Guobing Gan

4 papers · 2022–2023 · 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 🌉 Interdisciplinary Bridge · Bronze 🗺️ Taxonomy Completionist (13)

Venues

ACL (2) EMNLP (1) NeurIPS (1)

Top co-authors

Peng Zhang (4) Sunzhu Li (3) Xiuqing Lv (2) Xin Jiang (2) Benyou Wang (2) Junqiu Wei (2) Yueheng Sun (1) Qun Liu (1) Xiuqing Lu (1) SHUAI ZHANG (1)

Research topics

Deep Learning (4) Machine Learning (4) Natural Language Processing (4) Application Areas (4) Architectures (3) Artificial Intelligence (2) Applications (2) Core AI (2) Optimization & Theory (2) Resources & Methods (2) Core Methods (1) Learning Types (1) Techniques (1)

Keywords

machine translation (2) text classification (2) model compression (2) natural language inference (1) neural machine translation (1) transformer efficiency (1) efficient computing (1) tensor decomposition (1) parameter sharing (1) singular value decomposition (1) weight transfer (1) edge device (1) edge computing (1) parameter efficiency (1) sparse attention (1) tensor train decomposition (1) word embedding (1) low-rank factorization (1) parameter reduction (1) morphological analysis (1)

Papers

LightFormer: Light-weight Transformer Using SVD-based Weight Transfer and Parameter Sharing ACL 2023 ClusterFormer: Neural Clustering Attention for Efficient and Effective Transformer ACL 2022 Hypoformer: Hybrid Decomposition Transformer for Edge-friendly Neural Machine Translation EMNLP 2022 MorphTE: Injecting Morphology in Tensorized Embeddings NeurIPS 2022