Siqi Luo
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
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Taxonomy Completionist
(17)
Venues
Top co-authors
Research topics
Artificial Intelligence
(4)
Deep Learning
(3)
Machine Learning
(3)
Core AI · Artificial Intelligence
(3)
Learning Types · Machine Learning
(3)
Application Areas
(2)
Learning Types · Deep Learning
(2)
Computer Vision
(1)
Natural Language Processing
(1)
Core AI · Computer Vision
(1)
Learning Paradigms
(1)
Models
(1)
Optimization & Theory · Machine Learning
(1)
Optimization & Theory · Deep Learning
(1)
Resources & Methods
(1)
Keywords
model compression
(1)
contrastive learning
(1)
benchmark evaluation
(1)
image generation
(1)
token selection
(1)
trajectory prediction
(1)
model adaptation
(1)
parameter-efficient transfer learning
(1)
fisher information
(1)
visual recognition
(1)
image recognition
(1)
diffusion model
(1)
recurrent neural network
(1)
pre-trained model
(1)
parameter-efficient fine-tuning
(1)
downstream task
(1)
multimodal large language model
(1)
memory optimization
(1)
dense prediction
(1)
inference efficiency
(1)
Papers
dMLLM-TTS: Self-Verified and Efficient Test-Time Scaling for Diffusion Multi-Modal Large Language Models
CVPR 2026
D_2O: Dynamic Discriminative Operations for Efficient Long-Context Inference of Large Language Models
ICLR 2025
Adapting to Observation Length of Trajectory Prediction via Contrastive Learning
CVPR 2025
TR-PTS: Task-Relevant Parameter and Token Selection for Efficient Tuning
ICCV 2025
V-PETL Bench: A Unified Visual Parameter-Efficient Transfer Learning Benchmark
NeurIPS 2024