zhang, Wen Song
Learning to Search for Job Shop Scheduling via Deep Reinforcement Learning. CoRR abs/2211.10936 (2022) - 2021
- [j38]Zhiguang Cao
Detecting the shuttlecock for a badminton robot: A YOLO based approach. Expert Syst. Appl. 164: 113833 (2021) - [j37]Bobby Kurniawan
Distributed-elite local search based on a genetic algorithm for bi-objective job-shop scheduling under time-of-use tariffs. Evol. Intell. 14(4): 1581-1595 (2021) - [j36]Yang Xu, Wen Song, Gongbing Bi, Qiang Zhou:
Threshold Effect in Crowdfunding: Evidence from Investment-Level Data. Int. J. Electron. Commer. 25(4): 416-439 (2021) - [j35]Wen Song, Shigeru Fujimura:
Capturing combination patterns of long- and short-term dependencies in multivariate time series forecasting. Neurocomputing 464: 72-82 (2021) - [j34]Yang Xu, Wen Song, Gongbing Bi:
The roles of crowdfunding: financing, point provision and ex-post production. Int. J. Prod. Res. 59(23): 7037-7056 (2021) - [j33]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: 883-898 (2021) - [j32]Wen Song, Jianqing Chen
Spillover Effect of Consumer Awareness on Third Parties' Selling Strategies and Retailers' Platform Openness. Inf. Syst. Res. 32(1): 172-193 (2021) - [j31]Wei-Bo Guan
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): 1735-1758 (2021) - [j30]Yunyun Niu, Yongpeng Zhang, Zhiguang Cao
MIMOA: A membrane-inspired multi-objective algorithm for green vehicle routing problem with stochastic demands. Swarm Evol. Comput. 60: 100767 (2021) - [j29]Liang Xin
Step-Wise Deep Learning Models for Solving Routing Problems. IEEE Trans. Ind. Informatics 17(7): 4861-4871 (2021) - [j28]Zhiguang Cao
Improving the Performance of Transportation Networks: A Semi-Centralized Pricing Approach. IEEE Trans. Intell. Transp. Syst. 22(10): 6353-6364 (2021) - [c23]Liang Xin, Wen Song, Zhiguang Cao
Multi-Decoder Attention Model with Embedding Glimpse for Solving Vehicle Routing Problems. AAAI 2021: 12042-12049 - [c22]Wen Song, Shigeru Fujimura:
Sensor Data Prediction in Process Industry by Capturing Mixed Length of Time Dependencies. IEEM 2021: 1174-1178 - [c21]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: 7472-7483 - [c20]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: 11096-11107 - [c19]Yaoxin Wu, Wen Song, Zhiguang Cao, Jie Zhang:
Learning Large Neighborhood Search Policy for Integer Programming. NeurIPS 2021: 30075-30087 - [i10]Zhizheng Zhang, Wen Song, Qiqiang Li:
Dual Aspect Self-Attention based on Transformer for Remaining Useful Life Prediction. CoRR abs/2106.15842 (2021) - [i9]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 abs/2110.02544 (2021) - [i8]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 abs/2110.02629 (2021) - [i7]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 abs/2110.02634 (2021) - [i6]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 abs/2110.07983 (2021) - [i5]Yaoxin Wu, Wen Song, Zhiguang Cao, Jie Zhang:
Learning Large Neighborhood Search Policy for Integer Programming. CoRR abs/2111.03466 (2021) - 2020
- [j27]Wen Song, Wenli Li, Shidao Geng
Effect of online product reviews on third parties' selling on retail platforms. Electron. Commer. Res. Appl. 39: 100900 (2020) - [j26]Wen Song
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): 5624-5650 (2020) - [j25]Chao Ma, Zhenbing Liu, Zhiguang Cao
Cost-sensitive deep forest for price prediction. Pattern Recognit. 107: 107499 (2020) - [j24]Zhiguang Cao
