Bencheng Liao
9 papers · 2021–2025 · 7 conferences · across top CS/AI conferences
Achievements
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πΊοΈ Taxonomy Completionist (18) π Conference Polyglot (7) π Interdisciplinary Bridge π Cross-Pollinator (15) π§ Keyword Pioneer
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Hot Topic Early Bird
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Grand Slam
Conferences
CVPR (2)
ICCV (2)
AAAI (1)
ECCV (1)
ICLR (1)
ICML (1)
NIPS (1)
Top co-authors
Keywords
vision transformer
(3)
gated linear attention
(2)
transformer architecture
(2)
autonomous driving
(2)
attention mechanism
(2)
diffusion model
(2)
computer vision
(1)
scene understanding
(1)
object detection
(1)
knowledge distillation
(1)
model distillation
(1)
multi-modal learning
(1)
efficient computing
(1)
computational efficiency
(1)
sequence learning
(1)
linear complexity
(1)
vision language model
(1)
end-to-end learning
(1)
vision-language model
(1)
model scaling
(1)
Papers
ViG: Linear-complexity Visual Sequence Learning with Gated Linear Attention
AAAI 2025
MaTVLM: Hybrid Mamba-Transformer for Efficient Vision-Language Modeling
ICCV 2025
DiffusionDrive: Truncated Diffusion Model for End-to-End Autonomous Driving
CVPR 2025
DiG: Scalable and Efficient Diffusion Models with Gated Linear Attention
CVPR 2025
Vision Mamba: Efficient Visual Representation Learning with Bidirectional State Space Model
ICML 2024
Lane Graph as Path: Continuity-preserving Path-wise Modeling for Online Lane Graph Construction
ECCV 2024
VAD: Vectorized Scene Representation for Efficient Autonomous Driving
ICCV 2023
MapTR: Structured Modeling and Learning for Online Vectorized HD Map Construction
ICLR 2023
You Only Look at One Sequence: Rethinking Transformer in Vision through Object Detection
NIPS 2021