Sheng Cheng
12 papers · 2023–2025 · 7 conferences · across top CS/AI conferences
Achievements
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π Cross-Pollinator (15) π Interdisciplinary Bridge πΊοΈ Taxonomy Completionist (27) π§ Keyword Pioneer π Conference Polyglot (7)
π
Renaissance Researcher
(8)
β‘
Prolific Year
(6)
π
Century Club
(12)
β
The Questioner
Conferences
CVPR (3)
EMNLP (2)
ICLR (2)
L4DC (2)
AAAI (1)
ICCV (1)
NIPS (1)
Top co-authors
Research topics
Keywords
diffusion model
(3)
large language model
(2)
text-to-image diffusion
(2)
contrastive learning
(1)
domain generalization
(1)
transfer learning
(1)
model fingerprinting
(1)
data augmentation
(1)
in-context learning
(1)
image captioning
(1)
bird's eye view
(1)
text-to-image generation
(1)
responsible ai
(1)
model predictive control
(1)
3d object detection
(1)
gradient descent
(1)
knowledge distillation
(1)
feature map
(1)
memory efficiency
(1)
adversarial learning
(1)
Papers
DP-MemArc: Differential Privacy Transfer Learning for Memory Efficient Language Models
AAAI 2025
BEVDiffuser: Plug-and-Play Diffusion Model for BEV Denoising with Ground-Truth Guidance
CVPR 2025
Tool-Planner: Task Planning with Clusters across Multiple Tools
ICLR 2025
Bridging Context Gaps: Leveraging Coreference Resolution for Long Contextual Understanding
ICLR 2025
Precision or Recall? An Analysis of Image Captions for Training Text-to-Image Generation Model
EMNLP 2024
Proto-MPC: An encoder-prototype-decoder approach for quadrotor control in challenging winds
L4DC 2024
WOUAF: Weight Modulation for User Attribution and Fingerprinting in Text-to-Image Diffusion Models
CVPR 2024
ECLIPSE: A Resource-Efficient Text-to-Image Prior for Image Generations
CVPR 2024
SecCoder: Towards Generalizable and Robust Secure Code Generation
EMNLP 2024
TripletCLIP: Improving Compositional Reasoning of CLIP via Synthetic Vision-Language Negatives
NIPS 2024
DiffTune$^+$: Hyperparameter-Free Auto-Tuning using Auto-Differentiation
L4DC 2023
Adversarial Bayesian Augmentation for Single-Source Domain Generalization
ICCV 2023