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Cong Zhang (张聪)
Cong Zhang (张聪)
TikTok, Nanyang Technological University
Verified email at bytedance.com - Homepage
Title
Cited by
Cited by
Year
Learning to dispatch for job shop scheduling via deep reinforcement learning
C Zhang*, W Song*, Z Cao, J Zhang, PS Tan, X Chi
Advances in Neural Information Processing Systems (NeurIPS) 33, 1621-1632, 2020
3782020
A review on learning to solve combinatorial optimisation problems in manufacturing
C Zhang*, Y Wu*, Y Ma*, W Song, Z Le, Z Cao, J Zhang
IET Collaborative Intelligent Manufacturing (IETCIM) 5 (1), e12072, 2023
342023
Learning to solve multiple-TSP with time window and rejections via deep reinforcement learning
R Zhang*, C Zhang*, Z Cao, W Song, PS Tan, J Zhang, B Wen, J Dauwels
IEEE Transactions on Intelligent Transportation Systems (T-ITS), 2022
332022
Evolution strategies-based optimized graph reinforcement learning for solving dynamic job shop scheduling problem
C Su, C Zhang, D Xia, B Han, C Wang, G Chen, L Xie
Applied Soft Computing (ASC) 145, 110596, 2023
222023
Sampling efficient deep reinforcement learning through preference-guided stochastic exploration
W Huang, C Zhang, J Wu, X He, J Zhang, C Lv
IEEE Transactions on Neural Networks and Learning Systems (TNNLS), 2023
122023
Deep reinforcement learning guided improvement heuristic for job shop scheduling
C Zhang, Z Cao, W Song, Y Wu, J Zhang
The International Conference on Learning Representations (ICLR), 2024
82024
Aligning Crowd Feedback via Distributional Preference Reward Modeling
D Li*, C Zhang*, K Dong, DGX Deik, R Tang, Y Liu
Workshop on Models of Human Feedback for AI Alignment (ICML-MHFAIA), 2024
52024
Meta-Task Planning for Language Agents
C Zhang*, DGX Deik*, D Li, H Zhang, Y Liu
COLING 2025, 2025
22025
Graph Neural Networks for Job Shop Scheduling Problems: A Survey
IG Smit, J Zhou, R Reijnen, Y Wu, J Chen, C Zhang, Z Bukhsh, W Nuijten, ...
Computers and Operations Research, 2024
22024
CtrlA: Adaptive Retrieval-Augmented Generation via Probe-Guided Control
H Liu, H Zhang, Z Guo, K Dong, X Li, YQ Lee, C Zhang, Y Liu
arXiv preprint arXiv:2405.18727, 2024
22024
Learning topological representations with bidirectional graph attention network for solving job shop scheduling problem
C Zhang, Z Cao, Y Wu, W Song, J Sun
The Conference on Uncertainty in Artificial Intelligence (UAI), 2024
22024
Fast pareto set approximation for multi-objective flexible job shop scheduling via parallel preference-conditioned graph reinforcement learning
C Su*, C Zhang*, C Wang, W Cen, G Chen, L Xie
Swarm and Evolutionary Computation (SWEVO), 2024
12024
MC-indexing: Effective Long Document Retrieval via Multi-view Content-aware Indexing
K Dong, DGX Deik, Y Lee, H Zhang, X Li, C Zhang, Y Liu
Findings of the Association for Computational Linguistics: EMNLP 2024, 2673-2691, 2024
2024
Decision-making with speculative opponent models
J Sun, S Chen, C Zhang, Y Ma, J Zhang
The IEEE Transactions on Neural Networks and Learning Systems (TNNLS), 2024
2024
Intelligent job shop scheduling via deep reinforcement learning over graphs
C Zhang
Nanyang Technological University, 2023
2023
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