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Home/Authors/Songcan Chen

Songcan Chen

Topic trends: 32,543 papers · similarity ≥ 0.4 · year ≥ 2024 · Data sourced from Semantic Scholar

34,598 papers | Abstracts: 31,650 (91.5%) | Citations: 34,598 (100.0%) | arXiv: 26,074 (75.4%)

Built: Feb 15, 2026, 5:10 AM AMS

12

papers

292

total citations

papers (12)

TimesURL: Self-Supervised Contrastive Learning for Universal Time Series Representation Learning

Better Safe Than Sorry: Preventing Delusive Adversaries with Adversarial Training

NEURIPS 2021arXiv

Improving Lens Flare Removal with General-Purpose Pipeline and Multiple Light Sources Recovery

Can Adversarial Training Be Manipulated By Non-Robust Features?

NEURIPS 2022arXiv

Unlocking the Power of Open Set: A New Perspective for Open-Set Noisy Label Learning

Beyond Myopia: Learning from Positive and Unlabeled Data through Holistic Predictive Trends

NEURIPS 2023arXiv

TimeCHEAT: A Channel Harmony Strategy for Irregularly Sampled Multivariate Time Series Analysis

All Beings Are Equal in Open Set Recognition

MLC-NC: Long-Tailed Multi-Label Image Classification Through the Lens of Neural Collapse

Cut out and Replay: A Simple yet Versatile Strategy for Multi-Label Online Continual Learning

Unlocking Better Closed-Set Alignment Based on Neural Collapse for Open-Set Recognition

Expand Horizon: Graph Out-of-Distribution Generalization via Multi-Level Environment Inference