Big AI Dream | Jie Fu
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  • Projects
    • Formally Verifiable and Guaranteed Safe AI by Automated Reasoning
    • AI for Science
    • AI for Social Good
  • Selected Publications
    • Unlocking Emergent Modularity in Large Language Models
    • LoGAH: Predicting 774-Million-Parameter Transformers using Graph HyperNetworks with 1/100 Parameters
    • Stacking Your Transformers: A Closer Look at Model Growth for Efficient LLM Pre-Training
    • Tracking single cell evolution via clock-like chromatin accessibility
    • HyperMoE: Towards Better Mixture of Experts via Transferring Among Experts
    • Think Before You Act: Decision Transformers with Working Memory
    • Massive Editing for Large Language Models via Meta Learning
    • AI Alignment: A Comprehensive Survey
    • When Do Graph Neural Networks Help with Node Classification: Investigating the Homophily Principle on Node Distinguishability
    • Running Ahead of Evolution - AI based Simulation for Predicting Future High-risk SARS-CoV-2 Variants
    • Interactive Natural Language Processing
    • MUDiff: Unified Diffusion for Complete Molecule Generation
    • Learning Multi-Objective Curricula for Robotic Policy Learning
    • Biological Sequence Design with GFlowNets
    • Unifying Likelihood-free Inference with Black-box Sequence Design and Beyond
    • Beyond Fully-Connected Layers with Quaternions: Parameterization of Hypercomplex Multiplications with 1/n Parameters
    • CoCon: A Self-Supervised Approach for Controlled Text Generation
    • Interactive Machine Comprehension with Information Seeking Agents
  • Pages
    • Mentoring Junior Students
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Nov 8, 2020
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Last updated on Nov 8, 2020
← Mentoring Junior Students Nov 8, 2020

Last Update: 2025 Jan.

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