Kaizhao Liang
9 papers · 2020–2024 · 4 conferences · across top CS/AI conferences
Achievements
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π Interdisciplinary Bridge π§ Keyword Pioneer π£ Hot Topic Early Bird π Conference Polyglot (4) πΊοΈ Taxonomy Completionist (22)
π
Cross-Pollinator
(14)
π
Renaissance Researcher
(6)
π₯
Unstoppable
(5)
Conferences
ICLR (3)
CVPR (2)
ICML (2)
NIPS (2)
Top co-authors
Keywords
model compression
(3)
stochastic gradient descent
(1)
adversarial learning
(1)
adversarial robustness
(1)
variational inference
(1)
transfer learning
(1)
domain adaptation
(1)
scene understanding
(1)
knowledge distillation
(1)
question answering
(1)
text generation
(1)
multimodal learning
(1)
autonomous driving
(1)
neural network optimization
(1)
mutual information
(1)
gradient descent
(1)
singular value decomposition
(1)
distributed training
(1)
communication efficiency
(1)
memory efficiency
(1)
Papers
Lion Secretly Solves a Constrained Optimization: As Lyapunov Predicts
ICLR 2024
Memory-Efficient LLM Training with Online Subspace Descent
NIPS 2024
MAPLM: A Real-World Large-Scale Vision-Language Benchmark for Map and Traffic Scene Understanding
CVPR 2024
Communication Efficient Distributed Training with Distributed Lion
NIPS 2024
A Unified Knowledge Distillation Framework for Deep Directed Graphical Models
CVPR 2023
Pixelated Butterfly: Simple and Efficient Sparse training for Neural Network Models
ICLR 2022
Uncovering the Connections Between Adversarial Transferability and Knowledge Transferability
ICML 2021
Adversarial Mutual Information for Text Generation
ICML 2020
Unrestricted Adversarial Examples via Semantic Manipulation
ICLR 2020