Albert Tseng
7 papers · 2020–2025 · 5 conferences · across top CS/AI conferences
Achievements
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πΊοΈ Taxonomy Completionist (21) π Interdisciplinary Bridge π§ Keyword Pioneer π Conference Polyglot (5) π Academic Marathon (5)
π
Cross-Pollinator
(13)
π
Renaissance Researcher
(5)
π
Triple Crown
Conferences
ICML (2)
NIPS (2)
AISTATS (1)
CVPR (1)
ICLR (1)
Top co-authors
Keywords
model compression
(1)
model quantization
(1)
post-training quantization
(1)
representation learning
(1)
attention mechanism
(1)
policy learning
(1)
program synthesis
(1)
weak supervision
(1)
behavior analysis
(1)
vector quantization
(1)
domain-specific language
(1)
memory footprint
(1)
inference speed
(1)
trellis coded quantization
(1)
hyperbolic embedding
(1)
labeling function
(1)
hyperbolic geometry
(1)
style consistency
(1)
sequential behavior
(1)
policy calibration
(1)
Papers
Training LLMs with MXFP4
AISTATS 2025
QuIP$#$: Even Better LLM Quantization with Hadamard Incoherence and Lattice Codebooks
ICML 2024
QTIP: Quantization with Trellises and Incoherence Processing
NIPS 2024
Shadow Cones: A Generalized Framework for Partial Order Embeddings
ICLR 2024
Coneheads: Hierarchy Aware Attention
NIPS 2023
Automatic Synthesis of Diverse Weak Supervision Sources for Behavior Analysis
CVPR 2022
Learning Calibratable Policies using Programmatic Style-Consistency
ICML 2020