Cheng, Sheng

13 publications

CVPR 2025 BEVDiffuser: Plug-and-Play Diffusion Model for BEV Denoising with Ground-Truth Guidance Xin Ye, Burhaneddin Yaman, Sheng Cheng, Feng Tao, Abhirup Mallik, Liu Ren

ICLR 2025 Bridging Context Gaps: Leveraging Coreference Resolution for Long Contextual Understanding Yanming Liu, Xinyue Peng, Jiannan Cao, Shi Bo, Yanxin Shen, Tianyu Du, Sheng Cheng, Xun Wang, Jianwei Yin, Xuhong Zhang

AAAI 2025 DP-MemArc: Differential Privacy Transfer Learning for Memory Efficient Language Models Yanming Liu, Xinyue Peng, Yuwei Zhang, Xiaolan Ke, Songhang Deng, Jiannan Cao, Chen Ma, Mengchen Fu, Xuhong Zhang, Sheng Cheng, Xun Wang, Jianwei Yin, Tianyu Du

TMLR 2025 Latent Space Energy-Based Neural ODEs Sheng Cheng, Deqian Kong, Jianwen Xie, Kookjin Lee, Ying Nian Wu, Yezhou Yang

ICLR 2025 Tool-Planner: Task Planning with Clusters Across Multiple Tools Yanming Liu, Xinyue Peng, Jiannan Cao, Shi Bo, Yuwei Zhang, Xuhong Zhang, Sheng Cheng, Xun Wang, Jianwei Yin, Tianyu Du

CVPR 2024 ECLIPSE: A Resource-Efficient Text-to-Image Prior for Image Generations Maitreya Patel, Changhoon Kim, Sheng Cheng, Chitta Baral, Yezhou Yang

L4DC 2024 Proto-MPC: An Encoder-Prototype-Decoder Approach for Quadrotor Control in Challenging Winds Yuliang Gu, Sheng Cheng, Naira Hovakimyan

NeurIPS 2024 TripletCLIP: Improving Compositional Reasoning of CLIP via Synthetic Vision-Language Negatives Maitreya Patel, Abhiram Kusumba, Sheng Cheng, Changhoon Kim, Tejas Gokhale, Chitta Baral, Yezhou Yang

CVPR 2024 WOUAF: Weight Modulation for User Attribution and Fingerprinting in Text-to-Image Diffusion Models Changhoon Kim, Kyle Min, Maitreya Patel, Sheng Cheng, Yezhou Yang

ICCV 2023 Adversarial Bayesian Augmentation for Single-Source Domain Generalization Sheng Cheng, Tejas Gokhale, Yezhou Yang

L4DC 2023 DiffTune$^+$: Hyperparameter-Free Auto-Tuning Using Auto-Differentiation Sheng Cheng, Lin Song, Minkyung Kim, Shenlong Wang, Naira Hovakimyan

NeurIPSW 2023 Self-Supervised Learning to Discover Physical Objects and Predict Their Interactions from Raw Videos Sheng Cheng, Yezhou Yang, Yang Jiao, Yi Ren

CVPRW 2022 SSR-GNNs: Stroke-Based Sketch Representation with Graph Neural Networks Sheng Cheng, Yi Ren, Yezhou Yang