Jiacheng Liang

Full List of Publications

Pre-prints

• GraphRAG under Fire
  Jiacheng Liang, Yuhui Wang, Changjiang Li, Rongyi Zhu, Tanqiu Jiang, Neil Gong, Ting Wang

• WaterPark: A Robustness Assessment of Language Model Watermarking
  Jiacheng Liang, Zian Wang, Lauren Hong, Shouling Ji, Ting Wang

• Data to Defense: The Role of Curation in Customizing LLMs Against Jailbreaking Attacks
  Xiaoqun Liu, Jiacheng Liang, Luoxi Tang, Muchao Ye, Weicheng Ma, Zhaohan Xi

• Cyber Defense Reinvented: Large Language Models as Threat Intelligence Copilots
  Xiaoqun Liu, Jiacheng Liang, Qiben Yan, Muchao Ye, Jinyuan Jia, Zhaohan Xi

• CopyrightMeter: Revisiting Copyright Protection in Text-to-image Models
  Naen Xu, Changjiang Li, Tianyu Du, Minxi Li, Wenjie Luo, Jiacheng Liang, Yuyuan Li, Xuhong Zhang, Meng Han, Jianwei Yin, Ting Wang

2025

• RobustKV: Defending Large Language Models against Jailbreak Attacks via KV Eviction
  Tanqiu Jiang, Zian Wang, Jiacheng Liang, Changjiang Li, Yuhui Wang, Ting Wang
  International Conference on Learning Representations (ICLR’25)

2024

• Model Extraction Attacks Revisited
  Jiacheng Liang, Ren Pang, Changjiang Li, Ting Wang
  Asia Conference on Computer and Communications Security (Asia CCS’24)

• Pass: Patch automatic skip scheme for efficient on-device video perception
  Qihua Zhou, Song Guo, Jun Pan, Jiacheng Liang, Jingcai Guo, Zhenda Xu, Jingren Zhou
  IEEE Transactions on Pattern Analysis and Machine Intelligence (IEEE TPAMI’24)

2023

• PASS: patch automatic skip scheme for efficient real-time video perception on edge devices
  Qihua Zhou, Song Guo, Jun Pan, Jiacheng Liang, Jingcai Guo, Zhenda Xu, Jingren Zhou
  AAAI Conference on Artificial Intelligence (AAAI’23)

2022

• Revisiting frequency analysis against encrypted deduplication via statistical distribution
  Jingwei Li, Guoli Wei, Jiacheng Liang, Yanjing Ren, Patrick PC Lee, Xiaosong Zhang
  IEEE International Conference on Computer Communications (IEEE INFOCOM’22)

2021

• Omnilytics: A blockchain-based secure data market for decentralized machine learning
  Jiacheng Liang, Songze Li, Bochuan Cao, Wensi Jiang, Chaoyang He
  ICML 2021 Workshop

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