Jinqi Xiao
7 papers · 2023–2025 · 6 conferences · across top CS/AI conferences
Achievements
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π Conference Polyglot (6) π Renaissance Researcher (5) π Interdisciplinary Bridge πΊοΈ Taxonomy Completionist (15) π§ Keyword Pioneer
π
Cross-Pollinator
(15)
Conferences
CVPR (2)
AAAI (1)
ECCV (1)
EMNLP (1)
ICML (1)
NIPS (1)
Top co-authors
Keywords
model compression
(4)
motion planning
(1)
image classification
(1)
vision transformer
(1)
attention mechanism
(1)
efficient computing
(1)
low-rank decomposition
(1)
computational efficiency
(1)
low-rank approximation
(1)
model pruning
(1)
diffusion model
(1)
memory efficiency
(1)
vision language model
(1)
mixture of expert
(1)
inference optimization
(1)
token pruning
(1)
inference efficiency
(1)
parameter efficiency
(1)
kv cache
(1)
flash attention
(1)
Papers
TopV: Compatible Token Pruning with Inference Time Optimization for Fast and Low-Memory Multimodal Vision Language Model
CVPR 2025
COAP: Memory-Efficient Training with Correlation-Aware Gradient Projection
CVPR 2025
Clean & Compact: Efficient Data-Free Backdoor Defense with Model Compactness
ECCV 2024
MoE-I2: Compressing Mixture of Experts Models through Inter-Expert Pruning and Intra-Expert Low-Rank Decomposition
EMNLP 2024
COMCAT: Towards Efficient Compression and Customization of Attention-Based Vision Models
ICML 2023
GraphMP: Graph Neural Network-based Motion Planning with Efficient Graph Search
NIPS 2023
HALOC: Hardware-Aware Automatic Low-Rank Compression for Compact Neural Networks
AAAI 2023