Alexander Liu
6 papers · 2018–2026 · 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
🏃
Academic Marathon · Sprint
🌉
Interdisciplinary Bridge · Bronze
🗺️
Taxonomy Completionist
(19)
🐣
Hot Topic Early Bird
Venues
Top co-authors
Research topics
Artificial Intelligence
(5)
Deep Learning
(4)
Machine Learning
(4)
Core AI
(4)
Application Areas
(2)
Learning Types · Machine Learning
(2)
Learning Types · Deep Learning
(2)
Computer Vision
(1)
Speech & Audio
(1)
Analysis
(1)
Architectures
(1)
Core Methods
(1)
Generation
(1)
Learning Paradigms
(1)
Optimization & Theory
(1)
Keywords
model compression
(2)
structured matrix
(1)
contrastive learning
(1)
zero-shot learning
(1)
benchmark evaluation
(1)
transfer learning
(1)
video captioning
(1)
self-supervised learning
(1)
speech processing
(1)
named entity recognition
(1)
multimodal learning
(1)
image captioning
(1)
video understanding
(1)
video retrieval
(1)
cross-modal retrieval
(1)
vector quantization
(1)
matrix approximation
(1)
sparse training
(1)
audio-visual representation
(1)
discrete representation
(1)
Papers
Improving the Distributional Alignment of LLMs using Supervision
ACL 2026
Codec-SUPERB: An In-Depth Analysis of Sound Codec Models
ACL 2024
Cross-Modal Discrete Representation Learning
ACL 2022
Monarch: Expressive Structured Matrices for Efficient and Accurate Training
ICML 2022
Spoken Moments: Learning Joint Audio-Visual Representations From Video Descriptions
CVPR 2021
Transfer Learning for Entity Recognition of Novel Classes
COLING 2018