Yifei Guo
5 papers · 2024–2026 · 4 venues · across top CS/AI venues
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Achievements
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🌍
Conference Polyglot · Bronze
🌉
Interdisciplinary Bridge · Bronze
🗺️
Taxonomy Completionist
(18)
Venues
Top co-authors
Research topics
Deep Learning
(4)
Machine Learning
(4)
Application Areas
(4)
Artificial Intelligence
(3)
Learning Types · Machine Learning
(3)
Learning Types · Deep Learning
(3)
Optimization & Theory
(3)
Learning Paradigms · Artificial Intelligence
(2)
Natural Language Processing
(1)
Robotics
(1)
Capabilities
(1)
Core AI
(1)
Learning Paradigms · Machine Learning
(1)
Resources & Methods
(1)
Keywords
model merging
(4)
transfer learning
(3)
knowledge fusion
(2)
model compression
(2)
knowledge transfer
(1)
multimodal learning
(1)
neural network optimization
(1)
parameter sharing
(1)
model pruning
(1)
parameter optimization
(1)
diffusion model
(1)
language model
(1)
parameter-efficient fine-tuning
(1)
evolutionary algorithm
(1)
multi-task model
(1)
parameter competition
(1)
weight merging
(1)
task vector
(1)
task interference
(1)
parameter search
(1)
Papers
FloVerse: Floor Plan-Guided Multi-Modal Navigation
CVPR 2026
Neural Parameter Search for Slimmer Fine-Tuned Models and Better Transfer
ACL 2025
To See a World in a Spark of Neuron: Disentangling Multi-Task Interference for Training-Free Model Merging
EMNLP 2025
Knowledge Fusion By Evolving Weights of Language Models
ACL 2024
Parameter Competition Balancing for Model Merging
NeurIPS 2024