William Cheung

2 papers · 2021–2024 · 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 🌉 Interdisciplinary Bridge · Bronze 🗺️ Taxonomy Completionist (11)

Venues

ACL (1) NeurIPS (1)

Top co-authors

Haoang Chi (1) Zijian Lei (1) Wenjing Yang (1) Feng Liu (1) Bo Han (1) James T. Kwok (1) Dong Qian (1) Long Lan (1) Tongliang Liu (1)

Research topics

Artificial Intelligence (2) Deep Learning (2) Machine Learning (2) Learning Paradigms (2) Learning Types (2) Natural Language Processing (1) Application Areas (1) Core AI (1) Optimization & Theory · Machine Learning (1) Optimization & Theory · Deep Learning (1) Resources & Methods (1)

Keywords

few-shot learning (2) domain adaptation (1) privacy preservation (1) source domain (1) target domain (1) randomized hadamard transform (1) parameter-efficient fine-tuning (1) low-rank adaptation (1) pac-bayes regularizer (1) hypothesis adaptation (1) pac-bayes regularization (1) representation learning (1) randomized walsh-hadamard transform (1)

Papers

Fast Randomized Low-Rank Adaptation of Pre-trained Language Models with PAC Regularization ACL 2024 TOHAN: A One-step Approach towards Few-shot Hypothesis Adaptation NeurIPS 2021