Dan dan Guo

6 papers · 2022–2025 · 2 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 🗺️ Taxonomy Completionist (13) 🐣 Hot Topic Early Bird

Venues

ICLR (5) ICML (1)

Top co-authors

He Zhao (5) Yi Chang (3) Mingyuan Zhou (3) Hangting Ye (2) Hongyuan Zha (2) Wei Fan (2) Xiaozhuang Song (1) Jinmeng Li (1) Bo Chen (1) Korawat Tanwisuth (1)

Research topics

Machine Learning (6) Core Methods (4) Optimization & Theory · Machine Learning (4) Deep Learning (2) Learning Types (2) Artificial Intelligence (1) Architectures (1) Learning Paradigms · Artificial Intelligence (1) Learning Paradigms · Machine Learning (1) Optimization & Theory · Deep Learning (1)

Keywords

tabular data (2) prototype learning (2) optimal transport (2) anomaly detection (1) topic modeling (1) model aggregation (1) document representation (1) classifier learning (1) reconstruction error (1) set representation (1) semantic similarity (1) disentangled representation (1) neural collapse (1) tabular representation learning (1) distribution alignment (1) word embedding (1) permutation invariance (1) few-shot classification (1) layer-wise optimization (1) plug-and-play method (1)

Papers

DRL: Decomposed Representation Learning for Tabular Anomaly Detection ICLR 2025 FedLWS: Federated Learning with Adaptive Layer-wise Weight Shrinking ICLR 2025 Distribution Alignment Optimization through Neural Collapse for Long-tailed Classification ICML 2024 PTaRL: Prototype-based Tabular Representation Learning via Space Calibration ICLR 2024 Learning Prototype-oriented Set Representations for Meta-Learning ICLR 2022 Representing Mixtures of Word Embeddings with Mixtures of Topic Embeddings ICLR 2022