Zimeng Lyu - RankMe

27 papers A 2B 6Journal 13Unranked 6

Year	Rank	Type	Title / Venue / Authors
2025	J	`jnl`	Directly Learning Stock Trading Strategies Through Profit Guided Loss Functions. CoRR Devroop Kar, Zimeng Lyu, Sheeraja Rajakrishnan, Hao Zhang, Alexander Ororbia, Travis Desell, Daniel E. Krutz
2025	—	`conf`	Evolving RNNs for Stock Forecasting: A Low Parameter Efficient Alternative to Transformers. EvoApplications (2) Zimeng Lyu, Devroop Kar, Matthew Simoni, Rohaan Nadeem, Avinash Bhojanapalli, Hao Zhang, Travis Desell
2025	B	`conf`	Minimally Supervised Regression using Topological Projections in Self-Organizing Maps. IJCNN Zimeng Lyu, Alexander Ororbia, Rui Li, Travis Desell
2025	A	`conf`	Visualizing the Dynamics of Neuroevolution with Genetic Distance Projections. GECCO Evan Patterson, Joshua Karns, Zimeng Lyu, Travis Desell
2024	—	`conf`	Enabling An Informed Contextual Multi-Armed Bandit Framework For Stock Trading With Neuroevolution. GECCO Companion Devroop Kar, Zimeng Lyu, Alexander G. Ororbia II, Travis Desell, Daniel E. Krutz
2024	J	`jnl`	Minimally Supervised Learning using Topological Projections in Self-Organizing Maps. CoRR Zimeng Lyu, Alexander Ororbia, Rui Li, Travis Desell
2024	B	`conf`	Minimally Supervised Topological Projections of Self-Organizing Maps for Phase of Flight Identification. IJCNN Zimeng Lyu, Pujan Thapa, Travis Desell
2024	J	`jnl`	Minimally Supervised Topological Projections of Self-Organizing Maps for Phase of Flight Identification. CoRR Zimeng Lyu, Pujan Thapa, Travis Desell
2024	J	`jnl`	Neuroevolution Neural Architecture Search for Evolving RNNs in Stock Return Prediction and Portfolio Trading. CoRR Zimeng Lyu, Amulya Saxena, Rohaan Nadeem, Hao Zhang, Travis Desell
2023	J	`jnl`	Backpropagation-free 4D continuous ant-based neural topology search. Appl. Soft Comput. AbdElRahman ElSaid, Karl Ricanek, Zimeng Lyu, Alexander Ororbia, Travis Desell
2023	—	`conf`	Co-evolving Recurrent Neural Networks and their Hyperparameters with Simplex Hyperparameter Optimization. GECCO Companion Amit Dilip Kini, Swaraj Sambhaji Yadav, Aditya Shankar Thakur, Akshar Bajrang Awari, Zimeng Lyu, Travis Desell
2023	—	`conf`	Efficient Neuroevolution Using Island Repopulation and Simplex Hyperparameter Optimization. SSCI Aditya Shankar Thakur, Akshar Bajrang Awari, Zimeng Lyu, Travis Desell
2023	J	`jnl`	Online Evolutionary Neural Architecture Search for Multivariate Non-Stationary Time Series Forecasting. CoRR Zimeng Lyu, Alexander Ororbia, Travis Desell
2023	J	`jnl`	Online evolutionary neural architecture search for multivariate non-stationary time series forecasting. Appl. Soft Comput. Zimeng Lyu, Alexander Ororbia, Travis Desell
2022	J	`jnl`	ONE-NAS: An Online NeuroEvolution based Neural Architecture Search for Time Series Forecasting. CoRR Zimeng Lyu, Travis Desell
2022	—	`conf`	ONE-NAS: an online neuroevolution based neural architecture search for time series forecasting. GECCO Companion Zimeng Lyu, Travis Desell
2021	B	`conf`	An Experimental Study of Weight Initialization and Lamarckian Inheritance on Neuroevolution. EvoApplications Zimeng Lyu, AbdElRahman ElSaid, Joshua Karns, Mohamed Wiem Mkaouer, Travis Desell
2021	B	`conf`	Continuous Ant-Based Neural Topology Search. EvoApplications AbdElRahman ElSaid, Joshua Karns, Zimeng Lyu, Alexander G. Ororbia II, Travis Desell
2021	B	`conf`	Improving Distributed Neuroevolution Using Island Extinction and Repopulation. EvoApplications Zimeng Lyu, Joshua Karns, AbdElRahman ElSaid, Mohamed Wiem Mkaouer, Travis Desell
2021	—	`conf`	Neuroevolution of recurrent neural networks for time series forecasting of coal-fired power plant operating parameters. GECCO Companion Zimeng Lyu, Shuchita Patwardhan, David Stadem, James Langfeld, Steven A. Benson, Seth Thoelke, Travis Desell
2020	J	`jnl`	An Experimental Study of Weight Initialization and Weight Inheritance Effects on Neuroevolution. CoRR Zimeng Lyu, AbdElRahman ElSaid, Joshua Karns, Mohamed Wiem Mkaouer, Travis Desell
2020	J	`jnl`	Continuous Ant-Based Neural Topology Search. CoRR AbdElRahman ElSaid, Joshua Karns, Zimeng Lyu, Alexander Ororbia, Travis Desell
2020	J	`jnl`	Improving Neuroevolution Using Island Extinction and Repopulation. CoRR Zimeng Lyu, Joshua Karns, AbdElRahman ElSaid, Travis Desell
2020	A	`conf`	Improving neuroevolutionary transfer learning of deep recurrent neural networks through network-aware adaptation. GECCO AbdElRahman ElSaid, Joshua Karns, Zimeng Lyu, Daniel E. Krutz, Alexander Ororbia, Travis Desell
2020	J	`jnl`	Long term predictions of coal fired power plant data using evolved recurrent neural networks. Autom. Travis J. Desell, AbdElRahman ElSaid, Zimeng Lyu, David Stadem, Shuchita Patwardhan, Steven A. Benson
2020	B	`conf`	Neuro-Evolutionary Transfer Learning Through Structural Adaptation. EvoApplications AbdElRahman ElSaid, Joshua Karnas, Zimeng Lyu, Daniel E. Krutz, Alexander G. Ororbia II, Travis Desell
2020	J	`jnl`	Neuroevolutionary Transfer Learning of Deep Recurrent Neural Networks through Network-Aware Adaptation. CoRR AbdElRahman ElSaid, Joshua Karns, Alexander G. Ororbia II, Daniel E. Krutz, Zimeng Lyu, Travis Desell