Tingyang Wei
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    • Few-Shot Multiobjective Multitask Optimization
    • Amortized Multi-Objective Optimization Across Tasks with Generative Solution Modeling
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    • In-Context Guidance: Learning Inter-Task Synergies via Numerical Foundational Models for Few-Shot Multitask Optimization
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    • Diagnosing Optimizer-Landscape Interaction via Representation in Subset Selection Multitasking: Evidence from Piano Fingering
    • Solving Few-Shot Multiobjective Multitask Optimization via Iterative Sequential Transfer
    • Parametric Expensive Multi-Objective Optimization via Generative Solution Modeling
    • Music Minion Guided Evolutionary Multitasking: A Case Study in Piano Fingering Estimation
    • (θl,θu)-Parametric Multi-Task Optimization: Joint Search in Solution and Infinite Task Spaces
    • Convergence of Expensive Multi-Objective Optimizer: From ParEGO to ExTrEMO
    • Bayesian Forward-Inverse Transfer for Multiobjective Optimization
    • A Review on Evolutionary Multitask Optimization: Trends and Challenges
    • Towards Generalized Resource Allocation on Evolutionary Multitasking for Multi-Objective Optimization
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Few-Shot Multiobjective Multitask Optimization

Sep 24, 2026·
Tingyang Wei
Tingyang Wei
· 0 min read
Slides
Date
Sep 24, 2026 10:00 AM
Event
PhD Thesis Oral Defense, Nanyang Technological University
Location

Nanyang Technological University, Singapore

Last updated on Sep 24, 2026
Tingyang Wei
Authors
Tingyang Wei
AI Engineer | Ph.D. Candidate
Amortized Multi-Objective Optimization Across Tasks with Generative Solution Modeling Aug 20, 2026 →

© 2026 Tingyang Wei. This work is licensed under CC BY NC ND 4.0

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