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Cheng, Shuo
15 publications
TMLR
2026
Continual Robot Learning via Language-Guided Skill Acquisition
Shuo Cheng
,
Zhaoyi Li
,
Kelin Yu
,
Danfei Xu
NeurIPS
2025
Generalizable Domain Adaptation for Sim-and-Real Policy Co-Training
Shuo Cheng
,
Liqian Ma
,
Zhenyang Chen
,
Ajay Mandlekar
,
Caelan Reed Garrett
,
Danfei Xu
WACV
2024
DR2: Disentangled Recurrent Representation Learning for Data-Efficient Speech Video Synthesis
Chenxu Zhang
,
Chao Wang
,
Yifan Zhao
,
Shuo Cheng
,
Linjie Luo
,
Xiaohu Guo
ICLRW
2024
League++: Empowering Continual Robot Learning Through Guided Skill Acquisition with Large Language Models
Zhaoyi Li
,
Kelin Yu
,
Shuo Cheng
,
Danfei Xu
CoRL
2024
NOD-TAMP: Generalizable Long-Horizon Planning with Neural Object Descriptors
Shuo Cheng
,
Caelan Reed Garrett
,
Ajay Mandlekar
,
Danfei Xu
CoRL
2023
Learning to Discern: Imitating Heterogeneous Human Demonstrations with Preference and Representation Learning
Sachit Kuhar
,
Shuo Cheng
,
Shivang Chopra
,
Matthew Bronars
,
Danfei Xu
CoRL
2023
Neural Field Dynamics Model for Granular Object Piles Manipulation
Shangjie Xue
,
Shuo Cheng
,
Pujith Kachana
,
Danfei Xu
NeurIPSW
2022
Guided Skill Learning and Abstraction for Long-Horizon Manipulation
Shuo Cheng
,
Danfei Xu
NeurIPSW
2022
Off-Policy Reinforcement Learning with Optimistic Exploration and Distribution Correction
Jiachen Li
,
Shuo Cheng
,
Zhenyu Liao
,
Huayan Wang
,
William Yang Wang
,
Qinxun Bai
CoRL
2021
Learning to Regrasp by Learning to Place
Shuo Cheng
,
Kaichun Mo
,
Lin Shao
CVPR
2020
Deep Stereo Using Adaptive Thin Volume Representation with Uncertainty Awareness
Shuo Cheng
,
Zexiang Xu
,
Shilin Zhu
,
Zhuwen Li
,
Li Erran Li
,
Ravi Ramamoorthi
,
Hao Su
CVPR
2020
Normal Assisted Stereo Depth Estimation
Uday Kusupati
,
Shuo Cheng
,
Rui Chen
,
Hao Su
CVPR
2018
Fine-Grained Video Captioning for Sports Narrative
Huanyu Yu
,
Shuo Cheng
,
Bingbing Ni
,
Minsi Wang
,
Jian Zhang
,
Xiaokang Yang
CVPR
2018
Pose Transferrable Person Re-Identification
Jinxian Liu
,
Bingbing Ni
,
Yichao Yan
,
Peng Zhou
,
Shuo Cheng
,
Jianguo Hu
CVPR
2018
Structure Preserving Video Prediction
Jingwei Xu
,
Bingbing Ni
,
Zefan Li
,
Shuo Cheng
,
Xiaokang Yang