Ziyu Jiang

Researcher, NEC

Joined

December 2019

Names

Ziyu Jiang

Emails

****@tamu.edu (Confirmed)

****@outlook.com (Confirmed)

****@nec-labs.com (Confirmed)

Personal Links

Career & Education History

Researcher

NEC (nec-labs.com)

2023 – Present

PhD student

Texas A&M (tamu.edu)

2019 – 2023

Advisors, Relations & Conflicts

Coauthor

Manmohan Chandraker

2023 – Present

PhD Advisor

Zhangyang Wang

2019 – 2023

Expertise

Nerf

2023 – Present

Diffusion

2023 – Present

Self-supervised learning

2020 – Present

Adversarial attacks and robustness

2020 – Present

Efficient training and inference

2019 – Present

Publications

LangDriveCTRL: Natural Language Controllable Driving Scene Editing with Multi-modal Agents
Yun He, Francesco Pittaluga, Ziyu Jiang, Matthias Zwicker, Manmohan Chandraker, Zaid Tasneem
- OpenReview Archive Direct Upload
- Readers: Everyone
LangDriveEdit: Language-Driven Image Editing for Street Scenes
Mauricio Soroco, Ziyu Jiang, Francesco Pittaluga, Zaid Tasneem, Abhishek Aich, Bingbing Zhuang, Wuyang Chen, Manmohan Chandraker
- ICLR 2026 Conference Withdrawn Submission
- Readers: Everyone
LidaRF: Delving into Lidar for Neural Radiance Field on Street Scenes
shanlin sun, Bingbing Zhuang, Ziyu Jiang, Buyu Liu, Xiaohui Xie, Manmohan Chandraker
- CVPR 2024
- Readers: Everyone
CR-MoE: Consistent Routed Mixture-of-Experts for Scaling Contrastive Learning
Ziyu Jiang, Guoqing Zheng, Yu Cheng, Ahmed Hassan Awadallah, Zhangyang Wang
- Accepted by TMLR
- Readers: Everyone
Graph Mixture of Experts: Learning on Large-Scale Graphs with Explicit Diversity Modeling
Haotao Wang, Ziyu Jiang, Yuning You, Yan Han, Gaowen Liu, Jayanth Srinivasa, Ramana Rao Kompella, Zhangyang Wang
- NeurIPS 2023 poster
- Readers: Everyone
CoMoE: Contrastive Mixture-of-Experts are Efficient Representation Learners
Ziyu Jiang, Guoqing Zheng, Yu Cheng, Ahmed Hassan Awadallah, Zhangyang Wang
- 22 Sept 2022 (modified: 13 Feb 2023)
- ICLR 2023 Conference Withdrawn Submission
- Readers: Everyone
Layer Grafted Pre-training: Bridging Contrastive Learning And Masked Image Modeling For Label-Efficient Representations
Ziyu Jiang, Yinpeng Chen, Mengchen Liu, Dongdong Chen, Xiyang Dai, Lu Yuan, Zicheng Liu, Zhangyang Wang
- Published: 01 Feb 2023, Last Modified: 14 Jan 2026
- ICLR 2023 poster
- Readers: Everyone
Sharper Analysis of Sparsely Activated Wide Neural Networks with Trainable Biases
Hongru Yang, Ziyu Jiang, Ruizhe Zhang, Zhangyang Wang, Yingbin Liang
- Published: 01 Feb 2023, Last Modified: 13 Feb 2023
- Submitted to ICLR 2023
- Readers: Everyone
M³ViT: Mixture-of-Experts Vision Transformer for Efficient Multi-task Learning with Model-Accelerator Co-design
hanxue liang, Zhiwen Fan, Rishov Sarkar, Ziyu Jiang, Tianlong Chen, Kai Zou, Yu Cheng, Cong Hao, Zhangyang Wang
- Published: 31 Oct 2022, Last Modified: 08 Feb 2026
- NeurIPS 2022 Accept
- Readers: Everyone
Back Razor: Memory-Efficient Transfer Learning by Self-Sparsified Backpropagation
Ziyu Jiang, Xuxi Chen, Xueqin Huang, Xianzhi Du, Denny Zhou, Zhangyang Wang
- Published: 31 Oct 2022, Last Modified: 21 Dec 2022
- NeurIPS 2022 Accept
- Readers: Everyone

View all 28 publications

Co-Authors

View all 66 co-authors