Shenghe Zheng

According to our database, Shenghe Zheng authored at least 25 papers between 2021 and 2026.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2026

Thinking with Novel Views: A Systematic Analysis of Generative-Augmented Spatial Intelligence.

Yanbing Zhang, Bo Wang, Jianhui Liu, Nan Jiang, Jiaxiu Jiang, Haoze Sun, Yijun Yang, Shenghe Zheng, Lin Song, Haoyang Huang, Nan Duan, Wenbo Li

CoRR, May, 2026

TextLDM: Language Modeling with Continuous Latent Diffusion.

Jiaxiu Jiang, Jingjing Ren, Wenbo Li, Bo Wang, Haoze Sun, Yijun Yang, Jianhui Liu, Yanbing Zhang, Shenghe Zheng, Yuan Zhang, Haoyang Huang, Nan Duan, Wangmeng Zuo

CoRR, May, 2026

View-Consistent 3D Scene Editing via Dual-Path Structural Correspondense and Semantic Continuity.

Pufan Li, Bi'an Du, Shenghe Zheng, Junyi Yao, Wei Hu

CoRR, April, 2026

FREE-Switch: Frequency-based Dynamic LoRA Switch for Style Transfer.

Shenghe Zheng, Minyu Zhang, Tianhao Liu, Hongzhi Wang

CoRR, April, 2026

OpenSpatial: A Principled Data Engine for Empowering Spatial Intelligence.

Jianhui Liu, Haoze Sun, Wenbo Li, Yanbing Zhang, Rui Yang, Zhiliang Zhu, Yijun Yang, Shenghe Zheng, Nan Jiang, Jiaxiu Jiang, Haoyang Huang, Tien-Tsin Wong, Nan Duan, Xiaojuan Qi

CoRR, April, 2026

V-Bridge: Bridging Video Generative Priors to Versatile Few-shot Image Restoration.

Shenghe Zheng, Junpeng Jiang, Wenbo Li

CoRR, March, 2026

P1-VL: Bridging Visual Perception and Scientific Reasoning in Physics Olympiads.

Yun Luo, Futing Wang, Qianjia Cheng, Fangchen Yu, Haodi Lei, Jianhao Yan, Chenxi Li, Jiacheng Chen, Yufeng Zhao, Haiyuan Wan, Yuchen Zhang, Shenghe Zheng, Junchi Yao, Qingyang Zhang, Haonan He, Wenxuan Zeng, Li Sheng, Chengxing Xie, Yuxin Zuo, Yizhuo Li, Yulun Wu, Rui Huang, Dongzhan Zhou, Kai Chen, Yu Qiao, Lei Bai, Yu Cheng, Ning Ding, Bowen Zhou, Peng Ye, Ganqu Cui

CoRR, February, 2026

FRISM: Fine-Grained Reasoning Injection via Subspace-Level Model Merging for Vision-Language Models.

Chenyu Huang, Peng Ye, Xudong Tan, Jinhan Mu, Shenghe Zheng, Li Shen, Tao Chen

CoRR, January, 2026

Crame: Hierarchical data management framework for cloud-edge-device collaboration.

Xianglong Liu, Hongzhi Wang, Yingze Li, Minchong Li, Shenghe Zheng, Weihua Sun, Zemin Chao

Inf. Sci., 2026

2025

Dual-Agent Reinforcement Learning for Adaptive and Cost-Aware Visual-Inertial Odometry.

Feiyang Pan, Shenghe Zheng, Chunyan Yin, Guangbin Dou

CoRR, November, 2025

P1: Mastering Physics Olympiads with Reinforcement Learning.

Jiacheng Chen, Qianjia Cheng, Fangchen Yu, Haiyuan Wan, Yuchen Zhang, Shenghe Zheng, Junchi Yao, Qingyang Zhang, Haonan He, Yun Luo, Yufeng Zhao, Futing Wang, Li Sheng, Chengxing Xie, Yuxin Zuo, Yizhuo Li, Wenxauan Zeng, Yulun Wu, Rui Huang, Dongzhan Zhou, Kai Chen, Yu Qiao, Lei Bai, Yu Cheng, Ning Ding, Bowen Zhou, Peng Ye, Ganqu Cui

CoRR, November, 2025

SCI-Verifier: Scientific Verifier with Thinking.

