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Author

Binghang Lu

Observed name: Lu, Binghang
Observed institution: Purdue University West Lafayette
ORCID: 0009-0001-6001-6632
Observed ORCID: 0009-0001-6001-6632
OpenAlex ID: A5025474821
NSGA-PINN: A Multi-Objective Optimization Method for Physics-Informed Neural Network Training
2023 · Binghang Lu, Christian Moya, et al. · Algorithms · 33
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Muon-OGD: Muon-based Spectral Orthogonal Gradient Projection for LLM Continual Learning
2026 · Lu, Binghang, Deng, Zheyuan, et al. · arXiv (Cornell University) · 6
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iPINNER: An iterative physics-informed neural network with ensemble Kalman filter
2025 · Binghang Lu, Changhong Mou, et al. · Journal of Computational Physics · 5
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Neural-POD: A Plug-and-Play Neural Operator Framework for Infinite-Dimensional Functional Nonlinear Proper Orthogonal Decomposition
2026 · Mou, Changhong, Lu, Binghang, et al. · arXiv (Cornell University) · 4
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Harness Evolution Hits a Ceiling: When Weight Training Should Begin
2026 · Tian, Yuan, Hu, Bing, et al. · arXiv (Cornell University) · 3
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CONTRAMEM: Learning Self-Evolving Procedural Memory from Contrasting Multi-Model Trajectories
2026 · Deng, Zheyuan, Lu, Binghang, et al. · arXiv (Cornell University) · 3
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PersonaEval: Persona-Based User Simulation for Evaluating Interactive Applications
2026 · Liu, Yifan Simon, Wen, Qianfeng, et al. · arXiv (Cornell University) · 3
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AdamFLIP: Adaptive Momentum Feedback Linearization Optimization for Hard Constrained PINN Training
2026 · Lu, Binghang, Zhang, Runyu, et al. · arXiv (Cornell University) · 3
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MedRouter: Demystifying Knowledge Differences Across Medical LLMs for Routing-Based Reasoning
2026 · Cao, Lang, Lu, Binghang, et al. · arXiv (Cornell University) · 2
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MicroVerse: An Instrument for Measuring Self-Authored Identity Drift in Long-Horizon Multi-Agent Language-Model Simulations
2026 · Ng, Sky, Joshi, Brihi, et al. · arXiv (Cornell University) · 2
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Muon with spectral guidance: Efficient optimization for scientific machine learning
2026 · Binghang Lu, Jiahao Zhang, et al. · Journal of Computational Physics · 2
Morephy-Net: An evolutionary multi-objective optimization for replica-exchange-based physics-informed neural operator learning networks
2026 · Binghang Lu, Changhong Mou, et al. · Computer Methods in Applied Mechanics and Engineering · 2
When Think-with-Image Meets Safety: What Determines Multimodal Jailbreak Robustness?
2026 · Tian, Yuan, Hu, Bing, et al. · arXiv (Cornell University) · 2
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Chain of Risk: Safety Failures in Large Reasoning Models and Mitigation via Adaptive Multi-Principle Steering
2026 · Li, Xiaomin, Hou, Jianheng, et al. · arXiv (Cornell University) · 2
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SE(3)-MeanFlow: Few-Step Protein Backbone Generation on Lie Groups
2026 · Bai, Yikun, Lu, Binghang, et al. · arXiv (Cornell University) · 1
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Muon with Spectral Guidance: Efficient Optimization for Scientific Machine Learning
2026 · Lu, Binghang, Zhang, Jiahao, et al. · arXiv (Cornell University) · 1
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RSI-Opt: Recursive Self-Improvement Optimizer Agents For Model Training
2026 · Lu, Binghang, Sun, Yige, et al. · arXiv (Cornell University)
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Morephy-Net: An Evolutionary Multi-objective Optimization for Replica-Exchange-based Physics-informed Neural Operator Learning Networks
2026 · Binghang Lu, Changhong Mou, et al. · SSRN Electronic Journal
Muon with Spectral Guidance: Efficient Optimization for Scientific Machine Learning
2026 · Binghang Lu, Jiahao Zhang, et al. · SSRN Electronic Journal
Works count: 20
Citation count: 78
H-index: 4
I10-index: 1
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