Albert Tseng
7 papers · 2020–2025 · 5 venues · across top CS/AI venues
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Achievements
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🌍
Conference Polyglot · Silver
🏃
Academic Marathon · Sprint
🌉
Interdisciplinary Bridge · Bronze
🗺️
Taxonomy Completionist
(23)
👑
Triple Crown
Top co-authors
Research topics
Deep Learning
(5)
Machine Learning
(4)
Artificial Intelligence
(3)
Core AI
(3)
Models
(3)
Computer Science
(2)
Application Areas
(2)
Core Methods
(2)
Learning Types
(2)
Optimization & Theory · Machine Learning
(2)
Optimization & Theory · Deep Learning
(2)
Reinforcement Learning
(1)
Applications
(1)
Architectures
(1)
Foundations
(1)
Keywords
large language model
(2)
model quantization
(1)
inference speed
(1)
representation learning
(1)
attention mechanism
(1)
policy learning
(1)
program synthesis
(1)
weak supervision
(1)
behavior analysis
(1)
vector quantization
(1)
knowledge graph
(1)
domain-specific language
(1)
low-precision training
(1)
memory footprint
(1)
post-training quantization
(1)
trellis coded quantization
(1)
hyperbolic embedding
(1)
matrix multiplication
(1)
partial order
(1)
quantization
(1)
Papers
Training LLMs with MXFP4
AISTATS 2025
QTIP: Quantization with Trellises and Incoherence Processing
NeurIPS 2024
QuIP$#$: Even Better LLM Quantization with Hadamard Incoherence and Lattice Codebooks
ICML 2024
Shadow Cones: A Generalized Framework for Partial Order Embeddings
ICLR 2024
Coneheads: Hierarchy Aware Attention
NeurIPS 2023
Automatic Synthesis of Diverse Weak Supervision Sources for Behavior Analysis
CVPR 2022
Learning Calibratable Policies using Programmatic Style-Consistency
ICML 2020