Using Reinforcement Learning to Minimize the Probability of Delay Occurrence in Transportation. IEEE Trans. Veh. Technol. 69(3): 2424-2436 (2020) - [c18]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 - [i4]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 abs/2010.12367 (2020) - [i3]Liang Xin, Wen Song, Zhiguang Cao, Jie Zhang:
Multi-Decoder Attention Model with Embedding Glimpse for Solving Vehicle Routing Problems. CoRR abs/2012.10638 (2020)
2010 – 2019
- 2019
- [j23]Wen Song
A multistage risk decision making method for normal cloud model considering behavior characteristics. Appl. Soft Comput. 78: 393-406 (2019) - [j22]Wen Song
Three-reference-point decision-making method with incomplete weight information considering independent and interactive characteristics. Inf. Sci. 503: 148-168 (2019) - [j21]Wen Song
A Sampling Approach for Proactive Project Scheduling under Generalized Time-dependent Workability Uncertainty. J. Artif. Intell. Res. 64: 385-427 (2019) - [c17]Sa Gao, Chunyang Chen
A Neural Model for Method Name Generation from Functional Description. SANER 2019: 411-421 - [i2]Yaoxin Wu, Wen Song, Zhiguang Cao, Jie Zhang, Andrew Lim:
Learning Improvement Heuristics for Solving the Travelling Salesman Problem. CoRR abs/1912.05784 (2019) - [i1]Wen Song, Zhiguang Cao, Jie Zhang, Andrew Lim:
Learning Variable Ordering Heuristics for Solving Constraint Satisfaction Problems. CoRR abs/1912.10762 (2019) - 2018
- [b1]Wen Song:
Project scheduling in distributed and dynamic environments. Nanyang Technological University, Singapore, 2018 - [j20]Wen Song
A multi-stage uncertain risk decision-making method with reference point based on extended LINMAP method. J. Intell. Fuzzy Syst. 35(1): 1133-1146 (2018) - [j19]Wen Song
An agent-based simulation system for multi-project scheduling under uncertainty. Simul. Model. Pract. Theory 86: 187-203 (2018) - [c16]Wen Song, Donghun Kang, Jie Zhang, Hui Xi:
Risk-Aware Proactive Scheduling via Conditional Value-at-Risk. AAAI 2018: 6278-6285 - [c15]Wen Song, Jianjun Zhu:
A Multistage Risk Decision Making Method for Normal Cloud Model with Three Reference Points. GDN 2018: 14-32 - 2017
- [j18]Wen Song
A multi-unit combinatorial auction based approach for decentralized multi-project scheduling. Auton. Agents Multi Agent Syst. 31(6): 1548-1577 (2017) - [c14]Wen Song, Donghun Kang, Jie Zhang, Hui Xi:
A Sampling Based Approach for Proactive Project Scheduling with Time-Dependent Duration Uncertainty. AAAI 2017: 4985-4986 - [c13]Wen Song:
Project Scheduling in Complex Business Environments. AAAI 2017: 5052-5053 - [c12]Wen Song, Donghun Kang, Jie Zhang, Hui Xi:
Proactive Project Scheduling with Time-dependent Workability Uncertainty. AAMAS 2017: 221-229 - [c11]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: 1793-1795 - [c10]Wen Song, Jianqing Chen, Wenli Li:
Spillover Effect of Consumer Awareness on Third-Party Sellers' Selling Strategies on Retail Platforms. ICIS 2017 - 2016
- [c9]Wen Song, Donghun Kang, Jie Zhang, Hui Xi:
Decentralized Multi-Project Scheduling via Multi-Unit Combinatorial Auction. AAMAS 2016: 836-844 - [c8]Wen Song:
An Auction-based Approach for Decentralized Multi-Project Scheduling: (Doctoral Consortium). AAMAS 2016: 1518-1519 - 2015
- [j17]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): 1131-1149 (2015) - [j16]Chao Kan, Wen Song:
