Zhi Zheng

Orcid: 0009-0005-8785-8177

Affiliations:
  • National University of Singapore, School of Computing, Singapore
  • Southern University of Science and Technology, Department of Computer Science and Engineering, Shenzhen, China


According to our database1, Zhi Zheng authored at least 8 papers between 2024 and 2025.

Collaborative distances:
  • Dijkstra number2 of five.
  • Erdős number3 of four.

Timeline

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Bibliography

2025
Rethinking Neural Combinatorial Optimization for Vehicle Routing Problems with Different Constraint Tightness Degrees.
CoRR, May, 2025

Reasoning-CV: Fine-tuning Powerful Reasoning LLMs for Knowledge-Assisted Claim Verification.
CoRR, May, 2025

Monte Carlo Tree Search for Comprehensive Exploration in LLM-Based Automatic Heuristic Design.
CoRR, January, 2025

2024
Pareto Improver: Learning Improvement Heuristics for Multi-Objective Route Planning.
IEEE Trans. Intell. Transp. Syst., January, 2024

CaDA: Cross-Problem Routing Solver with Constraint-Aware Dual-Attention.
CoRR, 2024

UDC: A Unified Neural Divide-and-Conquer Framework for Large-Scale Combinatorial Optimization Problems.
Proceedings of the Advances in Neural Information Processing Systems 38: Annual Conference on Neural Information Processing Systems 2024, 2024

DPN: Decoupling Partition and Navigation for Neural Solvers of Min-max Vehicle Routing Problems.
Proceedings of the Forty-first International Conference on Machine Learning, 2024

Learning Encodings for Constructive Neural Combinatorial Optimization Needs to Regret.
Proceedings of the Thirty-Eighth AAAI Conference on Artificial Intelligence, 2024


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