Zimu Zhou
8 papers · 2015–2026 · 6 venues · across top CS/AI venues
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Achievements
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🌉 Interdisciplinary Bridge · Silver 🏃 Academic Marathon · Half 🗺️ Taxonomy Completionist (23) 🐣 Hot Topic Early Bird 🌍 Conference Polyglot · Silver
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Topic Evolution
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Conference Pioneer
Top co-authors
Research topics
Artificial Intelligence
(4)
Deep Learning
(4)
Machine Learning
(4)
Core AI
(4)
Application Areas
(3)
Data Science & Analytics
(2)
Applications · Data Science & Analytics
(2)
Learning Types · Machine Learning
(2)
Optimization & Theory
(2)
Techniques
(2)
Mathematics & Optimization
(1)
Natural Language Processing
(1)
Applications · Natural Language Processing
(1)
Learning Types · Deep Learning
(1)
Models
(1)
Keywords
multi-task learning
(2)
model compression
(2)
neural network
(2)
text representation
(1)
trajectory prediction
(1)
conditional generation
(1)
neural network merging
(1)
parameter sharing
(1)
linear programming
(1)
task assignment
(1)
online algorithm
(1)
diffusion model
(1)
revenue optimization
(1)
memory efficiency
(1)
loss function
(1)
parameter-efficient fine-tuning
(1)
low-rank adaptation
(1)
pre-trained language model
(1)
bit-width reduction
(1)
linear program
(1)
Papers
TaskIT: Memory-Efficient Fine-Tuning of Multi-LoRA LLMs via Cross-Task Importance Transfer
CVPR 2026
GRAPH-CONSTRAINED DIFFUSION FOR END-TO-END PATH PLANNING
ICLR 2024
Injecting Descriptive Meta-Information into Pre-Trained Language Models with Hypernetworks
Interspeech 2021
RevMan: Revenue-aware Multi-task Online Insurance Recommendation
AAAI 2021
Adaptive Loss-Aware Quantization for Multi-Bit Networks
CVPR 2020
Preference-Aware Task Assignment in On-Demand Taxi Dispatching: An Online Stable Matching Approach
AAAI 2019
Multi-Task Zipping via Layer-wise Neuron Sharing
NeurIPS 2018
Relative Localization of RFID Tags using Spatial-Temporal Phase Profiling
NSDI 2015