Publications

2026

  1. agent-radar.png
    Enhancing Multi-Agent Communication through Attention Steering with Context Relevance
    Multi-agent systems; Attention Alignment; Context Management
    Hongxiang Zhang, Yuan Tian, and Tianyi Zhang
    2026
    Under review
    arXiv
  2. flare.png
    FLARE: Fine-Grained Diagnostic Feedback for LLM Code Refinement
    Code Refinement; Fault Localization; Test-time Scaling
    Yinsheng Yao, Hongxiang Zhang, Weixi Tong, and 1 more author
    2026
    Under review
    arXiv
  3. llamafuzz.png
    LLAMAFUZZ: Large Language Model Enhanced Greybox Fuzzing
    LLM for Systems; Greybox Fuzzing; Software Testing
    Hongxiang Zhang, Yuyang Rong, Yifeng He, and 1 more author
    In Proceedings of the 2026 IEEE/ACM International Conference on Automation of Software Test, 2026
    AST 2026
    arXiv

2025

  1. attention_aligned_reasoning.png
    Attention-Aligned Reasoning for Large Language Models
    LLM Reasoning; Attention Alignment; Prompt Engineering
    Hongxiang Zhang, Yuan Tian, and Tianyi Zhang
    arXiv preprint arXiv:2510.03223, 2025
    Under review
    arXiv
  2. actlcd.png
    Active Layer-Contrastive Decoding Reduces Hallucination in Large Language Model Generation
    Hallucination Mitigation; Decoding; Reinforcement Learning
    Hongxiang Zhang, Hao Chen, Muhao Chen, and 1 more author
    In Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing, 2025
    EMNLP 2025 Main
    arXiv Code Website

2024

  1. SteerDiff: Steering towards Safe Text-to-Image Diffusion Models
    Safe Generative AI; Prompt Steering; Diffusion Models
    Hongxiang Zhang, Yifeng He, and Hao Chen
    2024
    arXiv