Huan Gui

4 papers · 2014–2024 · 3 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 · Half 🌉 Interdisciplinary Bridge · Bronze 🗺️ Taxonomy Completionist (13) 🐣 Hot Topic Early Bird

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Venues

ICML (2) EMNLP (1) NeurIPS (1)

Top co-authors

Jiawei Han (3) Quanquan Gu (2) Yuji Roh (1) Shuchao Bi (1) Zhe Zhao (1) Qi Zhu (1) Ed H. Chi (1) Steven Euijong Whang (1) Xiang Ren (1) Heng Ji (1)

Research topics

Machine Learning (4) Mathematics & Optimization (2) Optimization (2) Optimization & Theory (2) Artificial Intelligence (1) Deep Learning (1) Natural Language Processing (1) Application Areas (1) Applications (1) Core AI (1) Core Methods (1) Learning Types (1) Mathematics (1) Techniques (1)

Keywords

representation learning (1) relation extraction (1) knowledge base (1) tensor decomposition (1) matrix completion (1) robust estimation (1) low-rank tensor (1) generalization (1) statistical rate (1) low-rank matrix estimation (1) noisy label (1) estimation error bound (1) fine tuning (1) oracle property (1) frobenius norm (1) out of distribution (1) sparse corruption (1) nonconvex penalty (1) embedding technique (1) heterogeneous supervision (1)

Papers

LEVI: Generalizable Fine-tuning via Layer-wise Ensemble of Different Views ICML 2024 Heterogeneous Supervision for Relation Extraction: A Representation Learning Approach EMNLP 2017 Towards Faster Rates and Oracle Property for Low-Rank Matrix Estimation ICML 2016 Robust Tensor Decomposition with Gross Corruption NeurIPS 2014