Sheng Cheng

Researcher, Amazon

Joined

February 2020

Names

Sheng Cheng (Preferred)

Emails

****@asu.edu (Confirmed)

,

****@amazon.com (Confirmed)

Personal Links

Semantic Scholar

Career & Education History

Researcher

Amazon (amazon.com)

2025 – Present

PhD student

Arizona State University (asu.edu)

2019 – 2025

Advisors, Relations & Conflicts

PhD Advisor

Yezhou Yang

2019 – 2025

PhD Advisor

Yi Ren

2019 – 2023

Expertise

Multimodal learning & Vision

,

language

Present

Image and video synthesis and generation

Present

Publications

Precision or Recall? An Analysis of Image Captions for Training Text-to-Image Generation Model
Sheng Cheng, Maitreya Patel, Yezhou Yang
- OpenReview Archive Direct Upload
- Readers: Everyone
Latent Space Energy-based Neural ODEs
Sheng Cheng, Deqian Kong, Jianwen Xie, Kookjin Lee, Ying Nian Wu, Yezhou Yang
- Accepted by TMLR
- Readers: Everyone
TripletCLIP: Improving Compositional Reasoning of CLIP via Synthetic Vision-Language Negatives
Maitreya Patel, Naga Sai Abhiram kusumba, Sheng Cheng, Changhoon Kim, Tejas Gokhale, Chitta Baral, Yezhou Yang
- NeurIPS 2024 poster
- Readers: Everyone
Self-supervised Learning to Discover Physical Objects and Predict Their Interactions from Raw Videos
Sheng Cheng, Yezhou Yang, Yang Jiao, Yi Ren
- NeurIPS2023-AI4Science Poster
- Readers: Everyone
SSR-GNNs: Stroke-based Sketch Representation with Graph Neural Networks
Sheng Cheng, Yi Ren, Yezhou Yang
- 24 May 2023
- OpenReview Archive Direct Upload
- Readers: Everyone
WOUAF: Weight Modulation for User Attribution and Fingerprinting in Text-to-Image Diffusion Models
Changhoon Kim, Kyle Min, Maitreya Patel, Sheng Cheng, Yezhou Yang
- Published: 01 Jan 2023, Last Modified: 22 Jul 2023
- CoRR 2023
- Readers: Everyone
Adversarial Bayesian Augmentation for Single-Source Domain Generalization
Sheng Cheng, Tejas Gokhale, Yezhou Yang
- Published: 01 Jan 2023, Last Modified: 03 Oct 2023
- CoRR 2023
- Readers: Everyone
SSR-GNNs: Stroke-based Sketch Representation with Graph Neural Networks
Sheng Cheng, Yi Ren, Yezhou Yang
- Published: 01 Jan 2022, Last Modified: 07 Nov 2023
- CVPR Workshops 2022
- Readers: Everyone
SSR-GNNs: Stroke-based Sketch Representation with Graph Neural Networks
Sheng Cheng, Yi Ren, Yezhou Yang
- 29 Sept 2021 (modified: 13 Feb 2023)
- ICLR 2022 Conference Withdrawn Submission
- Readers: Everyone

Co-Authors