Yilin Lyu

5 papers · 2020–2025 · 4 venues · across top CS/AI venues

Authors are matched by name, so researchers who share a name ("Yang Liu", "Wei Wang") appear as a single profile and their paper counts, venues and achievements are combined. How identity is handled.

Achievements

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🌍 Conference Polyglot · Bronze 🏃 Academic Marathon · Sprint 🌉 Interdisciplinary Bridge · Bronze 🗺️ Taxonomy Completionist (15) 🐣 Hot Topic Early Bird

Venues

IJCAI (2) ACL (1) CVPR (1) NeurIPS (1)

Top co-authors

Liping Jing (5) Zicheng Sun (2) Xinyue Wang (2) Yaxin Peng (1) Liyuan Wang (1) Chenxu Wang (1) Xingxing Zhang (1) Tieyong Zeng (1) Bing Li (1) Zhipeng Zhang (1)

Research topics

Machine Learning (5) Deep Learning (3) Core Methods (3) Learning Types · Machine Learning (3) Optimization & Theory (3) Artificial Intelligence (2) Learning Types · Deep Learning (2) Computer Vision (1) Analysis (1) Architectures (1) Core AI (1) Learning Paradigms (1) Techniques (1)

Keywords

continual learning (2) catastrophic forgetting (2) bayesian inference (1) information bottleneck (1) batch normalization (1) robust classification (1) feature matching (1) neural network optimization (1) data perturbation (1) visual tracking (1) generalization bound (1) latent variable model (1) parameter-efficient fine-tuning (1) low-rank adaptation (1) deep generative model (1) siamese network (1) gradient subspace (1) minority class (1) backbone network (1) large language model (1)

Papers

Continual Gradient Low-Rank Projection Fine-Tuning for LLMs ACL 2025 Overcoming Recency Bias of Normalization Statistics in Continual Learning: Balance and Adaptation NeurIPS 2023 Recognizable Information Bottleneck IJCAI 2023 Learning Target-aware Representation for Visual Tracking via Informative Interactions IJCAI 2022 Deep Generative Model for Robust Imbalance Classification CVPR 2020