Peiyan Dong
9 papers · 2022–2025 · 6 conferences · across top CS/AI conferences
Achievements
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π Conference Polyglot (6) π Interdisciplinary Bridge πΊοΈ Taxonomy Completionist (18) π§ Keyword Pioneer π Cross-Pollinator (15)
β‘
Prolific Year
(5)
Conferences
AAAI (2)
ECCV (2)
NIPS (2)
ICML (1)
IJCAI (1)
WACV (1)
Top co-authors
Keywords
vision transformer
(4)
model compression
(3)
autonomous driving
(2)
sparse training
(2)
bird's eye view
(2)
object detection
(2)
multi-view perception
(1)
weight quantization
(1)
training acceleration
(1)
edge inference
(1)
quantization-aware training
(1)
patch selection
(1)
temporal fusion
(1)
activation quantization
(1)
bird's-eye view
(1)
token sparsity
(1)
multi-sensor fusion
(1)
neural network
(1)
mobile acceleration
(1)
data redundancy
(1)
Papers
Q-TempFusion: Quantization-Aware Temporal Multi-Sensor Fusion on Bird's-Eye View Representation
WACV 2025
Agile-Quant: Activation-Guided Quantization for Faster Inference of LLMs on the Edge
AAAI 2024
Peeling the Onion: Hierarchical Reduction of Data Redundancy for Efficient Vision Transformer Training
AAAI 2023
HotBEV: Hardware-oriented Transformer-based Multi-View 3D Detector for BEV Perception
NIPS 2023
PackQViT: Faster Sub-8-bit Vision Transformers via Full and Packed Quantization on the Mobile
NIPS 2023
SpeedDETR: Speed-aware Transformers for End-to-end Object Detection
ICML 2023
Data Level Lottery Ticket Hypothesis for Vision Transformers
IJCAI 2023
You Already Have It: A Generator-Free Low-Precision DNN Training Framework Using Stochastic Rounding
ECCV 2022
SPViT: Enabling Faster Vision Transformers via Latency-Aware Soft Token Pruning
ECCV 2022