Cheng Han
15 papers · 2023–2026 · 9 venues · across top CS/AI venues
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Achievements
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π Conference Polyglot Β· Silver π Interdisciplinary Bridge Β· Silver πΊοΈ Taxonomy Completionist (38) π€ Dynamic Duo (14) π Triple Crown
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Keyword Collector
(65)
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The Questioner
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Prolific Year Β· Productive
π
Renaissance Researcher
(5)
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Century Club Β· Bronze
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Research topics
Keywords
transfer learning
(5)
visual prompt tuning
(3)
prompt tuning
(3)
parameter-efficient fine-tuning
(3)
zero-shot learning
(2)
prototypical transformer
(2)
vision-language model
(2)
optical flow
(2)
semantic segmentation
(2)
robotic manipulation
(1)
multimodal learning
(1)
video captioning
(1)
depth estimation
(1)
feature embedding
(1)
few-shot learning
(1)
style transfer
(1)
parameter efficient
(1)
computer vision
(1)
vision transformer
(1)
instruction tuning
(1)
Papers
On-the-Fly VLA Adaptation via Test-Time Reinforcement Learning
ACL 2026
Exploring the Adversarial Vulnerabilities of Vision-Language-Action Models in Robotics
ICCV 2025
MEPT: Mixture of Expert Prompt Tuning as a Manifold Mapper
EMNLP 2025
Re-Imagining Multimodal Instruction Tuning: A Representation View
ICLR 2025
AMD: Automatic Multi-step Distillation of Large-scale Vision Models
ECCV 2024
Facing the Elephant in the Room: Visual Prompt Tuning or Full finetuning?
ICLR 2024
Image Translation as Diffusion Visual Programmers
ICLR 2024
M2PT: Multimodal Prompt Tuning for Zero-shot Instruction Learning
EMNLP 2024
ProMotion: Prototypes As Motion Learners
CVPR 2024
Prototypical Transformer As Unified Motion Learners
ICML 2024
Visual Fourier Prompt Tuning
NeurIPS 2024
E^2VPT: An Effective and Efficient Approach for Visual Prompt Tuning
ICCV 2023
Prompt Learns Prompt: Exploring Knowledge-Aware Generative Prompt Collaboration For Video Captioning
IJCAI 2023
Unified 3D Segmenter As Prototypical Classifiers
NeurIPS 2023
Visual Recognition with Deep Nearest Centroids
ICLR 2023