publications

2026

  1. Preprint
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    TacitVLA: Reasoning Vision-Language-Action Models Without Reasoning Latency
    Under review, 2026
  2. NeurIPS
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    The Surprising Effectiveness of Deleting Weights in LLM Post-Training
    Conference on Neural Information Processing Systems (NeurIPS); also ICML Workshop on Foundations of Deep Generative Models, 2026
  3. COLM
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    HyperThink: Text-to-Parameter Hypernetworks for Efficient Reasoning
    Conference on Language Modeling (COLM), 2026
  4. ICLRW
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    When Does Verification Pay Off? A Closer Look at LLMs as Solution Verifiers
    Jack Lu*, Ryan Teehan*, Jinran Jin, and Mengye Ren
    ICLR 2026 Workshop on AI with Recursive Self-Improvement, 2026
  5. ICML
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    Context Tuning for In-Context Optimization
    Jack Lu, Ryan Teehan, Zhenbang Yang, and Mengye Ren
    International Conference on Machine Learning (ICML), 2026
  6. NeurIPS
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    Solaris: Building a Multiplayer Video World Model in Minecraft
    Conference on Neural Information Processing Systems (NeurIPS), Spotlight, 2026
  7. ICLR
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    SkillFactory: Self-Distillation For Learning Cognitive Behaviors
    International Conference on Learning Representations (ICLR), 2026

2024

  1. ECCV
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    ProCreate, Don’t Reproduce! Propulsive Energy Diffusion for Creative Generation
    Jack Lu, Ryan Teehan, and Mengye Ren
    European Conference on Computer Vision (ECCV), 2024
  2. ICRA
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    SceneControl: Diffusion for Controllable Traffic Scene Generation
    IEEE International Conference on Robotics and Automation (ICRA), 2024

2021

  1. Frontiers
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    Fibrosis-Net: A Tailored Deep Convolutional Neural Network Design for Prediction of Pulmonary Fibrosis Progression From Chest CT Images
    Frontiers in Artificial Intelligence, 2021