Yepeng Liu

8 papers · 2023–2026 · 5 conferences · across top CS/AI conferences

Achievements

🌍 Conference Polyglot (4) 🌉 Interdisciplinary Bridge 🧭 Keyword Pioneer 🐣 Hot Topic Early Bird 🐝 Cross-Pollinator (15) 🚀 Conference Pioneer

Conferences

ICLR (2) ICML (2) NIPS (2) EACL (1) MICCAI (1)

Top co-authors

Yu Zhang (3) Yuheng Bu (3) Duoqian Miao (2) Qi Zhang (2) Qian Lou (2) Liang Hu (2) Yiwei Shi (2) Mengxin Zheng (1) Yuliang Gu (1) Mike Zheng Shou (1)

Keywords

model compression (1) reinforcement learning (1) vision transformer (1) model security (1) adversarial attack (1) black-box attack (1) reward hacking (1) computational cost (1) prompt injection (1) flops reduction (1) trojan attack (1) patch splitting (1) token list (1) text authentication (1)

Papers

A Reinforcement Learning Framework for Robust and Secure LLM Watermarking EACL 2026

Image Watermarks are Removable using Controllable Regeneration from Clean Noise ICLR 2025

Adaptive Text Watermark for Large Language Models ICML 2024

MLIP: Efficient Multi-Perspective Language-Image Pretraining with Exhaustive Data Utilization ICML 2024

Position-Guided Prompt Learning for Anomaly Detection in Chest X-Rays MICCAI 2024

MG-ViT: A Multi-Granularity Method for Compact and Efficient Vision Transformers NIPS 2023

TrojText: Test-time Invisible Textual Trojan Insertion ICLR 2023

TrojLLM: A Black-box Trojan Prompt Attack on Large Language Models NIPS 2023