Muxi Chen

5 papers · 2022–2026 · 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 🌉 Interdisciplinary Bridge · Bronze 🗺️ Taxonomy Completionist (15) ❓ The Questioner

Venues

NeurIPS (2) AAAI (1) CVPR (1) ICLR (1)

Top co-authors

Qiang Xu (5) Chenchen Zhao (2) Ailing Zeng (2) Minhao LIU (1) Zhaohua Zhang (1) Lingna Ma (1) Qiuxia LAI (1) Mingyang Chen (1) Yu Li (1) Lei Zhang (1)

Research topics

Machine Learning (3) Computer Vision (2) Data Science & Analytics (2) Deep Learning (2) Analysis (2) Application Areas (2) Learning Types (2) Methods (2) Artificial Intelligence (1) Architectures (1) Core AI (1) Core Methods (1) Models (1) Optimization & Theory (1)

Keywords

time series forecasting (2) model debugging (2) object detection (1) model interpretability (1) generative model (1) convolutional neural network (1) spurious correlation (1) text-to-image model (1) vision-language model (1) interpretable model (1) positional encoding (1) linear model (1) active exploration (1) data scarcity (1) temporal relation (1) model auditing (1) failure analysis (1) data slice (1) downsample convolution (1) error slice (1)

Papers

FailureAtlas: Mapping the Failure Landscape of T2I Models via Active Exploration CVPR 2026 HiBug2: Efficient and Interpretable Error Slice Discovery for Comprehensive Model Debugging ICLR 2025 Are Transformers Effective for Time Series Forecasting? AAAI 2023 HiBug: On Human-Interpretable Model Debug NeurIPS 2023 SCINet: Time Series Modeling and Forecasting with Sample Convolution and Interaction NeurIPS 2022