Jianyi Zhang

Research Scientist, Google Deepmind

Joined

September 2018

Names

Jianyi Zhang (Preferred)

Emails

****@fudan.edu.cn (Confirmed)

****@duke.edu (Confirmed)

****@gmail.com (Confirmed)

Personal Links

Homepage

Google Scholar

Career & Education History

Research Scientist

Google Deepmind (google.com)

2025 – Present

Principal investigator

National Artificial Intelligence Research Resource Pilot & Duke University (duke.edu)

2024 – 2025

phd

Duke University (duke.edu)

2019 – 2025

Principal investigator

Pittsburgh Supercomputing Center & Duke University (duke.edu)

2023 – 2024

Advisors, Relations & Conflicts

PhD Advisor

Yiran Chen

2021 – 2025

PhD Advisor

Lawrence Carin

2019 – 2021

Expertise

Generative AI

Trustworthy AI

AI Efficiency

Present

Publications

DPad: Efficient Diffusion Language Models with Suffix Dropout
Xinhua Chen, Sitao Huang, Cong Guo, Chiyue Wei, Yintao He, Jianyi Zhang, Hai Helen Li, Yiran Chen
- ICLR 2026 Poster
- Readers: Everyone
Accelerating Denoising Generative Models is as Easy as Predicting Second-Order Difference
Yixiao Wang, Ting Jiang, Zishan Shao, Hancheng Ye, Jingwei Sun, Mingyuan Ma, Qinsi Wang, Jianyi Zhang, Yiran Chen, Hai Helen Li
- Submitted to ICLR 2026
- Readers: Everyone
Angles Don’t Lie: Unlocking Training‑Efficient RL Through the Model’s Own Signals
Qinsi Wang, Jinghan Ke, Hancheng Ye, Yueqian Lin, Yuzhe Fu, Jianyi Zhang, Kurt Keutzer, Chenfeng Xu, Yiran Chen
- NeurIPS 2025 spotlight
- Readers: Everyone
KVCOMM: Online Cross-context KV-cache Communication for Efficient LLM-based Multi-agent Systems
Hancheng Ye, Zhengqi Gao, Mingyuan Ma, Qinsi Wang, Yuzhe Fu, Ming-Yu Chung, Yueqian Lin, Zhijian Liu, Jianyi Zhang, Danyang Zhuo, Yiran Chen
- NeurIPS 2025 poster
- Readers: Everyone
SADA: Stability-guided Adaptive Diffusion Acceleration
Ting Jiang, Yixiao Wang, Hancheng Ye, Zishan Shao, Jingwei Sun, Jingyang Zhang, Zekai Chen, Jianyi Zhang, Yiran Chen, Hai Li
- ICML 2025 poster
- Readers: Everyone
CoreMatching: A Co-adaptive Sparse Inference Framework with Token and Neuron Pruning for Comprehensive Acceleration of Vision-Language Models
Qinsi Wang, Hancheng Ye, Ming-Yu Chung, Yudong Liu, Yueqian Lin, Martin Kuo, Mingyuan Ma, Jianyi Zhang, Yiran Chen
- ICML 2025 poster
- Readers: Everyone
Sufficient Context: A New Lens on Retrieval Augmented Generation Systems
Hailey Joren, Jianyi Zhang, Chun-Sung Ferng, Da-Cheng Juan, Ankur Taly, Cyrus Rashtchian
- ICLR 2025 Poster
- Readers: Everyone
Proactive Privacy Amnesia for Large Language Models: Safeguarding PII with Negligible Impact on Model Utility
Martin Kuo, Jingyang Zhang, Jianyi Zhang, Minxue Tang, Louis DiValentin, Aolin Ding, Jingwei Sun, William Chen, Amin Hass, Tianlong Chen, Yiran Chen, Hai Li
- ICLR 2025 Poster
- Readers: Everyone
CoreInfer: Accelerating Large Language Model Inference with Semantics-Inspired Adaptive Sparse Activation
Wang Qinsi, Saeed Vahidian, Hancheng Ye, Jianyang Gu, Jianyi Zhang, Yiran Chen
- Submitted to ICLR 2025
- Readers: Everyone
Min-K%++: Improved Baseline for Pre-Training Data Detection from Large Language Models
Jingyang Zhang, Jingwei Sun, Eric Yeats, Yang Ouyang, Martin Kuo, Jianyi Zhang, Hao Frank Yang, Hai Li
- ICLR 2025 Spotlight
- Readers: Everyone

View all 17 publications

Co-Authors

View all 65 co-authors