Tianyu Zhang

Researcher, NVIDIA

Researcher, Huawei Technologies Ltd.

Joined

October 2023

Names

Tianyu Zhang (Preferred)

Emails

****@gmail.com (Confirmed)

****@huawei.com (Confirmed)

****@nvidia.com (Confirmed)

Personal Links

ORCID

Semantic Scholar

Career & Education History

Researcher

NVIDIA (nvidia.com)

2026 – Present

Researcher

Huawei Technologies Ltd. (huawei.com)

2024 – 2026

MS student

Tsinghua University, Tsinghua University (tsinghua.edu.cn)

2021 – 2024

Undergrad student

Tsinghua University, Tsinghua University (tsinghua.edu.cn)

2017 – 2021

Advisors, Relations & Conflicts

Coauthor

Yuxiang Ren

2023 – 2024

Coauthor

Chengbin Hou

2021 – 2024

Expertise

deep learning

GNNs

LLMs

Present

Publications

Parse Trees Guided LLM Prompt Compression
Wenhao Mao, Chengbin Hou, Tianyu Zhang, Xinyu Lin, Ke Tang, Hairong Lv
- IEEE Trans. Pattern Anal. Mach. Intell. 2026
- Readers: Everyone
E$^3$-Pruner: Towards Efficient, Economical, and Effective Layer Pruning for Large Language Models
Tao Yuan, Haoli Bai, PanYinfei, Xuyang Cao, Tianyu Zhang, Lu Hou, Ting Hu, Xianzhi Yu
- Submitted to ICLR 2026
- Readers: Everyone
MoESD: Unveil Speculative Decoding's Potential for Accelerating Sparse MoE
Zongle Huang, Lei Zhu, ZongYuan Zhan, Ting Hu, Weikai Mao, Xianzhi Yu, Yongpan Liu, Tianyu Zhang
- NeurIPS 2025 spotlight
- Readers: Everyone
MoESD: Unveil Speculative Decoding's Potential for Accelerating Sparse MoE
Zongle Huang, Lei Zhu, Zongyuan Zhan, Ting Hu, Weikai Mao, Xianzhi Yu, Yongpan Liu, Tianyu Zhang
- CoRR 2025
- Readers: Everyone
Label Informed Contrastive Pretraining for Node Importance Estimation on Knowledge Graphs
Tianyu Zhang, Chengbin Hou, Rui Jiang, Xuegong Zhang, Chenghu Zhou, Ke Tang, Hairong Lv
- IEEE Trans. Neural Networks Learn. Syst. 2025
- Readers: Everyone
Faster and Better LLMs via Latency-Aware Test-Time Scaling
Zili Wang, Tianyu Zhang, Haoli Bai, Lu Hou, Xianzhi Yu, Wulong Liu, Shiming Xiang, Lei Zhu
- EMNLP (Findings) 2025
- Readers: Everyone
Node importance estimation leveraging LLMs for semantic augmentation in knowledge graphs
Xinyu Lin, Tianyu Zhang, Chengbin Hou, Jinbao Wang, Jianye Xue, Hairong Lv
- Knowl. Based Syst. 2025
- Readers: Everyone
Molecular Graph Representation Learning Integrating Large Language Models with Domain-specific Small Models
Tianyu Zhang, Yuxiang Ren, Chengbin Hou, Hairong Lv, Xuegong Zhang
- BIBM 2024
- Readers: Everyone
CGCL: Collaborative Graph Contrastive Learning Without Handcrafted Graph Data Augmentations
Tianyu Zhang, Yuxiang Ren, Wenzheng Feng, Weitao Du, Xuecang Zhang
- DASFAA (6) 2024
- Readers: Everyone

Co-Authors

View all 30 co-authors