Second-order conditions for existence of augmented Lagrange multipliers for eigenvalue composite optimization problems. J. Glob. Optim. 63(1): 77-97 (2015) - [j15]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): 561-570 (2015) - [j14]Wen Song, Qianqian Wang:
Optimality Conditions for Disjunctive Optimization in Reflexive Banach Spaces. J. Optim. Theory Appl. 164(2): 436-454 (2015) - [j13]Chao Kan, Wen Song:
Augmented Lagrangian Duality for Composite Optimization Problems. J. Optim. Theory Appl. 165(3): 763-784 (2015) - [j12]Wen Song, Xiaomei Xu, Jen-Chih Yao:
A note on the condition numbers of convex sets. Math. Program. 149(1-2): 459-463 (2015) - 2014
- [j11]Gongbing Bi, Wen Song, Jie Wu:
A clustering method for evaluating the environmental performance based on slacks-based measure. Comput. Ind. Eng. 72: 169-177 (2014) - 2013
- [j10]Mingwei Tang, Jie Hu, Mingyu Fan, Wen Song:
A steganalysis by adjacency pixel bits structure. Comput. Electr. Eng. 39(2): 488-496 (2013) - [c7]Fan Yang, Tao Liang, Wen Song
A supervised self-organizing approach for large-scale multistage batch scheduling problems. ICCA 2013: 170-175 - 2012
- [j9]Ning E., Wen Song, Yu Zhang:
Second order sufficient optimality conditions in vector optimization. J. Glob. Optim. 54(3): 537-549 (2012) - [c6]Wen Song, Carl Ade
Activity recognition in planetary navigation field tests using classification algorithms applied to accelerometer data. EMBC 2012: 1586-1589 - [c5]Dana Gude, Ryan Broxterman, Carl Ade
Automated hand-forearm ergometer data collection system. EMBC 2012: 2379-2382 - 2010
- [j8]Wei-Bo Guan, Wen Song:
W-approximative compactness and continuity of the generalized projection operator in Banach spaces. J. Approx. Theory 162(1): 64-71 (2010) - [j7]Chong Li, Wen Song, Jen-Chih Yao:
The Bregman distance, approximate compactness and convexity of Chebyshev sets in Banach spaces. J. Approx. Theory 162(6): 1128-1149 (2010) - [j6]JianHong Ye, Wen Song:
Transformation of BPMN Diagrams to YAWL Nets. J. Softw. 5(4): 396-404 (2010)
2000 – 2009
- 2009
- [j5]Liqun Ban, Wen Song:
Duality gap of the conic convex constrained optimization problems in normed spaces. Math. Program. 119(2): 195-214 (2009) - 2008
- [c4]JianHong Ye, ShiXin Sun, Wen Song, Lijie Wen
The Operations and Properties of Reproducibility of the Empty Marking. CIS (1) 2008: 139-144 - [c3]JianHong Ye, ShiXin Sun, Lijie Wen
Transformation of BPMN to YAWL. CSSE (2) 2008: 354-359 - 2007
- [c2]Wen Song, Xuming Fang:
Cross-Layer Routing with Link Quality and Stability-Aware in ITS Hybrid Wireless Mesh Networks. ALPIT 2007: 304-308 - 2006
- [j4]Wen Song, Rui Zang:
Bounded linear regularity of convex sets in Banach spaces and its applications. Math. Program. 106(1): 59-79 (2006) - [j3]Wen Song:
Calmness and Error Bounds for Convex Constraint Systems. SIAM J. Optim. 17(2): 353-371 (2006) - 2005
- [c1]RuiYing Du, HuiJuan Tu, Wen Song:
An Efficient Key Management Scheme for Secure Sensor Networks. PDCAT 2005: 279-283 - 2004
- [j2]Wen Song, Zhengjun Cao:
The generalized decomposition theorem in Banach spaces and its applications. J. Approx. Theory 129(2): 167-181 (2004)
1990 – 1999
- 1998
- [j1]Wen Song:
A generalization of Fenchel duality in set-valued vector optimization. Math. Methods Oper. Res. 48(2): 259-272 (1998)
Coauthor Index
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