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Furong Huang

13 papers · 0 citations
Most-cited papers
  • Autodan: Interpretable Gradient-based Adversarial Attacks On Large Language Models
    2023 · 99 citations
  • Explore Spurious Correlations At The Concept Level In Language Models For Text Classification
    2023 · 58 citations
  • Towards Possibilities & Impossibilities Of Ai-generated Text Detection: A Survey
    2023 · 53 citations
  • Shadowcast: Stealthy Data Poisoning Attacks Against Vision-language Models
    2024 · 49 citations
  • Temple: Learning Template Of Transitions For Sample Efficient Multi-task RL
    2020 · 6 citations
  • Zero-shot Vision Encoder Grafting Via LLM Surrogates
    2025
  • Aegisllm: Scaling Agentic Systems For Self-reflective Defense In LLM Security
    2025
  • Towards Mitigating Hallucinations In Large Vision-language Models By Refining Textual Embeddings
    2025
  • MORSE-500: A Programmatically Controllable Video Benchmark To Stress-test Multimodal Reasoning
    2025
  • On The Role Of Feedback In Test-time Scaling Of Agentic AI Workflows
    2025
  • Momagraph: State-aware Unified Scene Graphs With Vision-language Model For Embodied Task Planning
    2025
  • Imagine, Verify, Execute: Memory-guided Agentic Exploration With Vision-language Models
    2025
Topics
Vision-Language ModelsBenchmarksSafety & AlignmentEvaluationVideo-LanguageVision-LanguageTraining TechniquesEmbodied & AgentsPromptingFine-Tuning

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