Jinqi Xiao

PhD student, Electrical and Computer Engineering, Rutgers University

Joined

April 2022

Names

Jinqi Xiao (Preferred)

Emails

****@rutgers.edu (Confirmed)

Personal Links

Career & Education History

PhD student

Electrical and Computer Engineering, Rutgers University (rutgers.edu)

2022 – Present

Advisors, Relations & Conflicts

PhD Advisor

Bo Yuan

2022 – Present

Expertise

Model compression

Present

Computer Vision

Present

NLP

Present

Efficient AI

Present

Publications

EcoSpa: Efficient Transformer Training with Coupled Sparsity
Jinqi Xiao, Cheng Luo, Lingyi Huang, Cheng Yang, Yang Sui, Huy Phan, Xiao Zang, Yibiao Ying, Anima Anandkumar, Bo Yuan
- NeurIPS 2025 ER Workshop Spotlight
- Readers: Everyone
InstructMoLE: Instruction-Guided Mixture of Low-rank Experts for Multi-Conditional Image Generation
Jinqi Xiao, Qing Yan, Liming Jiang, Zichuan Liu, Hao Kang, Shen Sang, Tiancheng Zhi, Jing Liu, Cheng Yang, Xin Lu, Bo Yuan
- ICLR 2026 Conference Desk Rejected Submission
- Readers: Everyone
HeadInfer: Memory-Efficient LLM Inference by Head-wise Offloading
Cheng Luo, Zefan Cai, Hanshi Sun, Jinqi Xiao, Bo Yuan, Wen Xiao, Junjie Hu, Jiawei Zhao, Beidi Chen, Anima Anandkumar
- LCFM 2025
- Readers: Everyone
DisDet: Exploring Detectability of Backdoor Attack on Diffusion Models
Yang Sui, Huy Phan, Jinqi Xiao, Tianfang Zhang, Zijie Tang, Cong Shi, Yan Wang, Yingying Chen, Bo Yuan
- Accepted by TMLR
- Readers: Everyone
TranSpa: Towards Efficient Structured Sparse Training for Transformers
Jinqi Xiao, Miao Yin, Cheng Yang, Yang Sui, Huy Phan, Xiao Zang, Wenqi Jia, Hang Liu, Zhao Zhang, Jian Ren, Bo Yuan
- ICLR 2025 Conference Withdrawn Submission
- Readers: Everyone
DisDet: Exploring Detectability of Backdoor Attack on Diffusion Models
Yang Sui, Huy Phan, Jinqi Xiao, Tianfang Zhang, Zijie Tang, Cong Shi, Yan Wang, Yingying Chen, Bo Yuan
- Published: 01 Jan 2024, Last Modified: 11 Mar 2024
- CoRR 2024
- Readers: Everyone
ELRT: Efficient Low-Rank Training for Compact Convolutional Neural Networks
Yang Sui, Miao Yin, Yu Gong, Jinqi Xiao, Huy Phan, Bo Yuan
- Published: 01 Jan 2024, Last Modified: 11 Mar 2024
- CoRR 2024
- Readers: Everyone
GraphMP: Graph Neural Network-based Motion Planning with Efficient Graph Search
Xiao Zang, Miao Yin, Jinqi Xiao, Saman Zonouz, Bo Yuan
- NeurIPS 2023 poster
- Readers: Everyone
COMCAT: Towards Efficient Compression and Customization of Attention-Based Vision Models
Jinqi Xiao, Miao Yin, Yu Gong, Xiao Zang, Jian Ren, Bo Yuan
- ICML 2023 Poster
- Readers: Everyone
COMCAT: Towards Efficient Compression and Customization of Attention-Based Vision Models
Jinqi Xiao, Miao Yin, Yu Gong, Xiao Zang, Jian Ren, Bo Yuan
- Published: 01 Jan 2023, Last Modified: 11 Mar 2024
- ICML 2023
- Readers: Everyone

View all 14 publications

Co-Authors

View all 45 co-authors