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• Improved Variational Autoencoders for Text Modeling using Dilated Convolutions
  2017 · 242 citations
• Toward Controlled Generation of Text
  2017 · 149 citations
• RLPrompt: Optimizing Discrete Text Prompts with Reinforcement Learning
  2022 · 146 citations
• Stochastic Variational Deep Kernel Learning
  2016 · 105 citations
• On Unifying Deep Generative Models
  2017 · 75 citations
• Nonparametric Variational Auto-encoders for Hierarchical Representation Learning
  2017 · 39 citations
• Efficient (Soft) Q-Learning for Text Generation with Limited Good Data
  2021 · 14 citations
• Improving GAN Training with Probability Ratio Clipping and Sample Reweighting
  2020 · 10 citations
• Reasoning with Language Model is Planning with World Model
  2023 · 10 citations
• Voila: Voice-Language Foundation Models for Real-Time Autonomous Interaction and Voice Role-Play
  2025 · 1 citations
• IsoCompute Playbook: Optimally Scaling Sampling Compute for LLM RL
  2026
• SimWorld-Robotics: Synthesizing Photorealistic and Dynamic Urban Environments for Multimodal Robot Navigation and Collaboration
  2025
• PAN: A World Model for General, Interactable, and Long-Horizon World Simulation
  2025
• Revisiting Reinforcement Learning for LLM Reasoning from A Cross-Domain Perspective
  2025
• PAN: A World Model for General, Interactable, and Long-Horizon World Simulation
  2025