Ran Cheng
12 papers · 2020–2025 · 7 conferences · across top CS/AI conferences
Achievements
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π Interdisciplinary Bridge π Conference Polyglot (7) π Academic Marathon (5) π Renaissance Researcher (5) πΊοΈ Taxonomy Completionist (23)
π
Academic Marathon
(5)
π
Renaissance Researcher
(5)
π
Interdisciplinary Bridge
π
Century Club
(12)
ποΈ
Keyword Collector
(56)
β‘
Prolific Year
(5)
Conferences
ICCV (4)
CVPR (3)
AACL (1)
CORL (1)
EMNLP (1)
ICML (1)
IJCNLP (1)
Top co-authors
Keywords
semantic segmentation
(2)
contrastive learning
(1)
parameter sharing
(1)
multi-task learning
(1)
few-shot learning
(1)
feature extraction
(1)
object detection
(1)
knowledge distillation
(1)
data augmentation
(1)
autonomous driving
(1)
point cloud
(1)
3d scene understanding
(1)
bird's eye view
(1)
instance segmentation
(1)
feature alignment
(1)
action prediction
(1)
language model
(1)
policy generalization
(1)
multi-modal alignment
(1)
model compression
(1)
Papers
CoA-VLA: Improving Vision-Language-Action Models via Visual-Text Chain-of-Affordance
ICCV 2025
NanoNER: Named Entity Recognition for Nanobiology Using Expertsβ Knowledge and Distant Supervision
IJCNLP 2023
Accelerating Vision-Language Pretraining With Free Language Modeling
CVPR 2023
Mitigating Task Interference in Multi-Task Learning via Explicit Task Routing With Non-Learnable Primitives
CVPR 2023
NanoNER: Named Entity Recognition for Nanobiology Using Expertsβ Knowledge and Distant Supervision
AACL 2023
VLMixer: Unpaired Vision-Language Pre-training via Cross-Modal CutMix
ICML 2022
GP-S3Net: Graph-Based Panoptic Sparse Semantic Segmentation Network
ICCV 2021
(AF)2-S3Net: Attentive Feature Fusion With Adaptive Feature Selection for Sparse Semantic Segmentation Network
CVPR 2021
Revisiting Self-training for Few-shot Learning of Language Model
EMNLP 2021
FaPN: Feature-Aligned Pyramid Network for Dense Image Prediction
ICCV 2021
End-to-End Dense Video Captioning With Parallel Decoding
ICCV 2021
S3CNet: A Sparse Semantic Scene Completion Network for LiDAR Point Clouds
CORL 2020