Ruisi Cai
13 papers · 2022–2025 · 5 conferences · across top CS/AI conferences
Achievements
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🐝 Cross-Pollinator (7) 🌍 Conference Polyglot (5) 🌉 Interdisciplinary Bridge 🧭 Keyword Pioneer 🌈 Renaissance Researcher (6)
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Renaissance Researcher
(6)
🌍
Conference Polyglot
(5)
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Dynamic Duo
(12)
💎
Century Club
(13)
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Prolific Year
(5)
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The Questioner
Conferences
ICML (4)
NIPS (4)
CVPR (2)
ICLR (2)
ICCV (1)
Top co-authors
Keywords
model compression
(3)
mixture of expert
(3)
large language model
(3)
3d gaussian splatting
(2)
novel view synthesis
(2)
neural network
(2)
transfer learning
(1)
domain generalization
(1)
model quantization
(1)
model merging
(1)
neural rendering
(1)
scene representation
(1)
parameter efficient
(1)
distribution shift
(1)
adversarial training
(1)
neural network security
(1)
scene reconstruction
(1)
convolutional neural network
(1)
backdoor attack
(1)
model robustness
(1)
Papers
LLaMaFlex: Many-in-one LLMs via Generalized Pruning and Weight Sharing
ICLR 2025
FlexGS: Train Once, Deploy Everywhere with Many-in-One Flexible 3D Gaussian Splatting
CVPR 2025
Steepest Descent Density Control for Compact 3D Gaussian Splatting
CVPR 2025
Rethinking Addressing in Language Models via Contextualized Equivariant Positional Encoding
ICML 2025
Understanding and Mitigating Bottlenecks of State Space Models through the Lens of Recency and Over-smoothing
ICLR 2025
Flextron: Many-in-One Flexible Large Language Model
ICML 2024
LoCoCo: Dropping In Convolutions for Long Context Compression
ICML 2024
$\textit{Read-ME}$: Refactorizing LLMs as Router-Decoupled Mixture of Experts with System Co-Design
NIPS 2024
$\texttt{Model-GLUE}$: Democratized LLM Scaling for A Large Model Zoo in the Wild
NIPS 2024
Robust Mixture-of-Expert Training for Convolutional Neural Networks
ICCV 2023
H2O: Heavy-Hitter Oracle for Efficient Generative Inference of Large Language Models
NIPS 2023
Robust Weight Signatures: Gaining Robustness as Easy as Patching Weights?
ICML 2023
Randomized Channel Shuffling: Minimal-Overhead Backdoor Attack Detection without Clean Datasets
NIPS 2022