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• TaskCLIP: Extend Large Vision-Language Model for Task Oriented Object Detection
  2024 · 5 citations
• DEM-NeRF: A Neuro-Symbolic Method for Scientific Discovery through Physics-Informed Simulation
  2025 · 1 citations
• Neurosymbolic LoRA: Why and When to Tune Weights vs. Rewrite Prompts
  2026
• On the Dataless Training of Neural Networks
  2025
• TOGA: Temporally Grounded Open-Ended Video QA with Weak Supervision
  2025
• Average Reward Reinforcement Learning for Omega-Regular and Mean-Payoff Objectives
  2025
• Finite-Time Global Optimality Convergence in Deep Neural Actor-Critic Methods for Decentralized Multi-Agent Reinforcement Learning
  2025
• Steady-State Planning in Expected Reward Multichain MDPs
  2020
• Controller Synthesis for Omega-Regular and Steady-State Specifications
  2021
• BOSS: Bidirectional One-Shot Synthesis of Adversarial Examples
  2021
• Safety Margins for Reinforcement Learning
  2023
• Differentiable Quadratic Optimization For The Maximum Independent Set Problem
  2024
• Immune: Improving Safety Against Jailbreaks in Multi-modal LLMs via Inference-Time Alignment
  2024