Ting Huang

27 papers A* 1A 1B 2Journal 17Unranked 6
YearRankTypeTitle / Venue / Authors
2026 J jnl
Large language model as meta-surrogate for offline data-driven many-task optimization: A proof-of-principle study.
Inf. Sci.
Xian-Rong Zhang, Yue-Jiao Gong, Yuanting Zhong, Ting Huang, Jun Zhang
2026 J jnl
Surrogate Ensemble in Expensive Multi-Objective Optimization via Deep Q-Learning.
CoRR
Yuxin Wu, Hongshu Guo, Ting Huang, Yue-Jiao Gong, Zeyuan Ma
2026 A* conf
TRACE: A Generalizable Drift Detector for Streaming Data-Driven Optimization.
AAAI
Yuanting Zhong, Ting Huang, Xiaolin Xiao, Yue-Jiao Gong
2025 J jnl
A Robust Lifelong Multi-Agent Path Finding With Active Conflict Resolution and Decentralized Execution.
IEEE Robotics Autom. Lett.
Feng Zhuang, Ting Huang, Quan Xu, Yue-Jiao Gong, Jing Liu
2025 J jnl
An efficient history-guided surrogate models-assisted niching evolutionary algorithm for expensive multimodal optimization.
Swarm Evol. Comput.
Ting Huang, Bing-Bing Niu, Yue-Jiao Gong, Jing Liu
2025 J jnl
Continuous Berth Allocation and Time-Variant Quay Crane Assignment: Memetic Algorithm With a Heuristic Decoding Method.
IEEE Trans. Intell. Transp. Syst.
Li-Sha Xu, Ting Huang, Bowen Zhao, Yue-Jiao Gong, Jing Liu
2025 J jnl
Incremental learning-enhanced ensemble surrogate-assisted evolutionary algorithm for lifelong berth allocation and quay crane assignment problems.
Swarm Evol. Comput.
Li-Sha Xu, Yi-Ming Wang, Ting Huang, Yue-Jiao Gong, Jing Liu
2025 — conf
Learn to Refine: Synergistic Multi-Agent Path Optimization for Lifelong Conflict-Free Navigation of Autonomous Vehicles.
KDD (2)
Junjun Li, Zeyuan Ma, Ting Huang, Yue-Jiao Gong
2025 J jnl
Symbolic Regression-Assisted Offline Data-Driven Evolutionary Computation.
IEEE Trans. Evol. Comput.
Yugong Sun, Ting Huang, Jing-Hui Zhong, Jun Zhang, Yue-Jiao Gong
2025 J jnl
TRACE: A Generalizable Drift Detector for Streaming Data-Driven Optimization.
CoRR
Yuanting Zhong, Ting Huang, Xiaolin Xiao, Yue-Jiao Gong
2025 J jnl
TaskSimLF: Efficient Leader-Follower Multi-Agent Path Finding With Clustered Pickup and Delivery.
IEEE Robotics Autom. Lett.
Feng Zhuang, Ting Huang, Jing Liu
2025 J jnl
nLKH-ACS: A Niching Lin-Kernighan-Helsgaun-Based Ant Colony System for Multisolution Traveling Salesman Problems.
IEEE Trans. Evol. Comput.
Ting Huang, Zhen-Quan Zhang, Yue-Jiao Gong, Jing Liu
2024 — conf
An Empirical Study of Constrained Evolutionary Algorithms for Isomorphic Connected Graph Segmentation Problems.
GECCO Companion
Feng Zhuang, Ting Huang, He Yu, Jing Liu
2024 A conf
RLEMMO: Evolutionary Multimodal Optimization Assisted By Deep Reinforcement Learning.
GECCO
Hongqiao Lian, Zeyuan Ma, Hongshu Guo, Ting Huang, Yue-Jiao Gong
2024 J jnl
RLEMMO: Evolutionary Multimodal Optimization Assisted By Deep Reinforcement Learning.
CoRR
Hongqiao Lian, Zeyuan Ma, Hongshu Guo, Ting Huang, Yue-Jiao Gong
2023 B conf
An Efficient Multitasking Ant Colony Optimization Framework.
CEC
Zhenjian Yu, Wei-Li Liu, Jinghui Zhong, Ting Huang, Xu Lu, Zhiyong Lin
2023 — conf
DeepLink: Triplet Embedding and Spatio-Temporal Dynamics Learning of Link Representations for Travel Time Estimation.
ICONIP (14)
Jiezhang Li, Yue-Jiao Gong, Ting Huang, Wei-Neng Chen
2023 J jnl
MTrajPlanner: A Multiple-Trajectory Planning Algorithm for Autonomous Underwater Vehicles.
IEEE Trans. Intell. Transp. Syst.
Yue-Jiao Gong, Ting Huang, Yining Ma, Sang-Woon Jeon, Jun Zhang
2022 J jnl
A Probabilistic Niching Evolutionary Computation Framework Based on Binary Space Partitioning.
IEEE Trans. Cybern.
Ting Huang, Yue-Jiao Gong, Wei-Neng Chen, Hua Wang, Jun Zhang
2022 J jnl
Matrix-Based Evolutionary Computation.
IEEE Trans. Emerg. Top. Comput. Intell.
Zhi-Hui Zhan, Jun Zhang, Ying Lin, Jian-Yu Li, Ting Huang, Xiao-Qi Guo, Feng-Feng Wei, Sam Kwong, Xinyi Zhang, Rui You
2020 J jnl
A Niching Memetic Algorithm for Multi-Solution Traveling Salesman Problem.
IEEE Trans. Evol. Comput.
Ting Huang, Yue-Jiao Gong, Sam Kwong, Hua Wang, Jun Zhang
2020 J jnl
Automatic Planning of Multiple Itineraries: A Niching Genetic Evolution Approach.
IEEE Trans. Intell. Transp. Syst.
Ting Huang, Yue-Jiao Gong, Yu-Hui Zhang, Zhi-Hui Zhan, Jun Zhang
2020 J jnl
Concurrent optimization of multiple base learners in neural network ensembles: An adaptive niching differential evolution approach.
Neurocomputing
Ting Huang, Dan-Ting Duan, Yue-Jiao Gong, Long Ye, Wing W. Y. Ng, Jun Zhang
2020 B conf
Niching Evolutionary Computation With a Priori Estimate for Solving Multi-Solution Traveling Salesman Problem.
CEC
Ting Huang, Yue-Jiao Gong, Xiaoyan Li, Xiao-Min Hu, Jun Zhang
2018 — conf
Multi-Population Ant Colony System for Multiple Path Planning of Food Delivery Applications.
SSCI
Yi-Bin Cheng, Ting Huang, Huntley Ting Huang, Yue-Jiao Gong, Jun Zhang
2018 — conf
Seeking Multiple Solutions of Combinatorial optimization Problems: A Proof of Principle Study.
SSCI
Ting Huang, Yue-Jiao Gong, Jun Zhang
2017 — conf
Niching community based differential evolution for multimodal optimization problems.
SSCI
Ting Huang, Zhi-Hui Zhan, Xingdong Jia, Huaqiang Yuan, Jing-qing Jiang, Jun Zhang