Yingxue Zhang

Researcher, Huawei Canada, Huawei Noah's Ark Lab

Joined

December 2019

Names

Yingxue Zhang

Emails

****@huawei.com (Confirmed)

Personal Links

Google Scholar

DBLP

ACL Anthology

Career & Education History

Researcher

Huawei Canada, Huawei Noah's Ark Lab (huawei.com)

2017 – Present

MS student

McGill University (mcgill.ca)

2015 – 2017

Undergrad student

University of Science and Technology Beijing (ustb.edu.cn)

2011 – 2015

Advisors, Relations & Conflicts

Coauthor

Mark Coates

2016 – 2022

Coauthor

Michael Rabbat

2016 – 2017

Expertise

Graph Representation Learning

2016 – 2022

Graph Neural Networks

2016 – 2022

Publications

Multi-resolution Time-Series Transformer for Long-term Forecasting
Yitian Zhang, Liheng Ma, Soumyasundar Pal, Yingxue Zhang, Mark Coates
- International Conference on Artificial Intelligence and Statistics
- Readers: Everyone
One Step Forward and K Steps Back: Better Reasoning with Denoising Recursion Models
Chris Cameron, Wangzheng Wang, Nikita Ivanov, Ashmita Bhattacharyya, Didier Chételat, Yingxue Zhang
- LIT Workshop @ ICLR 2026
- Readers: Everyone
H-WM: Robotic Task and Motion Planning Guided by Hierarchical World Model
Wenyuan Chen, Jinbang Huang, Oscar Pang, Zhiyuan Li, Xiao Hu, Lingfeng Zhang, Zhanguang Zhang, Mark Coates, Tongtong Cao, Xingyue Quan, Yingxue Zhang
- ICLR 2026 Workshop World Models
- Readers: Everyone
TrasMuon: Trust-Region Adaptive Scaling for Orthogonalized Momentum Optimizers
Peng Cheng, Jiucheng Zang, Qingnan Li, Liheng Ma, Yufei Cui, Yingxue Zhang, Boxing Chen, Ming Jian, Wen Tong
- Sci4DL 2026
- Readers: Everyone
Self-CriTeach: LLM Self-Teaching and Self-Critiquing for Improving Robotic Planning via Automated Domain Generation
Jinbang Huang, Zhiyuan Li, Yuanzhao Hu, Zhanguang Zhang, Mark Coates, Xingyue Quan, Yingxue Zhang
- ICLR 2026 Workshop RSI Poster
- Readers: Everyone
InvertiTune: High-Quality Data Synthesis for Cost-Effective Single-Shot Text-to-Knowledge Graph Generation
Faezeh Faez, Marzieh S. Tahaei, Yaochen Hu, Ali Pourranjbar, Mahdi Biparva, Mark Coates, Yingxue Zhang
- Accepted by TMLR
- Readers: Everyone
From Evidence to Trajectory: Abductive Reasoning Path Synthesis for Retrieval-Augmented Generation Agents Development
Muzhi Li, Jinhu Qi, Yihong Wu, Minghao Zhao, Liheng Ma, Yifan Li, Xinyu Wang, Yingxue Zhang, Ho-fung Leung, Irwin King
- NeurIPS 2025 ER Workshop
- Readers: Everyone
It Takes Two: Your GRPO Is Secretly DPO
Yihong Wu, Liheng Ma, Lei Ding, Muzhi Li, Xinyu Wang, Kejia Chen, Zhan Su, Zhanguang Zhang, Chenyang Huang, Yingxue Zhang, Mark Coates, Jian-Yun Nie
- NeurIPS 2025 ER Workshop Spotlight
- Readers: Everyone
When Engineering Outruns Intelligence: Rethinking Instruction-Guided Navigation
Matin Aghaei, Lingfeng Zhang, Mohammad Ali Alomrani, Mahdi Biparva, Yingxue Zhang
- Submitted to ICLR 2026
- Readers: Everyone
Omni-Thinker: Scaling Multi-Task RL in LLMs with Hybrid Reward and Task Scheduling
Derek Li, Jiaming Zhou, Leo Maxime Brunswic, Abbas Ghaddar, Qianyi Sun, Liheng Ma, Yu Luo, Dong Li, Mark Coates, Jianye HAO, Yingxue Zhang
- Submitted to ICLR 2026
- Readers: Everyone

View all 67 publications

Co-Authors

View all 126 co-authors