Bing Zhang

Publications

• STRIDE: A Systematic Framework for Selecting AI Modalities—Agentic AI, AI Assistants, or LLM Calls

  • • Shubhi Asthana
    • Ruchi Mahindru
    • et al.
  • 2025
  • NeurIPS 2025

• OneShield - the Next Generation of LLM Guardrails

  • • Chad Deluca
    • Anna Lisa Gentile
    • et al.
  • 2025
  • arXiv

• Enterprise Benchmarks for Large Language Model Evaluation

  • • Bing Zhang
    • Mikio Takeuchi
    • et al.
  • 2025
  • NAACL 2025

• Challenges and Remedies of Domain-Specific Classifiers as LLM Guardrails: Self-Harm as a Case Study

  • • Bing Zhang
    • Guang-Jie Ren
  • 2025
  • NAACL 2025

• Adaptive PII Mitigation Framework for Large Language Models

  • • Shubhi Asthana
    • Ruchi Mahindru
    • et al.
  • 2025
  • AAAI 2025

• Deploying Privacy Guardrails for LLMs: A Comparative Analysis of Real-World Applications

  • • Shubhi Asthana
    • Bing Zhang
    • et al.
  • 2025
  • AAAI 2025

• Large Language Model Evaluation on Financial Benchmarks

  • • Bing Zhang
    • Mikio Takeuchi
    • et al.
  • 2024
  • ICAIF 2024

• Enterprise Benchmarks for Large Language Model Evaluation

  • • Bing Zhang
    • Mikio Takeuchi
    • et al.
  • 2024
  • arXiv

• IDMU: Impact Driven Machine Unlearning

  • • Shubhi Asthana
    • Bing Zhang
    • et al.
  • 2023
  • Big Data 2023

• IDMU: Impact Driven Machine Unlearning

  • • Shubhi Asthana
    • Bing Zhang
    • et al.
  • 2023
  • NeurIPS 2023