Shenghe Zheng, Chenyu Huang, Fangchen Yu, Junchi Yao, Jingqi Ye, Tao Chen, Yun Luo, Ning Ding, Lei Bai, Ganqu Cui, Peng Ye

CoRR, September, 2025

Decouple and Orthogonalize: A Data-Free Framework for LoRA Merging.

Shenghe Zheng, Hongzhi Wang, Chenyu Huang, Xiaohui Wang, Tao Chen, Jiayuan Fan, Shuyue Hu, Peng Ye

CoRR, May, 2025

Breaking the Compression Ceiling: Data-Free Pipeline for Ultra-Efficient Delta Compression.

Xiaohui Wang, Peng Ye, Chenyu Huang, Shenghe Zheng, Bo Zhang, Wanli Ouyang, Tao Chen

CoRR, May, 2025

Dynamic Base model Shift for Delta Compression.

Chenyu Huang, Peng Ye, Shenghe Zheng, Xiaohui Wang, Lei Bai, Tao Chen, Wanli Ouyang

CoRR, May, 2025

Seeing Delta Parameters as JPEG Images: Data-Free Delta Compression with Discrete Cosine Transform.

Chenyu Huang, Peng Ye, Xiaohui Wang, Shenghe Zheng, Biqing Qi, Lei Bai, Wanli Ouyang, Tao Chen

CoRR, March, 2025

Brame: Hierarchical Data Management Framework for Cloud-Edge-Device Collaboration.

Xianglong Liu, Hongzhi Wang, Yingze Li, Minchong Li, Shenghe Zheng, Weihua Sun

CoRR, February, 2025

Scaling Physical Reasoning with the PHYSICS Dataset.

Shenghe Zheng, Qianjia Cheng, Junchi Yao, Mengsong Wu, Haonan He, Ning Ding, Yu Cheng, Shuyue Hu, Lei Bai, Dongzhan Zhou, Ganqu Cui, Peng Ye

Proceedings of the Advances in Neural Information Processing Systems 38: Annual Conference on Neural Information Processing Systems 2025, 2025

MoE-Gyro: Self-Supervised Over-Range Reconstruction and Denoising for MEMS Gyroscopes.

Feiyang Pan, Shenghe Zheng, Chunyan Yin, Guangbin Dou

Proceedings of the Advances in Neural Information Processing Systems 38: Annual Conference on Neural Information Processing Systems 2025, 2025

Free-Merging: Fourier Transform for Efficient Model Merging.

Shenghe Zheng, Hongzhi Wang

Proceedings of the IEEE/CVF International Conference on Computer Vision, 2025

2024

FREE-Merging: Fourier Transform for Model Merging with Lightweight Experts.

Shenghe Zheng, Hongzhi Wang

CoRR, 2024

IntraMix: Intra-Class Mixup Generation for Accurate Labels and Neighbors.

Shenghe Zheng, Hongzhi Wang, Xianglong Liu

Proceedings of the Advances in Neural Information Processing Systems 37: Annual Conference on Neural Information Processing Systems 2024, 2024

DCLP: Neural Architecture Predictor with Curriculum Contrastive Learning.

Shenghe Zheng, Hongzhi Wang, Tianyu Mu

Proceedings of the Thirty-Eighth AAAI Conference on Artificial Intelligence, 2024

2023

TSC-AutoML: Meta-learning for Automatic Time Series Classification Algorithm Selection.

Tianyu Mu, Hongzhi Wang, Shenghe Zheng, Zhiyu Liang, Chunnan Wang, Xinyue Shao, Zheng Liang

Proceedings of the 39th IEEE International Conference on Data Engineering, 2023

2021

Assassin: an Automatic claSSificAtion system baSed on algorithm SelectIoN.

Tianyu Mu, Hongzhi Wang, Shenghe Zheng, Shaoqing Zhang, Cheng Liang, Haoyun Tang

Proc. VLDB Endow., 2021