Didi Zhu

10 papers · 2023–2025 · 3 conferences · across top CS/AI conferences

Achievements

🌍 Conference Polyglot (3) 🌉 Interdisciplinary Bridge 🧭 Keyword Pioneer 🐝 Cross-Pollinator (15) ⚡ Prolific Year (8) 💎 Century Club (10)

Conferences

ICML (5) ICLR (3) ICCV (2)

Top co-authors

Kun Kuang (4) Zexi Li (3) Chao Wu (3) Tao Shen (3) Fei Wu (3) Bo Du (2) Dacheng Tao (2) Ziyu Zhao (2) Jinluan Yang (2) Min Zhang (2)

Keywords

feature alignment (1) vision transformer (1) attention mechanism (1) text-to-image generation (1) semantic alignment (1) stable diffusion (1) attention map (1) universal domain adaptation (1) text-image alignment (1) object omission (1)

Papers

Learn from Downstream and Be Yourself in Multimodal Large Language Models Fine-Tuning ICML 2025

Decoding Correlation-Induced Misalignment in the Stable Diffusion Workflow for Text-to-Image Generation ICCV 2025

Mitigating the Backdoor Effect for Multi-Task Model Merging via Safety-Aware Subspace ICLR 2025

Merging LoRAs like Playing LEGO: Pushing the Modularity of LoRA to Extremes Through Rank-Wise Clustering ICLR 2025

REMEDY: Recipe Merging Dynamics in Large Vision-Language Models ICLR 2025

Be Confident: Uncovering Overfitting in MLLM Multi-Task Tuning ICML 2025

ERICT: Enhancing Robustness by Identifying Concept Tokens in Zero-Shot Vision Language Models ICML 2025

ZeroFlow: Overcoming Catastrophic Forgetting is Easier than You Think ICML 2025

Model Tailor: Mitigating Catastrophic Forgetting in Multi-modal Large Language Models ICML 2024

Universal Domain Adaptation via Compressive Attention Matching ICCV 2023