Wang, Jianan

29 publications

ICLR 2026 Context and Diversity Matter: The Emergence of In-Context Learning in World Models Fan Wang, Zhiyuan Chen, Yuxuan Zhong, Sunjian Zheng, Pengtao Shao, Bo Yu, Shaoshan Liu, Jianan Wang, Ning Ding, Yang Cao, Yu Kang

ICLR 2026 Training-Free Text-Guided Color Editing with Multi-Modal Diffusion Transformer Zixin Yin, Xili Dai, Ling-Hao Chen, Deyu Zhou, Jianan Wang, Duomin Wang, Gang Yu, Lionel Ni, Lei Zhang, Heung-Yeung Shum

AAAI 2025 CoCoCo: Improving Text-Guided Video Inpainting for Better Consistency, Controllability and Compatibility Bojia Zi, Shihao Zhao, Xianbiao Qi, Jianan Wang, Yukai Shi, Qianyu Chen, Bin Liang, Rong Xiao, Kam-Fai Wong, Lei Zhang

IJCAI 2025 Code-BT: A Code-Driven Approach to Behavior Tree Generation for Robot Tasks Planning with Large Language Models Siyang Zhang, Bin Li, Jingtao Qi, Xueying Wang, Fu Li, Jianan Wang, En Zhu, Jinjing Sun

CoRL 2025 ControlVLA: Few-Shot Object-Centric Adaptation for Pre-Trained Vision-Language-Action Models Puhao Li, Yingying Wu, Ziheng Xi, Wanlin Li, Yuzhe Huang, Zhiyuan Zhang, Yinghan Chen, Jianan Wang, Song-Chun Zhu, Tengyu Liu, Siyuan Huang

ICCV 2025 DreamCube: RGB-D Panorama Generation via Multi-Plane Synchronization Yukun Huang, Yanning Zhou, Jianan Wang, Kaiyi Huang, Xihui Liu

CVPR 2025 GaPT-DAR: Category-Level Garments Pose Tracking via Integrated 2D Deformation and 3D Reconstruction Li Zhang, Mingliang Xu, Jianan Wang, Qiaojun Yu, Lixin Yang, Yonglu Li, Cewu Lu, Rujing Wang, Liu Liu

AAAI 2025 HeGTa: Leveraging Heterogeneous Graph-Enhanced Large Language Models for Few-Shot Complex Table Understanding Rihui Jin, Yu Li, Guilin Qi, Nan Hu, Yuan-Fang Li, Jiaoyan Chen, Jianan Wang, Yongrui Chen, Dehai Min, Sheng Bi

NeurIPS 2025 MiniMax-Remover: Taming Bad Noise Helps Video Object Removal Bojia Zi, Weixuan Peng, Xianbiao Qi, Jianan Wang, Shihao Zhao, Rong Xiao, Kam-Fai Wong

AAAI 2025 R2-Art: Category-Level Articulation Pose Estimation from Single RGB Image via Cascade Render Strategy Li Zhang, Haonan Jiang, Yukang Huo, Yan Zhong, Jianan Wang, Xue Wang, Rujing Wang, Liu Liu

ICLR 2025 Unposed Sparse Views Room Layout Reconstruction in the Age of Pretrain Model Yaxuan Huang, Xili Dai, Jianan Wang, Xianbiao Qi, Yixing Yuan, Xiangyu Yue

CVPR 2024 DiffSHEG: A Diffusion-Based Approach for Real-Time Speech-Driven Holistic 3D Expression and Gesture Generation Junming Chen, Yunfei Liu, Jianan Wang, Ailing Zeng, Yu Li, Qifeng Chen

ICLR 2024 DreamTime: An Improved Optimization Strategy for Diffusion-Guided 3D Generation Yukun Huang, Jianan Wang, Yukai Shi, Boshi Tang, Xianbiao Qi, Lei Zhang

AAAI 2024 MRMLREC: A Two-Stage Approach for Addressing Data Sparsity in MOOC Video Recommendation (Student Abstract) Ye Zhang, Yanqi Gao, Yupeng Zhou, Jianan Wang, Minghao Yin

ICLR 2024 Progressive3D: Progressively Local Editing for Text-to-3D Content Creation with Complex Semantic Prompts Xinhua Cheng, Tianyu Yang, Jianan Wang, Yu Li, Lei Zhang, Jian Zhang, Li Yuan

NeurIPS 2024 Rethinking 3D Convolution in $\ell_p$-Norm Space Li Zhang, Yan Zhong, Jianan Wang, Zhe Min, Rujing Wang, Liu Liu

ICLR 2024 TOSS: High-Quality Text-Guided Novel View Synthesis from a Single Image Yukai Shi, Jianan Wang, He Cao, Boshi Tang, Xianbiao Qi, Tianyu Yang, Yukun Huang, Shilong Liu, Lei Zhang, Heung-Yeung Shum

CVPR 2023 DisCo-CLIP: A Distributed Contrastive Loss for Memory Efficient CLIP Training Yihao Chen, Xianbiao Qi, Jianan Wang, Lei Zhang

NeurIPS 2023 DreamWaltz: Make a Scene with Complex 3D Animatable Avatars Yukun Huang, Jianan Wang, Ailing Zeng, He Cao, Xianbiao Qi, Yukai Shi, Zheng-Jun Zha, Lei Zhang

CVPR 2023 Human-Art: A Versatile Human-Centric Dataset Bridging Natural and Artificial Scenes Xuan Ju, Ailing Zeng, Jianan Wang, Qiang Xu, Lei Zhang

ICCV 2023 HumanSD: A Native Skeleton-Guided Diffusion Model for Human Image Generation Xuan Ju, Ailing Zeng, Chenchen Zhao, Jianan Wang, Lei Zhang, Qiang Xu

ICLR 2023 LipsFormer: Introducing Lipschitz Continuity to Vision Transformers Xianbiao Qi, Jianan Wang, Yihao Chen, Yukai Shi, Lei Zhang

AAAI 2023 Multi-View MOOC Quality Evaluation via Information-Aware Graph Representation Learning Lu Jiang, Yibin Wang, Jianan Wang, Pengyang Wang, Minghao Yin

CVPR 2022 ManiTrans: Entity-Level Text-Guided Image Manipulation via Token-Wise Semantic Alignment and Generation Jianan Wang, Guansong Lu, Hang Xu, Zhenguo Li, Chunjing Xu, Yanwei Fu

WACV 2021 Data-Efficient Alignment of Multimodal Sequences by Aligning Gradient Updates and Internal Feature Distributions Jianan Wang, Boyang Li, Xiangyu Fan, Jing Lin, Yanwei Fu

AAAI 2021 Gated Linear Networks Joel Veness, Tor Lattimore, David Budden, Avishkar Bhoopchand, Christopher Mattern, Agnieszka Grabska-Barwinska, Eren Sezener, Jianan Wang, Peter Toth, Simon Schmitt, Marcus Hutter

NeurIPS 2020 A Combinatorial Perspective on Transfer Learning Jianan Wang, Eren Sezener, David Budden, Marcus Hutter, Joel Veness

NeurIPS 2020 Online Learning in Contextual Bandits Using Gated Linear Networks Eren Sezener, Marcus Hutter, David Budden, Jianan Wang, Joel Veness

NeurIPS 2019 Learning Object Bounding Boxes for 3D Instance Segmentation on Point Clouds Bo Yang, Jianan Wang, Ronald Clark, Qingyong Hu, Sen Wang, Andrew Markham, Niki Trigoni