Xu-Hui Liu
8 papers · 2021–2025 · 3 venues · across top CS/AI venues
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Achievements
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Conference Polyglot ยท Bronze
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Interdisciplinary Bridge ยท Silver
๐บ๏ธ
Taxonomy Completionist
(25)
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Hot Topic Early Bird
Venues
Top co-authors
Research topics
Keywords
energy function
(2)
face animation
(1)
skill discovery
(1)
3d vision
(1)
talking head generation
(1)
regret minimization
(1)
sample complexity
(1)
gaussian kernel
(1)
optimization landscape
(1)
off-policy reinforcement learning
(1)
temporal abstraction
(1)
teaching dimension
(1)
machine teaching
(1)
image generation
(1)
support vector machine
(1)
diffusion model
(1)
gradient compression
(1)
low-rank adaptation
(1)
vision-language model
(1)
offline reinforcement learning
(1)
Papers
On the Optimization Landscape of Low Rank Adaptation Methods for Large Language Models
ICLR 2025
Semantic Temporal Abstraction via Vision-Language Model Guidance for Efficient Reinforcement Learning
ICLR 2025
Deep Demonstration Tracing: Learning Generalizable Imitator Policy for Runtime Imitation from a Single Demonstration
ICML 2024
Energy-Guided Diffusion Sampling for Offline-to-Online Reinforcement Learning
ICML 2024
Offline Transition Modeling via Contrastive Energy Learning
ICML 2024
FNeVR: Neural Volume Rendering for Face Animation
NeurIPS 2022
The Teaching Dimension of Regularized Kernel Learners
ICML 2022
Regret Minimization Experience Replay in Off-Policy Reinforcement Learning
NeurIPS 2021