Tianshi Che

Joined

April 2021

Names

Tianshi Che (Preferred)

Emails

****@auburn.edu (Confirmed)

Personal Links

Semantic Scholar

Career & Education History

PhD student

Auburn University (auburn.edu)

2020 – 2025

Advisors, Relations & Conflicts

PhD Advisor

2020 – 2025

Expertise

Machine Unlearning

2022 – 2025

Federated Learning

2021 – 2025

Data Mining

2020 – 2023

Publications

Adversarial Advertisement in Text-to-Image Generative Models
Tianshi Che, Yang Zhou, Yushan Mu, Zijie Zhang, Panqiu Xia, Zeru Zhang, Da Yan, Wei Zhang, Ruoming Jin, Dejing Dou
- Submitted to ICLR 2026
- Readers: Everyone
Noise-Free Dynamic Rank-Adaptation via Riemannian Methods in Federated Fine-Tuning
Zihan Zhou, Yang Zhou, Tianshi Che, Zeru Zhang, Jiaxiang Ren, Da Yan, Zhe Jiang, yelong shen, Ruoming Jin, Jianfeng Gao
- AISTATS 2026 Poster
- Readers: Everyone
Riemannian Low-Rank Adaptation for Federated Fine-Tuning of Foundation Models
Zihan Zhou, Yang Zhou, Tianshi Che, Zeru Zhang, Jiaxiang Ren, Da Yan, Zhe Jiang, yelong shen, Ruoming Jin, Jianfeng Gao
- ICLR 2025 Conference Withdrawn Submission
- Readers: Everyone
k-Odd One Clear (k-OOC), a novel GPU kernel that improves quantization accuracy and speed of GPTQ algorithm
Loi Duc Huynh, Tianshi Che, Zijie Zhang, Yang Zhou, Ruoming Jin, Dejing Dou
- ICLR 2025 Conference Withdrawn Submission
- Readers: Everyone
FedASMU: Efficient Asynchronous Federated Learning with Dynamic Staleness-Aware Model Update
Ji Liu, Juncheng Jia, Tianshi Che, Chao Huo, Jiaxiang Ren, Yang Zhou, Huaiyu Dai, Dejing Dou
- AAAI 2024
- Readers: Everyone
AEDFL: Efficient Asynchronous Decentralized Federated Learning with Heterogeneous Devices
Ji Liu, Tianshi Che, Yang Zhou, Ruoming Jin, Huaiyu Dai, Dejing Dou, Patrick Valduriez
- SDM 2024
- Readers: Everyone
Federated Learning of Large Language Models with Parameter-Efficient Prompt Tuning and Adaptive Optimization
Tianshi Che, Ji Liu, Yang Zhou, Jiaxiang Ren, jiwen zhou, Victor S. Sheng, Huaiyu Dai, Dejing Dou
- EMNLP 2023 Main
- Readers: Everyone
Exploring the Effectiveness of Multi-Lingual Commonsense Knowledge-Aware Open-Domain Dialogue Response Generation
Sixing Wu, Jiong Yu, Tianshi Che, Yang Zhou, Wei Zhou
- EMNLP 2023 Findings
- Readers: Everyone
Fast Federated Machine Unlearning with Nonlinear Functional Theory
Tianshi Che, Yang Zhou, Zijie Zhang, Lingjuan Lyu, Ji Liu, Da Yan, Dejing Dou, Jun Huan
- ICML 2023 Poster
- Readers: Everyone
Fast Federated Machine Unlearning with Nonlinear Functional Theory
Tianshi Che, Yang Zhou, Zijie Zhang, Lingjuan Lyu, Ji Liu, Da Yan, Dejing Dou, Jun Huan
- Published: 01 Jan 2023, Last Modified: 23 Sept 2023
- ICML 2023
- Readers: Everyone

View all 20 publications

Co-Authors

View all 33 co-authors