James Liu
4 papers · 2024–2026 · 4 venues · across top CS/AI venues
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Achievements
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🌍
Conference Polyglot · Bronze
🌉
Interdisciplinary Bridge · Silver
🗺️
Taxonomy Completionist
(14)
Venues
Top co-authors
Research topics
Artificial Intelligence
(4)
Core AI
(4)
Machine Learning
(2)
Application Areas
(2)
Deep Learning
(1)
Natural Language Processing
(1)
Reinforcement Learning
(1)
Robotics
(1)
Applications
(1)
Capabilities
(1)
Methods
(1)
Models
(1)
Optimization & Theory · Machine Learning
(1)
Optimization & Theory · Deep Learning
(1)
Keywords
weight quantization
(2)
large language model
(2)
text annotation
(1)
human-ai collaboration
(1)
parameter-efficient fine-tuning
(1)
multi-tenant serving
(1)
knowledge compression
(1)
activation sparsity
(1)
inference speedup
(1)
inter-rater reliability
(1)
theme identification
(1)
human intervention
(1)
qualitative research
(1)
visual world model
(1)
magnitude-based pruning
(1)
delta weight
(1)
policy performance
(1)
anomaly predictors
(1)
interactive robot fleet
(1)
model compression
(1)
Papers
Development and Benchmarking of a Blended Human-AI Qualitative Research Assistant
ACL 2026
Training-Free Activation Sparsity in Large Language Models
ICLR 2025
BitDelta: Your Fine-Tune May Only Be Worth One Bit
NeurIPS 2024
Multi-Task Interactive Robot Fleet Learning with Visual World Models
CoRL 2024