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Mingjie Li

25 papers · 2018–2026 · 9 conferences · across top CS/AI conferences

Achievements

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+12 more ↓ 🌍 Conference Polyglot (8) 🐣 Hot Topic Early Bird 🧭 Keyword Pioneer πŸŒ‰ Interdisciplinary Bridge πŸƒ Academic Marathon (7)
πŸŒ‰ Interdisciplinary Bridge πŸ—ΊοΈ Taxonomy Completionist (32) 🧭 Keyword Pioneer 🧬 Topic Evolution πŸ† Grand Slam πŸ‘‘ Triple Crown πŸ—ƒοΈ Keyword Collector (90) ⚑ Prolific Year (6) πŸš€ Conference Pioneer πŸ’Ž Century Club (24) πŸ”₯ Unstoppable (6) ❓ The Questioner

Conferences

ICML (8) ICLR (4) CVPR (3) NIPS (3) AAAI (2) MICCAI (2) ACL (1) ECCV (1) IJCAI (1)

Papers

Pruning Unsafe Tickets: A Resource-Efficient Framework for Safer and More Robust LLMs ACL 2026 SaLoRA: Safety-Alignment Preserved Low-Rank Adaptation ICLR 2025 HC-LLM: Historical-Constrained Large Language Models for Radiology Report Generation AAAI 2025 Enhancing Vision-Language Models with Morphological and Taxonomic Knowledge: Towards Coral Recognition for Ocean Health AAAI 2025 Towards Interpretable Counterfactual Generation via Multimodal Autoregression MICCAI 2025 PID: Prompt-Independent Data Protection Against Latent Diffusion Models ICML 2024 VertFound: Synergizing Semantic and Spatial Understanding for Fine-grained Vertebrae Classification via Foundation Models MICCAI 2024 Learning with Counterfactual Explanations for Radiology Report Generation ECCV 2024 TERD: A Unified Framework for Safeguarding Diffusion Models Against Backdoors ICML 2024 Unbiased Stochastic Proximal Solver for Graph Neural Networks with Equilibrium States ICLR 2023 GEQ: Gaussian Kernel Inspired Equilibrium Models NIPS 2023 Dynamic Graph Enhanced Contrastive Learning for Chest X-Ray Report Generation CVPR 2023 Mask Propagation for Efficient Video Semantic Segmentation NIPS 2023 Does a Neural Network Really Encode Symbolic Concepts? ICML 2023 Defining and Quantifying the Emergence of Sparse Concepts in DNNs CVPR 2023 G$^2$CN: Graph Gaussian Convolution Networks with Concentrated Graph Filters ICML 2022 Optimization inspired Multi-Branch Equilibrium Models ICLR 2022 Cross-Modal Clinical Graph Transformer for Ophthalmic Report Generation CVPR 2022 CerDEQ: Certifiable Deep Equilibrium Model ICML 2022 Towards Theoretical Analysis of Transformation Complexity of ReLU DNNs ICML 2022 Interpreting and Disentangling Feature Components of Various Complexity from DNNs ICML 2021 Visualizing the Emergence of Intermediate Visual Patterns in DNNs NIPS 2021 Interpreting and Boosting Dropout from a Game-Theoretic View ICLR 2021 Implicit Euler Skip Connections: Enhancing Adversarial Robustness via Numerical Stability ICML 2020 Deep Convolutional Neural Networks with Merge-and-Run Mappings IJCAI 2018